Alfaxad commited on
Commit
1cf0163
·
verified ·
1 Parent(s): 092d40b

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. sidecars/colombo_dengue/colombo_dengue_s0003_label_positive_jitter_sidecar.json +149 -0
  2. sidecars/colombo_dengue/colombo_dengue_s0004_label_positive_jitter_sidecar.json +149 -0
  3. sidecars/colombo_dengue/colombo_dengue_s0005_label_positive_jitter_sidecar.json +149 -0
  4. sidecars/colombo_dengue/colombo_dengue_s0008_label_positive_jitter_sidecar.json +149 -0
  5. sidecars/colombo_dengue/colombo_dengue_s0011_label_positive_jitter_sidecar.json +149 -0
  6. sidecars/colombo_dengue/colombo_dengue_s0017_label_positive_jitter_sidecar.json +149 -0
  7. sidecars/colombo_dengue/colombo_dengue_s0020_label_positive_jitter_sidecar.json +149 -0
  8. sidecars/colombo_dengue/colombo_dengue_s0021_label_positive_jitter_sidecar.json +149 -0
  9. sidecars/colombo_dengue/colombo_dengue_s0027_label_positive_jitter_sidecar.json +149 -0
  10. sidecars/colombo_dengue/colombo_dengue_s0032_label_positive_jitter_sidecar.json +149 -0
  11. sidecars/colombo_dengue/colombo_dengue_s0033_label_positive_jitter_sidecar.json +149 -0
  12. sidecars/colombo_dengue/colombo_dengue_s0035_label_positive_jitter_sidecar.json +149 -0
  13. sidecars/colombo_dengue/colombo_dengue_s0038_label_positive_jitter_sidecar.json +149 -0
  14. sidecars/colombo_dengue/colombo_dengue_s0039_label_positive_jitter_sidecar.json +149 -0
  15. sidecars/colombo_dengue/colombo_dengue_s0041_label_positive_jitter_sidecar.json +149 -0
  16. sidecars/colombo_dengue/colombo_dengue_s0046_label_positive_jitter_sidecar.json +149 -0
  17. sidecars/colombo_dengue/colombo_dengue_s0052_label_positive_jitter_sidecar.json +149 -0
  18. sidecars/colombo_dengue/colombo_dengue_s0053_label_positive_jitter_sidecar.json +149 -0
  19. sidecars/colombo_dengue/colombo_dengue_s0054_label_positive_jitter_sidecar.json +149 -0
  20. sidecars/colombo_dengue/colombo_dengue_s0058_label_positive_jitter_sidecar.json +149 -0
  21. sidecars/colombo_dengue/colombo_dengue_s0059_label_positive_jitter_sidecar.json +149 -0
  22. sidecars/colombo_dengue/colombo_dengue_s0062_label_positive_jitter_sidecar.json +149 -0
  23. sidecars/colombo_dengue/colombo_dengue_s0064_label_positive_jitter_sidecar.json +149 -0
  24. sidecars/colombo_dengue/colombo_dengue_s0065_label_positive_jitter_sidecar.json +149 -0
  25. sidecars/colombo_dengue/colombo_dengue_s0069_label_positive_jitter_sidecar.json +149 -0
  26. sidecars/colombo_dengue/colombo_dengue_s0070_label_positive_jitter_sidecar.json +149 -0
  27. sidecars/colombo_dengue/colombo_dengue_s0076_label_positive_jitter_sidecar.json +149 -0
  28. sidecars/colombo_dengue/colombo_dengue_s0077_label_positive_jitter_sidecar.json +149 -0
  29. sidecars/colombo_dengue/colombo_dengue_s0080_label_positive_jitter_sidecar.json +149 -0
  30. sidecars/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban_sidecar.json +149 -0
  31. sidecars/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban_sidecar.json +149 -0
  32. sidecars/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban_sidecar.json +149 -0
  33. sidecars/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban_sidecar.json +149 -0
  34. sidecars/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban_sidecar.json +149 -0
  35. sidecars/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban_sidecar.json +149 -0
  36. sidecars/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban_sidecar.json +149 -0
  37. sidecars/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban_sidecar.json +149 -0
  38. sidecars/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban_sidecar.json +149 -0
  39. sidecars/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban_sidecar.json +149 -0
  40. sidecars/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban_sidecar.json +149 -0
  41. sidecars/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban_sidecar.json +149 -0
  42. sidecars/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban_sidecar.json +149 -0
  43. sidecars/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban_sidecar.json +149 -0
  44. sidecars/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban_sidecar.json +149 -0
  45. sidecars/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban_sidecar.json +149 -0
  46. sidecars/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban_sidecar.json +149 -0
  47. sidecars/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban_sidecar.json +149 -0
  48. sidecars/colombo_dengue/colombo_dengue_s0150_exposure_context_sidecar.json +149 -0
  49. sidecars/colombo_dengue/colombo_dengue_s0152_exposure_context_sidecar.json +149 -0
  50. sidecars/colombo_dengue/colombo_dengue_s0153_exposure_context_sidecar.json +149 -0
sidecars/colombo_dengue/colombo_dengue_s0003_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0003_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86105411316349,
17
+ "lat": 6.913254095489637
18
+ },
19
+ "bbox": [
20
+ 79.83840641346748,
21
+ 6.890771055341669,
22
+ 79.8837018128595,
23
+ 6.935737135637605
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0003_label_positive_jitter_packet.png",
33
+ "sha256": "1406df67dde015b5560a7ba1a3ce9674adca714350dd1098e07c30dae4e6aa67",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0003_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 101.8948,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4989.3833,
91
+ "max": 17.5239,
92
+ "mean": -830.9468,
93
+ "median": -423.8506,
94
+ "p90": 16.9388
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 217217,
101
+ "min": 0.0083,
102
+ "max": 638.5154,
103
+ "mean": 87.9014,
104
+ "median": 57.9276,
105
+ "p90": 218.2968
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 80,
122
+ "major_roads": 3340,
123
+ "schools_waterpoints": 171,
124
+ "urban_landuse": 14272,
125
+ "water_surface": 43,
126
+ "waterways": 21
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0004_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0004_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86936530569537,
17
+ "lat": 6.938923488687718
18
+ },
19
+ "bbox": [
20
+ 79.84671637341411,
21
+ 6.91644044853975,
22
+ 79.89201423797662,
23
+ 6.961406528835686
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0004_label_positive_jitter_packet.png",
33
+ "sha256": "d3cb8a76f50765c92f21075abce739af5166ff2c350d1644e206265e2cafc731",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0004_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 99.143,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4097.6763,
91
+ "max": 17.6964,
92
+ "mean": -533.533,
93
+ "median": -121.7731,
94
+ "p90": 17.3271
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 236274,
101
+ "min": 0.0083,
102
+ "max": 637.0335,
103
+ "mean": 141.6336,
104
+ "median": 130.0459,
105
+ "p90": 287.4174
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 47,
122
+ "major_roads": 2771,
123
+ "schools_waterpoints": 128,
124
+ "urban_landuse": 15805,
125
+ "water_surface": 18,
126
+ "waterways": 37
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0005_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0005_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87763014655387,
17
+ "lat": 6.899097792245276
18
+ },
19
+ "bbox": [
20
+ 79.85498312460899,
21
+ 6.876614752097308,
22
+ 79.90027716849875,
23
+ 6.921580832393244
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0005_label_positive_jitter_packet.png",
33
+ "sha256": "9569fd424511c74f7bf7b3a4e5849aab1055f9cd4ded53fd456a08c50fe31fa4",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0005_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 106.2308,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3851.5007,
91
+ "max": 18.0214,
92
+ "mean": -441.9085,
93
+ "median": 17.0351,
94
+ "p90": 17.7646
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 261789,
101
+ "min": 0.066,
102
+ "max": 265.5389,
103
+ "mean": 65.068,
104
+ "median": 54.1897,
105
+ "p90": 136.5011
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 97,
122
+ "major_roads": 3471,
123
+ "schools_waterpoints": 165,
124
+ "urban_landuse": 14190,
125
+ "water_surface": 46,
126
+ "waterways": 64
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 11,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0008_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0008_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86201457871451,
17
+ "lat": 6.906812870024023
18
+ },
19
