Datasets:
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Browse files- reports/demo_2026_06_predictions.csv +50 -0
- reports/demo_coordinate_prediction.csv +2 -0
- reports/holdout_predictions.csv +50 -0
- reports/lstm_holdout_predictions.csv +50 -0
- reports/lstm_test_predictions.csv +589 -0
- reports/metrics.json +26 -0
- reports/model_comparison_with_lstm.csv +5 -0
- reports/model_comparison_with_transformer.csv +6 -0
- reports/persistence_holdout_predictions.csv +50 -0
- reports/persistence_test_predictions.csv +589 -0
- reports/random_forest_holdout_predictions.csv +50 -0
- reports/random_forest_test_predictions.csv +589 -0
- reports/ridge_holdout_predictions.csv +50 -0
- reports/ridge_test_predictions.csv +589 -0
- reports/test_predictions.csv +589 -0
- reports/transformer_holdout_predictions.csv +50 -0
- reports/transformer_metrics.json +10 -0
- reports/transformer_test_predictions.csv +589 -0
reports/demo_2026_06_predictions.csv
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| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,persistence_predicted_proxy_score,ridge_predicted_proxy_score,random_forest_predicted_proxy_score,best_model,best_model_predicted_proxy_score,split
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| 2 |
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sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,0.07976863316859373,-0.0363284584564601,0.09047004599514359,persistence,0.07976863316859373,holdout
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| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,0.07049862560218162,-0.10919667909300063,0.03869390618318486,persistence,0.07049862560218162,holdout
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| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,0.05805633520801864,-0.0769101136687873,0.07079017330126208,persistence,0.05805633520801864,holdout
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| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,0.07573020965449041,-0.05931471988589848,0.10203349294650295,persistence,0.07573020965449041,holdout
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| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,0.10454025317361774,-0.0622209375302895,-0.12911898580173234,persistence,0.10454025317361774,holdout
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| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.15606891360264555,-0.18371791930123157,0.2346005368304961,persistence,-0.15606891360264555,holdout
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| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.10953249309628682,0.5394909154280073,1.0320745988295366,persistence,0.10953249309628682,holdout
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| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.11131865181073464,0.2837031755446815,0.08613469171708965,persistence,0.11131865181073464,holdout
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| 10 |
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sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,0.16354189214997705,0.19610226146680923,-0.13517649298523388,persistence,0.16354189214997705,holdout
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| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.09036981657009642,0.22038051429196104,0.09012283239951785,persistence,0.09036981657009642,holdout
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| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.10293877755636549,0.2633900036175224,0.12433029667765853,persistence,0.10293877755636549,holdout
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| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,0.11899132387929762,-0.08879314096961075,-0.11188049663345988,persistence,0.11899132387929762,holdout
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| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,0.07998034211482193,0.2954111372416218,0.12802799901561568,persistence,0.07998034211482193,holdout
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| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,0.09076093891468587,0.2601191225399502,-0.014005392546552732,persistence,0.09076093891468587,holdout
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| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,0.17427018950714615,-0.07325555986760612,-0.08857698251119413,persistence,0.17427018950714615,holdout
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| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,0.38803097922684976,-0.08007968853267192,1.0804290849692337,persistence,0.38803097922684976,holdout
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| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,0.18884612622944205,-0.0671365387682322,-0.1239764432756699,persistence,0.18884612622944205,holdout
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| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,0.12391863995476801,-0.042336068895264374,0.06554095301022925,persistence,0.12391863995476801,holdout
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| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,0.184934312469343,-0.0009662535350209375,0.09771188114123436,persistence,0.184934312469343,holdout
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| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.06339515237868151,0.05430471261048736,0.117170543805894,persistence,0.06339515237868151,holdout
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| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,0.11850259201515735,-0.02299602959484629,0.3246208445488983,persistence,0.11850259201515735,holdout
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| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,0.11603860883757003,-0.06278769418956184,0.07122518139077302,persistence,0.11603860883757003,holdout
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| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,0.1189054717879557,-0.13251890910449163,-0.08126844291729964,persistence,0.1189054717879557,holdout
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| 25 |
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sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,0.09250633128382531,-0.10094673489708653,-0.10713584017225555,persistence,0.09250633128382531,holdout
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| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,0.07533309867023488,-0.09363414178831991,-0.08551989002222626,persistence,0.07533309867023488,holdout
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| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,0.08945419405382125,-0.018018345567709385,0.09131554511689105,persistence,0.08945419405382125,holdout
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| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,0.3615023856058282,-0.04146549982540082,0.01760261325672212,persistence,0.3615023856058282,holdout
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| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,0.25445380412033947,0.018739484003049464,0.15168302468425812,persistence,0.25445380412033947,holdout
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| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,0.10298269962751434,-0.03909340983819518,0.21492216659856855,persistence,0.10298269962751434,holdout
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| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.15022129120032396,-0.0939262575086551,-0.1262018685174245,persistence,-0.15022129120032396,holdout
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| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,0.08716125424700542,-0.05901690583163342,-0.1063966681277737,persistence,0.08716125424700542,holdout
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| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,0.1032801832114453,-0.0790203467608443,-0.12561455813555017,persistence,0.1032801832114453,holdout
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| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,0.07611085237653228,-0.06865113212558847,-0.11022752737818169,persistence,0.07611085237653228,holdout
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| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,0.07268087904765348,-0.06933440088880193,0.06545457218498338,persistence,0.07268087904765348,holdout
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| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.1369138585378966,-0.17255882882166249,-0.13637478267668887,persistence,-0.1369138585378966,holdout
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| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,0.16247851481717843,-0.040842629947003925,-0.11514197463915873,persistence,0.16247851481717843,holdout
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| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,0.40363987500746457,-0.07460518007281472,0.25327046568357536,persistence,0.40363987500746457,holdout
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| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,0.09213664603526601,-0.03957027132244444,-0.08891937100614417,persistence,0.09213664603526601,holdout
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| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,0.13094001244864767,-0.06618700939436603,0.06047772495898939,persistence,0.13094001244864767,holdout
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| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,0.0773564697255026,-0.05106322970827769,-0.033714269627826275,persistence,0.0773564697255026,holdout
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| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,0.13245152151833492,-0.08770075271986537,-0.09356121346910468,persistence,0.13245152151833492,holdout
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| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.20276939608371522,-0.10536402472853527,-0.15573168077169966,persistence,-0.20276939608371522,holdout
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| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,0.24992753904099363,-0.01221907096448855,-0.1283574998180913,persistence,0.24992753904099363,holdout
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| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,0.22787061724342333,-0.10255785066699877,0.15191866592697906,persistence,0.22787061724342333,holdout
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| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,0.05911559394424242,-0.07684486344344763,0.06828075227736723,persistence,0.05911559394424242,holdout
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| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,0.0668564991690744,-0.013585441146089047,-0.13617632922145403,persistence,0.0668564991690744,holdout
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| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.19018970172975622,-0.13489324390767468,0.2732615291108691,persistence,-0.19018970172975622,holdout
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| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,0.0883357531108249,-0.015197608982996755,-0.1487048674557307,persistence,0.0883357531108249,holdout
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| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,0.0875490313607181,-0.06530887875827171,0.0843383764502757,persistence,0.0875490313607181,holdout
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reports/demo_coordinate_prediction.csv
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sample_id,latitude,longitude,source_month,target_month,history_start_month,history_end_month,history_month_count,source_month_status,persistence_predicted_proxy_score,ridge_predicted_proxy_score,random_forest_predicted_proxy_score,sequence_model_predicted_proxy_score,lstm_predicted_proxy_score,transformer_predicted_proxy_score,best_model,best_model_predicted_proxy_score,predicted_direction,predicted_severity
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| 2 |
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demo_sagil_1,2.32289114,102.6465942,2026-05-01,2026-06-01,2025-05-01,2026-05-01,13,requested_source_month,0.07976863316859374,-0.036328458456458795,0.09047004599514359,-0.038160935044288635,-0.038160935044288635,-0.12030358612537384,transformer,-0.12030358612537384,drought,low
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reports/holdout_predictions.csv
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| 1 |
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sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
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| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,-0.15022394,transformer,holdout
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| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,-0.11099227,transformer,holdout
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| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,-0.0937334,transformer,holdout
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| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,-0.030029234,transformer,holdout
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| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,-0.08552438,transformer,holdout
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| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.17582193,transformer,holdout
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| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.10536055,transformer,holdout
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| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.014604207,transformer,holdout
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| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,-0.14496909,transformer,holdout
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| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.018631324,transformer,holdout
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| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.03784789,transformer,holdout
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| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,-0.17894149,transformer,holdout
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| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,-0.032773633,transformer,holdout
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| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,-0.11458485,transformer,holdout
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| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,0.011965055,transformer,holdout
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| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,-0.2576708,transformer,holdout
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| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,-0.046173025,transformer,holdout
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| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,0.003996715,transformer,holdout
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| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,0.02182779,transformer,holdout
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| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.020190869,transformer,holdout
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| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,-0.07415183,transformer,holdout
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| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,-0.038497034,transformer,holdout
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| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,-0.32087314,transformer,holdout
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| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,-0.11723037,transformer,holdout
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| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,-0.18754838,transformer,holdout
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| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,0.01861224,transformer,holdout
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| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,-0.2471289,transformer,holdout
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| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,-0.1770773,transformer,holdout
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| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,0.019089308,transformer,holdout
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| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.2015239,transformer,holdout
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| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,-0.11317769,transformer,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,-0.15402442,transformer,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,-0.070727855,transformer,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,-0.13334441,transformer,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.20054868,transformer,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,-0.17356397,transformer,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,-0.15228854,transformer,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,-0.1028212,transformer,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,-0.096550256,transformer,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,-0.072793454,transformer,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,-0.14882414,transformer,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.2960256,transformer,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,-0.22469676,transformer,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,-0.1749541,transformer,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,-0.17113677,transformer,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,-0.14321612,transformer,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.24291208,transformer,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,0.012054671,transformer,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,-0.08299777,transformer,holdout
|
reports/lstm_holdout_predictions.csv
ADDED
|
@@ -0,0 +1,50 @@
|
|
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|
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|
|
|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,0.04552068,lstm,holdout
|
| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,-0.16775894,lstm,holdout
|
| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,-0.108133644,lstm,holdout
|
| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,-0.138866,lstm,holdout
|
| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,-0.04973264,lstm,holdout
|
| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.09254082,lstm,holdout
|
| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.22987919,lstm,holdout
|
| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,-0.02376689,lstm,holdout
|
| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,-0.15171695,lstm,holdout
|
| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.0008481294,lstm,holdout
|
| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,-0.0050713867,lstm,holdout
|
| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,-0.13992235,lstm,holdout
|
| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,0.0481752,lstm,holdout
|
| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,-0.12416501,lstm,holdout
|
| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,-0.034316137,lstm,holdout
|
| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,-0.03619033,lstm,holdout
|
| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,-0.029205158,lstm,holdout
|
| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,-0.08969346,lstm,holdout
|
| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,-0.12830637,lstm,holdout
|
| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,-0.05815953,lstm,holdout
|
| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,-0.075961515,lstm,holdout
|
| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,-0.09642175,lstm,holdout
|
| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,-0.16471003,lstm,holdout
|
| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,-0.13554847,lstm,holdout
|
| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,-0.11124106,lstm,holdout
|
| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,-0.119578615,lstm,holdout
|
| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,-0.08876444,lstm,holdout
|
| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,-0.08889593,lstm,holdout
|
| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,-0.074530676,lstm,holdout
|
| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.11274469,lstm,holdout
|
| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,-0.07479966,lstm,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,-0.090198465,lstm,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,-0.12928635,lstm,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,-0.01618044,lstm,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.16240561,lstm,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,-0.1288777,lstm,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,-0.043148503,lstm,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,-0.06501429,lstm,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,-0.08931263,lstm,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,-0.090070784,lstm,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,-0.07130836,lstm,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.19487062,lstm,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,-0.107277855,lstm,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,-0.070495665,lstm,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,-0.15134162,lstm,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,-0.099607185,lstm,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.14251086,lstm,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,-0.11574416,lstm,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,-0.12397085,lstm,holdout
|
reports/lstm_test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.019165844,lstm,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,0.025557026,lstm,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,0.006144777,lstm,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.19305621,lstm,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,0.11841987,lstm,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,0.18877457,lstm,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.2120135,lstm,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.08404563,lstm,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,0.014353827,lstm,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,0.03683822,lstm,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,0.013201356,lstm,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,0.034592465,lstm,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.0737893,lstm,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.026806816,lstm,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.038447216,lstm,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.08748846,lstm,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,0.0015793443,lstm,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,0.028990582,lstm,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,0.11470936,lstm,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,-0.23810346,lstm,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.118857354,lstm,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.03652601,lstm,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.05947882,lstm,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.04372701,lstm,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.11688903,lstm,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.1296494,lstm,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.051925078,lstm,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,-0.046287477,lstm,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,-0.012630105,lstm,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,-0.017435357,lstm,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.15746708,lstm,test
|
| 33 |
+
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,-0.11546369,lstm,test
|
| 34 |
+
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.17891641,lstm,test
|
| 35 |
+
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.060528666,lstm,test
|
| 36 |
+
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,0.10612653,lstm,test
|
| 37 |
+
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,0.009586707,lstm,test
|
| 38 |
+
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.13612172,lstm,test
|
| 39 |
+
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,0.13634266,lstm,test
|
| 40 |
+
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.013421491,lstm,test
|
| 41 |
+
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,-0.047499552,lstm,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,-0.19282457,lstm,test
|
| 43 |
+
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,-0.211305,lstm,test
|
| 44 |
+
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,-0.090262115,lstm,test
|
| 45 |
+
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.30608407,lstm,test
|
| 46 |
+
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.33366007,lstm,test
|
| 47 |
+
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.047856793,lstm,test
|
| 48 |
+
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,0.0346276,lstm,test
|
| 49 |
+
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,-0.09383581,lstm,test
|
| 50 |
+
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.15121377,lstm,test
|
| 51 |
+
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,0.20648085,lstm,test
|
| 52 |
+
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,0.1523587,lstm,test
|
| 53 |
+
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.08634415,lstm,test
|
| 54 |
+
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.19469813,lstm,test
|
| 55 |
+
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.1901778,lstm,test
|
| 56 |
+
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.18985671,lstm,test
|
| 57 |
+
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,-0.21373425,lstm,test
|
| 58 |
+
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.12411255,lstm,test
|
| 59 |
+
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,-0.10622442,lstm,test
|
| 60 |
+
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.053288206,lstm,test
|
| 61 |
+
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.088543,lstm,test
|
| 62 |
+
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.23853959,lstm,test
|
| 63 |
+
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.07516353,lstm,test
|
| 64 |
+
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.03644149,lstm,test
|
| 65 |
+
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,-0.009568453,lstm,test
|
| 66 |
+
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,-0.10135839,lstm,test
|
| 67 |
+
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,-0.07807867,lstm,test
|
| 68 |
+
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,-0.09436577,lstm,test
|
| 69 |
+
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.21935639,lstm,test
|
| 70 |
+
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.2507305,lstm,test
|
| 71 |
+
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,0.055326983,lstm,test
|
| 72 |
+
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,0.053252652,lstm,test
|
| 73 |
+
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.16607568,lstm,test
|
| 74 |
+
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.20527785,lstm,test
|
| 75 |
+
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,0.40887803,lstm,test
|
| 76 |
+
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.3549477,lstm,test
|
| 77 |
+
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,-0.1327844,lstm,test
|
| 78 |
+
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.021998778,lstm,test
|
| 79 |
+
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,0.31102568,lstm,test
|
| 80 |
+
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,1.0674794,lstm,test
|
| 81 |
+
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.9453843,lstm,test
|
| 82 |
+
sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,0.70932555,lstm,test
|
| 83 |
+
sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,0.62253135,lstm,test
|
| 84 |
+
sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,0.13284741,lstm,test
|
| 85 |
+
sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,0.36063713,lstm,test
|
| 86 |
+
sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,0.19663008,lstm,test
|
| 87 |
+
sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,0.06103702,lstm,test
|
| 88 |
+
sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,-0.09744912,lstm,test
|
| 89 |
+
sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,-0.06230849,lstm,test
|
| 90 |
+
sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.038774952,lstm,test
|
| 91 |
+
sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,-0.040690586,lstm,test
|
| 92 |
+
sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,-0.048226506,lstm,test
|
| 93 |
+
sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,-0.2572477,lstm,test
|
| 94 |
+
sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,-0.27272618,lstm,test
|
| 95 |
+
sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.03760259,lstm,test
|
| 96 |
+
sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,-0.05402507,lstm,test
|
| 97 |
+
sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,-0.04607886,lstm,test
|
| 98 |
+
sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.049349383,lstm,test
|
| 99 |
+
sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.06001325,lstm,test
|