+ "bbox": [
20
+ 79.83936718757685,
21
+ 6.884329829876055,
22
+ 79.88466196985216,
23
+ 6.929295910171991
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0008_label_positive_jitter_packet.png",
33
+ "sha256": "5b3b6de2357d70e3eccde2e9b9577cf49245d64b16d5b22aeb40a640e11efc65",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0008_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 102.8427,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -5776.1333,
91
+ "max": 17.6667,
92
+ "mean": -1027.7347,
93
+ "median": -487.884,
94
+ "p90": 17.1248
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 209882,
101
+ "min": 0.0207,
102
+ "max": 633.1725,
103
+ "mean": 76.7496,
104
+ "median": 57.6214,
105
+ "p90": 173.0579
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 84,
122
+ "major_roads": 3163,
123
+ "schools_waterpoints": 177,
124
+ "urban_landuse": 14360,
125
+ "water_surface": 40,
126
+ "waterways": 24
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 12,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0011_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0011_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86352687150858,
17
+ "lat": 6.923707179408206
18
+ },
19
+ "bbox": [
20
+ 79.84087867044438,
21
+ 6.901224139260238,
22
+ 79.88617507257278,
23
+ 6.946190219556174
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0011_label_positive_jitter_packet.png",
33
+ "sha256": "f664db5a80d74ed080648153b9bde0c1b328da6cbc576336f31676d0030a1da3",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0011_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 103.8765,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3223.7256,
91
+ "max": 17.3938,
92
+ "mean": -564.2268,
93
+ "median": -299.2135,
94
+ "p90": 17.0136
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 240679,
101
+ "min": 0.0083,
102
+ "max": 641.558,
103
+ "mean": 113.82,
104
+ "median": 70.1351,
105
+ "p90": 276.8027
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 63,
122
+ "major_roads": 3424,
123
+ "schools_waterpoints": 156,
124
+ "urban_landuse": 14504,
125
+ "water_surface": 45,
126
+ "waterways": 27
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0017_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0017_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.8733484790452,
17
+ "lat": 6.916448009989231
18
+ },
19
+ "bbox": [
20
+ 79.85070062623969,
21
+ 6.893964969841263,
22
+ 79.89599633185072,
23
+ 6.938931050137199
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0017_label_positive_jitter_packet.png",
33
+ "sha256": "16c36071ea6f0fb653aaedf3fae13a8e25c6266860748460781720266502839f",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0017_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 105.0565,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -2995.0969,
91
+ "max": 17.7654,
92
+ "mean": -319.2412,
93
+ "median": -11.7847,
94
+ "p90": 17.4136
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 261227,
101
+ "min": 0.0083,
102
+ "max": 528.0861,
103
+ "mean": 96.5694,
104
+ "median": 63.2823,
105
+ "p90": 228.8283
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 86,
122
+ "major_roads": 3459,
123
+ "schools_waterpoints": 183,
124
+ "urban_landuse": 16255,
125
+ "water_surface": 49,
126
+ "waterways": 53
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 12,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0020_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0020_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86372048336698,
17
+ "lat": 6.919949427952192
18
+ },
19
+ "bbox": [
20
+ 79.84107246262764,
21
+ 6.897466387804224,
22
+ 79.88636850410631,
23
+ 6.94243246810016
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0020_label_positive_jitter_packet.png",
33
+ "sha256": "6eb7f40ade4de06c05d012e6de485628e06716aec5d613a7735213b7d0813aa8",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0020_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 103.6036,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3715.3799,
91
+ "max": 17.4659,
92
+ "mean": -584.6195,
93
+ "median": -295.7268,
94
+ "p90": 17.0317
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 238376,
101
+ "min": 0.0083,
102
+ "max": 627.6815,
103
+ "mean": 103.0877,
104
+ "median": 61.6927,
105
+ "p90": 259.4094
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 65,
122
+ "major_roads": 3448,
123
+ "schools_waterpoints": 157,
124
+ "urban_landuse": 14873,
125
+ "water_surface": 45,
126
+ "waterways": 29
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 18,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0021_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0021_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.84086221190726,
17
+ "lat": 6.930838445458448
18
+ },
19
+ "bbox": [
20
+ 79.81821366835611,
21
+ 6.9083554053104805,
22
+ 79.86351075545842,
23
+ 6.953321485606416
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0021_label_positive_jitter_packet.png",
33
+ "sha256": "f860ae6df98bd88e7a24591b3916cf59e6d71763f80a80e97cdf4b10783dc874",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0021_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 94.4038,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -6235.2158,
91
+ "max": 16.2624,
92
+ "mean": -1678.0759,
93
+ "median": -1372.2673,
94
+ "p90": -258.7116
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 147631,
101
+ "min": 0.0036,
102
+ "max": 641.5181,
103
+ "mean": 74.5862,
104
+ "median": 15.4817,
105
+ "p90": 252.8994
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 21,
122
+ "major_roads": 1773,
123
+ "schools_waterpoints": 55,
124
+ "urban_landuse": 4251,
125
+ "water_surface": 18,
126
+ "waterways": 10
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 4,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0027_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0027_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86118132496946,
17
+ "lat": 6.9020431105288855
18
+ },
19
+ "bbox": [
20
+ 79.83853416213095,
21
+ 6.879560070380918,
22
+ 79.88382848780797,
23
+ 6.924526150676853
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0027_label_positive_jitter_packet.png",
33
+ "sha256": "03a56fe0af0d7eb3186bbede15e7273ae5480c7f2a40403a868c8e3f180137e3",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0027_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 102.6376,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -6607.6904,
91
+ "max": 17.7435,
92
+ "mean": -1333.4789,
93
+ "median": -814.9282,
94
+ "p90": 17.1727
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 196980,
101
+ "min": 0.0752,
102
+ "max": 628.5494,
103
+ "mean": 71.5939,
104
+ "median": 58.5701,
105
+ "p90": 149.0497
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 84,
122
+ "major_roads": 3029,
123
+ "schools_waterpoints": 165,
124
+ "urban_landuse": 13707,
125
+ "water_surface": 37,
126
+ "waterways": 16
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 12,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0032_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0032_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87071255458928,
17
+ "lat": 6.919042862808717
18
+ },
19
+ "bbox": [
20
+ 79.84806457733866,
21
+ 6.896559822660749,
22
+ 79.89336053183989,
23
+ 6.941525902956685
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0032_label_positive_jitter_packet.png",
33
+ "sha256": "0a30184ea9e46c3e21baea0294cb0fff8bebc1d0f0014fcf1f118f5c080f1dfe",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0032_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.6876,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3042.8882,
91
+ "max": 17.6663,
92
+ "mean": -369.3199,
93
+ "median": -74.4917,
94
+ "p90": 17.2996
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 258685,
101
+ "min": 0.0083,
102
+ "max": 626.3433,
103
+ "mean": 103.534,
104
+ "median": 66.4363,
105
+ "p90": 247.8891
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 70,
122
+ "major_roads": 3538,
123
+ "schools_waterpoints": 168,
124
+ "urban_landuse": 16658,
125
+ "water_surface": 49,
126
+ "waterways": 46
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 18,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0033_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0033_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.85909013287389,
17
+ "lat": 6.9199283495640715
18
+ },
19
+ "bbox": [
20
+ 79.83644211314576,
21
+ 6.897445309416104,
22
+ 79.88173815260201,
23
+ 6.942411389712039
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0033_label_positive_jitter_packet.png",
33
+ "sha256": "4cbbd43567b5f367e27397a174bd12c6d910836ae7a7ce794bba4dbdf7e0faa4",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0033_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 101.9898,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4228.6475,
91
+ "max": 17.3415,
92
+ "mean": -760.3154,
93
+ "median": -471.735,
94
+ "p90": 16.7915
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 220777,
101
+ "min": 0.0083,
102
+ "max": 646.17,
103
+ "mean": 100.8406,
104
+ "median": 56.8329,
105
+ "p90": 264.1145
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 60,
122
+ "major_roads": 3288,
123
+ "schools_waterpoints": 152,
124
+ "urban_landuse": 12530,
125
+ "water_surface": 40,
126
+ "waterways": 19
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 20,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0035_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0035_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86766168574191,
17
+ "lat": 6.942891588340193
18
+ },
19
+ "bbox": [
20
+ 79.84501256250395,
21
+ 6.920408548192225,
22
+ 79.89031080897986,
23
+ 6.965374628488161
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0035_label_positive_jitter_packet.png",
33
+ "sha256": "ff58a6186d20f1b5fc1f8786ed220ad838111bff63c021f09ce96c7b8a62361a",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0035_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 97.6105,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4821.918,
91
+ "max": 17.7158,
92
+ "mean": -713.4811,
93
+ "median": -203.456,
94
+ "p90": 17.3448
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 223163,
101
+ "min": 0.0083,
102
+ "max": 633.8397,
103
+ "mean": 146.074,
104
+ "median": 137.626,
105
+ "p90": 300.7679
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 24,
122
+ "major_roads": 2474,
123
+ "schools_waterpoints": 116,
124
+ "urban_landuse": 14927,
125
+ "water_surface": 18,
126
+ "waterways": 30
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 7,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0038_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0038_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.85944320781469,
17
+ "lat": 6.900731928907474
18
+ },
19
+ "bbox": [
20
+ 79.83679610770609,
21
+ 6.878248888759506,
22
+ 79.88209030792329,
23
+ 6.923214969055442
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0038_label_positive_jitter_packet.png",
33
+ "sha256": "0d4ca623904662ddd59619d7a93f93ab1efa5389bbfa489aa8a8a0d0ebe76f6c",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0038_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 102.4684,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -7124.2646,
91
+ "max": 17.7436,
92
+ "mean": -1549.9099,
93
+ "median": -1038.9829,
94
+ "p90": 17.0441
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 184957,
101
+ "min": 0.0752,
102
+ "max": 378.8046,
103
+ "mean": 70.4058,
104
+ "median": 59.38,
105
+ "p90": 144.281
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 80,
122
+ "major_roads": 2907,
123
+ "schools_waterpoints": 156,
124
+ "urban_landuse": 12342,
125
+ "water_surface": 33,
126
+ "waterways": 14
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 12,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0039_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0039_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87932294066549,
17
+ "lat": 6.9369810353752115
18
+ },
19
+ "bbox": [
20
+ 79.85667410182006,
21
+ 6.914497995227244,
22
+ 79.90197177951092,
23
+ 6.959464075523179
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0039_label_positive_jitter_packet.png",
33
+ "sha256": "cd37d9919863ab4a55787663811029b91e69680f20ce3a03e766a5459a2079ec",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0039_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 98.8089,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -2504.5884,
91
+ "max": 17.8929,
92
+ "mean": -197.4101,
93
+ "median": 16.9355,
94
+ "p90": 17.631
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 246865,
101
+ "min": 0.1015,
102
+ "max": 614.6329,
103
+ "mean": 134.6606,
104
+ "median": 116.6882,
105
+ "p90": 273.0236
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 51,
122
+ "major_roads": 2654,
123
+ "schools_waterpoints": 133,
124
+ "urban_landuse": 19407,
125
+ "water_surface": 20,
126
+ "waterways": 43
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0041_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0041_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86595512550542,
17
+ "lat": 6.903102423967865
18
+ },
19
+ "bbox": [
20
+ 79.84330791197803,
21
+ 6.880619383819897,
22
+ 79.88860233903281,
23
+ 6.925585464115833
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0041_label_positive_jitter_packet.png",
33
+ "sha256": "53d1e9f44c1ceb46baa4ad46fc73606adc51ef0a3153f704994498c12496876a",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0041_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.4989,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -5605.105,
91
+ "max": 17.7995,
92
+ "mean": -956.3135,
93
+ "median": -420.8195,
94
+ "p90": 17.3963
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 226167,
101
+ "min": 0.0366,
102
+ "max": 626.1084,
103
+ "mean": 70.7704,
104
+ "median": 56.0937,
105
+ "p90": 152.7065
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 95,
122
+ "major_roads": 3313,
123
+ "schools_waterpoints": 174,
124
+ "urban_landuse": 15531,
125
+ "water_surface": 45,
126
+ "waterways": 39
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 12,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0046_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0046_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87035202370055,
17
+ "lat": 6.922439544973916
18
+ },
19
+ "bbox": [
20
+ 79.84770388347809,
21
+ 6.899956504825948,
22
+ 79.893000163923,
23
+ 6.944922585121883
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0046_label_positive_jitter_packet.png",
33
+ "sha256": "d60fe49fbfc55173230aa010f43a4cace5ddef58ee2e2c5ecbcdbdeca5b6e6fd",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0046_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.6497,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -2713.1011,
91
+ "max": 17.6113,
92
+ "mean": -358.5468,
93
+ "median": -83.2967,
94
+ "p90": 17.2691
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 258546,
101
+ "min": 0.0083,
102
+ "max": 622.8071,
103
+ "mean": 113.0072,
104
+ "median": 73.7488,
105
+ "p90": 266.6752
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 71,
122
+ "major_roads": 3553,
123
+ "schools_waterpoints": 171,
124
+ "urban_landuse": 16363,
125
+ "water_surface": 51,
126
+ "waterways": 45
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 18,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0052_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0052_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86907230130922,
17
+ "lat": 6.920337007282411
18
+ },
19
+ "bbox": [
20
+ 79.84642426197559,
21
+ 6.897853967134443,
22
+ 79.89172034064285,
23
+ 6.942820047430379
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0052_label_positive_jitter_packet.png",
33
+ "sha256": "11c252ae3a617ff96ca6a805426eec93a56ea2164a35b43a8e35a4a5d70119c9",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0052_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.5605,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3081.5999,
91
+ "max": 17.6046,
92
+ "mean": -406.7776,
93
+ "median": -119.9184,
94
+ "p90": 17.2319
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 255947,
101
+ "min": 0.0083,
102
+ "max": 628.6684,
103
+ "mean": 105.4949,
104
+ "median": 66.6291,
105
+ "p90": 255.7505
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 70,
122
+ "major_roads": 3563,
123
+ "schools_waterpoints": 166,
124
+ "urban_landuse": 16011,
125
+ "water_surface": 51,
126
+ "waterways": 45
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 18,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0053_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0053_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.92060572195189,
17
+ "lat": 6.796633838182275
18
+ },
19
+ "bbox": [
20
+ 79.89796356318861,
21
+ 6.774150798034307,
22
+ 79.94324788071516,
23
+ 6.8191168783302425
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0053_label_positive_jitter_packet.png",