| 100 |
+
sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,-0.06698769,lstm,test
|
| 101 |
+
sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.06270133,lstm,test
|
| 102 |
+
sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,-0.15920009,lstm,test
|
| 103 |
+
sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,-0.14250684,lstm,test
|
| 104 |
+
sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,-0.13806641,lstm,test
|
| 105 |
+
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,-0.15160389,lstm,test
|
| 106 |
+
sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.15583551,lstm,test
|
| 107 |
+
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.1422922,lstm,test
|
| 108 |
+
sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,-0.2481642,lstm,test
|
| 109 |
+
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.15823548,lstm,test
|
| 110 |
+
sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,0.20951633,lstm,test
|
| 111 |
+
sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,0.120320156,lstm,test
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sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,0.05663143,lstm,test
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sagil_22,2026-03-01,2026-04-01,-0.05868131197085943,drought,high,0.08831613,lstm,test
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sagil_23,2026-03-01,2026-04-01,-0.10543136031829536,drought,extreme,-0.09157166,lstm,test
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sagil_24,2025-09-01,2025-10-01,-0.06567466144837855,flood,moderate,-0.19542807,lstm,test
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sagil_24,2025-10-01,2025-11-01,-0.13605329943795635,drought,low,-0.17466407,lstm,test
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sagil_24,2025-12-01,2026-01-01,-0.29116267233294957,flood,moderate,0.06428544,lstm,test
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sagil_24,2026-01-01,2026-02-01,-0.2910698798689575,drought,moderate,0.0080050975,lstm,test
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sagil_24,2026-02-01,2026-03-01,-0.30574221716160493,drought,moderate,0.17275451,lstm,test
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sagil_24,2026-03-01,2026-04-01,-0.13527275812187445,drought,high,-0.07703851,lstm,test
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sagil_24,2026-04-01,2026-05-01,0.18884612622944205,drought,low,-0.027338296,lstm,test
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sagil_25,2025-06-01,2025-07-01,-0.40763946429732717,drought,low,-0.0068249553,lstm,test
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sagil_25,2025-07-01,2025-08-01,-0.11435668250903694,drought,high,-0.076585606,lstm,test
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sagil_25,2025-08-01,2025-09-01,0.1336551604235069,drought,low,-0.04017873,lstm,test
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sagil_25,2025-09-01,2025-10-01,0.14234248748207848,flood,low,0.04702343,lstm,test
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sagil_25,2025-10-01,2025-11-01,0.1430034974026216,flood,low,-0.035250947,lstm,test
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sagil_25,2025-11-01,2025-12-01,0.16044019357585712,flood,low,-0.038934246,lstm,test
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sagil_25,2025-12-01,2026-01-01,-0.19464713439507417,flood,low,-0.056173906,lstm,test
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sagil_25,2026-01-01,2026-02-01,-0.3583500322430333,drought,moderate,-0.19673623,lstm,test
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sagil_25,2026-02-01,2026-03-01,-0.4252022171555029,drought,high,0.020717844,lstm,test
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sagil_25,2026-03-01,2026-04-01,0.057541285813792795,drought,high,-0.03831996,lstm,test
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sagil_25,2026-04-01,2026-05-01,0.12391863995476801,flood,low,-0.11993356,lstm,test
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sagil_26,2025-05-01,2025-06-01,-0.12099343108325102,flood,low,0.15788,lstm,test
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sagil_26,2025-06-01,2025-07-01,-0.4531586780107204,drought,low,0.15403537,lstm,test
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sagil_26,2025-07-01,2025-08-01,-0.1648595420989508,drought,high,0.026821807,lstm,test
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sagil_26,2026-01-01,2026-02-01,-0.3349467001747969,drought,moderate,-0.12141618,lstm,test
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sagil_26,2026-02-01,2026-03-01,-0.35418171538936677,drought,high,0.09969793,lstm,test
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sagil_26,2026-03-01,2026-04-01,0.16947034662626556,drought,high,0.1153353,lstm,test
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sagil_26,2026-04-01,2026-05-01,0.184934312469343,flood,low,-0.1108343,lstm,test
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sagil_27,2026-01-01,2026-02-01,-0.4155621615534254,drought,moderate,-0.048951507,lstm,test
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sagil_28,2025-10-01,2025-11-01,-0.2884351370664377,drought,low,-0.18867145,lstm,test
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sagil_28,2025-11-01,2025-12-01,0.2917142956978539,drought,moderate,-0.22422184,lstm,test
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sagil_28,2025-12-01,2026-01-01,-0.36815898391639557,flood,moderate,-0.2426381,lstm,test
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| 528 |
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sagil_49,2026-03-01,2026-04-01,-0.17424123007076694,drought,high,0.13644646,lstm,test
|
| 529 |
+
sagil_49,2026-04-01,2026-05-01,0.22787061724342333,drought,low,-0.011584029,lstm,test
|
| 530 |
+
sagil_5,2025-05-01,2025-06-01,-0.15243625200322777,flood,low,-0.17772637,lstm,test
|
| 531 |
+
sagil_5,2025-06-01,2025-07-01,-0.32143870444208317,drought,low,-0.14033963,lstm,test
|
| 532 |
+
sagil_5,2025-07-01,2025-08-01,-0.0685166140970726,drought,high,-0.0725908,lstm,test
|
| 533 |
+
sagil_5,2025-08-01,2025-09-01,0.19185448787331857,drought,low,-0.106454596,lstm,test
|
| 534 |
+
sagil_5,2025-09-01,2025-10-01,-0.07524691328261875,flood,moderate,-0.07993567,lstm,test
|
| 535 |
+
sagil_5,2025-10-01,2025-11-01,0.27772507721108164,drought,low,-0.108965576,lstm,test
|
| 536 |
+
sagil_5,2025-11-01,2025-12-01,0.1193813109503992,flood,moderate,0.09911473,lstm,test
|
| 537 |
+
sagil_5,2025-12-01,2026-01-01,-0.16536426807482849,flood,low,-0.09389214,lstm,test
|
| 538 |
+
sagil_5,2026-01-01,2026-02-01,-0.34698079150625416,drought,low,-0.21062636,lstm,test
|
| 539 |
+
sagil_5,2026-02-01,2026-03-01,-0.3521968047835969,drought,high,0.10345955,lstm,test
|
| 540 |
+
sagil_5,2026-03-01,2026-04-01,0.31622502173609396,drought,high,0.1560177,lstm,test
|
| 541 |
+
sagil_5,2026-04-01,2026-05-01,0.05911559394424242,flood,high,-0.11041685,lstm,test
|
| 542 |
+
sagil_6,2025-05-01,2025-06-01,-0.18185706394000925,flood,low,-0.10261976,lstm,test
|
| 543 |
+
sagil_6,2025-06-01,2025-07-01,-0.3058518333236373,drought,moderate,0.014680684,lstm,test
|
| 544 |
+
sagil_6,2025-07-01,2025-08-01,-0.12147800025429395,drought,high,-0.06066926,lstm,test
|
| 545 |
+
sagil_6,2025-08-01,2025-09-01,0.16051227955519143,drought,low,0.039528325,lstm,test
|
| 546 |
+
sagil_6,2025-09-01,2025-10-01,-0.0788051160298714,flood,low,0.0033272356,lstm,test
|
| 547 |
+
sagil_6,2025-10-01,2025-11-01,0.18757313848587248,drought,low,-0.02626492,lstm,test
|
| 548 |
+
sagil_6,2025-11-01,2025-12-01,0.2210448143756136,flood,moderate,0.1881818,lstm,test
|
| 549 |
+
sagil_6,2025-12-01,2026-01-01,-0.2165975508334285,flood,moderate,-0.09471905,lstm,test
|
| 550 |
+
sagil_6,2026-01-01,2026-02-01,-0.37548119751946185,drought,moderate,-0.18034695,lstm,test
|
| 551 |
+
sagil_6,2026-02-01,2026-03-01,-0.3218524890568552,drought,high,0.13330768,lstm,test
|
| 552 |
+
sagil_6,2026-03-01,2026-04-01,0.11514864166956847,drought,high,0.1984617,lstm,test
|
| 553 |
+
sagil_6,2026-04-01,2026-05-01,0.0668564991690744,flood,low,-0.09834542,lstm,test
|
| 554 |
+
sagil_7,2025-05-01,2025-06-01,-0.2774579151648298,flood,low,-0.2362585,lstm,test
|
| 555 |
+
sagil_7,2025-06-01,2025-07-01,-0.6040675517182494,drought,moderate,-0.002920106,lstm,test
|
| 556 |
+
sagil_7,2025-07-01,2025-08-01,-0.13570736123258825,drought,extreme,-0.043470845,lstm,test
|
| 557 |
+
sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,-0.098976895,lstm,test
|
| 558 |
+
sagil_7,2025-09-01,2025-10-01,-0.13278066581371176,drought,moderate,-0.16724628,lstm,test
|
| 559 |
+
sagil_7,2025-10-01,2025-11-01,0.2571517732379477,drought,low,-0.15028268,lstm,test
|
| 560 |
+
sagil_7,2025-11-01,2025-12-01,0.22635209702903167,flood,moderate,-0.06677769,lstm,test
|
| 561 |
+
sagil_7,2025-12-01,2026-01-01,-0.31982575448986694,flood,moderate,-0.11145873,lstm,test
|
| 562 |
+
sagil_7,2026-01-01,2026-02-01,-0.565454721286798,drought,high,-0.21991435,lstm,test
|
| 563 |
+
sagil_7,2026-02-01,2026-03-01,-0.31388881053184203,drought,extreme,0.05316253,lstm,test
|
| 564 |
+
sagil_7,2026-03-01,2026-04-01,-0.17662297967713853,drought,high,0.16460697,lstm,test
|
| 565 |
+
sagil_7,2026-04-01,2026-05-01,-0.19018970172975622,drought,low,-0.09372436,lstm,test
|
| 566 |
+
sagil_8,2025-05-01,2025-06-01,-0.15247898939691013,drought,moderate,-0.003346473,lstm,test
|
| 567 |
+
sagil_8,2025-06-01,2025-07-01,-0.3516818572427794,drought,low,-0.06959659,lstm,test
|
| 568 |
+
sagil_8,2025-07-01,2025-08-01,-0.06887103852567471,drought,high,-0.09994748,lstm,test
|
| 569 |
+
sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,-0.072365,lstm,test
|
| 570 |
+
sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,-0.049254894,lstm,test
|
| 571 |
+
sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,-0.18016315,lstm,test
|
| 572 |
+
sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.05454503,lstm,test
|
| 573 |
+
sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,0.026565313,lstm,test
|
| 574 |
+
sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,-0.05244635,lstm,test
|
| 575 |
+
sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,-0.04271786,lstm,test
|
| 576 |
+
sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,-0.008512542,lstm,test
|
| 577 |
+
sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,-0.09827174,lstm,test
|
| 578 |
+
sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,0.092311785,lstm,test
|
| 579 |
+
sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.026084974,lstm,test
|
| 580 |
+
sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,-0.02618377,lstm,test
|
| 581 |
+
sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,0.097677514,lstm,test
|
| 582 |
+
sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,0.16159184,lstm,test
|
| 583 |
+
sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,-0.055924222,lstm,test
|
| 584 |
+
sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.09502132,lstm,test
|
| 585 |
+
sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,0.0060706884,lstm,test
|
| 586 |
+
sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,-0.14087127,lstm,test
|
| 587 |
+
sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,-0.05000323,lstm,test
|
| 588 |
+
sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,0.035253033,lstm,test
|
| 589 |
+
sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,-0.068973824,lstm,test
|
reports/metrics.json
ADDED
|
@@ -0,0 +1,26 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"persistence": {
|
| 3 |
+
"mae": 0.23843842520239966,
|
| 4 |
+
"median_ae": 0.210890990101344,
|
| 5 |
+
"rmse": 0.33028221703678556,
|
| 6 |
+
"r2": -0.5284839754905886,
|
| 7 |
+
"bias": -0.01409045662096531,
|
| 8 |
+
"direction_accuracy": 0.6870748299319728
|
| 9 |
+
},
|
| 10 |
+
"ridge": {
|
| 11 |
+
"mae": 0.2809519936209434,
|
| 12 |
+
"median_ae": 0.2327474797239705,
|
| 13 |
+
"rmse": 0.3609692081245486,
|
| 14 |
+
"r2": -0.8257059086610845,
|
| 15 |
+
"bias": 0.06483973773694572,
|
| 16 |
+
"direction_accuracy": 0.6071428571428571
|
| 17 |
+
},
|
| 18 |
+
"random_forest": {
|
| 19 |
+
"mae": 0.24693350876393017,
|
| 20 |
+
"median_ae": 0.180940675308926,
|
| 21 |
+
"rmse": 0.3456478627600302,
|
| 22 |
+
"r2": -0.6740108147619224,
|
| 23 |
+
"bias": 0.16410206710559438,
|
| 24 |
+
"direction_accuracy": 0.6632653061224489
|
| 25 |
+
}
|
| 26 |
+
}
|
reports/model_comparison_with_lstm.csv
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model,mae,median_ae,rmse,r2,bias,direction_accuracy
|
| 2 |
+
lstm,0.21904109697788954,0.17632205039262772,0.3018645659179016,-0.27677621332725044,0.08709271579702087,0.5884353741496599
|
| 3 |
+
persistence,0.23843842520239966,0.210890990101344,0.33028221703678556,-0.5284839754905886,-0.01409045662096531,0.6870748299319728
|
| 4 |
+
random_forest,0.24693350876393017,0.180940675308926,0.3456478627600302,-0.6740108147619224,0.16410206710559438,0.6632653061224489
|
| 5 |
+
ridge,0.2809519936209434,0.2327474797239705,0.3609692081245486,-0.8257059086610845,0.06483973773694572,0.6071428571428571
|
reports/model_comparison_with_transformer.csv
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
| 1 |
+
model,mae,median_ae,rmse,r2,bias,direction_accuracy
|
| 2 |
+
transformer,0.22224981480335093,0.1725286729633808,0.30106130791895946,-0.26999028153625493,0.09176320967828336,0.6581632653061225
|
| 3 |
+
lstm,0.21904109720722809,0.17632204858456654,0.3018645665366723,-0.2767762131082405,0.08709271614452987,0.5884353741496599
|
| 4 |
+
persistence,0.23843842520239966,0.210890990101344,0.33028221703678556,-0.5284839754905886,-0.01409045662096531,0.6870748299319728
|
| 5 |
+
random_forest,0.24693350876393017,0.180940675308926,0.3456478627600302,-0.6740108147619224,0.16410206710559438,0.6632653061224489
|
| 6 |
+
ridge,0.2809519936209434,0.2327474797239705,0.3609692081245486,-0.8257059086610845,0.06483973773694572,0.6071428571428571
|
reports/persistence_holdout_predictions.csv
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,0.07976863316859373,persistence,holdout
|
| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,0.07049862560218162,persistence,holdout
|
| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,0.05805633520801864,persistence,holdout
|
| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,0.07573020965449041,persistence,holdout
|
| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,0.10454025317361774,persistence,holdout
|
| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.15606891360264555,persistence,holdout
|
| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.10953249309628682,persistence,holdout
|
| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.11131865181073464,persistence,holdout
|
| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,0.16354189214997705,persistence,holdout
|
| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.09036981657009642,persistence,holdout
|
| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.10293877755636549,persistence,holdout
|
| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,0.11899132387929762,persistence,holdout
|
| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,0.07998034211482193,persistence,holdout
|
| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,0.09076093891468587,persistence,holdout
|
| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,0.17427018950714615,persistence,holdout
|
| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,0.38803097922684976,persistence,holdout
|
| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,0.18884612622944205,persistence,holdout
|
| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,0.12391863995476801,persistence,holdout
|
| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,0.184934312469343,persistence,holdout
|
| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.06339515237868151,persistence,holdout
|
| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,0.11850259201515735,persistence,holdout
|
| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,0.11603860883757003,persistence,holdout
|
| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,0.1189054717879557,persistence,holdout
|
| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,0.09250633128382531,persistence,holdout
|
| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,0.07533309867023488,persistence,holdout
|
| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,0.08945419405382125,persistence,holdout
|
| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,0.3615023856058282,persistence,holdout
|
| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,0.25445380412033947,persistence,holdout
|
| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,0.10298269962751434,persistence,holdout
|
| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.15022129120032396,persistence,holdout
|
| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,0.08716125424700542,persistence,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,0.1032801832114453,persistence,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,0.07611085237653228,persistence,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,0.07268087904765348,persistence,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.1369138585378966,persistence,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,0.16247851481717843,persistence,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,0.40363987500746457,persistence,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,0.09213664603526601,persistence,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,0.13094001244864767,persistence,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,0.0773564697255026,persistence,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,0.13245152151833492,persistence,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.20276939608371522,persistence,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,0.24992753904099363,persistence,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,0.22787061724342333,persistence,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,0.05911559394424242,persistence,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,0.0668564991690744,persistence,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.19018970172975622,persistence,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,0.0883357531108249,persistence,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,0.0875490313607181,persistence,holdout
|
reports/persistence_test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.052298432374525014,persistence,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.2065939087962127,persistence,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,-0.3245755846486907,persistence,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,-0.09116156398804812,persistence,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,-0.06991608831779453,persistence,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,-0.15671019312080756,persistence,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.37192599951674504,persistence,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.11943863777322264,persistence,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.23995662963090977,persistence,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.37151109401273996,persistence,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.4191340706447016,persistence,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.05713635634024468,persistence,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,0.2967779921046824,persistence,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.11998066112713697,persistence,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.3466033851606881,persistence,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,-0.05675688510363787,persistence,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,-0.05369301425794284,persistence,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,-0.09263517053777022,persistence,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,0.9306343686730232,persistence,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,0.11240769249116529,persistence,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.1728118694790673,persistence,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,-0.39927036100556,persistence,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.508210353937662,persistence,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.07600685479968708,persistence,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.29629341439098045,persistence,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.14299888331872512,persistence,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.33472233289640996,persistence,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,-0.08128261025753784,persistence,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,-0.03697692438696763,persistence,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,-0.0978004466524734,persistence,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.25477254539273586,persistence,test
|
| 33 |
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sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,0.10751094202529772,persistence,test
|
| 34 |
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sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.1534910985823039,persistence,test
|
| 35 |
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sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.3648458484357051,persistence,test
|
| 36 |
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sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,-0.5236115264697487,persistence,test
|
| 37 |
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sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.07000570012508855,persistence,test
|
| 38 |
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sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,0.15977959457571278,persistence,test
|
| 39 |
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sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.13650355199420366,persistence,test
|
| 40 |
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sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,-0.3250947909414201,persistence,test
|
| 41 |
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sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,-0.11908450359103893,persistence,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,-0.030509985675346653,persistence,test
|
| 43 |
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sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,-0.0933461404126942,persistence,test
|
| 44 |
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sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.22039532058117428,persistence,test
|
| 45 |
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sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,0.15251962740853062,persistence,test
|
| 46 |
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sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.2144766379966201,persistence,test
|
| 47 |
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sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,-0.3616798446870673,persistence,test
|
| 48 |
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sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,-0.3475129225303405,persistence,test
|
| 49 |
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sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,0.12932067804945882,persistence,test
|
| 50 |
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sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.12199686093172592,persistence,test
|
| 51 |
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sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.20504589463855538,persistence,test
|
| 52 |
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sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.3162775789717118,persistence,test
|
| 53 |
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sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.15428599331283369,persistence,test
|
| 54 |
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sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.0321860638488155,persistence,test
|
| 55 |
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sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.11024667407117078,persistence,test
|
| 56 |
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sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.2030133847796493,persistence,test
|
| 57 |
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sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,0.288603731636765,persistence,test
|
| 58 |
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sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.2913707864136595,persistence,test
|
| 59 |
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sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,-0.44052369057720414,persistence,test
|
| 60 |
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sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.30081193476565626,persistence,test
|
| 61 |
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sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.10558182698059093,persistence,test
|
| 62 |
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sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.17164932968962643,persistence,test
|
| 63 |
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sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.3052301140003822,persistence,test
|
| 64 |
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sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.5298670231193906,persistence,test
|
| 65 |
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sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,-0.12598948541231283,persistence,test
|
| 66 |
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sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,-0.07979289133218545,persistence,test
|
| 67 |
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sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,-0.14397028186577127,persistence,test
|
| 68 |
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sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,0.29837134992881553,persistence,test
|
| 69 |
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sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,0.25250016164892597,persistence,test
|
| 70 |
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sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.34092719730557086,persistence,test
|
| 71 |
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sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,-0.5984319445963335,persistence,test
|
| 72 |
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sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.3613725693901726,persistence,test
|
| 73 |
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sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.23163466475558586,persistence,test
|
| 74 |
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sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,-0.4810126661988739,persistence,test
|
| 75 |
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sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,-0.3659972300199949,persistence,test
|
| 76 |
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sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.49266821003957567,persistence,test
|
| 77 |
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sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.12179695478774837,persistence,test
|
| 78 |
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sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.3504798722123342,persistence,test
|
| 79 |
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sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,0.04631475602506008,persistence,test
|
| 80 |
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sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,0.31559979230888874,persistence,test
|
| 81 |
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sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.22642513776893672,persistence,test
|
| 82 |
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sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,0.2778750264319923,persistence,test
|
| 83 |
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sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,-0.191157223337655,persistence,test
|
| 84 |
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sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,0.3300494079112809,persistence,test
|
| 85 |
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sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,-0.40573109297873106,persistence,test
|
| 86 |
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sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,0.2759204124843636,persistence,test
|
| 87 |
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sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,-0.09824450963071903,persistence,test
|
| 88 |
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sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,-0.08016762976443381,persistence,test
|
| 89 |
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sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,-0.0604871726877284,persistence,test
|
| 90 |
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sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.04615813339932337,persistence,test
|
| 91 |
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sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,0.041188576031810156,persistence,test
|
| 92 |
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sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,0.12885005876482614,persistence,test
|
| 93 |
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sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,0.08307695728340339,persistence,test