33
+ "sha256": "87af15fb00d3a153814ac0f4edf429c29066e48ad371105aa9414605d37e8434",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0053_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 106.1482,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 19.5035,
91
+ "max": 22.0682,
92
+ "mean": 21.0177,
93
+ "median": 21.1327,
94
+ "p90": 21.7703
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 255987,
101
+ "min": 0.0156,
102
+ "max": 240.3814,
103
+ "mean": 39.1565,
104
+ "median": 35.5783,
105
+ "p90": 69.5024
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 2,
122
+ "major_roads": 1405,
123
+ "schools_waterpoints": 13,
124
+ "urban_landuse": 10783,
125
+ "water_surface": 4,
126
+ "waterways": 22
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 1,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0054_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0054_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.83858186365461,
17
+ "lat": 6.935768222438369
18
+ },
19
+ "bbox": [
20
+ 79.81593308313428,
21
+ 6.913285182290402,
22
+ 79.86123064417494,
23
+ 6.958251262586337
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0054_label_positive_jitter_packet.png",
33
+ "sha256": "f8898e45699ec4f0bf93884fc0fe6dc200d80a8ab835692acd80eb10db307bbd",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0054_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 91.692,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -7242.8188,
91
+ "max": 15.7147,
92
+ "mean": -2081.7139,
93
+ "median": -1673.9802,
94
+ "p90": -296.6381
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 130534,
101
+ "min": 0.0036,
102
+ "max": 632.7894,
103
+ "mean": 67.6078,
104
+ "median": 9.0579,
105
+ "p90": 245.1868
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 12,
122
+ "major_roads": 1384,
123
+ "schools_waterpoints": 34,
124
+ "urban_landuse": 3647,
125
+ "water_surface": 11,
126
+ "waterways": 10
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 4,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0058_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0058_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87634748014106,
17
+ "lat": 6.952724583133071
18
+ },
19
+ "bbox": [
20
+ 79.85369788322826,
21
+ 6.930241542985103,
22
+ 79.89899707705386,
23
+ 6.9752076232810385
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0058_label_positive_jitter_packet.png",
33
+ "sha256": "ef92495de6097dbfbc7151fca81dc4c42ac4a6c9a4802b29d155e0423e5d32ce",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0058_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 88.7274,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4241.7715,
91
+ "max": 17.9541,
92
+ "mean": -539.3135,
93
+ "median": 16.9287,
94
+ "p90": 17.7172
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 196080,
101
+ "min": 0.0115,
102
+ "max": 610.952,
103
+ "mean": 152.9419,
104
+ "median": 138.215,
105
+ "p90": 303.4198
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 25,
122
+ "major_roads": 2108,
123
+ "schools_waterpoints": 90,
124
+ "urban_landuse": 19807,
125
+ "water_surface": 15,
126
+ "waterways": 65
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 6,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0059_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0059_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.8675208385367,
17
+ "lat": 6.937702620428565
18
+ },
19
+ "bbox": [
20
+ 79.84487196498475,
21
+ 6.915219580280597,
22
+ 79.89016971208866,
23
+ 6.960185660576533
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0059_label_positive_jitter_packet.png",
33
+ "sha256": "0dfaef13bb15efc67ecb2331dd5b1fda29354b5a89ba472324d16c1777bba88a",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0059_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 100.1332,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4219.2666,
91
+ "max": 17.6408,
92
+ "mean": -578.6719,
93
+ "median": -179.7837,
94
+ "p90": 17.2472
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 238411,
101
+ "min": 0.0083,
102
+ "max": 627.3776,
103
+ "mean": 136.5292,
104
+ "median": 121.5559,
105
+ "p90": 285.6811
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 49,
122
+ "major_roads": 2883,
123
+ "schools_waterpoints": 127,
124
+ "urban_landuse": 14775,
125
+ "water_surface": 18,
126
+ "waterways": 29
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0062_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0062_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87539338214376,
17
+ "lat": 6.944247073415113
18
+ },
19
+ "bbox": [
20
+ 79.85274419365022,
21
+ 6.921764033267145,
22
+ 79.89804257063729,
23
+ 6.966730113563081
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0062_label_positive_jitter_packet.png",
33
+ "sha256": "f2513a4b37ef27c9cc5198996d87dd4c83879810c0a7f16383fba09e5647c552",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0062_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 94.5938,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3693.1213,
91
+ "max": 17.8696,
92
+ "mean": -409.8001,
93
+ "median": 16.6104,
94
+ "p90": 17.5797
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 227590,
101
+ "min": 0.0207,
102
+ "max": 612.2249,
103
+ "mean": 148.1073,
104
+ "median": 133.8674,
105
+ "p90": 296.3396
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 24,
122
+ "major_roads": 2303,
123
+ "schools_waterpoints": 119,
124
+ "urban_landuse": 18338,
125
+ "water_surface": 15,
126
+ "waterways": 60
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 7,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0064_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0064_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.84040316618328,
17
+ "lat": 6.934581278268779
18
+ },
19
+ "bbox": [
20
+ 79.81775444273389,
21
+ 6.912098238120811,
22
+ 79.86305188963267,
23
+ 6.957064318416747
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0064_label_positive_jitter_packet.png",
33
+ "sha256": "83e393bb2df337453151b4b612e585036024bfb2f88be1a1bbe45a51afca299c",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0064_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 93.6126,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -6916.8198,
91
+ "max": 14.6392,
92
+ "mean": -1879.5088,
93
+ "median": -1483.0698,
94
+ "p90": -266.1247
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 142030,
101
+ "min": 0.0036,
102
+ "max": 632.4738,
103
+ "mean": 74.6819,
104
+ "median": 12.8237,
105
+ "p90": 252.201
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 17,
122
+ "major_roads": 1631,
123
+ "schools_waterpoints": 49,
124
+ "urban_landuse": 3905,
125
+ "water_surface": 18,
126
+ "waterways": 10
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 4,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0065_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0065_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87537826241692,
17
+ "lat": 6.9257833263528426
18
+ },
19
+ "bbox": [
20
+ 79.85272996168072,
21
+ 6.903300286204875,
22
+ 79.89802656315311,
23
+ 6.94826636650081
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0065_label_positive_jitter_packet.png",
33
+ "sha256": "45a275a0e4b6f2db378ca89a13bcb7d080d4bee3f6a1ec136056186409a90c57",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0065_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.307,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -2051.5403,
91
+ "max": 17.7211,
92
+ "mean": -230.054,
93
+ "median": 16.6041,
94
+ "p90": 17.4492
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 261744,
101
+ "min": 0.0207,
102
+ "max": 610.441,
103
+ "mean": 120.3708,
104
+ "median": 86.8584,
105
+ "p90": 271.7501
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 68,
122
+ "major_roads": 3293,
123
+ "schools_waterpoints": 161,
124
+ "urban_landuse": 16302,
125
+ "water_surface": 43,
126
+ "waterways": 39
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0069_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0069_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.9090972989153,
17
+ "lat": 6.894187120326601
18
+ },
19
+ "bbox": [
20
+ 79.8864505117427,
21
+ 6.871704080178633,
22
+ 79.9317440860879,
23
+ 6.916670160474569
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0069_label_positive_jitter_packet.png",
33