|
| 94 |
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sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,-0.2956824527660513,persistence,test
|
| 95 |
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sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.11651124002551351,persistence,test
|
| 96 |
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sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,-0.4205948135060843,persistence,test
|
| 97 |
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sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,0.12414677249372229,persistence,test
|
| 98 |
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sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.3471905961433129,persistence,test
|
| 99 |
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sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.13407159436818272,persistence,test
|
| 100 |
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sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,-0.10745976478219052,persistence,test
|
| 101 |
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sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.11116431570296136,persistence,test
|
| 102 |
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sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,-0.03418005625001948,persistence,test
|
| 103 |
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sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,-0.05337245921281702,persistence,test
|
| 104 |
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sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,-0.1391649209368667,persistence,test
|
| 105 |
+
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,0.05646668120135823,persistence,test
|
| 106 |
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sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.4102841705108553,persistence,test
|
| 107 |
+
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.2192977762546805,persistence,test
|
| 108 |
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sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,-0.48359425254857524,persistence,test
|
| 109 |
+
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.22374704630140507,persistence,test
|
| 110 |
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sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,0.33597539210374283,persistence,test
|
| 111 |
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sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,-0.11435476182031103,persistence,test
|
| 112 |
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sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,-0.07771803549342209,persistence,test
|
| 113 |
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sagil_18,2025-08-01,2025-09-01,0.05156360273453629,flood,low,0.11731211559040478,persistence,test
|
| 114 |
+
sagil_18,2025-09-01,2025-10-01,0.08124881376456568,flood,low,0.05156360273453629,persistence,test
|
| 115 |
+
sagil_18,2025-10-01,2025-11-01,0.16228980587126152,flood,low,0.08124881376456568,persistence,test
|
| 116 |
+
sagil_18,2025-11-01,2025-12-01,0.13687712629338505,flood,low,0.16228980587126152,persistence,test
|
| 117 |
+
sagil_18,2025-12-01,2026-01-01,-0.2818475323479928,flood,low,0.13687712629338505,persistence,test
|
| 118 |
+
sagil_18,2026-01-01,2026-02-01,-0.09808874640177108,drought,moderate,-0.2818475323479928,persistence,test
|
| 119 |
+
sagil_18,2026-02-01,2026-03-01,-0.3390885270753544,drought,low,-0.09808874640177108,persistence,test
|
| 120 |
+
sagil_18,2026-03-01,2026-04-01,0.08040483389042882,drought,high,-0.3390885270753544,persistence,test
|
| 121 |
+
sagil_18,2026-04-01,2026-05-01,0.09036981657009642,flood,low,0.08040483389042882,persistence,test
|
| 122 |
+
sagil_19,2025-05-01,2025-06-01,-0.13147609747947586,flood,high,0.3419338222279107,persistence,test
|
| 123 |
+
sagil_19,2025-06-01,2025-07-01,-0.10862107760806954,drought,low,-0.13147609747947586,persistence,test
|
| 124 |
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sagil_19,2025-07-01,2025-08-01,-0.0865119352749274,drought,low,-0.10862107760806954,persistence,test
|
| 125 |
+
sagil_19,2025-08-01,2025-09-01,0.027689901017148306,drought,low,-0.0865119352749274,persistence,test
|
| 126 |
+
sagil_19,2025-09-01,2025-10-01,0.06856346910993964,flood,low,0.027689901017148306,persistence,test
|
| 127 |
+
sagil_19,2025-10-01,2025-11-01,0.21816891068514052,flood,low,0.06856346910993964,persistence,test
|
| 128 |
+
sagil_19,2025-11-01,2025-12-01,0.0943661197828997,flood,moderate,0.21816891068514052,persistence,test
|
| 129 |
+
sagil_19,2025-12-01,2026-01-01,-0.26505930626947893,flood,low,0.0943661197828997,persistence,test
|
| 130 |
+
sagil_19,2026-01-01,2026-02-01,-0.10186218090501867,drought,moderate,-0.26505930626947893,persistence,test
|
| 131 |
+
sagil_19,2026-02-01,2026-03-01,-0.38259625904936606,drought,low,-0.10186218090501867,persistence,test
|
| 132 |
+
sagil_19,2026-03-01,2026-04-01,0.10423731142070776,drought,high,-0.38259625904936606,persistence,test
|
| 133 |
+
sagil_19,2026-04-01,2026-05-01,0.10293877755636549,flood,low,0.10423731142070776,persistence,test
|
| 134 |
+
sagil_2,2025-05-01,2025-06-01,-0.10554954389128055,flood,low,0.07296132126551363,persistence,test
|
| 135 |
+
sagil_2,2025-06-01,2025-07-01,-0.38164868710879774,drought,low,-0.10554954389128055,persistence,test
|
| 136 |
+
sagil_2,2025-07-01,2025-08-01,-0.09968844695361524,drought,high,-0.38164868710879774,persistence,test
|
| 137 |
+
sagil_2,2025-08-01,2025-09-01,-0.07702345060540197,drought,low,-0.09968844695361524,persistence,test
|
| 138 |
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sagil_2,2025-09-01,2025-10-01,-0.06385664980832725,drought,low,-0.07702345060540197,persistence,test
|
| 139 |
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sagil_2,2025-10-01,2025-11-01,0.20844167011918313,drought,low,-0.06385664980832725,persistence,test
|
| 140 |
+
sagil_2,2025-11-01,2025-12-01,0.1784098860352995,flood,moderate,0.20844167011918313,persistence,test
|
| 141 |
+
sagil_2,2025-12-01,2026-01-01,-0.24762019456571818,flood,low,0.1784098860352995,persistence,test
|
| 142 |
+
sagil_2,2026-01-01,2026-02-01,-0.38713388865150916,drought,moderate,-0.24762019456571818,persistence,test
|
| 143 |
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sagil_2,2026-02-01,2026-03-01,-0.4191084890310342,drought,high,-0.38713388865150916,persistence,test
|
| 144 |
+
sagil_2,2026-03-01,2026-04-01,-0.10914614461299685,drought,high,-0.4191084890310342,persistence,test
|
| 145 |
+
sagil_2,2026-04-01,2026-05-01,0.11899132387929762,drought,low,-0.10914614461299685,persistence,test
|
| 146 |
+
sagil_20,2025-05-01,2025-06-01,-0.13716997478547382,flood,low,0.17238601852899574,persistence,test
|
| 147 |
+
sagil_20,2025-06-01,2025-07-01,-0.09822286275680273,drought,low,-0.13716997478547382,persistence,test
|
| 148 |
+
sagil_20,2025-07-01,2025-08-01,-0.12273040554518289,drought,low,-0.09822286275680273,persistence,test
|
| 149 |
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sagil_20,2025-08-01,2025-09-01,0.038279820400330594,drought,low,-0.12273040554518289,persistence,test
|
| 150 |
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sagil_20,2025-09-01,2025-10-01,-0.0628457875864706,flood,low,0.038279820400330594,persistence,test
|
| 151 |
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sagil_20,2025-10-01,2025-11-01,0.19792139421014449,drought,low,-0.0628457875864706,persistence,test
|
| 152 |
+
sagil_20,2025-11-01,2025-12-01,0.12174483967194002,flood,moderate,0.19792139421014449,persistence,test
|
| 153 |
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sagil_20,2025-12-01,2026-01-01,-0.2740856853266732,flood,low,0.12174483967194002,persistence,test
|
| 154 |
+
sagil_20,2026-01-01,2026-02-01,-0.10214823922502674,drought,moderate,-0.2740856853266732,persistence,test
|
| 155 |
+
sagil_20,2026-02-01,2026-03-01,-0.30218068521749736,drought,low,-0.10214823922502674,persistence,test
|
| 156 |
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sagil_20,2026-03-01,2026-04-01,0.07699661281543324,drought,high,-0.30218068521749736,persistence,test
|
| 157 |
+
sagil_20,2026-04-01,2026-05-01,0.07998034211482193,flood,low,0.07699661281543324,persistence,test
|
| 158 |
+
sagil_21,2025-05-01,2025-06-01,-0.16478851348409757,drought,low,-0.14259828883519482,persistence,test
|
| 159 |
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sagil_21,2025-06-01,2025-07-01,-0.17005332081670427,drought,low,-0.16478851348409757,persistence,test
|
| 160 |
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sagil_21,2025-07-01,2025-08-01,-0.16715899769495393,drought,low,-0.17005332081670427,persistence,test
|
| 161 |
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sagil_21,2025-08-01,2025-09-01,-0.02691451371454859,drought,low,-0.16715899769495393,persistence,test
|
| 162 |
+
sagil_21,2025-09-01,2025-10-01,-0.07572885310326691,drought,low,-0.02691451371454859,persistence,test
|
| 163 |
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sagil_21,2025-10-01,2025-11-01,0.1976529220207175,drought,low,-0.07572885310326691,persistence,test
|
| 164 |
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sagil_21,2025-11-01,2025-12-01,0.13476662464242897,flood,moderate,0.1976529220207175,persistence,test
|
| 165 |
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sagil_21,2025-12-01,2026-01-01,-0.19165476506572207,flood,low,0.13476662464242897,persistence,test
|
| 166 |
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sagil_21,2026-01-01,2026-02-01,-0.10792490473931894,drought,moderate,-0.19165476506572207,persistence,test
|
| 167 |
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sagil_21,2026-02-01,2026-03-01,-0.34310519765968756,drought,low,-0.10792490473931894,persistence,test
|
| 168 |
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sagil_21,2026-03-01,2026-04-01,-0.08810022037619984,drought,high,-0.34310519765968756,persistence,test
|
| 169 |
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sagil_21,2026-04-01,2026-05-01,0.09076093891468587,drought,low,-0.08810022037619984,persistence,test
|
| 170 |
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sagil_22,2025-05-01,2025-06-01,-0.13808228639449183,drought,high,-0.30081669341367195,persistence,test
|
| 171 |
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sagil_22,2025-06-01,2025-07-01,-0.36583434078855775,drought,low,-0.13808228639449183,persistence,test
|
| 172 |
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sagil_22,2025-07-01,2025-08-01,-0.09247544506543331,drought,high,-0.36583434078855775,persistence,test
|
| 173 |
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sagil_22,2025-08-01,2025-09-01,0.10102527859866939,drought,low,-0.09247544506543331,persistence,test
|
| 174 |
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sagil_22,2025-09-01,2025-10-01,-0.11443643901356249,flood,low,0.10102527859866939,persistence,test
|
| 175 |
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sagil_22,2025-10-01,2025-11-01,0.36417296191776743,drought,low,-0.11443643901356249,persistence,test
|
| 176 |
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sagil_22,2025-11-01,2025-12-01,0.16764516211978733,flood,high,0.36417296191776743,persistence,test
|
| 177 |
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sagil_22,2025-12-01,2026-01-01,-0.2227534842995112,flood,low,0.16764516211978733,persistence,test
|
| 178 |
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sagil_22,2026-01-01,2026-02-01,-0.3539516043964965,drought,moderate,-0.2227534842995112,persistence,test
|
| 179 |
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sagil_22,2026-02-01,2026-03-01,-0.42856760369899377,drought,high,-0.3539516043964965,persistence,test
|
| 180 |
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sagil_22,2026-03-01,2026-04-01,-0.05868131197085943,drought,high,-0.42856760369899377,persistence,test
|
| 181 |
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sagil_22,2026-04-01,2026-05-01,0.17427018950714615,drought,low,-0.05868131197085943,persistence,test
|
| 182 |
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sagil_23,2025-05-01,2025-06-01,-0.1626712147202285,drought,moderate,-0.2828066862368991,persistence,test
|
| 183 |
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sagil_23,2025-06-01,2025-07-01,-0.5147562109228047,drought,low,-0.1626712147202285,persistence,test
|
| 184 |
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sagil_23,2025-07-01,2025-08-01,-0.10456658738097206,drought,high,-0.5147562109228047,persistence,test
|
| 185 |
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sagil_23,2025-08-01,2025-09-01,-0.24621541512279124,drought,low,-0.10456658738097206,persistence,test
|
| 186 |
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sagil_23,2025-09-01,2025-10-01,-0.44318024199089256,drought,moderate,-0.24621541512279124,persistence,test
|
| 187 |
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sagil_23,2025-10-01,2025-11-01,-0.17296753756227215,drought,high,-0.44318024199089256,persistence,test
|
| 188 |
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sagil_23,2025-11-01,2025-12-01,-0.4887188214878173,drought,low,-0.17296753756227215,persistence,test
|
| 189 |
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sagil_23,2025-12-01,2026-01-01,-0.5563301329483689,drought,high,-0.4887188214878173,persistence,test
|
| 190 |
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sagil_23,2026-01-01,2026-02-01,-0.29849254450161533,drought,extreme,-0.5563301329483689,persistence,test
|
| 191 |
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sagil_23,2026-02-01,2026-03-01,-0.5866647625733314,drought,moderate,-0.29849254450161533,persistence,test
|
| 192 |
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sagil_23,2026-03-01,2026-04-01,-0.10543136031829536,drought,extreme,-0.5866647625733314,persistence,test
|
| 193 |
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sagil_23,2026-04-01,2026-05-01,0.38803097922684976,drought,low,-0.10543136031829536,persistence,test
|
| 194 |
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sagil_24,2025-05-01,2025-06-01,-0.14996560962500882,drought,moderate,-0.19544858703069107,persistence,test
|
| 195 |
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sagil_24,2025-06-01,2025-07-01,-0.32283411274647916,drought,low,-0.14996560962500882,persistence,test
|
| 196 |
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sagil_24,2025-07-01,2025-08-01,-0.058417916785612985,drought,high,-0.32283411274647916,persistence,test
|
| 197 |
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sagil_24,2025-08-01,2025-09-01,0.2617307639092465,drought,low,-0.058417916785612985,persistence,test
|
| 198 |
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sagil_24,2025-09-01,2025-10-01,-0.06567466144837855,flood,moderate,0.2617307639092465,persistence,test
|
| 199 |
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sagil_24,2025-10-01,2025-11-01,-0.13605329943795635,drought,low,-0.06567466144837855,persistence,test
|
| 200 |
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sagil_24,2025-11-01,2025-12-01,0.2139947310673974,drought,low,-0.13605329943795635,persistence,test
|
| 201 |
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sagil_24,2025-12-01,2026-01-01,-0.29116267233294957,flood,moderate,0.2139947310673974,persistence,test
|
| 202 |
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sagil_24,2026-01-01,2026-02-01,-0.2910698798689575,drought,moderate,-0.29116267233294957,persistence,test
|
| 203 |
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sagil_24,2026-02-01,2026-03-01,-0.30574221716160493,drought,moderate,-0.2910698798689575,persistence,test
|
| 204 |
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sagil_24,2026-03-01,2026-04-01,-0.13527275812187445,drought,high,-0.30574221716160493,persistence,test
|
| 205 |
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sagil_24,2026-04-01,2026-05-01,0.18884612622944205,drought,low,-0.13527275812187445,persistence,test
|
| 206 |
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sagil_25,2025-05-01,2025-06-01,-0.13027838677353576,flood,low,0.07473248388539433,persistence,test
|
| 207 |
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sagil_25,2025-06-01,2025-07-01,-0.40763946429732717,drought,low,-0.13027838677353576,persistence,test
|
| 208 |
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sagil_25,2025-07-01,2025-08-01,-0.11435668250903694,drought,high,-0.40763946429732717,persistence,test
|
| 209 |
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sagil_25,2025-08-01,2025-09-01,0.1336551604235069,drought,low,-0.11435668250903694,persistence,test
|
| 210 |
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sagil_25,2025-09-01,2025-10-01,0.14234248748207848,flood,low,0.1336551604235069,persistence,test
|
| 211 |
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sagil_25,2025-10-01,2025-11-01,0.1430034974026216,flood,low,0.14234248748207848,persistence,test
|
| 212 |
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sagil_25,2025-11-01,2025-12-01,0.16044019357585712,flood,low,0.1430034974026216,persistence,test
|
| 213 |
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sagil_25,2025-12-01,2026-01-01,-0.19464713439507417,flood,low,0.16044019357585712,persistence,test
|
| 214 |
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sagil_25,2026-01-01,2026-02-01,-0.3583500322430333,drought,moderate,-0.19464713439507417,persistence,test
|
| 215 |
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sagil_25,2026-02-01,2026-03-01,-0.4252022171555029,drought,high,-0.3583500322430333,persistence,test
|
| 216 |
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sagil_25,2026-03-01,2026-04-01,0.057541285813792795,drought,high,-0.4252022171555029,persistence,test
|
| 217 |
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sagil_25,2026-04-01,2026-05-01,0.12391863995476801,flood,low,0.057541285813792795,persistence,test
|
| 218 |
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sagil_26,2025-05-01,2025-06-01,-0.12099343108325102,flood,low,0.12977138719818107,persistence,test
|
| 219 |
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sagil_26,2025-06-01,2025-07-01,-0.4531586780107204,drought,low,-0.12099343108325102,persistence,test
|
| 220 |
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sagil_26,2025-07-01,2025-08-01,-0.1648595420989508,drought,high,-0.4531586780107204,persistence,test
|
| 221 |
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sagil_26,2025-08-01,2025-09-01,0.07633899568733453,drought,low,-0.1648595420989508,persistence,test
|
| 222 |
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sagil_26,2025-09-01,2025-10-01,-0.1861343460460338,flood,low,0.07633899568733453,persistence,test
|
| 223 |
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sagil_26,2025-10-01,2025-11-01,0.15941016240157904,drought,moderate,-0.1861343460460338,persistence,test
|
| 224 |
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sagil_26,2025-11-01,2025-12-01,0.2485670617625911,flood,low,0.15941016240157904,persistence,test
|
| 225 |
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sagil_26,2025-12-01,2026-01-01,-0.26028954703646423,flood,moderate,0.2485670617625911,persistence,test
|
| 226 |
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sagil_26,2026-01-01,2026-02-01,-0.3349467001747969,drought,moderate,-0.26028954703646423,persistence,test
|
| 227 |
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sagil_26,2026-02-01,2026-03-01,-0.35418171538936677,drought,high,-0.3349467001747969,persistence,test
|
| 228 |
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sagil_26,2026-03-01,2026-04-01,0.16947034662626556,drought,high,-0.35418171538936677,persistence,test
|
| 229 |
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sagil_26,2026-04-01,2026-05-01,0.184934312469343,flood,low,0.16947034662626556,persistence,test
|
| 230 |
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sagil_27,2025-05-01,2025-06-01,-0.11435853649512995,drought,low,-0.08351236205542802,persistence,test
|
| 231 |
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sagil_27,2025-06-01,2025-07-01,-0.3335471792102375,drought,low,-0.11435853649512995,persistence,test
|
| 232 |
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sagil_27,2025-07-01,2025-08-01,-0.14487800382567984,drought,high,-0.3335471792102375,persistence,test
|
| 233 |
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sagil_27,2025-08-01,2025-09-01,-0.1311091491498235,drought,low,-0.14487800382567984,persistence,test
|
| 234 |
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sagil_27,2025-09-01,2025-10-01,-0.07087912486428345,drought,low,-0.1311091491498235,persistence,test
|
| 235 |
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sagil_27,2025-10-01,2025-11-01,-0.2999998226417353,drought,low,-0.07087912486428345,persistence,test
|
| 236 |
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sagil_27,2025-11-01,2025-12-01,0.1867497205839151,drought,moderate,-0.2999998226417353,persistence,test
|
| 237 |
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sagil_27,2025-12-01,2026-01-01,-0.19819736347376965,flood,moderate,0.1867497205839151,persistence,test
|
| 238 |
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sagil_27,2026-01-01,2026-02-01,-0.4155621615534254,drought,moderate,-0.19819736347376965,persistence,test
|
| 239 |
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sagil_27,2026-02-01,2026-03-01,-0.38790430630398687,drought,high,-0.4155621615534254,persistence,test
|
| 240 |
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sagil_27,2026-03-01,2026-04-01,0.07034136782784553,drought,high,-0.38790430630398687,persistence,test
|
| 241 |
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sagil_27,2026-04-01,2026-05-01,0.06339515237868151,flood,low,0.07034136782784553,persistence,test
|
| 242 |
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sagil_28,2025-05-01,2025-06-01,-0.3090386977727244,drought,low,-0.12271906052830864,persistence,test
|
| 243 |
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sagil_28,2025-06-01,2025-07-01,-0.44293448119594214,drought,high,-0.3090386977727244,persistence,test
|
| 244 |
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sagil_28,2025-07-01,2025-08-01,-0.13034155777888706,drought,high,-0.44293448119594214,persistence,test
|
| 245 |
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sagil_28,2025-08-01,2025-09-01,-0.14322701440890878,drought,low,-0.13034155777888706,persistence,test
|
| 246 |
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sagil_28,2025-09-01,2025-10-01,-0.10237901181877825,drought,low,-0.14322701440890878,persistence,test
|
| 247 |
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sagil_28,2025-10-01,2025-11-01,-0.2884351370664377,drought,low,-0.10237901181877825,persistence,test
|
| 248 |
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sagil_28,2025-11-01,2025-12-01,0.2917142956978539,drought,moderate,-0.2884351370664377,persistence,test
|
| 249 |
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sagil_28,2025-12-01,2026-01-01,-0.36815898391639557,flood,moderate,0.2917142956978539,persistence,test
|
| 250 |
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sagil_28,2026-01-01,2026-02-01,-0.5613850399919483,drought,high,-0.36815898391639557,persistence,test
|
| 251 |
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sagil_28,2026-02-01,2026-03-01,-0.27736652759267943,drought,extreme,-0.5613850399919483,persistence,test
|
| 252 |
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sagil_28,2026-03-01,2026-04-01,-0.16733345883573433,drought,moderate,-0.27736652759267943,persistence,test
|
| 253 |
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sagil_28,2026-04-01,2026-05-01,0.11850259201515735,drought,low,-0.16733345883573433,persistence,test
|
| 254 |
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sagil_29,2025-05-01,2025-06-01,-0.1257259440203822,drought,moderate,-0.23689092704973985,persistence,test
|
| 255 |
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sagil_29,2025-06-01,2025-07-01,-0.3394794206347127,drought,low,-0.1257259440203822,persistence,test
|
| 256 |
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sagil_29,2025-07-01,2025-08-01,-0.10183764682166449,drought,high,-0.3394794206347127,persistence,test
|
| 257 |
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sagil_29,2025-08-01,2025-09-01,0.10913764610501095,drought,low,-0.10183764682166449,persistence,test
|
| 258 |
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sagil_29,2025-09-01,2025-10-01,-0.10395903479525401,flood,low,0.10913764610501095,persistence,test
|
| 259 |
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sagil_29,2025-10-01,2025-11-01,0.14520229782878927,drought,low,-0.10395903479525401,persistence,test
|
| 260 |
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sagil_29,2025-11-01,2025-12-01,0.14002172256165984,flood,low,0.14520229782878927,persistence,test
|
| 261 |
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sagil_29,2025-12-01,2026-01-01,-0.21205340062807587,flood,low,0.14002172256165984,persistence,test
|
| 262 |
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sagil_29,2026-01-01,2026-02-01,-0.3918947675659127,drought,moderate,-0.21205340062807587,persistence,test
|
| 263 |
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sagil_29,2026-02-01,2026-03-01,-0.4664228647070854,drought,high,-0.3918947675659127,persistence,test
|
| 264 |
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sagil_29,2026-03-01,2026-04-01,0.04274871800097415,drought,high,-0.4664228647070854,persistence,test
|
| 265 |
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sagil_29,2026-04-01,2026-05-01,0.11603860883757003,flood,low,0.04274871800097415,persistence,test
|
| 266 |
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sagil_3,2025-05-01,2025-06-01,-0.1191722236397761,drought,low,-0.1099785372581315,persistence,test
|
| 267 |
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sagil_3,2025-06-01,2025-07-01,-0.4711347121266587,drought,low,-0.1191722236397761,persistence,test
|
| 268 |
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sagil_3,2025-07-01,2025-08-01,-0.1833621164637131,drought,high,-0.4711347121266587,persistence,test
|
| 269 |
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sagil_3,2025-08-01,2025-09-01,-0.0600792792748607,drought,moderate,-0.1833621164637131,persistence,test
|
| 270 |
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sagil_3,2025-09-01,2025-10-01,-0.08153773260131424,drought,low,-0.0600792792748607,persistence,test
|
| 271 |
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sagil_3,2025-10-01,2025-11-01,0.9582960322529276,drought,low,-0.08153773260131424,persistence,test
|
| 272 |
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sagil_3,2025-11-01,2025-12-01,0.187234463609034,flood,extreme,0.9582960322529276,persistence,test
|
| 273 |
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sagil_3,2025-12-01,2026-01-01,-0.255509587239514,flood,moderate,0.187234463609034,persistence,test
|
| 274 |
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sagil_3,2026-01-01,2026-02-01,-0.3761791392297441,drought,moderate,-0.255509587239514,persistence,test
|
| 275 |
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sagil_3,2026-02-01,2026-03-01,-0.3696708403532969,drought,high,-0.3761791392297441,persistence,test
|
| 276 |
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sagil_3,2026-03-01,2026-04-01,-0.09190121548805684,drought,high,-0.3696708403532969,persistence,test
|
| 277 |
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sagil_3,2026-04-01,2026-05-01,0.1189054717879557,drought,low,-0.09190121548805684,persistence,test
|
| 278 |
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sagil_30,2025-05-01,2025-06-01,-0.11916694186126935,drought,low,-0.17031896813747308,persistence,test
|
| 279 |
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sagil_30,2025-06-01,2025-07-01,-0.3529578261484907,drought,low,-0.11916694186126935,persistence,test
|
| 280 |
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sagil_30,2025-07-01,2025-08-01,-0.08735989379910669,drought,high,-0.3529578261484907,persistence,test
|
| 281 |
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sagil_30,2025-08-01,2025-09-01,-0.1430640699033266,drought,low,-0.08735989379910669,persistence,test
|
| 282 |
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sagil_30,2025-09-01,2025-10-01,-0.07476572592085592,drought,low,-0.1430640699033266,persistence,test
|
| 283 |
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sagil_30,2025-10-01,2025-11-01,0.16951499978499576,drought,low,-0.07476572592085592,persistence,test
|
| 284 |
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sagil_30,2025-11-01,2025-12-01,0.1912537301312411,flood,low,0.16951499978499576,persistence,test
|
| 285 |
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sagil_30,2025-12-01,2026-01-01,-0.22043069100432722,flood,moderate,0.1912537301312411,persistence,test
|
| 286 |
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sagil_30,2026-01-01,2026-02-01,-0.33650444992632783,drought,moderate,-0.22043069100432722,persistence,test
|
| 287 |
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sagil_30,2026-02-01,2026-03-01,-0.32182960580086784,drought,high,-0.33650444992632783,persistence,test
|
| 288 |
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sagil_30,2026-03-01,2026-04-01,-0.0467690809817038,drought,high,-0.32182960580086784,persistence,test
|
| 289 |
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sagil_30,2026-04-01,2026-05-01,0.09250633128382531,drought,low,-0.0467690809817038,persistence,test
|
| 290 |
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sagil_31,2025-05-01,2025-06-01,-0.13489073261251375,drought,low,-0.12225015914811801,persistence,test
|
| 291 |
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sagil_31,2025-06-01,2025-07-01,-0.39694111452954334,drought,low,-0.13489073261251375,persistence,test
|
| 292 |
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sagil_31,2025-07-01,2025-08-01,-0.08431468747146381,drought,high,-0.39694111452954334,persistence,test
|
| 293 |
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sagil_31,2025-08-01,2025-09-01,-1.2690933014776618,drought,low,-0.08431468747146381,persistence,test
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| 294 |
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sagil_31,2025-09-01,2025-10-01,-0.05552098771792061,drought,extreme,-1.2690933014776618,persistence,test
|
| 295 |
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sagil_31,2025-10-01,2025-11-01,0.15193859788679825,drought,low,-0.05552098771792061,persistence,test
|
| 296 |
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sagil_31,2025-11-01,2025-12-01,0.19227219835008785,flood,low,0.15193859788679825,persistence,test
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| 297 |
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sagil_31,2025-12-01,2026-01-01,-0.2119673578295546,flood,moderate,0.19227219835008785,persistence,test
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| 298 |
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sagil_31,2026-01-01,2026-02-01,-0.37875197435032454,drought,moderate,-0.2119673578295546,persistence,test
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| 299 |
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sagil_31,2026-02-01,2026-03-01,-0.3448221630013985,drought,high,-0.37875197435032454,persistence,test
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| 300 |
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sagil_31,2026-03-01,2026-04-01,-0.04195899019485695,drought,high,-0.3448221630013985,persistence,test
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| 301 |
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sagil_31,2026-04-01,2026-05-01,0.07533309867023488,drought,low,-0.04195899019485695,persistence,test
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| 302 |
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sagil_32,2025-05-01,2025-06-01,-0.12869534643190178,flood,low,0.08522991042543174,persistence,test
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sagil_32,2025-06-01,2025-07-01,-0.37347570592500334,drought,low,-0.12869534643190178,persistence,test
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sagil_32,2025-07-01,2025-08-01,-0.09346320130227705,drought,high,-0.37347570592500334,persistence,test
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sagil_32,2025-08-01,2025-09-01,0.15045220077340607,drought,low,-0.09346320130227705,persistence,test
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| 306 |
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sagil_32,2025-09-01,2025-10-01,-0.07379988551447296,flood,low,0.15045220077340607,persistence,test
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| 307 |
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sagil_32,2025-10-01,2025-11-01,0.15414140866079182,drought,low,-0.07379988551447296,persistence,test
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| 308 |
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sagil_32,2025-11-01,2025-12-01,0.1620786903001869,flood,low,0.15414140866079182,persistence,test
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sagil_32,2025-12-01,2026-01-01,-0.21039800679959691,flood,low,0.1620786903001869,persistence,test
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sagil_32,2026-01-01,2026-02-01,-0.36863504553547655,drought,moderate,-0.21039800679959691,persistence,test
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sagil_32,2026-02-01,2026-03-01,-0.4245929894481789,drought,high,-0.36863504553547655,persistence,test
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sagil_32,2026-03-01,2026-04-01,0.0831379889424148,drought,high,-0.4245929894481789,persistence,test
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sagil_32,2026-04-01,2026-05-01,0.08945419405382125,flood,low,0.0831379889424148,persistence,test
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sagil_33,2025-05-01,2025-06-01,-0.12958550435254929,drought,low,-0.08961925814340896,persistence,test
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sagil_33,2025-06-01,2025-07-01,-0.5010061347627773,drought,low,-0.12958550435254929,persistence,test
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sagil_33,2025-07-01,2025-08-01,-0.2343788797013332,drought,high,-0.5010061347627773,persistence,test
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sagil_33,2025-08-01,2025-09-01,-0.19630432182532637,drought,moderate,-0.2343788797013332,persistence,test
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sagil_33,2025-09-01,2025-10-01,-0.320362893620002,drought,moderate,-0.19630432182532637,persistence,test
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sagil_33,2025-10-01,2025-11-01,0.16540279923283152,drought,high,-0.320362893620002,persistence,test
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sagil_33,2025-11-01,2025-12-01,0.35509319451726584,flood,low,0.16540279923283152,persistence,test
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sagil_33,2025-12-01,2026-01-01,-0.43716127825180384,flood,high,0.35509319451726584,persistence,test
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sagil_33,2026-01-01,2026-02-01,-0.36643967682640255,drought,high,-0.43716127825180384,persistence,test
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sagil_33,2026-02-01,2026-03-01,-0.44738999680432723,drought,high,-0.36643967682640255,persistence,test
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sagil_33,2026-03-01,2026-04-01,-0.12753168794510925,drought,high,-0.44738999680432723,persistence,test
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sagil_33,2026-04-01,2026-05-01,0.3615023856058282,drought,low,-0.12753168794510925,persistence,test
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sagil_34,2025-05-01,2025-06-01,-0.13157370954454206,drought,low,-0.07147545004828629,persistence,test
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sagil_34,2025-06-01,2025-07-01,-0.4355339965650488,drought,low,-0.13157370954454206,persistence,test
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sagil_34,2025-07-01,2025-08-01,-0.1717918050440446,drought,high,-0.4355339965650488,persistence,test
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sagil_34,2025-08-01,2025-09-01,-0.40722157195340936,drought,low,-0.1717918050440446,persistence,test
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sagil_34,2025-09-01,2025-10-01,-0.22084620552721757,drought,high,-0.40722157195340936,persistence,test
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sagil_34,2025-10-01,2025-11-01,0.21113818019284275,drought,moderate,-0.22084620552721757,persistence,test
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sagil_34,2025-11-01,2025-12-01,0.20590636040489893,flood,moderate,0.21113818019284275,persistence,test
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sagil_34,2025-12-01,2026-01-01,-0.2912693541524301,flood,moderate,0.20590636040489893,persistence,test
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sagil_34,2026-01-01,2026-02-01,-0.5388157576157078,drought,moderate,-0.2912693541524301,persistence,test
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sagil_34,2026-02-01,2026-03-01,-0.45283005622967504,drought,high,-0.5388157576157078,persistence,test
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sagil_34,2026-03-01,2026-04-01,-1.9141572930240793,drought,high,-0.45283005622967504,persistence,test
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sagil_34,2026-04-01,2026-05-01,0.25445380412033947,drought,extreme,-1.9141572930240793,persistence,test
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sagil_35,2025-05-01,2025-06-01,-0.3407718551634711,drought,low,-0.13384762663907435,persistence,test
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sagil_35,2025-06-01,2025-07-01,-0.44613552491562525,drought,high,-0.3407718551634711,persistence,test
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| 340 |
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sagil_35,2025-07-01,2025-08-01,-0.1482346120143815,drought,high,-0.44613552491562525,persistence,test
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sagil_35,2025-08-01,2025-09-01,-0.17819793287255964,drought,low,-0.1482346120143815,persistence,test
|
| 342 |
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sagil_35,2025-09-01,2025-10-01,-0.12029138534554852,drought,low,-0.17819793287255964,persistence,test
|
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sagil_35,2025-10-01,2025-11-01,-0.3673875765245436,drought,low,-0.12029138534554852,persistence,test
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sagil_35,2025-11-01,2025-12-01,0.1551082330339347,drought,high,-0.3673875765245436,persistence,test
|
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sagil_35,2025-12-01,2026-01-01,-0.23315725363711856,flood,low,0.1551082330339347,persistence,test
|
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sagil_35,2026-01-01,2026-02-01,-0.5936919159216562,drought,moderate,-0.23315725363711856,persistence,test
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sagil_35,2026-02-01,2026-03-01,-0.3384871364528315,drought,extreme,-0.5936919159216562,persistence,test
|
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sagil_35,2026-03-01,2026-04-01,-1.945668335619672,drought,high,-0.3384871364528315,persistence,test
|
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sagil_35,2026-04-01,2026-05-01,0.10298269962751434,drought,extreme,-1.945668335619672,persistence,test
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sagil_36,2025-05-01,2025-06-01,-0.09815254502684644,drought,moderate,-0.2600377805800779,persistence,test
|
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sagil_36,2025-06-01,2025-07-01,-0.3931797101836358,drought,low,-0.09815254502684644,persistence,test
|
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sagil_36,2025-07-01,2025-08-01,-0.1252330455553705,drought,high,-0.3931797101836358,persistence,test
|
| 353 |
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sagil_36,2025-08-01,2025-09-01,-0.15346101095699075,drought,low,-0.1252330455553705,persistence,test
|
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sagil_36,2025-09-01,2025-10-01,-0.07858087631706039,drought,low,-0.15346101095699075,persistence,test
|
| 355 |
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sagil_36,2025-10-01,2025-11-01,0.1741734862114249,drought,low,-0.07858087631706039,persistence,test
|
| 356 |
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sagil_36,2025-11-01,2025-12-01,-0.2303543941176711,flood,low,0.1741734862114249,persistence,test
|
| 357 |
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sagil_36,2025-12-01,2026-01-01,-0.27009730607033217,drought,moderate,-0.2303543941176711,persistence,test
|
| 358 |
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sagil_36,2026-01-01,2026-02-01,-0.387302439209115,drought,moderate,-0.27009730607033217,persistence,test
|
| 359 |
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sagil_36,2026-02-01,2026-03-01,-0.3416802521239911,drought,high,-0.387302439209115,persistence,test
|
| 360 |
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sagil_36,2026-03-01,2026-04-01,-0.04282700181014789,drought,high,-0.3416802521239911,persistence,test
|
| 361 |
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sagil_36,2026-04-01,2026-05-01,-0.15022129120032396,drought,low,-0.04282700181014789,persistence,test
|
| 362 |
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sagil_37,2025-05-01,2025-06-01,-0.11155454376289436,drought,moderate,-0.29873679476810533,persistence,test
|
| 363 |
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sagil_37,2025-06-01,2025-07-01,-0.3615498352439146,drought,low,-0.11155454376289436,persistence,test
|
| 364 |
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sagil_37,2025-07-01,2025-08-01,-0.07455923676292062,drought,high,-0.3615498352439146,persistence,test
|
| 365 |
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sagil_37,2025-08-01,2025-09-01,0.1776863124443706,drought,low,-0.07455923676292062,persistence,test
|
| 366 |
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sagil_37,2025-09-01,2025-10-01,-0.08081576810360394,flood,low,0.1776863124443706,persistence,test
|
| 367 |
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sagil_37,2025-10-01,2025-11-01,0.1496529323286262,drought,low,-0.08081576810360394,persistence,test
|
| 368 |
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sagil_37,2025-11-01,2025-12-01,0.21403685021149907,flood,low,0.1496529323286262,persistence,test
|
| 369 |
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sagil_37,2025-12-01,2026-01-01,-0.21845097698977214,flood,moderate,0.21403685021149907,persistence,test
|
| 370 |
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sagil_37,2026-01-01,2026-02-01,-0.35109260408350085,drought,moderate,-0.21845097698977214,persistence,test
|
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sagil_37,2026-02-01,2026-03-01,-0.3488084934644042,drought,high,-0.35109260408350085,persistence,test
|
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sagil_37,2026-03-01,2026-04-01,-0.047942591112504554,drought,high,-0.3488084934644042,persistence,test
|
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sagil_37,2026-04-01,2026-05-01,0.08716125424700542,drought,low,-0.047942591112504554,persistence,test
|
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sagil_38,2025-05-01,2025-06-01,-0.16949442755138394,flood,low,0.11980882358828536,persistence,test
|
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sagil_38,2025-06-01,2025-07-01,-0.374032126291909,drought,low,-0.16949442755138394,persistence,test
|
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sagil_38,2025-07-01,2025-08-01,-0.08690904077681363,drought,high,-0.374032126291909,persistence,test
|
| 377 |
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sagil_38,2025-08-01,2025-09-01,0.9352193017967416,drought,low,-0.08690904077681363,persistence,test
|
| 378 |
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sagil_38,2025-09-01,2025-10-01,-0.07047854202840431,flood,extreme,0.9352193017967416,persistence,test
|
| 379 |
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sagil_38,2025-10-01,2025-11-01,0.15692428354597623,drought,low,-0.07047854202840431,persistence,test
|
| 380 |
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sagil_38,2025-11-01,2025-12-01,0.2033662026358287,flood,low,0.15692428354597623,persistence,test
|
| 381 |
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sagil_38,2025-12-01,2026-01-01,-0.2268331994080449,flood,moderate,0.2033662026358287,persistence,test
|
| 382 |
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sagil_38,2026-01-01,2026-02-01,-0.37320236594607364,drought,moderate,-0.2268331994080449,persistence,test
|
| 383 |
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sagil_38,2026-02-01,2026-03-01,-0.35691809626466825,drought,high,-0.37320236594607364,persistence,test
|
| 384 |
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sagil_38,2026-03-01,2026-04-01,-0.04922747896973003,drought,high,-0.35691809626466825,persistence,test
|
| 385 |
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sagil_38,2026-04-01,2026-05-01,0.1032801832114453,drought,low,-0.04922747896973003,persistence,test
|
| 386 |
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sagil_39,2025-05-01,2025-06-01,-0.18351385039673734,drought,moderate,-0.1895739499572208,persistence,test
|
| 387 |
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sagil_39,2025-06-01,2025-07-01,-0.3311925040588625,drought,moderate,-0.18351385039673734,persistence,test
|
| 388 |
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sagil_39,2025-07-01,2025-08-01,-0.07433753844240434,drought,high,-0.3311925040588625,persistence,test
|
| 389 |
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sagil_39,2025-08-01,2025-09-01,0.3844945173565647,drought,low,-0.07433753844240434,persistence,test
|
| 390 |
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sagil_39,2025-09-01,2025-10-01,-0.049647915001391804,flood,high,0.3844945173565647,persistence,test
|
| 391 |
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sagil_39,2025-10-01,2025-11-01,0.22251043789327113,drought,low,-0.049647915001391804,persistence,test
|
| 392 |
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sagil_39,2025-11-01,2025-12-01,0.1946797172998251,flood,moderate,0.22251043789327113,persistence,test
|
| 393 |
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sagil_39,2025-12-01,2026-01-01,-0.19939126602823437,flood,moderate,0.1946797172998251,persistence,test
|
| 394 |
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sagil_39,2026-01-01,2026-02-01,-0.5917020350925921,drought,moderate,-0.19939126602823437,persistence,test
|
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sagil_39,2026-02-01,2026-03-01,-0.3599761515676656,drought,extreme,-0.5917020350925921,persistence,test
|
| 396 |
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sagil_39,2026-03-01,2026-04-01,0.05377927123405582,drought,high,-0.3599761515676656,persistence,test
|
| 397 |
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sagil_39,2026-04-01,2026-05-01,0.07611085237653228,flood,low,0.05377927123405582,persistence,test
|
| 398 |
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sagil_4,2025-05-01,2025-06-01,-0.1587361912367771,drought,low,-0.0816679258255604,persistence,test
|
| 399 |
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sagil_4,2025-06-01,2025-07-01,-0.3455574887839329,drought,low,-0.1587361912367771,persistence,test
|
| 400 |
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sagil_4,2025-07-01,2025-08-01,-0.06433092541025971,drought,high,-0.3455574887839329,persistence,test
|
| 401 |
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sagil_4,2025-08-01,2025-09-01,0.24095312653022036,drought,low,-0.06433092541025971,persistence,test
|
| 402 |
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sagil_4,2025-09-01,2025-10-01,-0.09169307724822136,flood,moderate,0.24095312653022036,persistence,test
|
| 403 |
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sagil_4,2025-10-01,2025-11-01,0.3312048710806551,drought,low,-0.09169307724822136,persistence,test
|
| 404 |
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sagil_4,2025-11-01,2025-12-01,0.09023926586518162,flood,high,0.3312048710806551,persistence,test
|
| 405 |
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sagil_4,2025-12-01,2026-01-01,-0.14761942116360066,flood,low,0.09023926586518162,persistence,test
|
| 406 |
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sagil_4,2026-01-01,2026-02-01,-0.4023140316001904,drought,low,-0.14761942116360066,persistence,test
|
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sagil_4,2026-02-01,2026-03-01,-0.48345154984978495,drought,high,-0.4023140316001904,persistence,test
|
| 408 |
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sagil_4,2026-03-01,2026-04-01,-0.08594839623394164,drought,high,-0.48345154984978495,persistence,test
|
| 409 |
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sagil_4,2026-04-01,2026-05-01,0.07268087904765348,drought,low,-0.08594839623394164,persistence,test
|
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sagil_40,2025-05-01,2025-06-01,-0.12721887952568542,drought,low,-0.15658588889700972,persistence,test
|
| 411 |
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sagil_40,2025-06-01,2025-07-01,-0.4044292722378522,drought,low,-0.12721887952568542,persistence,test
|
| 412 |
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sagil_40,2025-07-01,2025-08-01,-0.049179447230130534,drought,high,-0.4044292722378522,persistence,test
|
| 413 |
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sagil_40,2025-08-01,2025-09-01,-0.19468726798107377,drought,low,-0.049179447230130534,persistence,test
|
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sagil_40,2025-09-01,2025-10-01,-0.03131187721145608,drought,moderate,-0.19468726798107377,persistence,test
|
| 415 |
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sagil_40,2025-10-01,2025-11-01,0.16085584420432855,drought,low,-0.03131187721145608,persistence,test
|
| 416 |
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sagil_40,2025-11-01,2025-12-01,0.32530752138291935,flood,low,0.16085584420432855,persistence,test
|
| 417 |
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sagil_40,2025-12-01,2026-01-01,-0.23691586573680481,flood,high,0.32530752138291935,persistence,test
|
| 418 |
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sagil_40,2026-01-01,2026-02-01,-0.3428390304428128,drought,moderate,-0.23691586573680481,persistence,test
|
| 419 |
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sagil_40,2026-02-01,2026-03-01,-0.33697622377975467,drought,high,-0.3428390304428128,persistence,test
|
| 420 |
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sagil_40,2026-03-01,2026-04-01,-0.13851904625660788,drought,high,-0.33697622377975467,persistence,test
|
| 421 |
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sagil_40,2026-04-01,2026-05-01,-0.1369138585378966,drought,low,-0.13851904625660788,persistence,test
|
| 422 |
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sagil_41,2025-05-01,2025-06-01,-0.1868538996749239,flood,low,0.14067238620014144,persistence,test
|
| 423 |
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sagil_41,2025-06-01,2025-07-01,-0.4022152337679637,drought,moderate,-0.1868538996749239,persistence,test
|
| 424 |
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sagil_41,2025-07-01,2025-08-01,-0.0759287559281091,drought,high,-0.4022152337679637,persistence,test
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sagil_41,2025-08-01,2025-09-01,-0.1548689441230098,drought,low,-0.0759287559281091,persistence,test
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sagil_41,2025-09-01,2025-10-01,-0.033969706220576296,drought,low,-0.1548689441230098,persistence,test
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sagil_41,2025-10-01,2025-11-01,0.24274365775822865,drought,low,-0.033969706220576296,persistence,test
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sagil_41,2025-11-01,2025-12-01,0.20334244703934473,flood,moderate,0.24274365775822865,persistence,test
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sagil_41,2025-12-01,2026-01-01,-0.3012513872314464,flood,moderate,0.20334244703934473,persistence,test
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sagil_41,2026-01-01,2026-02-01,-0.40752170746399324,drought,high,-0.3012513872314464,persistence,test
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sagil_41,2026-02-01,2026-03-01,-0.3655508689925397,drought,high,-0.40752170746399324,persistence,test
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sagil_41,2026-03-01,2026-04-01,-0.15810706046386422,drought,high,-0.3655508689925397,persistence,test
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sagil_41,2026-04-01,2026-05-01,0.16247851481717843,drought,low,-0.15810706046386422,persistence,test
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sagil_42,2025-05-01,2025-06-01,-0.26616540000185307,drought,low,-0.17679845098356475,persistence,test
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sagil_42,2025-06-01,2025-07-01,-0.609002367344195,drought,moderate,-0.26616540000185307,persistence,test
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sagil_42,2025-07-01,2025-08-01,-0.38217529239056364,drought,extreme,-0.609002367344195,persistence,test
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sagil_42,2025-08-01,2025-09-01,-0.558356309869121,drought,high,-0.38217529239056364,persistence,test
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sagil_42,2025-09-01,2025-10-01,-0.33391440793434113,drought,extreme,-0.558356309869121,persistence,test
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sagil_42,2025-10-01,2025-11-01,-0.74427180874803,drought,high,-0.33391440793434113,persistence,test
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sagil_42,2025-11-01,2025-12-01,0.32685071488339973,drought,extreme,-0.74427180874803,persistence,test
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sagil_42,2025-12-01,2026-01-01,-0.4098507397569305,flood,high,0.32685071488339973,persistence,test
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sagil_42,2026-01-01,2026-02-01,-0.7159146409999461,drought,high,-0.4098507397569305,persistence,test
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sagil_42,2026-02-01,2026-03-01,-0.5374353761887671,drought,extreme,-0.7159146409999461,persistence,test
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sagil_42,2026-03-01,2026-04-01,-0.5100605959199407,drought,high,-0.5374353761887671,persistence,test
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sagil_42,2026-04-01,2026-05-01,0.40363987500746457,drought,high,-0.5100605959199407,persistence,test
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sagil_43,2025-06-01,2025-07-01,-0.3696951536999952,drought,low,-0.1309745257161779,persistence,test
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sagil_43,2025-07-01,2025-08-01,-0.07232358709820466,drought,high,-0.3696951536999952,persistence,test
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sagil_43,2025-08-01,2025-09-01,-0.0683250961711455,drought,low,-0.07232358709820466,persistence,test
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sagil_43,2025-09-01,2025-10-01,-0.05921881336542995,drought,low,-0.0683250961711455,persistence,test
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sagil_43,2025-10-01,2025-11-01,0.1434233168536815,drought,low,-0.05921881336542995,persistence,test
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sagil_43,2025-11-01,2025-12-01,0.20836718793822784,flood,low,0.1434233168536815,persistence,test
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sagil_43,2025-12-01,2026-01-01,-0.19925205868839324,flood,moderate,0.20836718793822784,persistence,test
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sagil_43,2026-01-01,2026-02-01,-0.36148512376969727,drought,moderate,-0.19925205868839324,persistence,test
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sagil_43,2026-02-01,2026-03-01,-0.4025340287786155,drought,high,-0.36148512376969727,persistence,test
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sagil_43,2026-03-01,2026-04-01,-0.05261973395108596,drought,high,-0.4025340287786155,persistence,test
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sagil_43,2026-04-01,2026-05-01,0.09213664603526601,drought,low,-0.05261973395108596,persistence,test
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sagil_44,2025-08-01,2025-09-01,-0.10365013421425666,drought,low,-0.1732339073266427,persistence,test
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sagil_44,2025-09-01,2025-10-01,-0.13708143427211472,drought,low,-0.10365013421425666,persistence,test
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sagil_44,2025-10-01,2025-11-01,0.15753644517897836,drought,low,-0.13708143427211472,persistence,test
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sagil_44,2025-11-01,2025-12-01,0.2788880250337156,flood,low,0.15753644517897836,persistence,test
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sagil_44,2025-12-01,2026-01-01,-0.23203246189414603,flood,moderate,0.2788880250337156,persistence,test
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sagil_44,2026-01-01,2026-02-01,-0.3515352719974017,drought,moderate,-0.23203246189414603,persistence,test
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sagil_44,2026-02-01,2026-03-01,-0.3846086607703104,drought,high,-0.3515352719974017,persistence,test
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sagil_44,2026-03-01,2026-04-01,-0.036185063983145485,drought,high,-0.3846086607703104,persistence,test
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sagil_44,2026-04-01,2026-05-01,0.13094001244864767,drought,low,-0.036185063983145485,persistence,test
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sagil_45,2025-06-01,2025-07-01,-0.36638028083212254,drought,low,-0.14263395323946557,persistence,test
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sagil_45,2025-07-01,2025-08-01,-0.086724607518532,drought,high,-0.36638028083212254,persistence,test
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sagil_45,2025-08-01,2025-09-01,0.17016933885179364,drought,low,-0.086724607518532,persistence,test
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sagil_45,2025-09-01,2025-10-01,-0.09346876533360618,flood,low,0.17016933885179364,persistence,test
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sagil_45,2025-10-01,2025-11-01,0.14622861299353604,drought,low,-0.09346876533360618,persistence,test
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sagil_45,2025-11-01,2025-12-01,0.218349337527092,flood,low,0.14622861299353604,persistence,test
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sagil_45,2026-02-01,2026-03-01,-0.3651512439335433,drought,high,-0.42215265345896985,persistence,test
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sagil_45,2026-03-01,2026-04-01,-0.06508468265915604,drought,high,-0.3651512439335433,persistence,test
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sagil_45,2026-04-01,2026-05-01,0.0773564697255026,drought,low,-0.06508468265915604,persistence,test
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sagil_46,2025-06-01,2025-07-01,-0.38519633866325603,drought,low,-0.16332624023162184,persistence,test
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sagil_46,2025-07-01,2025-08-01,-0.05427920275205679,drought,high,-0.38519633866325603,persistence,test
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sagil_46,2025-08-01,2025-09-01,-0.36055081269239875,drought,low,-0.05427920275205679,persistence,test
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sagil_46,2025-09-01,2025-10-01,-0.06374533741701252,drought,high,-0.36055081269239875,persistence,test
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sagil_46,2025-10-01,2025-11-01,0.15538753741294586,drought,low,-0.06374533741701252,persistence,test