+ "sha256": "f081270307e048452235f35041813cfe934cb77a8878bb6f297ca28f9394f9f6",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0069_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 110.5469,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 17.1347,
91
+ "max": 19.0526,
92
+ "mean": 18.1065,
93
+ "median": 18.11,
94
+ "p90": 18.5911
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 259968,
101
+ "min": 0.0097,
102
+ "max": 248.9498,
103
+ "mean": 44.83,
104
+ "median": 40.1785,
105
+ "p90": 83.7863
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 46,
122
+ "major_roads": 2578,
123
+ "schools_waterpoints": 63,
124
+ "urban_landuse": 6183,
125
+ "water_surface": 52,
126
+ "waterways": 107
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 1,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0070_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0070_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.96458379506986,
17
+ "lat": 6.857261725315924
18
+ },
19
+ "bbox": [
20
+ 79.94193876776436,
21
+ 6.834778685167956,
22
+ 79.98722882237536,
23
+ 6.879744765463892
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0070_label_positive_jitter_packet.png",
33
+ "sha256": "c76fef1dc3b9f48d87c0a7fc050a226cd157baee77dd364dd23ad273ce8f3a28",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0070_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 104.569,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 19.0237,
91
+ "max": 23.1788,
92
+ "mean": 21.1183,
93
+ "median": 21.0974,
94
+ "p90": 22.481
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 262144,
101
+ "min": 0.9599,
102
+ "max": 167.5469,
103
+ "mean": 30.0975,
104
+ "median": 26.3282,
105
+ "p90": 53.3653
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 13,
122
+ "major_roads": 1336,
123
+ "schools_waterpoints": 12,
124
+ "urban_landuse": 7471,
125
+ "water_surface": 2,
126
+ "waterways": 21
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 1,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0076_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0076_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.83562000473985,
17
+ "lat": 6.92857802200468
18
+ },
19
+ "bbox": [
20
+ 79.81297156978714,
21
+ 6.906094981856712,
22
+ 79.85826843969257,
23
+ 6.951061062152648
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0076_label_positive_jitter_packet.png",
33
+ "sha256": "df4351a267ce267c83b7c31a3a4d40837ae32cd43a12a15001aff73a65d4aad8",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0076_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 90.773,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -6347.1602,
91
+ "max": 14.7861,
92
+ "mean": -1974.9663,
93
+ "median": -1736.3394,
94
+ "p90": -350.3766
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 117790,
101
+ "min": 0.0036,
102
+ "max": 628.0479,
103
+ "mean": 54.7471,
104
+ "median": 7.3286,
105
+ "p90": 183.6904
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 13,
122
+ "major_roads": 1335,
123
+ "schools_waterpoints": 28,
124
+ "urban_landuse": 3569,
125
+ "water_surface": 11,
126
+ "waterways": 10
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 2,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0077_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0077_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.8790666645105,
17
+ "lat": 6.949509896642328
18
+ },
19
+ "bbox": [
20
+ 79.85641722253109,
21
+ 6.9270268564943605,
22
+ 79.90171610648991,
23
+ 6.971992936790296
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0077_label_positive_jitter_packet.png",
33
+ "sha256": "ddb612a75d3b76690a59d70111d5d39dbdef0ed9ac9ce24e9fe91c7edc073054",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0077_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 90.047,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3470.4653,
91
+ "max": 17.9673,
92
+ "mean": -357.2148,
93
+ "median": 17.0959,
94
+ "p90": 17.7373
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 204147,
101
+ "min": 0.0115,
102
+ "max": 612.4485,
103
+ "mean": 152.2272,
104
+ "median": 138.0425,
105
+ "p90": 295.4095
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 22,
122
+ "major_roads": 2215,
123
+ "schools_waterpoints": 101,
124
+ "urban_landuse": 21762,
125
+ "water_surface": 19,
126
+ "waterways": 58
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 7,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0080_label_positive_jitter_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0080_label_positive_jitter",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.85762902708133,
17
+ "lat": 6.920866406784564
18
+ },
19
+ "bbox": [
20
+ 79.83498096234779,
21
+ 6.898383366636597,
22
+ 79.88027709181488,
23
+ 6.943349446932532
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0080_label_positive_jitter_packet.png",
33
+ "sha256": "047f7e64483dc0a1739fa292fd5fbb0f3ee7c7a33bfa60f8aae6ec04931b4b4c",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0080_label_positive_jitter/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "label_positive_jitter",
83
+ "packet_std": 101.7526,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4239.4844,
91
+ "max": 17.2819,
92
+ "mean": -806.7302,
93
+ "median": -528.3219,
94
+ "p90": 16.6633
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 216298,
101
+ "min": 0.0083,
102
+ "max": 617.0729,
103
+ "mean": 100.7747,
104
+ "median": 54.6586,
105
+ "p90": 269.4998
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 57,
122
+ "major_roads": 3178,
123
+ "schools_waterpoints": 151,
124
+ "urban_landuse": 11595,
125
+ "water_surface": 33,
126
+ "waterways": 18
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 20,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "label_positive_jitter",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0083_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.89292144143967,
17
+ "lat": 6.792629557847101
18
+ },
19
+ "bbox": [
20
+ 79.87027947121649,
21
+ 6.770146517699133,
22
+ 79.91556341166284,
23
+ 6.815112597995069
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban_packet.png",
33
+ "sha256": "32f1bb61895f4e123f3db8a507272589771c558b7a4b79c0ca67ef06447c0d98",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0083_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 107.6971,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -920.9711,
91
+ "max": 21.0006,
92
+ "mean": -29.9959,
93
+ "median": 19.3658,
94
+ "p90": 20.5391
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 219093,
101
+ "min": 0.0156,
102
+ "max": 1394.4758,
103
+ "mean": 62.3114,
104
+ "median": 53.716,
105
+ "p90": 113.2741
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 8,
122
+ "major_roads": 1290,
123
+ "schools_waterpoints": 24,
124
+ "urban_landuse": 28793,
125
+ "water_surface": 2,
126
+ "waterways": 21
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0089_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.85733615131299,
17
+ "lat": 6.916489461151531
18
+ },
19
+ "bbox": [
20
+ 79.83468829651993,
21
+ 6.894006421003563,
22
+ 79.87998400610606,
23
+ 6.9389725012994985
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban_packet.png",
33
+ "sha256": "4dd0bd780ee56fdf6116827cd0bf797f14dfec6e9445295b2152c3dcd6bbfde7",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0089_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 100.9352,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -4976.7295,
91
+ "max": 17.3693,
92
+ "mean": -907.2552,
93
+ "median": -559.1439,
94
+ "p90": 16.6165
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 206626,
101
+ "min": 0.0054,
102
+ "max": 633.4416,
103
+ "mean": 90.9387,
104
+ "median": 53.2161,
105
+ "p90": 237.3633
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 66,
122
+ "major_roads": 3132,
123
+ "schools_waterpoints": 161,
124
+ "urban_landuse": 12367,
125
+ "water_surface": 33,
126
+ "waterways": 19
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 13,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0090_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.98159880203448,
17
+ "lat": 6.764275903497888
18
+ },
19
+ "bbox": [
20
+ 79.95895816357945,
21
+ 6.74179286334992,
22
+ 80.00423944048951,
23
+ 6.7867589436458555
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban_packet.png",
33
+ "sha256": "57950971e75856f329712573266649c1d779a24f53d683df50a53b3afff1bfaa",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0090_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 110.898,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 16.5918,