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sagil_46,2025-11-01,2025-12-01,0.22423491731469358,flood,low,0.15538753741294586,persistence,test
|
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sagil_46,2025-12-01,2026-01-01,-0.24933956599668206,flood,moderate,0.22423491731469358,persistence,test
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sagil_46,2026-01-01,2026-02-01,-0.36231443714877737,drought,moderate,-0.24933956599668206,persistence,test
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sagil_46,2026-02-01,2026-03-01,-0.35526283411559273,drought,high,-0.36231443714877737,persistence,test
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sagil_46,2026-03-01,2026-04-01,-0.04492917672379685,drought,high,-0.35526283411559273,persistence,test
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sagil_46,2026-04-01,2026-05-01,0.13245152151833492,drought,low,-0.04492917672379685,persistence,test
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sagil_47,2025-05-01,2025-06-01,-0.153607987991809,drought,low,-0.09246161845117125,persistence,test
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sagil_47,2025-06-01,2025-07-01,-0.38948597713262684,drought,low,-0.153607987991809,persistence,test
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sagil_47,2025-07-01,2025-08-01,-0.0772999915168139,drought,high,-0.38948597713262684,persistence,test
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sagil_47,2025-08-01,2025-09-01,-0.42071534024943413,drought,low,-0.0772999915168139,persistence,test
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sagil_47,2025-09-01,2025-10-01,-0.12728484993297234,drought,high,-0.42071534024943413,persistence,test
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sagil_47,2025-10-01,2025-11-01,-0.2005077996201965,drought,low,-0.12728484993297234,persistence,test
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sagil_47,2025-11-01,2025-12-01,-0.20512663827591376,drought,moderate,-0.2005077996201965,persistence,test
|
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sagil_47,2025-12-01,2026-01-01,-0.34577584910285397,drought,moderate,-0.20512663827591376,persistence,test
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sagil_47,2026-01-01,2026-02-01,-0.37984171957100515,drought,high,-0.34577584910285397,persistence,test
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sagil_47,2026-02-01,2026-03-01,-0.40063798806003315,drought,high,-0.37984171957100515,persistence,test
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sagil_47,2026-03-01,2026-04-01,-0.08301284634635038,drought,high,-0.40063798806003315,persistence,test
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sagil_47,2026-04-01,2026-05-01,-0.20276939608371522,drought,low,-0.08301284634635038,persistence,test
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sagil_48,2025-05-01,2025-06-01,-0.1827502935097297,drought,low,-0.15486851447789016,persistence,test
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sagil_48,2025-06-01,2025-07-01,-0.37596148472314705,drought,moderate,-0.1827502935097297,persistence,test
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sagil_48,2025-07-01,2025-08-01,-0.08453337679999334,drought,high,-0.37596148472314705,persistence,test
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sagil_48,2025-08-01,2025-09-01,-0.16685213397115764,drought,low,-0.08453337679999334,persistence,test
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sagil_48,2025-09-01,2025-10-01,-0.0633048749743138,drought,low,-0.16685213397115764,persistence,test
|
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sagil_48,2025-10-01,2025-11-01,0.25743164455518946,drought,low,-0.0633048749743138,persistence,test
|
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sagil_48,2025-11-01,2025-12-01,0.2172703481383369,flood,moderate,0.25743164455518946,persistence,test
|
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sagil_48,2025-12-01,2026-01-01,-0.23636548253646517,flood,moderate,0.2172703481383369,persistence,test
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sagil_48,2026-01-01,2026-02-01,-0.41453850126113057,drought,moderate,-0.23636548253646517,persistence,test
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sagil_48,2026-02-01,2026-03-01,-0.3292208372904927,drought,high,-0.41453850126113057,persistence,test
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sagil_48,2026-03-01,2026-04-01,-0.35432442213212767,drought,high,-0.3292208372904927,persistence,test
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sagil_48,2026-04-01,2026-05-01,0.24992753904099363,drought,high,-0.35432442213212767,persistence,test
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sagil_49,2025-05-01,2025-06-01,-0.2844693307524377,drought,moderate,-0.21333608154925823,persistence,test
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sagil_49,2025-06-01,2025-07-01,-0.49261361661959246,drought,moderate,-0.2844693307524377,persistence,test
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sagil_49,2025-07-01,2025-08-01,-0.08521288512901669,drought,high,-0.49261361661959246,persistence,test
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sagil_49,2025-08-01,2025-09-01,-0.11560355483445778,drought,low,-0.08521288512901669,persistence,test
|
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sagil_49,2025-09-01,2025-10-01,-0.14427315632538354,drought,low,-0.11560355483445778,persistence,test
|
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sagil_49,2025-10-01,2025-11-01,0.3647521079787569,drought,low,-0.14427315632538354,persistence,test
|
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sagil_49,2025-11-01,2025-12-01,0.2798235406815579,flood,high,0.3647521079787569,persistence,test
|
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sagil_49,2025-12-01,2026-01-01,-0.216029713151952,flood,moderate,0.2798235406815579,persistence,test
|
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sagil_49,2026-01-01,2026-02-01,-0.5914188260852755,drought,moderate,-0.216029713151952,persistence,test
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sagil_49,2026-02-01,2026-03-01,-0.3483094596987676,drought,extreme,-0.5914188260852755,persistence,test
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sagil_49,2026-03-01,2026-04-01,-0.17424123007076694,drought,high,-0.3483094596987676,persistence,test
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sagil_49,2026-04-01,2026-05-01,0.22787061724342333,drought,low,-0.17424123007076694,persistence,test
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sagil_5,2025-05-01,2025-06-01,-0.15243625200322777,flood,low,0.07043591003201881,persistence,test
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sagil_5,2025-06-01,2025-07-01,-0.32143870444208317,drought,low,-0.15243625200322777,persistence,test
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sagil_5,2025-07-01,2025-08-01,-0.0685166140970726,drought,high,-0.32143870444208317,persistence,test
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sagil_5,2025-08-01,2025-09-01,0.19185448787331857,drought,low,-0.0685166140970726,persistence,test
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sagil_5,2025-09-01,2025-10-01,-0.07524691328261875,flood,moderate,0.19185448787331857,persistence,test
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sagil_5,2025-10-01,2025-11-01,0.27772507721108164,drought,low,-0.07524691328261875,persistence,test
|
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sagil_5,2025-11-01,2025-12-01,0.1193813109503992,flood,moderate,0.27772507721108164,persistence,test
|
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sagil_5,2025-12-01,2026-01-01,-0.16536426807482849,flood,low,0.1193813109503992,persistence,test
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sagil_5,2026-01-01,2026-02-01,-0.34698079150625416,drought,low,-0.16536426807482849,persistence,test
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sagil_5,2026-02-01,2026-03-01,-0.3521968047835969,drought,high,-0.34698079150625416,persistence,test
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sagil_5,2026-03-01,2026-04-01,0.31622502173609396,drought,high,-0.3521968047835969,persistence,test
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sagil_5,2026-04-01,2026-05-01,0.05911559394424242,flood,high,0.31622502173609396,persistence,test
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sagil_6,2025-05-01,2025-06-01,-0.18185706394000925,flood,low,0.1055588749888128,persistence,test
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sagil_6,2025-06-01,2025-07-01,-0.3058518333236373,drought,moderate,-0.18185706394000925,persistence,test
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sagil_6,2025-07-01,2025-08-01,-0.12147800025429395,drought,high,-0.3058518333236373,persistence,test
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sagil_6,2025-08-01,2025-09-01,0.16051227955519143,drought,low,-0.12147800025429395,persistence,test
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sagil_6,2025-09-01,2025-10-01,-0.0788051160298714,flood,low,0.16051227955519143,persistence,test
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sagil_6,2025-10-01,2025-11-01,0.18757313848587248,drought,low,-0.0788051160298714,persistence,test
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| 548 |
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sagil_6,2025-11-01,2025-12-01,0.2210448143756136,flood,moderate,0.18757313848587248,persistence,test
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sagil_6,2025-12-01,2026-01-01,-0.2165975508334285,flood,moderate,0.2210448143756136,persistence,test
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sagil_6,2026-01-01,2026-02-01,-0.37548119751946185,drought,moderate,-0.2165975508334285,persistence,test
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sagil_6,2026-02-01,2026-03-01,-0.3218524890568552,drought,high,-0.37548119751946185,persistence,test
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sagil_6,2026-03-01,2026-04-01,0.11514864166956847,drought,high,-0.3218524890568552,persistence,test
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sagil_6,2026-04-01,2026-05-01,0.0668564991690744,flood,low,0.11514864166956847,persistence,test
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sagil_7,2025-05-01,2025-06-01,-0.2774579151648298,flood,low,0.10963367014391559,persistence,test
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| 555 |
+
sagil_7,2025-06-01,2025-07-01,-0.6040675517182494,drought,moderate,-0.2774579151648298,persistence,test
|
| 556 |
+
sagil_7,2025-07-01,2025-08-01,-0.13570736123258825,drought,extreme,-0.6040675517182494,persistence,test
|
| 557 |
+
sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,-0.13570736123258825,persistence,test
|
| 558 |
+
sagil_7,2025-09-01,2025-10-01,-0.13278066581371176,drought,moderate,-0.18192469578848264,persistence,test
|
| 559 |
+
sagil_7,2025-10-01,2025-11-01,0.2571517732379477,drought,low,-0.13278066581371176,persistence,test
|
| 560 |
+
sagil_7,2025-11-01,2025-12-01,0.22635209702903167,flood,moderate,0.2571517732379477,persistence,test
|
| 561 |
+
sagil_7,2025-12-01,2026-01-01,-0.31982575448986694,flood,moderate,0.22635209702903167,persistence,test
|
| 562 |
+
sagil_7,2026-01-01,2026-02-01,-0.565454721286798,drought,high,-0.31982575448986694,persistence,test
|
| 563 |
+
sagil_7,2026-02-01,2026-03-01,-0.31388881053184203,drought,extreme,-0.565454721286798,persistence,test
|
| 564 |
+
sagil_7,2026-03-01,2026-04-01,-0.17662297967713853,drought,high,-0.31388881053184203,persistence,test
|
| 565 |
+
sagil_7,2026-04-01,2026-05-01,-0.19018970172975622,drought,low,-0.17662297967713853,persistence,test
|
| 566 |
+
sagil_8,2025-05-01,2025-06-01,-0.15247898939691013,drought,moderate,-0.2714377883060147,persistence,test
|
| 567 |
+
sagil_8,2025-06-01,2025-07-01,-0.3516818572427794,drought,low,-0.15247898939691013,persistence,test
|
| 568 |
+
sagil_8,2025-07-01,2025-08-01,-0.06887103852567471,drought,high,-0.3516818572427794,persistence,test
|
| 569 |
+
sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,-0.06887103852567471,persistence,test
|
| 570 |
+
sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,0.17873686484166545,persistence,test
|
| 571 |
+
sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,0.1735852466502054,persistence,test
|
| 572 |
+
sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.2515463327801729,persistence,test
|
| 573 |
+
sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,0.11701876403786228,persistence,test
|
| 574 |
+
sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,-0.20894335725242738,persistence,test
|
| 575 |
+
sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,-0.3673708435957484,persistence,test
|
| 576 |
+
sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,-0.5926785752091487,persistence,test
|
| 577 |
+
sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,0.09054590107177567,persistence,test
|
| 578 |
+
sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,0.3080830965565159,persistence,test
|
| 579 |
+
sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.10367428956828159,persistence,test
|
| 580 |
+
sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,-0.38313518288672793,persistence,test
|
| 581 |
+
sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,-0.06558348831840698,persistence,test
|
| 582 |
+
sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,0.2098179266837512,persistence,test
|
| 583 |
+
sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,-0.08608412814976314,persistence,test
|
| 584 |
+
sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.18694150514677738,persistence,test
|
| 585 |
+
sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,0.12164025576720648,persistence,test
|
| 586 |
+
sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,-0.17466175542737553,persistence,test
|
| 587 |
+
sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,-0.40997037407853093,persistence,test
|
| 588 |
+
sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,-0.5678686550430319,persistence,test
|
| 589 |
+
sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,0.0706113558772547,persistence,test
|
reports/random_forest_holdout_predictions.csv
ADDED
|
@@ -0,0 +1,50 @@
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|
|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,0.09047004599514359,random_forest,holdout
|
| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,0.03869390618318486,random_forest,holdout
|
| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,0.07079017330126208,random_forest,holdout
|
| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,0.10203349294650295,random_forest,holdout
|
| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,-0.12911898580173234,random_forest,holdout
|
| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,0.2346005368304961,random_forest,holdout
|
| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,1.0320745988295366,random_forest,holdout
|
| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.08613469171708965,random_forest,holdout
|
| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,-0.13517649298523388,random_forest,holdout
|
| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.09012283239951785,random_forest,holdout
|
| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.12433029667765853,random_forest,holdout
|
| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,-0.11188049663345988,random_forest,holdout
|
| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,0.12802799901561568,random_forest,holdout
|
| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,-0.014005392546552732,random_forest,holdout
|
| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,-0.08857698251119413,random_forest,holdout
|
| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,1.0804290849692337,random_forest,holdout
|
| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,-0.1239764432756699,random_forest,holdout
|
| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,0.06554095301022925,random_forest,holdout
|
| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,0.09771188114123436,random_forest,holdout
|
| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.117170543805894,random_forest,holdout
|
| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,0.3246208445488983,random_forest,holdout
|
| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,0.07122518139077302,random_forest,holdout
|
| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,-0.08126844291729964,random_forest,holdout
|
| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,-0.10713584017225555,random_forest,holdout
|
| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,-0.08551989002222626,random_forest,holdout
|
| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,0.09131554511689105,random_forest,holdout
|
| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,0.01760261325672212,random_forest,holdout
|
| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,0.15168302468425812,random_forest,holdout
|
| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,0.21492216659856855,random_forest,holdout
|
| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.1262018685174245,random_forest,holdout
|
| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,-0.1063966681277737,random_forest,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,-0.12561455813555017,random_forest,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,-0.11022752737818169,random_forest,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,0.06545457218498338,random_forest,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.13637478267668887,random_forest,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,-0.11514197463915873,random_forest,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,0.25327046568357536,random_forest,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,-0.08891937100614417,random_forest,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,0.06047772495898939,random_forest,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,-0.033714269627826275,random_forest,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,-0.09356121346910468,random_forest,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.15573168077169966,random_forest,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,-0.1283574998180913,random_forest,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,0.15191866592697906,random_forest,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,0.06828075227736723,random_forest,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,-0.13617632922145403,random_forest,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,0.2732615291108691,random_forest,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,-0.1487048674557307,random_forest,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,0.0843383764502757,random_forest,holdout
|
reports/random_forest_test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.06269348933283705,random_forest,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.050830932456772365,random_forest,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,0.06735290106673655,random_forest,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.06544159023644823,random_forest,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,0.02153800260043699,random_forest,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,0.06990470384910773,random_forest,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.09044931979849592,random_forest,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.022838520946224235,random_forest,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,0.049900347400637396,random_forest,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.02854538408485786,random_forest,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.05530280865915763,random_forest,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,0.2573058542135924,random_forest,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.007388934510834556,random_forest,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.08046718643190053,random_forest,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.03811941944453308,random_forest,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.23326816666004924,random_forest,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,0.057062756101773006,random_forest,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,0.02888569342731633,random_forest,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,0.11747308530883188,random_forest,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,0.0014990284237391585,random_forest,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.03277367263458546,random_forest,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.05359418778524243,random_forest,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.09611717814613135,random_forest,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,0.2776100637864506,random_forest,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.05615844546654172,random_forest,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.05779134656398535,random_forest,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.027472880066476003,random_forest,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,0.08418025018016413,random_forest,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,0.004969329336280879,random_forest,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,0.021341358436652323,random_forest,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.0719873074077512,random_forest,test
|
| 33 |
+
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,-0.005630306770036888,random_forest,test
|
| 34 |
+
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.008241324062557835,random_forest,test
|
| 35 |
+
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,0.03391908787887331,random_forest,test
|
| 36 |
+
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,-0.017393670267767836,random_forest,test
|
| 37 |
+
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,0.27158320707911615,random_forest,test
|
| 38 |
+
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.08506903810835864,random_forest,test
|
| 39 |
+
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,0.2035387833672954,random_forest,test
|
| 40 |
+
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.007165295841933285,random_forest,test
|
| 41 |
+
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,0.10795087796945907,random_forest,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,0.01744722875688846,random_forest,test
|
| 43 |
+
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,0.007661359462187842,random_forest,test
|
| 44 |
+
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,-0.001996373859275166,random_forest,test
|
| 45 |
+
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.018961144815730333,random_forest,test
|
| 46 |
+
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.06411126590326158,random_forest,test
|
| 47 |
+
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.07562061367851575,random_forest,test
|
| 48 |
+
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,0.12114353333460336,random_forest,test
|
| 49 |
+
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,0.31395801062434936,random_forest,test
|
| 50 |
+
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.057359394213940415,random_forest,test
|
| 51 |
+
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.038527996213578115,random_forest,test
|
| 52 |
+
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.025276694745828762,random_forest,test
|
| 53 |
+
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,0.06511965707246524,random_forest,test
|
| 54 |
+
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,0.028506606739576834,random_forest,test
|
| 55 |
+
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,0.09918639846891432,random_forest,test
|
| 56 |
+
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,0.01799104731933012,random_forest,test
|
| 57 |
+
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,0.013166701561678495,random_forest,test
|
| 58 |
+
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.12013871444823682,random_forest,test
|
| 59 |
+
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,0.038618363705500605,random_forest,test
|
| 60 |
+
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,0.10080726419467251,random_forest,test
|
| 61 |
+
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,0.2514647393712388,random_forest,test
|
| 62 |
+
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.08773975913002192,random_forest,test
|
| 63 |
+
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.1324080838444549,random_forest,test
|
| 64 |
+
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.017832150353794946,random_forest,test
|
| 65 |
+
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,0.057285494811200655,random_forest,test
|
| 66 |
+
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,-0.12658957304530388,random_forest,test
|
| 67 |
+
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,0.01707958068815617,random_forest,test
|
| 68 |
+
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,-0.7191276395994624,random_forest,test
|
| 69 |
+
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.08255042248877541,random_forest,test
|
| 70 |
+
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.09737426332111303,random_forest,test
|
| 71 |
+
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,0.09458389838162479,random_forest,test
|
| 72 |
+
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,0.0053126463693929146,random_forest,test
|
| 73 |
+
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,0.397326062180232,random_forest,test
|
| 74 |
+
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.32865032865360555,random_forest,test
|
| 75 |
+
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,0.724774735398953,random_forest,test
|
| 76 |
+
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.7008363842383808,random_forest,test
|
| 77 |
+
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.4741076155963413,random_forest,test
|
| 78 |
+
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,1.2841956406276844,random_forest,test
|
| 79 |
+
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,1.0429039171217906,random_forest,test
|
| 80 |
+
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,1.289649402940428,random_forest,test
|
| 81 |
+
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.9727002975268124,random_forest,test
|
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sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,0.05988118733859078,random_forest,test
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sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,0.10135314382239154,random_forest,test
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| 570 |
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sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,0.06877849626867963,random_forest,test
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sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,0.044024766102381666,random_forest,test
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sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.11804666394124227,random_forest,test
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sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,-0.024207882844222543,random_forest,test
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sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,-0.004368655877002844,random_forest,test
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sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,0.002858700769444555,random_forest,test
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sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,-0.03801169075224819,random_forest,test
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sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,0.26645750632079257,random_forest,test
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sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,-0.017213916799098693,random_forest,test
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sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.03602871895059061,random_forest,test
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sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,0.05825479195871155,random_forest,test
|
| 581 |
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sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,0.09936340490915686,random_forest,test
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sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,0.05929015503337632,random_forest,test
|
| 583 |
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sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,0.07989916059959153,random_forest,test
|
| 584 |
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sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.10897171860041835,random_forest,test
|
| 585 |
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sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,-0.010493492685825547,random_forest,test
|
| 586 |
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sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,-0.02901919027534093,random_forest,test
|
| 587 |
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sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,0.11426649824926269,random_forest,test
|
| 588 |
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sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,-0.0012122045515094344,random_forest,test
|
| 589 |
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sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,0.24490090158702263,random_forest,test
|
reports/ridge_holdout_predictions.csv
ADDED
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|
|
|
|
|
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|
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|
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|
|
|
|
|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,-0.0363284584564601,ridge,holdout
|
| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,-0.10919667909300063,ridge,holdout
|
| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,-0.0769101136687873,ridge,holdout
|
| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,-0.05931471988589848,ridge,holdout
|
| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,-0.0622209375302895,ridge,holdout
|
| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.18371791930123157,ridge,holdout
|
| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.5394909154280073,ridge,holdout
|
| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.2837031755446815,ridge,holdout
|
| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,0.19610226146680923,ridge,holdout
|
| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.22038051429196104,ridge,holdout
|
| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.2633900036175224,ridge,holdout
|
| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,-0.08879314096961075,ridge,holdout
|
| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,0.2954111372416218,ridge,holdout
|
| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,0.2601191225399502,ridge,holdout
|
| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,-0.07325555986760612,ridge,holdout
|
| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,-0.08007968853267192,ridge,holdout
|
| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,-0.0671365387682322,ridge,holdout
|
| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,-0.042336068895264374,ridge,holdout
|
| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,-0.0009662535350209375,ridge,holdout
|
| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.05430471261048736,ridge,holdout
|
| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,-0.02299602959484629,ridge,holdout
|
| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,-0.06278769418956184,ridge,holdout
|
| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,-0.13251890910449163,ridge,holdout
|
| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,-0.10094673489708653,ridge,holdout
|
| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,-0.09363414178831991,ridge,holdout
|
| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,-0.018018345567709385,ridge,holdout
|
| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,-0.04146549982540082,ridge,holdout
|
| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,0.018739484003049464,ridge,holdout
|
| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,-0.03909340983819518,ridge,holdout
|
| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.0939262575086551,ridge,holdout
|
| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,-0.05901690583163342,ridge,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,-0.0790203467608443,ridge,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,-0.06865113212558847,ridge,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,-0.06933440088880193,ridge,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.17255882882166249,ridge,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,-0.040842629947003925,ridge,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,-0.07460518007281472,ridge,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,-0.03957027132244444,ridge,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,-0.06618700939436603,ridge,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,-0.05106322970827769,ridge,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,-0.08770075271986537,ridge,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.10536402472853527,ridge,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,-0.01221907096448855,ridge,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,-0.10255785066699877,ridge,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,-0.07684486344344763,ridge,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,-0.013585441146089047,ridge,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.13489324390767468,ridge,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,-0.015197608982996755,ridge,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,-0.06530887875827171,ridge,holdout
|
reports/ridge_test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.38830497053662505,ridge,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,0.02396789270783012,ridge,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,0.37244511936251234,ridge,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.0977263085369006,ridge,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,-0.13250432627658829,ridge,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,-0.27473356314521236,ridge,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.1921753185270789,ridge,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,-0.1620063432899113,ridge,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.20411702741992352,ridge,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.028408045881109935,ridge,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.11305458244380531,ridge,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.1843259824314174,ridge,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.4191317115925244,ridge,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.013778222353960843,ridge,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,0.4704301245063731,ridge,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.0694754964193744,ridge,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,-0.07845094759447281,ridge,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,-0.35638526946298044,ridge,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,-0.0032100534294831826,ridge,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,-0.15221453972560822,ridge,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.17386244536585355,ridge,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.049855526910207226,ridge,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.07542568563891952,ridge,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.23546223729379037,ridge,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.401902678306468,ridge,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.07280507377902132,ridge,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,0.46306086536605795,ridge,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,0.06374680814535279,ridge,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,-0.06101130773522613,ridge,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,-0.35207979058075933,ridge,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.07788071521144575,ridge,test
|
| 33 |
+
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,-0.11004236782629657,ridge,test
|
| 34 |
+
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.22518575290946266,ridge,test
|
| 35 |
+
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,0.037138479818433774,ridge,test
|
| 36 |
+
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,-0.11188451599513291,ridge,test
|
| 37 |
+
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.2387231576840864,ridge,test
|
| 38 |
+
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.4025252445277915,ridge,test
|
| 39 |
+
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.11473590482031637,ridge,test
|
| 40 |
+
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.3979706718707313,ridge,test
|
| 41 |
+
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,0.08255267153551786,ridge,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,-0.07049199880951787,ridge,test
|
| 43 |
+
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,-0.375948882540753,ridge,test
|
| 44 |
+
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.11283777226009914,ridge,test
|
| 45 |
+
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.02895225921852221,ridge,test
|
| 46 |
+
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.2606413622978644,ridge,test
|
| 47 |
+
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.06975695619983348,ridge,test
|
| 48 |
+
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,-0.12531569384924993,ridge,test
|
| 49 |
+
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,-0.22677047024923483,ridge,test
|
| 50 |
+
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.47263393388619046,ridge,test
|
| 51 |
+
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.10442501900511021,ridge,test
|
| 52 |
+
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,0.31305200065187666,ridge,test
|
| 53 |
+
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,0.02892830368093622,ridge,test
|
| 54 |
+
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.1658881592175567,ridge,test
|
| 55 |
+
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.4851013624138829,ridge,test
|
| 56 |
+
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,0.048040840988756606,ridge,test
|
| 57 |
+
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,-0.10902696369706341,ridge,test
|
| 58 |
+
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.3967185999632259,ridge,test
|
| 59 |
+
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,0.060151148563451995,ridge,test
|
| 60 |
+
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.15051665334859085,ridge,test
|
| 61 |
+
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.2859558164921814,ridge,test
|
| 62 |
+
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.49495913851915774,ridge,test
|
| 63 |
+
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.09553661515325186,ridge,test
|
| 64 |
+
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,0.4401497149005925,ridge,test
|
| 65 |
+
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,0.12384295393714403,ridge,test
|
| 66 |
+
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,-0.12607416019005796,ridge,test
|
| 67 |
+
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,-0.4866673073046368,ridge,test
|
| 68 |
+
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,0.0009700958906364229,ridge,test
|
| 69 |
+
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.13721926452110011,ridge,test
|
| 70 |
+
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.32879903792024656,ridge,test
|
| 71 |
+
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,0.09662618491193593,ridge,test
|
| 72 |
+
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.02064849738228361,ridge,test
|
| 73 |
+
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.22506927905373586,ridge,test
|
| 74 |
+
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.144545818313203,ridge,test
|
| 75 |
+
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,0.18766818140421632,ridge,test
|
| 76 |
+
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.35946827546424376,ridge,test
|
| 77 |
+
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.18702708226222767,ridge,test
|
| 78 |
+
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.1904186836479971,ridge,test
|
| 79 |
+
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,0.2971028025315723,ridge,test
|
| 80 |
+
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,0.7940592908440985,ridge,test
|
| 81 |
+
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.4778138930439406,ridge,test
|
| 82 |
+
sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,0.10300446163071951,ridge,test
|
| 83 |
+
sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,0.34277507749093117,ridge,test
|
| 84 |
+
sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,-0.01959483805118438,ridge,test
|
| 85 |
+
sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,0.31858747912497865,ridge,test
|
| 86 |
+
sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,-0.13728824665090414,ridge,test
|
| 87 |
+
sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,-0.03448553233075667,ridge,test
|
| 88 |
+
sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,0.14478381329486772,ridge,test
|
| 89 |
+
sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,0.07607237734421225,ridge,test
|
| 90 |
+
sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.06134417642752092,ridge,test
|
| 91 |
+
sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,0.15092550009135342,ridge,test
|
| 92 |
+
sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,0.23156241169325595,ridge,test
|
| 93 |
+
sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,0.24497406020988347,ridge,test
|
| 94 |
+
sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,0.05435603852942189,ridge,test
|
| 95 |
+
sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.04423357406320891,ridge,test
|
| 96 |
+
sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,0.04252480695021989,ridge,test
|
| 97 |
+
sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,0.0048273143377482244,ridge,test
|
| 98 |
+
sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.19528351271549182,ridge,test
|
| 99 |
+
sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.08608000071674274,ridge,test
|
| 100 |
+
sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,0.06568717838310346,ridge,test
|
| 101 |
+
sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.04857542353620398,ridge,test
|
| 102 |
+
sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,0.013374170437446615,ridge,test
|
| 103 |
+
sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,0.04356152423261,ridge,test
|
| 104 |
+
sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,0.19749381017884376,ridge,test
|
| 105 |
+
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,0.1947532352093696,ridge,test
|
| 106 |
+
sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.058016004578396604,ridge,test
|
| 107 |
+
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.1172420276769586,ridge,test
|
| 108 |
+
sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,0.0016582529734283091,ridge,test
|
| 109 |
+
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.12138567313609902,ridge,test
|
| 110 |
+
sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,-0.07601727526116511,ridge,test
|
| 111 |
+
sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,-0.1232915293077059,ridge,test
|
| 112 |
+
sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,0.20981620515732635,ridge,test
|
| 113 |
+
sagil_18,2025-08-01,2025-09-01,0.05156360273453629,flood,low,0.06864358530760085,ridge,test
|
| 114 |
+
sagil_18,2025-09-01,2025-10-01,0.08124881376456568,flood,low,0.10593248951009682,ridge,test
|
| 115 |
+
sagil_18,2025-10-01,2025-11-01,0.16228980587126152,flood,low,0.16066039674889235,ridge,test
|
| 116 |
+
sagil_18,2025-11-01,2025-12-01,0.13687712629338505,flood,low,0.29641760578839615,ridge,test
|
| 117 |
+
sagil_18,2025-12-01,2026-01-01,-0.2818475323479928,flood,low,0.2115891542812684,ridge,test
|
| 118 |
+
sagil_18,2026-01-01,2026-02-01,-0.09808874640177108,drought,moderate,0.07245460496577462,ridge,test
|
| 119 |
+
sagil_18,2026-02-01,2026-03-01,-0.3390885270753544,drought,low,-0.02948288202500992,ridge,test
|
| 120 |
+
sagil_18,2026-03-01,2026-04-01,0.08040483389042882,drought,high,0.06113593075363924,ridge,test
|
| 121 |
+
sagil_18,2026-04-01,2026-05-01,0.09036981657009642,flood,low,0.027414671488734242,ridge,test
|
| 122 |
+
sagil_19,2025-05-01,2025-06-01,-0.13147609747947586,flood,high,-0.1762569740734514,ridge,test
|
| 123 |
+
sagil_19,2025-06-01,2025-07-01,-0.10862107760806954,drought,low,-0.14148170826721004,ridge,test
|
| 124 |
+
sagil_19,2025-07-01,2025-08-01,-0.0865119352749274,drought,low,0.16405354342531203,ridge,test
|
| 125 |
+
sagil_19,2025-08-01,2025-09-01,0.027689901017148306,drought,low,0.030767002028096894,ridge,test
|
| 126 |
+
sagil_19,2025-09-01,2025-10-01,0.06856346910993964,flood,low,0.04801629298958966,ridge,test
|
| 127 |
+
sagil_19,2025-10-01,2025-11-01,0.21816891068514052,flood,low,0.14104920103665852,ridge,test
|
| 128 |
+
sagil_19,2025-11-01,2025-12-01,0.0943661197828997,flood,moderate,0.294328217971617,ridge,test
|
| 129 |
+
sagil_19,2025-12-01,2026-01-01,-0.26505930626947893,flood,low,0.21753596876573825,ridge,test
|
| 130 |
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sagil_19,2026-01-01,2026-02-01,-0.10186218090501867,drought,moderate,0.05503210226640346,ridge,test
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| 131 |
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sagil_19,2026-02-01,2026-03-01,-0.38259625904936606,drought,low,0.007962824629444098,ridge,test
|
| 132 |
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sagil_19,2026-03-01,2026-04-01,0.10423731142070776,drought,high,0.04481513281735046,ridge,test
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| 133 |
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sagil_19,2026-04-01,2026-05-01,0.10293877755636549,flood,low,0.027565139514500216,ridge,test
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| 134 |
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sagil_2,2025-05-01,2025-06-01,-0.10554954389128055,flood,low,-0.45764198942114964,ridge,test
|
| 135 |
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sagil_2,2025-06-01,2025-07-01,-0.38164868710879774,drought,low,0.006142841703113442,ridge,test
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| 136 |
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sagil_2,2025-07-01,2025-08-01,-0.09968844695361524,drought,high,0.4874441435118233,ridge,test
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| 137 |
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sagil_2,2025-08-01,2025-09-01,-0.07702345060540197,drought,low,0.03603429771949139,ridge,test
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sagil_2,2025-09-01,2025-10-01,-0.06385664980832725,drought,low,-0.09101279871449036,ridge,test
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| 139 |
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sagil_2,2025-10-01,2025-11-01,0.20844167011918313,drought,low,-0.33051507675478786,ridge,test
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| 140 |
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sagil_2,2025-11-01,2025-12-01,0.1784098860352995,flood,moderate,0.00719167191601703,ridge,test
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sagil_2,2025-12-01,2026-01-01,-0.24762019456571818,flood,low,-0.09737656631067287,ridge,test
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| 142 |
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sagil_2,2026-01-01,2026-02-01,-0.38713388865150916,drought,moderate,-0.1686254697210233,ridge,test
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| 143 |
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sagil_2,2026-02-01,2026-03-01,-0.4191084890310342,drought,high,0.04871049996112198,ridge,test
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| 144 |
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sagil_2,2026-03-01,2026-04-01,-0.10914614461299685,drought,high,-0.159010038889717,ridge,test
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| 145 |
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sagil_2,2026-04-01,2026-05-01,0.11899132387929762,drought,low,-0.30347438832988105,ridge,test
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| 146 |
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sagil_20,2025-05-01,2025-06-01,-0.13716997478547382,flood,low,-0.2337429165254286,ridge,test
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sagil_20,2025-06-01,2025-07-01,-0.09822286275680273,drought,low,-0.2268313837147845,ridge,test
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| 148 |
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sagil_20,2025-07-01,2025-08-01,-0.12273040554518289,drought,low,0.0693819962132832,ridge,test
|
| 149 |
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sagil_20,2025-08-01,2025-09-01,0.038279820400330594,drought,low,0.014982538445411097,ridge,test
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| 150 |
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sagil_20,2025-09-01,2025-10-01,-0.0628457875864706,flood,low,-0.008514673436941858,ridge,test
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| 151 |
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sagil_20,2025-10-01,2025-11-01,0.19792139421014449,drought,low,0.052276714588650304,ridge,test
|
| 152 |
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sagil_20,2025-11-01,2025-12-01,0.12174483967194002,flood,moderate,0.2280899892604969,ridge,test
|
| 153 |
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sagil_20,2025-12-01,2026-01-01,-0.2740856853266732,flood,low,0.21078810519885527,ridge,test
|
| 154 |
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sagil_20,2026-01-01,2026-02-01,-0.10214823922502674,drought,moderate,-0.027737889901323566,ridge,test
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| 155 |
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sagil_20,2026-02-01,2026-03-01,-0.30218068521749736,drought,low,-0.035581506887968524,ridge,test
|
| 156 |
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sagil_20,2026-03-01,2026-04-01,0.07699661281543324,drought,high,0.10736340236734195,ridge,test
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| 157 |
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sagil_20,2026-04-01,2026-05-01,0.07998034211482193,flood,low,0.047382468736785546,ridge,test
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| 158 |
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sagil_21,2025-05-01,2025-06-01,-0.16478851348409757,drought,low,-0.2839542301267254,ridge,test
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| 159 |
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sagil_21,2025-06-01,2025-07-01,-0.17005332081670427,drought,low,-0.24655576433985352,ridge,test
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| 160 |
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sagil_21,2025-07-01,2025-08-01,-0.16715899769495393,drought,low,0.06266411086412302,ridge,test
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| 161 |
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sagil_21,2025-08-01,2025-09-01,-0.02691451371454859,drought,low,-0.0013741171198553784,ridge,test
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| 162 |
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sagil_21,2025-09-01,2025-10-01,-0.07572885310326691,drought,low,-0.03280808168919608,ridge,test
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| 163 |
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sagil_21,2025-10-01,2025-11-01,0.1976529220207175,drought,low,0.021634513251999787,ridge,test
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| 164 |
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sagil_21,2025-11-01,2025-12-01,0.13476662464242897,flood,moderate,0.2084025333007323,ridge,test
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| 165 |
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sagil_21,2025-12-01,2026-01-01,-0.19165476506572207,flood,low,0.22016837091775168,ridge,test
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| 166 |
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sagil_21,2026-01-01,2026-02-01,-0.10792490473931894,drought,moderate,-0.006551890847353678,ridge,test
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| 167 |
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sagil_21,2026-02-01,2026-03-01,-0.34310519765968756,drought,low,-0.06479732189063331,ridge,test
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| 168 |
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sagil_21,2026-03-01,2026-04-01,-0.08810022037619984,drought,high,0.06134779616539737,ridge,test
|
| 169 |
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sagil_21,2026-04-01,2026-05-01,0.09076093891468587,drought,low,-0.0619014852802699,ridge,test
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| 170 |
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sagil_22,2025-05-01,2025-06-01,-0.13808228639449183,drought,high,-0.4267324804335152,ridge,test
|
| 171 |
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sagil_22,2025-06-01,2025-07-01,-0.36583434078855775,drought,low,-0.04143738362962205,ridge,test
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| 172 |
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sagil_22,2025-07-01,2025-08-01,-0.09247544506543331,drought,high,0.4070721218611766,ridge,test
|
| 173 |
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sagil_22,2025-08-01,2025-09-01,0.10102527859866939,drought,low,0.11741373423119907,ridge,test
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| 174 |
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sagil_22,2025-09-01,2025-10-01,-0.11443643901356249,flood,low,-0.052576360298695876,ridge,test
|
| 175 |
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sagil_22,2025-10-01,2025-11-01,0.36417296191776743,drought,low,-0.39003639649749045,ridge,test
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| 176 |
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sagil_22,2025-11-01,2025-12-01,0.16764516211978733,flood,high,0.14608383301195124,ridge,test
|
| 177 |
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sagil_22,2025-12-01,2026-01-01,-0.2227534842995112,flood,low,-0.045067191525334976,ridge,test
|
| 178 |
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sagil_22,2026-01-01,2026-02-01,-0.3539516043964965,drought,moderate,-0.1866842683764625,ridge,test
|
| 179 |
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sagil_22,2026-02-01,2026-03-01,-0.42856760369899377,drought,high,0.1420968924730704,ridge,test
|
| 180 |
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sagil_22,2026-03-01,2026-04-01,-0.05868131197085943,drought,high,-0.2642511607698309,ridge,test
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| 181 |
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sagil_22,2026-04-01,2026-05-01,0.17427018950714615,drought,low,-0.22273633689281414,ridge,test
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| 182 |
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sagil_23,2025-05-01,2025-06-01,-0.1626712147202285,drought,moderate,-0.5329284613842121,ridge,test
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| 183 |
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sagil_23,2025-06-01,2025-07-01,-0.5147562109228047,drought,low,-0.024899617446371022,ridge,test
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| 184 |
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sagil_23,2025-07-01,2025-08-01,-0.10456658738097206,drought,high,0.4033255122630144,ridge,test
|
| 185 |
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sagil_23,2025-08-01,2025-09-01,-0.24621541512279124,drought,low,0.04176895729772691,ridge,test
|
| 186 |
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sagil_23,2025-09-01,2025-10-01,-0.44318024199089256,drought,moderate,-0.07179009852654955,ridge,test
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| 187 |
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sagil_23,2025-10-01,2025-11-01,-0.17296753756227215,drought,high,-0.3834072759740107,ridge,test
|
| 188 |
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sagil_23,2025-11-01,2025-12-01,-0.4887188214878173,drought,low,0.018186012754570362,ridge,test
|
| 189 |
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sagil_23,2025-12-01,2026-01-01,-0.5563301329483689,drought,high,-0.06864546910430806,ridge,test
|
| 190 |
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sagil_23,2026-01-01,2026-02-01,-0.29849254450161533,drought,extreme,-0.19351327552887193,ridge,test
|
| 191 |
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sagil_23,2026-02-01,2026-03-01,-0.5866647625733314,drought,moderate,0.04728342726597953,ridge,test
|
| 192 |
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sagil_23,2026-03-01,2026-04-01,-0.10543136031829536,drought,extreme,-0.29948581331373325,ridge,test
|
| 193 |
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sagil_23,2026-04-01,2026-05-01,0.38803097922684976,drought,low,-0.2773636655232483,ridge,test
|
| 194 |
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sagil_24,2025-05-01,2025-06-01,-0.14996560962500882,drought,moderate,-0.48080082912906774,ridge,test
|
| 195 |
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sagil_24,2025-06-01,2025-07-01,-0.32283411274647916,drought,low,0.04240719124233289,ridge,test
|
| 196 |
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sagil_24,2025-07-01,2025-08-01,-0.058417916785612985,drought,high,0.4426415733644531,ridge,test
|
| 197 |
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sagil_24,2025-08-01,2025-09-01,0.2617307639092465,drought,low,0.12217364021299942,ridge,test
|
| 198 |
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sagil_24,2025-09-01,2025-10-01,-0.06567466144837855,flood,moderate,-0.04834865974331034,ridge,test
|
| 199 |
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sagil_24,2025-10-01,2025-11-01,-0.13605329943795635,drought,low,-0.3832555118090717,ridge,test
|
| 200 |
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sagil_24,2025-11-01,2025-12-01,0.2139947310673974,drought,low,0.08591666180794735,ridge,test
|
| 201 |
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sagil_24,2025-12-01,2026-01-01,-0.29116267233294957,flood,moderate,-0.08051383384586708,ridge,test
|
| 202 |
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sagil_24,2026-01-01,2026-02-01,-0.2910698798689575,drought,moderate,-0.20265647896121874,ridge,test
|
| 203 |
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sagil_24,2026-02-01,2026-03-01,-0.30574221716160493,drought,moderate,0.12822900959091876,ridge,test
|
| 204 |
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sagil_24,2026-03-01,2026-04-01,-0.13527275812187445,drought,high,-0.26981284989160925,ridge,test
|
| 205 |
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sagil_24,2026-04-01,2026-05-01,0.18884612622944205,drought,low,-0.2620397887678021,ridge,test
|
| 206 |
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sagil_25,2025-05-01,2025-06-01,-0.13027838677353576,flood,low,-0.37240780475556423,ridge,test
|
| 207 |