91
+ "max": 22.9161,
92
+ "mean": 21.653,
93
+ "median": 21.9773,
94
+ "p90": 22.5449
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 140476,
101
+ "min": 0.0731,
102
+ "max": 60.8467,
103
+ "mean": 13.872,
104
+ "median": 10.9407,
105
+ "p90": 29.4002
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 3,
122
+ "major_roads": 580,
123
+ "schools_waterpoints": 1,
124
+ "urban_landuse": 6285,
125
+ "water_surface": 4,
126
+ "waterways": 24
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0093_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.9458457724916,
17
+ "lat": 6.941073926116221
18
+ },
19
+ "bbox": [
20
+ 79.92319673673882,
21
+ 6.9185908859682534,
22
+ 79.96849480824437,
23
+ 6.963556966264189
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban_packet.png",
33
+ "sha256": "0fb2f5454b0828a4907ef4825f9bdcc920d2be4f9808177697a91933af9518fd",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0093_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 103.6635,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 18.3348,
91
+ "max": 21.4981,
92
+ "mean": 19.7817,
93
+ "median": 19.7686,
94
+ "p90": 20.857
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 150857,
101
+ "min": 0.0882,
102
+ "max": 104.8804,
103
+ "mean": 27.4669,
104
+ "median": 23.9982,
105
+ "p90": 55.281
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 6,
122
+ "major_roads": 1122,
123
+ "schools_waterpoints": 8,
124
+ "urban_landuse": 16700,
125
+ "water_surface": 55,
126
+ "waterways": 25
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0099_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.97435949438882,
17
+ "lat": 6.745590993966157
18
+ },
19
+ "bbox": [
20
+ 79.95171973044584,
21
+ 6.7231079538181895,
22
+ 79.9969992583318,
23
+ 6.768074034114125
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban_packet.png",
33
+ "sha256": "acb2ded13c5f77efcd6b1097ca1a5ec87e8af3895c52acbe79051538c0c8889e",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0099_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 111.5314,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 10.8847,
91
+ "max": 22.416,
92
+ "mean": 19.8401,
93
+ "median": 20.8705,
94
+ "p90": 21.9057
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 38566,
101
+ "min": 0.09,
102
+ "max": 51.3068,
103
+ "mean": 12.7624,
104
+ "median": 9.3096,
105
+ "p90": 29.2336
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 0,
122
+ "major_roads": 487,
123
+ "schools_waterpoints": 0,
124
+ "urban_landuse": 10801,
125
+ "water_surface": 7,
126
+ "waterways": 16
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0101_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.87946344472638,
17
+ "lat": 6.795380100148236
18
+ },
19
+ "bbox": [
20
+ 79.85682134500713,
21
+ 6.772897060000268,
22
+ 79.90210554444563,
23
+ 6.817863140296204
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban_packet.png",
33
+ "sha256": "22e09edf6a4579c51df9a27338d2aef0fa045127c01a02b6d723a2cd0746565b",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0101_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 109.3139,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3616.1323,
91
+ "max": 20.0951,
92
+ "mean": -712.4884,
93
+ "median": 18.6206,
94
+ "p90": 19.7303
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 167171,
101
+ "min": 0.1075,
102
+ "max": 1421.3829,
103
+ "mean": 72.639,
104
+ "median": 67.4,
105
+ "p90": 131.0114
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 8,
122
+ "major_roads": 1088,
123
+ "schools_waterpoints": 20,
124
+ "urban_landuse": 23891,
125
+ "water_surface": 5,
126
+ "waterways": 30
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0102_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.895452488888,
17
+ "lat": 6.836859020714745
18
+ },
19
+ "bbox": [
20
+ 79.87280842982585,
21
+ 6.814375980566777,
22
+ 79.91809654795014,
23
+ 6.859342060862713
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban_packet.png",
33
+ "sha256": "a1ef5b137961a964c2cde9c24a03cb5b9c6f9509c79f5d050e6f7692d3dc7f1b",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0102_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 107.156,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -413.0089,
91
+ "max": 20.8372,
92
+ "mean": 8.4898,
93
+ "median": 19.0592,
94
+ "p90": 20.1424
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 261693,
101
+ "min": 0.0345,
102
+ "max": 324.3814,
103
+ "mean": 47.5792,
104
+ "median": 43.6406,
105
+ "p90": 91.7897
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 28,
122
+ "major_roads": 2046,
123
+ "schools_waterpoints": 22,
124
+ "urban_landuse": 29341,
125
+ "water_surface": 33,
126
+ "waterways": 105
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0108_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.91176977525366,
17
+ "lat": 6.9395831254263385
18
+ },
19
+ "bbox": [
20
+ 79.8891208112365,
21
+ 6.917100085278371,
22
+ 79.93441873927082,
23
+ 6.962066165574306
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban_packet.png",
33
+ "sha256": "f7dca8eec80b63f497828dc3b720815824c8da29516583ac0d432c2bfd20677c",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0108_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 96.4944,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 17.1077,
91
+ "max": 19.3126,
92
+ "mean": 18.1407,
93
+ "median": 18.116,
94
+ "p90": 18.8507
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 195739,
101
+ "min": 0.0882,
102
+ "max": 256.2373,
103
+ "mean": 61.767,
104
+ "median": 53.6908,
105
+ "p90": 120.9392
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 19,
122
+ "major_roads": 1589,
123
+ "schools_waterpoints": 25,
124
+ "urban_landuse": 25799,
125
+ "water_surface": 28,
126
+ "waterways": 44
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0111_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.96907924710837,
17
+ "lat": 6.893104476867411
18
+ },
19
+ "bbox": [
20
+ 79.94643251167238,
21
+ 6.870621436719443,
22
+ 79.99172598254435,
23
+ 6.915587517015378
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban_packet.png",
33
+ "sha256": "82f026a00639909e9fd46c1733c5db8560fe09fdeb235c6da50feb1141eb593f",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0111_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 104.8718,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 19.2043,
91
+ "max": 22.2152,
92
+ "mean": 20.6401,
93
+ "median": 20.6171,
94
+ "p90": 21.6065
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 262144,
101
+ "min": 0.1546,
102
+ "max": 138.1782,
103
+ "mean": 24.8318,
104
+ "median": 22.7327,
105
+ "p90": 44.1342
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 26,
122
+ "major_roads": 1479,
123
+ "schools_waterpoints": 19,
124
+ "urban_landuse": 11505,
125
+ "water_surface": 5,
126
+ "waterways": 42
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0112_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 80.09934609277724,
17
+ "lat": 6.907791900332608
18
+ },
19
+ "bbox": [
20
+ 80.07669865475943,
21
+ 6.88530886018464,
22
+ 80.12199353079505,
23
+ 6.930274940480576
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban_packet.png",
33
+ "sha256": "aede66e54e66d2347315527dd4356558bdf8284861704da8737079bc342457ac",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0112_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 105.3977,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 20.1098,
91
+ "max": 27.1577,
92
+ "mean": 23.7793,
93
+ "median": 23.7005,
94
+ "p90": 25.6438
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 212704,
101
+ "min": 0.0201,
102
+ "max": 95.8275,
103
+ "mean": 8.6382,
104
+ "median": 5.5448,
105
+ "p90": 19.6618
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 2,
122
+ "major_roads": 393,
123
+ "schools_waterpoints": 4,
124
+ "urban_landuse": 4689,
125
+ "water_surface": 14,
126
+ "waterways": 8
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0118_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.95860317673002,
17
+ "lat": 6.930478177611041
18
+ },
19
+ "bbox": [
20
+ 79.93595465048979,
21
+ 6.9079951374630735,
22
+ 79.98125170297025,
23
+ 6.952961217759009
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban_packet.png",
33
+ "sha256": "b6b1150ea19ac5b5360cf2332be86af7beb04cf34232cb517467fc556ebd1fee",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0118_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 104.4947,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 19.0681,