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sagil_25,2025-06-01,2025-07-01,-0.40763946429732717,drought,low,-0.049465190934288195,ridge,test
|
| 208 |
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sagil_25,2025-07-01,2025-08-01,-0.11435668250903694,drought,high,0.5130750999944078,ridge,test
|
| 209 |
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sagil_25,2025-08-01,2025-09-01,0.1336551604235069,drought,low,0.17671705338440138,ridge,test
|
| 210 |
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sagil_25,2025-09-01,2025-10-01,0.14234248748207848,flood,low,0.0049430661759224045,ridge,test
|
| 211 |
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sagil_25,2025-10-01,2025-11-01,0.1430034974026216,flood,low,-0.26596615143444646,ridge,test
|
| 212 |
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sagil_25,2025-11-01,2025-12-01,0.16044019357585712,flood,low,0.153702656356113,ridge,test
|
| 213 |
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sagil_25,2025-12-01,2026-01-01,-0.19464713439507417,flood,low,-0.028242771863066132,ridge,test
|
| 214 |
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sagil_25,2026-01-01,2026-02-01,-0.3583500322430333,drought,moderate,-0.0957304981366438,ridge,test
|
| 215 |
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sagil_25,2026-02-01,2026-03-01,-0.4252022171555029,drought,high,0.2265004184671021,ridge,test
|
| 216 |
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sagil_25,2026-03-01,2026-04-01,0.057541285813792795,drought,high,-0.11609714770466453,ridge,test
|
| 217 |
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sagil_25,2026-04-01,2026-05-01,0.12391863995476801,flood,low,-0.11392879272691378,ridge,test
|
| 218 |
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sagil_26,2025-05-01,2025-06-01,-0.12099343108325102,flood,low,-0.4773306061735805,ridge,test
|
| 219 |
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sagil_26,2025-06-01,2025-07-01,-0.4531586780107204,drought,low,-0.04624289804081978,ridge,test
|
| 220 |
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sagil_26,2025-07-01,2025-08-01,-0.1648595420989508,drought,high,0.5585955294375747,ridge,test
|
| 221 |
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sagil_26,2025-08-01,2025-09-01,0.07633899568733453,drought,low,0.14326618599114044,ridge,test
|
| 222 |
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sagil_26,2025-09-01,2025-10-01,-0.1861343460460338,flood,low,-0.01625542096303838,ridge,test
|
| 223 |
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sagil_26,2025-10-01,2025-11-01,0.15941016240157904,drought,moderate,-0.3089679512550927,ridge,test
|
| 224 |
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sagil_26,2025-11-01,2025-12-01,0.2485670617625911,flood,low,0.13159694245898648,ridge,test
|
| 225 |
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sagil_26,2025-12-01,2026-01-01,-0.26028954703646423,flood,moderate,-0.08136730667185443,ridge,test
|
| 226 |
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sagil_26,2026-01-01,2026-02-01,-0.3349467001747969,drought,moderate,-0.19958362287216755,ridge,test
|
| 227 |
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sagil_26,2026-02-01,2026-03-01,-0.35418171538936677,drought,high,0.21482122733848094,ridge,test
|
| 228 |
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sagil_26,2026-03-01,2026-04-01,0.16947034662626556,drought,high,-0.11703675930921276,ridge,test
|
| 229 |
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sagil_26,2026-04-01,2026-05-01,0.184934312469343,flood,low,-0.1691710978899955,ridge,test
|
| 230 |
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sagil_27,2025-05-01,2025-06-01,-0.11435853649512995,drought,low,-0.5364628900667975,ridge,test
|
| 231 |
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sagil_27,2025-06-01,2025-07-01,-0.3335471792102375,drought,low,-0.05667838952470233,ridge,test
|
| 232 |
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sagil_27,2025-07-01,2025-08-01,-0.14487800382567984,drought,high,0.5641079705826667,ridge,test
|
| 233 |
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sagil_27,2025-08-01,2025-09-01,-0.1311091491498235,drought,low,-0.03388068504586498,ridge,test
|
| 234 |
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sagil_27,2025-09-01,2025-10-01,-0.07087912486428345,drought,low,-0.18306320416275385,ridge,test
|
| 235 |
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sagil_27,2025-10-01,2025-11-01,-0.2999998226417353,drought,low,-0.4683010345988765,ridge,test
|
| 236 |
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sagil_27,2025-11-01,2025-12-01,0.1867497205839151,drought,moderate,-0.10362240560941888,ridge,test
|
| 237 |
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sagil_27,2025-12-01,2026-01-01,-0.19819736347376965,flood,moderate,-0.19837016853662434,ridge,test
|
| 238 |
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sagil_27,2026-01-01,2026-02-01,-0.4155621615534254,drought,moderate,-0.4319729769777142,ridge,test
|
| 239 |
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sagil_27,2026-02-01,2026-03-01,-0.38790430630398687,drought,high,0.11894455469387324,ridge,test
|
| 240 |
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sagil_27,2026-03-01,2026-04-01,0.07034136782784553,drought,high,-0.04856246624765306,ridge,test
|
| 241 |
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sagil_27,2026-04-01,2026-05-01,0.06339515237868151,flood,low,-0.27974220069160227,ridge,test
|
| 242 |
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sagil_28,2025-05-01,2025-06-01,-0.3090386977727244,drought,low,-0.5608459166534047,ridge,test
|
| 243 |
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sagil_28,2025-06-01,2025-07-01,-0.44293448119594214,drought,high,-0.3003572803813739,ridge,test
|
| 244 |
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sagil_28,2025-07-01,2025-08-01,-0.13034155777888706,drought,high,0.5240725336689981,ridge,test
|
| 245 |
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sagil_28,2025-08-01,2025-09-01,-0.14322701440890878,drought,low,-0.20931304895346178,ridge,test
|
| 246 |
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sagil_28,2025-09-01,2025-10-01,-0.10237901181877825,drought,low,-0.22872618782752152,ridge,test
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| 247 |
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sagil_28,2025-10-01,2025-11-01,-0.2884351370664377,drought,low,-0.44946063881586973,ridge,test
|
| 248 |
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sagil_28,2025-11-01,2025-12-01,0.2917142956978539,drought,moderate,-0.05510854081993488,ridge,test
|
| 249 |
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sagil_28,2025-12-01,2026-01-01,-0.36815898391639557,flood,moderate,-0.311629683010767,ridge,test
|
| 250 |
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sagil_28,2026-01-01,2026-02-01,-0.5613850399919483,drought,high,-0.530423491732157,ridge,test
|
| 251 |
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sagil_28,2026-02-01,2026-03-01,-0.27736652759267943,drought,extreme,0.037964679168643045,ridge,test
|
| 252 |
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sagil_28,2026-03-01,2026-04-01,-0.16733345883573433,drought,moderate,-0.02388205043085423,ridge,test
|
| 253 |
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sagil_28,2026-04-01,2026-05-01,0.11850259201515735,drought,low,-0.3282822335440535,ridge,test
|
| 254 |
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sagil_29,2025-05-01,2025-06-01,-0.1257259440203822,drought,moderate,-0.4058501146026011,ridge,test
|
| 255 |
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sagil_29,2025-06-01,2025-07-01,-0.3394794206347127,drought,low,0.033057956406766176,ridge,test
|
| 256 |
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sagil_29,2025-07-01,2025-08-01,-0.10183764682166449,drought,high,0.45539770261996926,ridge,test
|
| 257 |
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sagil_29,2025-08-01,2025-09-01,0.10913764610501095,drought,low,0.12041101817614086,ridge,test
|
| 258 |
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sagil_29,2025-09-01,2025-10-01,-0.10395903479525401,flood,low,-0.0133864901970283,ridge,test
|
| 259 |
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sagil_29,2025-10-01,2025-11-01,0.14520229782878927,drought,low,-0.34838796986116627,ridge,test
|
| 260 |
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sagil_29,2025-11-01,2025-12-01,0.14002172256165984,flood,low,0.12567698305069952,ridge,test
|
| 261 |
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sagil_29,2025-12-01,2026-01-01,-0.21205340062807587,flood,low,-0.027322771009051706,ridge,test
|
| 262 |
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sagil_29,2026-01-01,2026-02-01,-0.3918947675659127,drought,moderate,-0.14688923154300346,ridge,test
|
| 263 |
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sagil_29,2026-02-01,2026-03-01,-0.4664228647070854,drought,high,0.2092972636747034,ridge,test
|
| 264 |
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sagil_29,2026-03-01,2026-04-01,0.04274871800097415,drought,high,-0.17625991371958438,ridge,test
|
| 265 |
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sagil_29,2026-04-01,2026-05-01,0.11603860883757003,flood,low,-0.1774739782656807,ridge,test
|
| 266 |
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sagil_3,2025-05-01,2025-06-01,-0.1191722236397761,drought,low,-0.54045223883453,ridge,test
|
| 267 |
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sagil_3,2025-06-01,2025-07-01,-0.4711347121266587,drought,low,0.04219556596922561,ridge,test
|
| 268 |
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sagil_3,2025-07-01,2025-08-01,-0.1833621164637131,drought,high,0.44479266951790064,ridge,test
|
| 269 |
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sagil_3,2025-08-01,2025-09-01,-0.0600792792748607,drought,moderate,0.04406800083346593,ridge,test
|
| 270 |
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sagil_3,2025-09-01,2025-10-01,-0.08153773260131424,drought,low,-0.047339280952142876,ridge,test
|
| 271 |
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sagil_3,2025-10-01,2025-11-01,0.9582960322529276,drought,low,-0.3886288456346523,ridge,test
|
| 272 |
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sagil_3,2025-11-01,2025-12-01,0.187234463609034,flood,extreme,0.044934111553545604,ridge,test
|
| 273 |
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sagil_3,2025-12-01,2026-01-01,-0.255509587239514,flood,moderate,-0.1307743053587557,ridge,test
|
| 274 |
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sagil_3,2026-01-01,2026-02-01,-0.3761791392297441,drought,moderate,-0.25112325735727914,ridge,test
|
| 275 |
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sagil_3,2026-02-01,2026-03-01,-0.3696708403532969,drought,high,0.04056299935801491,ridge,test
|
| 276 |
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sagil_3,2026-03-01,2026-04-01,-0.09190121548805684,drought,high,-0.20570287735804477,ridge,test
|
| 277 |
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sagil_3,2026-04-01,2026-05-01,0.1189054717879557,drought,low,-0.3324398202226855,ridge,test
|
| 278 |
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sagil_30,2025-05-01,2025-06-01,-0.11916694186126935,drought,low,-0.4750252423468482,ridge,test
|
| 279 |
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sagil_30,2025-06-01,2025-07-01,-0.3529578261484907,drought,low,-0.03971600130554893,ridge,test
|
| 280 |
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sagil_30,2025-07-01,2025-08-01,-0.08735989379910669,drought,high,0.3989835346930669,ridge,test
|
| 281 |
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sagil_30,2025-08-01,2025-09-01,-0.1430640699033266,drought,low,0.1013879335832736,ridge,test
|
| 282 |
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sagil_30,2025-09-01,2025-10-01,-0.07476572592085592,drought,low,-0.11012631700639841,ridge,test
|
| 283 |
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sagil_30,2025-10-01,2025-11-01,0.16951499978499576,drought,low,-0.36172475468154064,ridge,test
|
| 284 |
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sagil_30,2025-11-01,2025-12-01,0.1912537301312411,flood,low,0.08068284815548607,ridge,test
|
| 285 |
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sagil_30,2025-12-01,2026-01-01,-0.22043069100432722,flood,moderate,-0.08308539317353422,ridge,test
|
| 286 |
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sagil_30,2026-01-01,2026-02-01,-0.33650444992632783,drought,moderate,-0.2184572656671098,ridge,test
|
| 287 |
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sagil_30,2026-02-01,2026-03-01,-0.32182960580086784,drought,high,0.13917058898956328,ridge,test
|
| 288 |
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sagil_30,2026-03-01,2026-04-01,-0.0467690809817038,drought,high,-0.2562624325366115,ridge,test
|
| 289 |
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sagil_30,2026-04-01,2026-05-01,0.09250633128382531,drought,low,-0.24219917441566916,ridge,test
|
| 290 |
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sagil_31,2025-05-01,2025-06-01,-0.13489073261251375,drought,low,-0.4265471678369357,ridge,test
|
| 291 |
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sagil_31,2025-06-01,2025-07-01,-0.39694111452954334,drought,low,-0.007631601010586318,ridge,test
|
| 292 |
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sagil_31,2025-07-01,2025-08-01,-0.08431468747146381,drought,high,0.34636056307873375,ridge,test
|
| 293 |
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sagil_31,2025-08-01,2025-09-01,-1.2690933014776618,drought,low,0.1326622886098449,ridge,test
|
| 294 |
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sagil_31,2025-09-01,2025-10-01,-0.05552098771792061,drought,extreme,-0.06685805320215424,ridge,test
|
| 295 |
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sagil_31,2025-10-01,2025-11-01,0.15193859788679825,drought,low,-0.42606672889223174,ridge,test
|
| 296 |
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sagil_31,2025-11-01,2025-12-01,0.19227219835008785,flood,low,0.09228280954251179,ridge,test
|
| 297 |
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sagil_31,2025-12-01,2026-01-01,-0.2119673578295546,flood,moderate,-0.10263010334356364,ridge,test
|
| 298 |
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sagil_31,2026-01-01,2026-02-01,-0.37875197435032454,drought,moderate,-0.24344479739019295,ridge,test
|
| 299 |
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sagil_31,2026-02-01,2026-03-01,-0.3448221630013985,drought,high,0.1895442329621531,ridge,test
|
| 300 |
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sagil_31,2026-03-01,2026-04-01,-0.04195899019485695,drought,high,-0.20152633786368632,ridge,test
|
| 301 |
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sagil_31,2026-04-01,2026-05-01,0.07533309867023488,drought,low,-0.19616578849158298,ridge,test
|
| 302 |
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sagil_32,2025-05-01,2025-06-01,-0.12869534643190178,flood,low,-0.42900222592668746,ridge,test
|
| 303 |
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sagil_32,2025-06-01,2025-07-01,-0.37347570592500334,drought,low,-0.035131381176149404,ridge,test
|
| 304 |
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sagil_32,2025-07-01,2025-08-01,-0.09346320130227705,drought,high,0.4617401371930733,ridge,test
|
| 305 |
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sagil_32,2025-08-01,2025-09-01,0.15045220077340607,drought,low,0.158980034533272,ridge,test
|
| 306 |
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sagil_32,2025-09-01,2025-10-01,-0.07379988551447296,flood,low,-0.010653934554669751,ridge,test
|
| 307 |
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sagil_32,2025-10-01,2025-11-01,0.15414140866079182,drought,low,-0.34216639735615306,ridge,test
|
| 308 |
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sagil_32,2025-11-01,2025-12-01,0.1620786903001869,flood,low,0.12331450200906062,ridge,test
|
| 309 |
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sagil_32,2025-12-01,2026-01-01,-0.21039800679959691,flood,low,-0.06843774249955153,ridge,test
|
| 310 |
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sagil_32,2026-01-01,2026-02-01,-0.36863504553547655,drought,moderate,-0.1462648027293385,ridge,test
|
| 311 |
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sagil_32,2026-02-01,2026-03-01,-0.4245929894481789,drought,high,0.2061634814199724,ridge,test
|
| 312 |
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sagil_32,2026-03-01,2026-04-01,0.0831379889424148,drought,high,-0.18283118971010406,ridge,test
|
| 313 |
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sagil_32,2026-04-01,2026-05-01,0.08945419405382125,flood,low,-0.10885460421139112,ridge,test
|
| 314 |
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sagil_33,2025-05-01,2025-06-01,-0.12958550435254929,drought,low,-0.509254588450959,ridge,test
|
| 315 |
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sagil_33,2025-06-01,2025-07-01,-0.5010061347627773,drought,low,-0.06362714097375838,ridge,test
|
| 316 |
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sagil_33,2025-07-01,2025-08-01,-0.2343788797013332,drought,high,0.4341989964220585,ridge,test
|
| 317 |
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sagil_33,2025-08-01,2025-09-01,-0.19630432182532637,drought,moderate,0.11473777900257284,ridge,test
|
| 318 |
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sagil_33,2025-09-01,2025-10-01,-0.320362893620002,drought,moderate,-0.05241240137952746,ridge,test
|
| 319 |
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sagil_33,2025-10-01,2025-11-01,0.16540279923283152,drought,high,-0.3591057371160279,ridge,test
|
| 320 |
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sagil_33,2025-11-01,2025-12-01,0.35509319451726584,flood,low,0.12836481792436658,ridge,test
|
| 321 |
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sagil_33,2025-12-01,2026-01-01,-0.43716127825180384,flood,high,-0.10760261544031119,ridge,test
|
| 322 |
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sagil_33,2026-01-01,2026-02-01,-0.36643967682640255,drought,high,-0.21370445275349684,ridge,test
|
| 323 |
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sagil_33,2026-02-01,2026-03-01,-0.44738999680432723,drought,high,0.18721265592308103,ridge,test
|
| 324 |
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sagil_33,2026-03-01,2026-04-01,-0.12753168794510925,drought,high,-0.17343837334266943,ridge,test
|
| 325 |
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sagil_33,2026-04-01,2026-05-01,0.3615023856058282,drought,low,-0.1945257315956879,ridge,test
|
| 326 |
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sagil_34,2025-05-01,2025-06-01,-0.13157370954454206,drought,low,-0.5591142721816224,ridge,test
|
| 327 |
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sagil_34,2025-06-01,2025-07-01,-0.4355339965650488,drought,low,-0.12339119232310877,ridge,test
|
| 328 |
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sagil_34,2025-07-01,2025-08-01,-0.1717918050440446,drought,high,0.4785308630279206,ridge,test
|
| 329 |
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sagil_34,2025-08-01,2025-09-01,-0.40722157195340936,drought,low,0.03083683935289241,ridge,test
|
| 330 |
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sagil_34,2025-09-01,2025-10-01,-0.22084620552721757,drought,high,-0.11694240700277819,ridge,test
|
| 331 |
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sagil_34,2025-10-01,2025-11-01,0.21113818019284275,drought,moderate,-0.37996655009909697,ridge,test
|
| 332 |
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sagil_34,2025-11-01,2025-12-01,0.20590636040489893,flood,moderate,0.049629190215609416,ridge,test
|
| 333 |
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sagil_34,2025-12-01,2026-01-01,-0.2912693541524301,flood,moderate,-0.08976456886146046,ridge,test
|
| 334 |
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sagil_34,2026-01-01,2026-02-01,-0.5388157576157078,drought,moderate,-0.30277100721375305,ridge,test
|
| 335 |
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sagil_34,2026-02-01,2026-03-01,-0.45283005622967504,drought,high,0.0930676585609401,ridge,test
|
| 336 |
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sagil_34,2026-03-01,2026-04-01,-1.9141572930240793,drought,high,-0.0834043847334289,ridge,test
|
| 337 |
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sagil_34,2026-04-01,2026-05-01,0.25445380412033947,drought,extreme,-0.2807528629452135,ridge,test
|
| 338 |
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sagil_35,2025-05-01,2025-06-01,-0.3407718551634711,drought,low,-0.7043752677605067,ridge,test
|
| 339 |
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sagil_35,2025-06-01,2025-07-01,-0.44613552491562525,drought,high,-0.15937378307311753,ridge,test
|
| 340 |
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sagil_35,2025-07-01,2025-08-01,-0.1482346120143815,drought,high,0.4545535711531218,ridge,test
|
| 341 |
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sagil_35,2025-08-01,2025-09-01,-0.17819793287255964,drought,low,-0.03305564875451146,ridge,test
|
| 342 |
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sagil_35,2025-09-01,2025-10-01,-0.12029138534554852,drought,low,-0.14596006324122837,ridge,test
|
| 343 |
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sagil_35,2025-10-01,2025-11-01,-0.3673875765245436,drought,low,-0.40143853762421156,ridge,test
|
| 344 |
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sagil_35,2025-11-01,2025-12-01,0.1551082330339347,drought,high,0.015074141568532207,ridge,test
|
| 345 |
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sagil_35,2025-12-01,2026-01-01,-0.23315725363711856,flood,low,-0.14160527757576852,ridge,test
|
| 346 |
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sagil_35,2026-01-01,2026-02-01,-0.5936919159216562,drought,moderate,-0.41138392910449284,ridge,test
|
| 347 |
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sagil_35,2026-02-01,2026-03-01,-0.3384871364528315,drought,extreme,0.08819775215470027,ridge,test
|
| 348 |
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sagil_35,2026-03-01,2026-04-01,-1.945668335619672,drought,high,-0.019489807692750466,ridge,test
|
| 349 |
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sagil_35,2026-04-01,2026-05-01,0.10298269962751434,drought,extreme,-0.24624046657554363,ridge,test
|
| 350 |
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sagil_36,2025-05-01,2025-06-01,-0.09815254502684644,drought,moderate,-0.49942310590322114,ridge,test
|
| 351 |
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sagil_36,2025-06-01,2025-07-01,-0.3931797101836358,drought,low,-0.030018799223455572,ridge,test
|
| 352 |
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sagil_36,2025-07-01,2025-08-01,-0.1252330455553705,drought,high,0.41942879683129886,ridge,test
|
| 353 |
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sagil_36,2025-08-01,2025-09-01,-0.15346101095699075,drought,low,0.13134661907270762,ridge,test
|
| 354 |
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sagil_36,2025-09-01,2025-10-01,-0.07858087631706039,drought,low,-0.11094370006909897,ridge,test
|
| 355 |
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sagil_36,2025-10-01,2025-11-01,0.1741734862114249,drought,low,-0.3886844193876693,ridge,test
|
| 356 |
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sagil_36,2025-11-01,2025-12-01,-0.2303543941176711,flood,low,0.07153129351876766,ridge,test
|
| 357 |
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sagil_36,2025-12-01,2026-01-01,-0.27009730607033217,drought,moderate,-0.06968396346785063,ridge,test
|
| 358 |
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sagil_36,2026-01-01,2026-02-01,-0.387302439209115,drought,moderate,-0.2289784395248188,ridge,test
|
| 359 |
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sagil_36,2026-02-01,2026-03-01,-0.3416802521239911,drought,high,0.1602011821371305,ridge,test
|
| 360 |
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sagil_36,2026-03-01,2026-04-01,-0.04282700181014789,drought,high,-0.18350312501657443,ridge,test
|
| 361 |
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sagil_36,2026-04-01,2026-05-01,-0.15022129120032396,drought,low,-0.2554927177019479,ridge,test
|
| 362 |
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sagil_37,2025-05-01,2025-06-01,-0.11155454376289436,drought,moderate,-0.3381037433201637,ridge,test
|
| 363 |
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sagil_37,2025-06-01,2025-07-01,-0.3615498352439146,drought,low,0.17173532872393762,ridge,test
|
| 364 |
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sagil_37,2025-07-01,2025-08-01,-0.07455923676292062,drought,high,0.5054054052921526,ridge,test
|
| 365 |
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sagil_37,2025-08-01,2025-09-01,0.1776863124443706,drought,low,0.17973956560313506,ridge,test
|
| 366 |
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sagil_37,2025-09-01,2025-10-01,-0.08081576810360394,flood,low,-0.02579448815571425,ridge,test
|
| 367 |
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sagil_37,2025-10-01,2025-11-01,0.1496529323286262,drought,low,-0.34240639568579034,ridge,test
|
| 368 |
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sagil_37,2025-11-01,2025-12-01,0.21403685021149907,flood,low,0.14355858956420153,ridge,test
|
| 369 |
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sagil_37,2025-12-01,2026-01-01,-0.21845097698977214,flood,moderate,-0.03458883115491567,ridge,test
|
| 370 |
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sagil_37,2026-01-01,2026-02-01,-0.35109260408350085,drought,moderate,-0.15272300696233018,ridge,test
|
| 371 |
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sagil_37,2026-02-01,2026-03-01,-0.3488084934644042,drought,high,0.21370880140228815,ridge,test
|
| 372 |
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sagil_37,2026-03-01,2026-04-01,-0.047942591112504554,drought,high,-0.16121647064712238,ridge,test
|
| 373 |
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sagil_37,2026-04-01,2026-05-01,0.08716125424700542,drought,low,-0.17989746000833542,ridge,test
|
| 374 |
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sagil_38,2025-05-01,2025-06-01,-0.16949442755138394,flood,low,-0.441940570765874,ridge,test
|
| 375 |
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sagil_38,2025-06-01,2025-07-01,-0.374032126291909,drought,low,-0.07155905334778635,ridge,test
|
| 376 |
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sagil_38,2025-07-01,2025-08-01,-0.08690904077681363,drought,high,0.41740893645458255,ridge,test
|
| 377 |
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sagil_38,2025-08-01,2025-09-01,0.9352193017967416,drought,low,0.16253582653306325,ridge,test
|
| 378 |
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sagil_38,2025-09-01,2025-10-01,-0.07047854202840431,flood,extreme,-0.06487743304336291,ridge,test
|
| 379 |
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sagil_38,2025-10-01,2025-11-01,0.15692428354597623,drought,low,-0.35804896079203297,ridge,test
|
| 380 |
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sagil_38,2025-11-01,2025-12-01,0.2033662026358287,flood,low,0.1376276486192783,ridge,test
|
| 381 |
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sagil_38,2025-12-01,2026-01-01,-0.2268331994080449,flood,moderate,-0.07934030818024226,ridge,test
|
| 382 |
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sagil_38,2026-01-01,2026-02-01,-0.37320236594607364,drought,moderate,-0.16040300928055742,ridge,test
|
| 383 |
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sagil_38,2026-02-01,2026-03-01,-0.35691809626466825,drought,high,0.14276514155998973,ridge,test
|
| 384 |
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sagil_38,2026-03-01,2026-04-01,-0.04922747896973003,drought,high,-0.20711801794758306,ridge,test
|
| 385 |
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sagil_38,2026-04-01,2026-05-01,0.1032801832114453,drought,low,-0.19703473376833436,ridge,test
|
| 386 |
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sagil_39,2025-05-01,2025-06-01,-0.18351385039673734,drought,moderate,-0.44457183308171255,ridge,test
|
| 387 |
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sagil_39,2025-06-01,2025-07-01,-0.3311925040588625,drought,moderate,-0.05654294975321615,ridge,test
|
| 388 |
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sagil_39,2025-07-01,2025-08-01,-0.07433753844240434,drought,high,0.4263877496016213,ridge,test
|
| 389 |
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sagil_39,2025-08-01,2025-09-01,0.3844945173565647,drought,low,0.16597940468757838,ridge,test
|
| 390 |
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sagil_39,2025-09-01,2025-10-01,-0.049647915001391804,flood,high,-0.04570842412347967,ridge,test
|
| 391 |
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sagil_39,2025-10-01,2025-11-01,0.22251043789327113,drought,low,-0.34585382132358955,ridge,test
|
| 392 |
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sagil_39,2025-11-01,2025-12-01,0.1946797172998251,flood,moderate,0.18143330370563313,ridge,test
|
| 393 |
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sagil_39,2025-12-01,2026-01-01,-0.19939126602823437,flood,moderate,-0.07431497439396821,ridge,test
|
| 394 |
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sagil_39,2026-01-01,2026-02-01,-0.5917020350925921,drought,moderate,-0.1555596399603624,ridge,test
|
| 395 |
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sagil_39,2026-02-01,2026-03-01,-0.3599761515676656,drought,extreme,0.20073768163093847,ridge,test
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sagil_39,2026-03-01,2026-04-01,0.05377927123405582,drought,high,-0.19831795807406538,ridge,test
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| 397 |
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sagil_39,2026-04-01,2026-05-01,0.07611085237653228,flood,low,-0.11591848737308089,ridge,test
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| 398 |