91
+ "max": 22.1106,
92
+ "mean": 20.6067,
93
+ "median": 20.612,
94
+ "p90": 21.6567
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 192905,
101
+ "min": 0.0964,
102
+ "max": 101.1987,
103
+ "mean": 27.1306,
104
+ "median": 25.2077,
105
+ "p90": 49.7087
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 11,
122
+ "major_roads": 1472,
123
+ "schools_waterpoints": 17,
124
+ "urban_landuse": 18613,
125
+ "water_surface": 43,
126
+ "waterways": 23
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0124_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.8815771586762,
17
+ "lat": 6.842273156851853
18
+ },
19
+ "bbox": [
20
+ 79.85893284296542,
21
+ 6.819790116703885,
22
+ 79.90422147438697,
23
+ 6.864756196999821
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban_packet.png",
33
+ "sha256": "8bbfb1d96dd0dd84e7786f2e7afa596c3d50b9772b0dec75dfdbf3a5661b0342",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0124_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 106.5084,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3192.8901,
91
+ "max": 20.0421,
92
+ "mean": -552.6923,
93
+ "median": 18.3851,
94
+ "p90": 19.3206
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 249016,
101
+ "min": 0.0368,
102
+ "max": 315.2314,
103
+ "mean": 65.273,
104
+ "median": 63.9206,
105
+ "p90": 120.8013
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 28,
122
+ "major_roads": 2292,
123
+ "schools_waterpoints": 51,
124
+ "urban_landuse": 38643,
125
+ "water_surface": 28,
126
+ "waterways": 82
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0127_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.91371629843823,
17
+ "lat": 6.939041817532556
18
+ },
19
+ "bbox": [
20
+ 79.89106736046426,
21
+ 6.916558777384588,
22
+ 79.9363652364122,
23
+ 6.961524857680524
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban_packet.png",
33
+ "sha256": "c574ed6fe86e0fa2d1cf645029a6fa296cf108ae379e70b90b04a045ea4c3356",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0127_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 97.6664,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 17.1948,
91
+ "max": 19.4375,
92
+ "mean": 18.2189,
93
+ "median": 18.1801,
94
+ "p90": 18.9689
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 197770,
101
+ "min": 0.0882,
102
+ "max": 255.2785,
103
+ "mean": 59.6872,
104
+ "median": 51.8091,
105
+ "p90": 117.0512
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 17,
122
+ "major_roads": 1583,
123
+ "schools_waterpoints": 22,
124
+ "urban_landuse": 25213,
125
+ "water_surface": 27,
126
+ "waterways": 41
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0128_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.99641771725837,
17
+ "lat": 6.944672342213906
18
+ },
19
+ "bbox": [
20
+ 79.97376850828891,
21
+ 6.922189302065938,
22
+ 80.01906692622782,
23
+ 6.967155382361874
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban_packet.png",
33
+ "sha256": "94cfde7a0a0ec6a604079bcf6f17e05cf686a00c4aa26db77f1f2f12e7d1b0b4",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0128_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 107.3664,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 20.7933,
91
+ "max": 23.2767,
92
+ "mean": 22.0896,
93
+ "median": 22.0931,
94
+ "p90": 22.788
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 111958,
101
+ "min": 0.0379,
102
+ "max": 96.5739,
103
+ "mean": 19.8699,
104
+ "median": 17.4957,
105
+ "p90": 37.2516
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 5,
122
+ "major_roads": 908,
123
+ "schools_waterpoints": 11,
124
+ "urban_landuse": 12062,
125
+ "water_surface": 44,
126
+ "waterways": 14
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0137_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.8609941442413,
17
+ "lat": 6.861764458068844
18
+ },
19
+ "bbox": [
20
+ 79.83834890285338,
21
+ 6.839281417920876,
22
+ 79.88363938562922,
23
+ 6.884247498216812
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban_packet.png",
33
+ "sha256": "e22df0156a564255700ff556b784db79981f6fbb29250f1a3e0d117a163e4cd9",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0137_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 107.141,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -7316.6694,
91
+ "max": 18.6217,
92
+ "mean": -2897.168,
93
+ "median": -2726.7542,
94
+ "p90": 18.0003
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 144457,
101
+ "min": 0.0993,
102
+ "max": 365.3648,
103
+ "mean": 103.7188,
104
+ "median": 101.77,
105
+ "p90": 164.489
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 38,
122
+ "major_roads": 1738,
123
+ "schools_waterpoints": 58,
124
+ "urban_landuse": 28543,
125
+ "water_surface": 9,
126
+ "waterways": 9
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0138_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 80.08521357748955,
17
+ "lat": 6.9096804990779015
18
+ },
19
+ "bbox": [
20
+ 80.06256604901833,
21
+ 6.887197458929934,
22
+ 80.10786110596078,
23
+ 6.932163539225869
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban_packet.png",
33
+ "sha256": "54b3a325c7e094f4cbb89be54d62d4e14306f646737cc9d1ac82e2496a5afdbc",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0138_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 101.8465,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 21.3265,
91
+ "max": 26.0934,
92
+ "mean": 23.7135,
93
+ "median": 23.5591,
94
+ "p90": 24.8874
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 176306,
101
+ "min": 0.0177,
102
+ "max": 94.5712,
103
+ "mean": 10.0818,
104
+ "median": 6.9004,
105
+ "p90": 23.1312
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 1,
122
+ "major_roads": 524,
123
+ "schools_waterpoints": 4,
124
+ "urban_landuse": 6435,
125
+ "water_surface": 14,
126
+ "waterways": 8
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0141_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.89031417140347,
17
+ "lat": 6.996213885102639
18
+ },
19
+ "bbox": [
20
+ 79.86766247128615,
21
+ 6.973730844954671,
22
+ 79.9129658715208,
23
+ 7.018696925250607
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban_packet.png",
33
+ "sha256": "63d35eff745cf1e630cb0febde3f03fa03abefea533455e5288128562af9635d",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0141_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 70.8842,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -1444.3994,
91
+ "max": 18.1231,
92
+ "mean": -101.3874,
93
+ "median": 17.725,
94
+ "p90": 17.9552
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 13110,
101
+ "min": 0.0088,
102
+ "max": 360.597,
103
+ "mean": 105.0654,
104
+ "median": 70.4643,
105
+ "p90": 317.6273
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 10,
122
+ "major_roads": 1567,
123
+ "schools_waterpoints": 21,
124
+ "urban_landuse": 18685,
125
+ "water_surface": 4,
126
+ "waterways": 25
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0142_hard_negative_water_urban",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.95045040861221,
17
+ "lat": 6.912613139959284
18
+ },
19
+ "bbox": [
20
+ 79.92780273963353,
21
+ 6.890130099811316,
22
+ 79.97309807759089,
23
+ 6.9350961801072515
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban_packet.png",
33
+ "sha256": "0e27001670bfe36b7a04355c11f8585c839e534df82ba7faf3ca35dd371d747c",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0142_hard_negative_water_urban/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "hard_negative_water_urban",
83
+ "packet_std": 103.8992,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 18.589,
91
+ "max": 21.7935,
92
+ "mean": 20.0594,
93
+ "median": 20.0403,
94
+ "p90": 21.1382
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 262144,
101
+ "min": 0.3874,
102
+ "max": 154.4746,
103
+ "mean": 33.0905,
104
+ "median": 30.1603,
105
+ "p90": 58.8504
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 26,
122
+ "major_roads": 1906,
123
+ "schools_waterpoints": 24,
124
+ "urban_landuse": 17369,
125
+ "water_surface": 20,
126
+ "waterways": 55
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "hard_negative_water_urban",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0150_exposure_context_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0150_exposure_context",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.88492452181357,
17
+ "lat": 6.884456689251289
18
+ },
19
+ "bbox": [
20
+ 79.86227819933333,
21
+ 6.861973649103321,
22
+ 79.90757084429382,
23
+ 6.906939729399257
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0150_exposure_context_packet.png",
33
+ "sha256": "d89c9fe8705ef04f1621801c0b82a403aad7f37d895d2e5f20e03a06e217a369",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0150_exposure_context/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "exposure_context",
83
+ "packet_std": 105.8011,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -2522.8052,
91
+ "max": 18.6632,
92
+ "mean": -259.1784,
93
+ "median": 17.6807,
94
+ "p90": 18.107
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 262084,
101
+ "min": 0.0319,
102
+ "max": 275.0803,
103
+ "mean": 68.027,
104
+ "median": 60.226,
105
+ "p90": 124.3283
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 73,
122
+ "major_roads": 2917,
123
+ "schools_waterpoints": 123,
124
+ "urban_landuse": 23891,
125
+ "water_surface": 37,
126
+ "waterways": 57
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 2,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "exposure_context",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0152_exposure_context_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0152_exposure_context",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.86568011861495,
17
+ "lat": 6.927130120324292
18
+ },
19
+ "bbox": [
20
+ 79.8430317532053,
21
+ 6.904647080176324,
22
+ 79.8883284840246,
23
+ 6.94961316047226
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0152_exposure_context_packet.png",
33
+ "sha256": "a4203b162868598c60e6d3e8760d64c6b19239a03800aba9d32526b2e6b9daef",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0152_exposure_context/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "exposure_context",
83
+ "packet_std": 103.5843,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": -3126.2449,
91
+ "max": 17.4404,
92
+ "mean": -496.0816,
93
+ "median": -225.3345,
94
+ "p90": 17.093
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 248331,
101
+ "min": 0.0074,
102
+ "max": 629.3065,
103
+ "mean": 119.9106,
104
+ "median": 82.5487,
105
+ "p90": 278.5361
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 60,
122
+ "major_roads": 3434,
123
+ "schools_waterpoints": 158,
124
+ "urban_landuse": 15004,
125
+ "water_surface": 35,
126
+ "waterways": 31
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 14,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "weak_label_positive",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "exposure_context",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }
sidecars/colombo_dengue/colombo_dengue_s0153_exposure_context_sidecar.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema_version": "vectoros-chip-sidecar-v0.2",
3
+ "packet_schema_version": "vectoros-simsat-mapbox-packet-v0.1",
4
+ "run_id": "vectoros_vector_100k_simsat_20260506",
5
+ "chip_id": "colombo_dengue_s0153_exposure_context",
6
+ "aoi_id": "colombo_dengue",
7
+ "split": "validation",
8
+ "disease_module": "dengue_aedes",
9
+ "primary_disease": "dengue",
10
+ "country": "Sri Lanka",
11
+ "name": "Colombo District, Sri Lanka",
12
+ "timestamp": "2025-12-31T12:00:00Z",
13
+ "chip_size_km": 5.0,
14
+ "pixels": 512,
15
+ "center": {
16
+ "lon": 79.98827382111182,
17
+ "lat": 6.949024251083345
18
+ },
19
+ "bbox": [
20
+ 79.96562440253196,
21
+ 6.926541210935377,
22
+ 80.01092323969168,
23
+ 6.971507291231313
24
+ ],
25
+ "panel_order": [
26
+ "top_left: SimSat Sentinel-2 true-color RGB",
27
+ "top_right: SimSat Sentinel-2 false color NIR-red-green",
28
+ "bottom_left: Mapbox satellite context",
29
+ "bottom_right: aligned evidence overlay from ESA WorldCover, JRC water, CHIRPS rainfall, WorldPop, OSM, and weak labels"
30
+ ],
31
+ "image_packet": {
32
+ "path": "image_packets/colombo_dengue/colombo_dengue_s0153_exposure_context_packet.png",
33
+ "sha256": "1c18148140ed833644584943a13ef1cac2a5a441ebc080c3a51971182be9949f",
34
+ "width": 1024,
35
+ "height": 1024
36
+ },
37
+ "source_assets": {
38
+ "packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
39
+ "simsat_raw_dir": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context",
40
+ "sentinel_rgb": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/sentinel_rgb.png",
41
+ "sentinel_false_color": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/sentinel_false_color_nir_red_green.png",
42
+ "sentinel_bands": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/sentinel_bands_red_green_blue_nir.npz",
43
+ "sentinel_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/sentinel_metadata.json",
44
+ "mapbox_satellite": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/mapbox_satellite.png",
45
+ "mapbox_metadata": "simsat_raw/colombo_dengue/colombo_dengue_s0153_exposure_context/mapbox_metadata.json",
46
+ "source_layers": {
47
+ "rainfall_chirps": "data/raw/chirps/daily_v2_p05/2025/chirps-v2.0.2025.12.31.tif.gz",
48
+ "land_cover_worldcover": "data/raw/esa_worldcover/colombo_sri_lanka/colombo_worldcover_2021_v200_map.tif",
49
+ "population_worldpop": "data/raw/worldpop/colombo_sri_lanka/colombo_worldpop_2025_constrained_100m.tif",
50
+ "jrc_gsw": {
51
+ "occurrence": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_occurrence_v1_4_2021.tif",
52
+ "seasonality": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_seasonality_v1_4_2021.tif",
53
+ "transitions": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_transitions_v1_4_2021.tif",
54
+ "extent": "data/raw/jrc_gsw/colombo_sri_lanka/colombo_gsw_extent_v1_4_2021.tif"
55
+ },
56
+ "osm": {
57
+ "health_facilities": "data/raw/osm/colombo_sri_lanka/osm_health_facilities_colombo.overpass.json",
58
+ "major_roads": "data/raw/osm/colombo_sri_lanka/osm_major_roads_colombo.overpass.json",
59
+ "schools_waterpoints": "data/raw/osm/colombo_sri_lanka/osm_schools_waterpoints_colombo.overpass.json",
60
+ "urban_landuse": "data/raw/osm/colombo_sri_lanka/osm_urban_landuse_colombo.overpass.json",
61
+ "water_surface": "data/raw/osm/colombo_sri_lanka/osm_water_surface_colombo.overpass.json",
62
+ "waterways": "data/raw/osm/colombo_sri_lanka/osm_waterways_colombo.overpass.json"
63
+ },
64
+ "labels": {
65
+ "gbif_vector": [
66
+ "data/raw/map_gbif/colombo_sri_lanka/gbif_aedes_colombo_occurrences.csv"
67
+ ]
68
+ }
69
+ },
70
+ "aoi_manifest": "data/manifests/colombo_dengue_manifest.md",
71
+ "simsat_provider_repo": "SimSat"
72
+ },
73
+ "quality": {
74
+ "evidence_packet_available": true,
75
+ "sentinel_available": true,
76
+ "mapbox_available": true,
77
+ "sentinel_cloud_cover_percent": 75.598013,
78
+ "sentinel_datetime": "2025-11-07T05:17:13Z",
79
+ "sentinel_source": "sentinel-2a",
80
+ "mapbox_target_visible": true,
81
+ "source_packet_type": "simsat_sentinel2_mapbox_plus_open_layer_evidence_packet",
82
+ "sampling_strategy": "exposure_context",
83
+ "packet_std": 108.2769,
84
+ "repair_attempts": 0
85
+ },
86
+ "numeric_features": {
87
+ "raster_stats": {
88
+ "rainfall_chirps": {
89
+ "valid_pixels": 262144,
90
+ "min": 20.2866,
91
+ "max": 22.9875,
92
+ "mean": 21.7057,
93
+ "median": 21.7283,
94
+ "p90": 22.4352
95
+ },
96
+ "land_cover_worldcover": {
97
+ "valid_pixels": 0
98
+ },
99
+ "population_worldpop": {
100
+ "valid_pixels": 85376,
101
+ "min": 0.0379,
102
+ "max": 98.9429,
103
+ "mean": 20.9423,
104
+ "median": 18.5442,
105
+ "p90": 39.0603
106
+ },
107
+ "jrc_gsw_occurrence": {
108
+ "valid_pixels": 0
109
+ },
110
+ "jrc_gsw_seasonality": {
111
+ "valid_pixels": 0
112
+ },
113
+ "jrc_gsw_transitions": {
114
+ "valid_pixels": 0
115
+ },
116
+ "jrc_gsw_extent": {
117
+ "valid_pixels": 0
118
+ }
119
+ },
120
+ "osm_counts": {
121
+ "health_facilities": 3,
122
+ "major_roads": 882,
123
+ "schools_waterpoints": 11,
124
+ "urban_landuse": 12507,
125
+ "water_surface": 32,
126
+ "waterways": 14
127
+ },
128
+ "label_counts": {
129
+ "vector_label": 0,
130
+ "disease_label": 0,
131
+ "intermediate_host_label": 0,
132
+ "disease_aggregate": 0
133
+ }
134
+ },
135
+ "label_quality": {
136
+ "tier": "hard_or_ecological_negative",
137
+ "description": "Presence-only/vector/surveillance labels and ecological proxies; suitable for weak-supervision SFT, not calibrated epidemiological probability."
138
+ },
139
+ "license_flags": {
140
+ "mapbox_redistribution": "user_verified_for_project_use",
141
+ "sentinel_2": "copernicus_sentinel_open_data",
142
+ "open_data_layers": "source_specific_open_terms_apply",
143
+ "weak_labels": "presence_and_survey_biased"
144
+ },
145
+ "sampling": {
146
+ "sample_type": "exposure_context",
147
+ "sampler_version": "stratified-v0.1"
148
+ }
149
+ }