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sagil_4,2025-05-01,2025-06-01,-0.1587361912367771,drought,low,-0.49929022291067404,ridge,test
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sagil_4,2025-06-01,2025-07-01,-0.3455574887839329,drought,low,-0.0769676259388772,ridge,test
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sagil_4,2025-07-01,2025-08-01,-0.06433092541025971,drought,high,0.4364292065463635,ridge,test
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sagil_4,2025-08-01,2025-09-01,0.24095312653022036,drought,low,0.11553922182256274,ridge,test
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sagil_4,2025-09-01,2025-10-01,-0.09169307724822136,flood,moderate,-0.033223591224458185,ridge,test
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sagil_4,2025-10-01,2025-11-01,0.3312048710806551,drought,low,-0.3636503933873749,ridge,test
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sagil_4,2025-11-01,2025-12-01,0.09023926586518162,flood,high,0.1742219407686618,ridge,test
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sagil_4,2025-12-01,2026-01-01,-0.14761942116360066,flood,low,-0.10329038301221342,ridge,test
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sagil_4,2026-01-01,2026-02-01,-0.4023140316001904,drought,low,-0.1718902645965066,ridge,test
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sagil_4,2026-02-01,2026-03-01,-0.48345154984978495,drought,high,0.04582414738274736,ridge,test
|
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sagil_4,2026-03-01,2026-04-01,-0.08594839623394164,drought,high,-0.09286563833147737,ridge,test
|
| 409 |
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sagil_4,2026-04-01,2026-05-01,0.07268087904765348,drought,low,-0.21547528261192364,ridge,test
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sagil_40,2025-05-01,2025-06-01,-0.12721887952568542,drought,low,-0.5847022074205018,ridge,test
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sagil_40,2025-06-01,2025-07-01,-0.4044292722378522,drought,low,-0.14173980960471724,ridge,test
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sagil_40,2025-07-01,2025-08-01,-0.049179447230130534,drought,high,0.37174866684792984,ridge,test
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sagil_40,2025-08-01,2025-09-01,-0.19468726798107377,drought,low,0.05575399166159389,ridge,test
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sagil_40,2025-09-01,2025-10-01,-0.03131187721145608,drought,moderate,-0.1069618188916867,ridge,test
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sagil_40,2025-10-01,2025-11-01,0.16085584420432855,drought,low,-0.42523313642667104,ridge,test
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sagil_40,2025-11-01,2025-12-01,0.32530752138291935,flood,low,0.061216769067179294,ridge,test
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sagil_40,2025-12-01,2026-01-01,-0.23691586573680481,flood,high,-0.12363288405809708,ridge,test
|
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sagil_40,2026-01-01,2026-02-01,-0.3428390304428128,drought,moderate,-0.29307785078131676,ridge,test
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sagil_40,2026-02-01,2026-03-01,-0.33697622377975467,drought,high,0.09255379619162202,ridge,test
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sagil_40,2026-03-01,2026-04-01,-0.13851904625660788,drought,high,-0.26031694564260033,ridge,test
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sagil_40,2026-04-01,2026-05-01,-0.1369138585378966,drought,low,-0.3373758325734174,ridge,test
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sagil_41,2025-05-01,2025-06-01,-0.1868538996749239,flood,low,-0.5227887664058465,ridge,test
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sagil_41,2025-06-01,2025-07-01,-0.4022152337679637,drought,moderate,-0.2006763283050812,ridge,test
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sagil_41,2025-07-01,2025-08-01,-0.0759287559281091,drought,high,0.472356886884182,ridge,test
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sagil_41,2025-08-01,2025-09-01,-0.1548689441230098,drought,low,0.07678721119831637,ridge,test
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sagil_41,2025-09-01,2025-10-01,-0.033969706220576296,drought,low,-0.07043749149515346,ridge,test
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sagil_41,2025-10-01,2025-11-01,0.24274365775822865,drought,low,-0.35079201024235807,ridge,test
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sagil_41,2025-11-01,2025-12-01,0.20334244703934473,flood,moderate,0.07886479766667986,ridge,test
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sagil_41,2025-12-01,2026-01-01,-0.3012513872314464,flood,moderate,-0.07160477053127791,ridge,test
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sagil_41,2026-01-01,2026-02-01,-0.40752170746399324,drought,high,-0.3142158634330866,ridge,test
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sagil_41,2026-02-01,2026-03-01,-0.3655508689925397,drought,high,0.05341213413383855,ridge,test
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sagil_41,2026-03-01,2026-04-01,-0.15810706046386422,drought,high,-0.07714145992005747,ridge,test
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sagil_41,2026-04-01,2026-05-01,0.16247851481717843,drought,low,-0.35714401358370307,ridge,test
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sagil_42,2025-05-01,2025-06-01,-0.26616540000185307,drought,low,-0.4990527805021545,ridge,test
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sagil_42,2025-06-01,2025-07-01,-0.609002367344195,drought,moderate,-0.1663786196755047,ridge,test
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sagil_42,2025-07-01,2025-08-01,-0.38217529239056364,drought,extreme,0.5689766178786445,ridge,test
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sagil_42,2025-08-01,2025-09-01,-0.558356309869121,drought,high,0.08754127696302519,ridge,test
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sagil_42,2025-09-01,2025-10-01,-0.33391440793434113,drought,extreme,-0.06947512011201004,ridge,test
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sagil_42,2025-10-01,2025-11-01,-0.74427180874803,drought,high,-0.32077969856620003,ridge,test
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sagil_42,2025-11-01,2025-12-01,0.32685071488339973,drought,extreme,-0.024900308559752365,ridge,test
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| 441 |
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sagil_42,2025-12-01,2026-01-01,-0.4098507397569305,flood,high,-0.09708089530547943,ridge,test
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sagil_42,2026-01-01,2026-02-01,-0.7159146409999461,drought,high,-0.24436204805783493,ridge,test
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| 443 |
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sagil_42,2026-02-01,2026-03-01,-0.5374353761887671,drought,extreme,0.05010091710645745,ridge,test
|
| 444 |
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sagil_42,2026-03-01,2026-04-01,-0.5100605959199407,drought,high,0.01860912325253586,ridge,test
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sagil_42,2026-04-01,2026-05-01,0.40363987500746457,drought,high,-0.24243473584386524,ridge,test
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| 446 |
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sagil_43,2025-05-01,2025-06-01,-0.1309745257161779,drought,moderate,-0.39688552740869787,ridge,test
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sagil_43,2025-06-01,2025-07-01,-0.3696951536999952,drought,low,0.01655635848292312,ridge,test
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sagil_43,2025-07-01,2025-08-01,-0.07232358709820466,drought,high,0.4653433998628457,ridge,test
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sagil_43,2025-08-01,2025-09-01,-0.0683250961711455,drought,low,0.14261738216840028,ridge,test
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sagil_43,2025-09-01,2025-10-01,-0.05921881336542995,drought,low,-0.03532010552243735,ridge,test
|
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sagil_43,2025-10-01,2025-11-01,0.1434233168536815,drought,low,-0.3171104121532551,ridge,test
|
| 452 |
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sagil_43,2025-11-01,2025-12-01,0.20836718793822784,flood,low,0.09031772736445812,ridge,test
|
| 453 |
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sagil_43,2025-12-01,2026-01-01,-0.19925205868839324,flood,moderate,-0.036871802548487126,ridge,test
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| 454 |
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sagil_43,2026-01-01,2026-02-01,-0.36148512376969727,drought,moderate,-0.15059565604642636,ridge,test
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| 455 |
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sagil_43,2026-02-01,2026-03-01,-0.4025340287786155,drought,high,0.19284435653113016,ridge,test
|
| 456 |
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sagil_43,2026-03-01,2026-04-01,-0.05261973395108596,drought,high,-0.13989520928258317,ridge,test
|
| 457 |
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sagil_43,2026-04-01,2026-05-01,0.09213664603526601,drought,low,-0.17162365643162708,ridge,test
|
| 458 |
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sagil_44,2025-05-01,2025-06-01,-0.16428210297796958,drought,low,-0.34793858952930756,ridge,test
|
| 459 |
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sagil_44,2025-06-01,2025-07-01,-0.4644379703448306,drought,low,0.16433248928490712,ridge,test
|
| 460 |
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sagil_44,2025-07-01,2025-08-01,-0.1732339073266427,drought,high,0.45934161520577566,ridge,test
|
| 461 |
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sagil_44,2025-08-01,2025-09-01,-0.10365013421425666,drought,low,0.1561978483849406,ridge,test
|
| 462 |
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sagil_44,2025-09-01,2025-10-01,-0.13708143427211472,drought,low,-0.043788594837651816,ridge,test
|
| 463 |
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sagil_44,2025-10-01,2025-11-01,0.15753644517897836,drought,low,-0.3352674462437114,ridge,test
|
| 464 |
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sagil_44,2025-11-01,2025-12-01,0.2788880250337156,flood,low,0.11497317344630831,ridge,test
|
| 465 |
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sagil_44,2025-12-01,2026-01-01,-0.23203246189414603,flood,moderate,-0.03073153679407046,ridge,test
|
| 466 |
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sagil_44,2026-01-01,2026-02-01,-0.3515352719974017,drought,moderate,-0.13172327309488438,ridge,test
|
| 467 |
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sagil_44,2026-02-01,2026-03-01,-0.3846086607703104,drought,high,0.16999983956217252,ridge,test
|
| 468 |
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sagil_44,2026-03-01,2026-04-01,-0.036185063983145485,drought,high,-0.1318828610166312,ridge,test
|
| 469 |
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sagil_44,2026-04-01,2026-05-01,0.13094001244864767,drought,low,-0.1725833963394711,ridge,test
|
| 470 |
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sagil_45,2025-05-01,2025-06-01,-0.14263395323946557,drought,low,-0.40484694985464453,ridge,test
|
| 471 |
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sagil_45,2025-06-01,2025-07-01,-0.36638028083212254,drought,low,-0.04416348172335344,ridge,test
|
| 472 |
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sagil_45,2025-07-01,2025-08-01,-0.086724607518532,drought,high,0.4311698385670538,ridge,test
|
| 473 |
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sagil_45,2025-08-01,2025-09-01,0.17016933885179364,drought,low,0.15110726330207228,ridge,test
|
| 474 |
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sagil_45,2025-09-01,2025-10-01,-0.09346876533360618,flood,low,-0.04530668344146932,ridge,test
|
| 475 |
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sagil_45,2025-10-01,2025-11-01,0.14622861299353604,drought,low,-0.34437762725210774,ridge,test
|
| 476 |
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sagil_45,2025-11-01,2025-12-01,0.218349337527092,flood,low,0.14782277782139686,ridge,test
|
| 477 |
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sagil_45,2025-12-01,2026-01-01,-0.2177343361717802,flood,moderate,-0.06009525130586828,ridge,test
|
| 478 |
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sagil_45,2026-01-01,2026-02-01,-0.42215265345896985,drought,moderate,-0.1180867682231119,ridge,test
|
| 479 |
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sagil_45,2026-02-01,2026-03-01,-0.3651512439335433,drought,high,0.17243909456629145,ridge,test
|
| 480 |
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sagil_45,2026-03-01,2026-04-01,-0.06508468265915604,drought,high,-0.1604925163998311,ridge,test
|
| 481 |
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sagil_45,2026-04-01,2026-05-01,0.0773564697255026,drought,low,-0.11560966378953635,ridge,test
|
| 482 |
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sagil_46,2025-05-01,2025-06-01,-0.16332624023162184,drought,low,-0.49273711049304547,ridge,test
|
| 483 |
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sagil_46,2025-06-01,2025-07-01,-0.38519633866325603,drought,low,-0.06500855932875907,ridge,test
|
| 484 |
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sagil_46,2025-07-01,2025-08-01,-0.05427920275205679,drought,high,0.39430689858345147,ridge,test
|
| 485 |
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sagil_46,2025-08-01,2025-09-01,-0.36055081269239875,drought,low,0.1302269169515876,ridge,test
|
| 486 |
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sagil_46,2025-09-01,2025-10-01,-0.06374533741701252,drought,high,-0.10303894381612977,ridge,test
|
| 487 |
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sagil_46,2025-10-01,2025-11-01,0.15538753741294586,drought,low,-0.391178033069817,ridge,test
|
| 488 |
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sagil_46,2025-11-01,2025-12-01,0.22423491731469358,flood,low,0.13315835163460255,ridge,test
|
| 489 |
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sagil_46,2025-12-01,2026-01-01,-0.24933956599668206,flood,moderate,-0.1149688557927207,ridge,test
|
| 490 |
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sagil_46,2026-01-01,2026-02-01,-0.36231443714877737,drought,moderate,-0.21597490280341491,ridge,test
|
| 491 |
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sagil_46,2026-02-01,2026-03-01,-0.35526283411559273,drought,high,0.17958952335360642,ridge,test
|
| 492 |
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sagil_46,2026-03-01,2026-04-01,-0.04492917672379685,drought,high,-0.22501067070498407,ridge,test
|
| 493 |
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sagil_46,2026-04-01,2026-05-01,0.13245152151833492,drought,low,-0.2469626971868593,ridge,test
|
| 494 |
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sagil_47,2025-05-01,2025-06-01,-0.153607987991809,drought,low,-0.5863776519841619,ridge,test
|
| 495 |
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sagil_47,2025-06-01,2025-07-01,-0.38948597713262684,drought,low,-0.13218641858770894,ridge,test
|
| 496 |
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sagil_47,2025-07-01,2025-08-01,-0.0772999915168139,drought,high,0.3245140238195453,ridge,test
|
| 497 |
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sagil_47,2025-08-01,2025-09-01,-0.42071534024943413,drought,low,0.006609412437045294,ridge,test
|
| 498 |
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sagil_47,2025-09-01,2025-10-01,-0.12728484993297234,drought,high,-0.15480060118682723,ridge,test
|
| 499 |
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sagil_47,2025-10-01,2025-11-01,-0.2005077996201965,drought,low,-0.4603407788437067,ridge,test
|
| 500 |
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sagil_47,2025-11-01,2025-12-01,-0.20512663827591376,drought,moderate,0.028024341544007497,ridge,test
|
| 501 |
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sagil_47,2025-12-01,2026-01-01,-0.34577584910285397,drought,moderate,-0.18282146535806673,ridge,test
|
| 502 |
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sagil_47,2026-01-01,2026-02-01,-0.37984171957100515,drought,high,-0.3756789394658908,ridge,test
|
| 503 |
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sagil_47,2026-02-01,2026-03-01,-0.40063798806003315,drought,high,0.05316376761364021,ridge,test
|
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sagil_47,2026-03-01,2026-04-01,-0.08301284634635038,drought,high,-0.3116478401152032,ridge,test
|
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sagil_47,2026-04-01,2026-05-01,-0.20276939608371522,drought,low,-0.3551482215358611,ridge,test
|
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sagil_48,2025-05-01,2025-06-01,-0.1827502935097297,drought,low,-0.5118157983906263,ridge,test
|
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sagil_48,2025-06-01,2025-07-01,-0.37596148472314705,drought,moderate,-0.1820374661061584,ridge,test
|
| 508 |
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sagil_48,2025-07-01,2025-08-01,-0.08453337679999334,drought,high,0.5096496467377701,ridge,test
|
| 509 |
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sagil_48,2025-08-01,2025-09-01,-0.16685213397115764,drought,low,0.05587064405307224,ridge,test
|
| 510 |
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sagil_48,2025-09-01,2025-10-01,-0.0633048749743138,drought,low,-0.10789255312739414,ridge,test
|
| 511 |
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sagil_48,2025-10-01,2025-11-01,0.25743164455518946,drought,low,-0.2994831110868045,ridge,test
|
| 512 |
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sagil_48,2025-11-01,2025-12-01,0.2172703481383369,flood,moderate,0.07641105390897654,ridge,test
|
| 513 |
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sagil_48,2025-12-01,2026-01-01,-0.23636548253646517,flood,moderate,-0.07870799807653392,ridge,test
|
| 514 |
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sagil_48,2026-01-01,2026-02-01,-0.41453850126113057,drought,moderate,-0.2893860129903474,ridge,test
|
| 515 |
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sagil_48,2026-02-01,2026-03-01,-0.3292208372904927,drought,high,0.0860235593328316,ridge,test
|
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sagil_48,2026-03-01,2026-04-01,-0.35432442213212767,drought,high,-0.08918586102675678,ridge,test
|
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sagil_48,2026-04-01,2026-05-01,0.24992753904099363,drought,high,-0.2943946238960389,ridge,test
|
| 518 |
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sagil_49,2025-05-01,2025-06-01,-0.2844693307524377,drought,moderate,-0.5173943651527511,ridge,test
|
| 519 |
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sagil_49,2025-06-01,2025-07-01,-0.49261361661959246,drought,moderate,-0.2194534976759756,ridge,test
|
| 520 |
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sagil_49,2025-07-01,2025-08-01,-0.08521288512901669,drought,high,0.48780730465704203,ridge,test
|
| 521 |
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sagil_49,2025-08-01,2025-09-01,-0.11560355483445778,drought,low,0.07108862177201644,ridge,test
|
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sagil_49,2025-09-01,2025-10-01,-0.14427315632538354,drought,low,-0.09059572509543823,ridge,test
|
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sagil_49,2025-10-01,2025-11-01,0.3647521079787569,drought,low,-0.3588270955441236,ridge,test
|
| 524 |
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sagil_49,2025-11-01,2025-12-01,0.2798235406815579,flood,high,0.047215961733918344,ridge,test
|
| 525 |
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sagil_49,2025-12-01,2026-01-01,-0.216029713151952,flood,moderate,-0.12252532285059661,ridge,test
|
| 526 |
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sagil_49,2026-01-01,2026-02-01,-0.5914188260852755,drought,moderate,-0.29847421610617086,ridge,test
|
| 527 |
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sagil_49,2026-02-01,2026-03-01,-0.3483094596987676,drought,extreme,0.0800475566018284,ridge,test
|
| 528 |
+
sagil_49,2026-03-01,2026-04-01,-0.17424123007076694,drought,high,0.003134395901693468,ridge,test
|
| 529 |
+
sagil_49,2026-04-01,2026-05-01,0.22787061724342333,drought,low,-0.24238116687193786,ridge,test
|
| 530 |
+
sagil_5,2025-05-01,2025-06-01,-0.15243625200322777,flood,low,-0.46699871166204987,ridge,test
|
| 531 |
+
sagil_5,2025-06-01,2025-07-01,-0.32143870444208317,drought,low,-0.054899788825698626,ridge,test
|
| 532 |
+
sagil_5,2025-07-01,2025-08-01,-0.0685166140970726,drought,high,0.42706132664138863,ridge,test
|
| 533 |
+
sagil_5,2025-08-01,2025-09-01,0.19185448787331857,drought,low,0.0991420402575507,ridge,test
|
| 534 |
+
sagil_5,2025-09-01,2025-10-01,-0.07524691328261875,flood,moderate,-0.03835397167597436,ridge,test
|
| 535 |
+
sagil_5,2025-10-01,2025-11-01,0.27772507721108164,drought,low,-0.4147349533518858,ridge,test
|
| 536 |
+
sagil_5,2025-11-01,2025-12-01,0.1193813109503992,flood,moderate,0.11279384282668103,ridge,test
|
| 537 |
+
sagil_5,2025-12-01,2026-01-01,-0.16536426807482849,flood,low,-0.11040099688202772,ridge,test
|
| 538 |
+
sagil_5,2026-01-01,2026-02-01,-0.34698079150625416,drought,low,-0.22937842084204382,ridge,test
|
| 539 |
+
sagil_5,2026-02-01,2026-03-01,-0.3521968047835969,drought,high,0.014510440443418572,ridge,test
|
| 540 |
+
sagil_5,2026-03-01,2026-04-01,0.31622502173609396,drought,high,-0.1090083222893968,ridge,test
|
| 541 |
+
sagil_5,2026-04-01,2026-05-01,0.05911559394424242,flood,high,-0.23205181975058647,ridge,test
|
| 542 |
+
sagil_6,2025-05-01,2025-06-01,-0.18185706394000925,flood,low,-0.36195079314132084,ridge,test
|
| 543 |
+
sagil_6,2025-06-01,2025-07-01,-0.3058518333236373,drought,moderate,-0.09113716332689543,ridge,test
|
| 544 |
+
sagil_6,2025-07-01,2025-08-01,-0.12147800025429395,drought,high,0.4815067050895747,ridge,test
|
| 545 |
+
sagil_6,2025-08-01,2025-09-01,0.16051227955519143,drought,low,0.18587835539821596,ridge,test
|
| 546 |
+
sagil_6,2025-09-01,2025-10-01,-0.0788051160298714,flood,low,0.0008399775198141175,ridge,test
|
| 547 |
+
sagil_6,2025-10-01,2025-11-01,0.18757313848587248,drought,low,-0.3400701857839423,ridge,test
|
| 548 |
+
sagil_6,2025-11-01,2025-12-01,0.2210448143756136,flood,moderate,0.17068180941443173,ridge,test
|
| 549 |
+
sagil_6,2025-12-01,2026-01-01,-0.2165975508334285,flood,moderate,-0.00390595858649178,ridge,test
|
| 550 |
+
sagil_6,2026-01-01,2026-02-01,-0.37548119751946185,drought,moderate,-0.23962637797256617,ridge,test
|
| 551 |
+
sagil_6,2026-02-01,2026-03-01,-0.3218524890568552,drought,high,0.12464308566834588,ridge,test
|
| 552 |
+
sagil_6,2026-03-01,2026-04-01,0.11514864166956847,drought,high,-0.03750036826456833,ridge,test
|
| 553 |
+
sagil_6,2026-04-01,2026-05-01,0.0668564991690744,flood,low,-0.1610158819189097,ridge,test
|
| 554 |
+
sagil_7,2025-05-01,2025-06-01,-0.2774579151648298,flood,low,-0.41145885644835445,ridge,test
|
| 555 |
+
sagil_7,2025-06-01,2025-07-01,-0.6040675517182494,drought,moderate,-0.13837582451415262,ridge,test
|
| 556 |
+
sagil_7,2025-07-01,2025-08-01,-0.13570736123258825,drought,extreme,0.4579743015111233,ridge,test
|
| 557 |
+
sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,0.1804068939582465,ridge,test
|
| 558 |
+
sagil_7,2025-09-01,2025-10-01,-0.13278066581371176,drought,moderate,-0.004837162076901713,ridge,test
|
| 559 |
+
sagil_7,2025-10-01,2025-11-01,0.2571517732379477,drought,low,-0.4536184042196322,ridge,test
|
| 560 |
+
sagil_7,2025-11-01,2025-12-01,0.22635209702903167,flood,moderate,0.07180218817501721,ridge,test
|
| 561 |
+
sagil_7,2025-12-01,2026-01-01,-0.31982575448986694,flood,moderate,-0.07473559764778939,ridge,test
|
| 562 |
+
sagil_7,2026-01-01,2026-02-01,-0.565454721286798,drought,high,-0.30010408179307435,ridge,test
|
| 563 |
+
sagil_7,2026-02-01,2026-03-01,-0.31388881053184203,drought,extreme,0.17492568709601805,ridge,test
|
| 564 |
+
sagil_7,2026-03-01,2026-04-01,-0.17662297967713853,drought,high,0.0522802098374571,ridge,test
|
| 565 |
+
sagil_7,2026-04-01,2026-05-01,-0.19018970172975622,drought,low,-0.1569060620406841,ridge,test
|
| 566 |
+
sagil_8,2025-05-01,2025-06-01,-0.15247898939691013,drought,moderate,-0.3488313234066357,ridge,test
|
| 567 |
+
sagil_8,2025-06-01,2025-07-01,-0.3516818572427794,drought,low,0.06089509240175263,ridge,test
|
| 568 |
+
sagil_8,2025-07-01,2025-08-01,-0.06887103852567471,drought,high,0.4939751517030617,ridge,test
|
| 569 |
+
sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,0.07057196228512133,ridge,test
|
| 570 |
+
sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,0.002462697423607732,ridge,test
|
| 571 |
+
sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,-0.33380485306576924,ridge,test
|
| 572 |
+
sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.19888279480295,ridge,test
|
| 573 |
+
sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,-0.04871230261919959,ridge,test
|
| 574 |
+
sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,-0.19908776079837295,ridge,test
|
| 575 |
+
sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,0.08543121689683653,ridge,test
|
| 576 |
+
sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,0.007902636034670243,ridge,test
|
| 577 |
+
sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,-0.19201127515499766,ridge,test
|
| 578 |
+
sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,-0.40822901697528613,ridge,test
|
| 579 |
+
sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.01629066882901474,ridge,test
|
| 580 |
+
sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,0.4834045081006513,ridge,test
|
| 581 |
+
sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,0.06473083262389048,ridge,test
|
| 582 |
+
sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,-0.06969773650772532,ridge,test
|
| 583 |
+
sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,-0.38057290180166603,ridge,test
|
| 584 |
+
sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.036441968200993394,ridge,test
|
| 585 |
+
sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,-0.0810876329654357,ridge,test
|
| 586 |
+
sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,-0.17668830751268197,ridge,test
|
| 587 |
+
sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,0.048509280236017,ridge,test
|
| 588 |
+
sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,-0.08699755556592684,ridge,test
|
| 589 |
+
sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,-0.2219992325137661,ridge,test
|
reports/test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.10954255,transformer,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.0958761,transformer,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,-0.07349506,transformer,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.09326409,transformer,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,0.031559058,transformer,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,0.13257861,transformer,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.30453172,transformer,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.036193788,transformer,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.047362316,transformer,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.14156649,transformer,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.065491125,transformer,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.09766969,transformer,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.089096904,transformer,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.031151835,transformer,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.0125198625,transformer,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.10701345,transformer,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,0.047649976,transformer,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,0.13489264,transformer,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,-0.25112104,transformer,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,-0.012665313,transformer,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.05735228,transformer,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.4374688,transformer,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.09850724,transformer,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.017268267,transformer,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.10929902,transformer,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.052184377,transformer,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.060243014,transformer,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,0.058867596,transformer,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,0.032999925,transformer,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,0.10912736,transformer,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.2559022,transformer,test
|
| 33 |
+
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,0.044207197,transformer,test
|
| 34 |
+
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.03141952,transformer,test
|
| 35 |
+
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.06620622,transformer,test
|
| 36 |
+
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,0.12104511,transformer,test
|
| 37 |
+
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.16826089,transformer,test
|
| 38 |
+
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.1286987,transformer,test
|
| 39 |
+
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.0030862615,transformer,test
|
| 40 |
+
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.020429265,transformer,test
|
| 41 |
+
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,0.044328887,transformer,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,0.14542045,transformer,test
|
| 43 |
+
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,0.05847518,transformer,test
|
| 44 |
+
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.027808646,transformer,test
|
| 45 |
+
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.06896904,transformer,test
|
| 46 |
+
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.096187264,transformer,test
|
| 47 |
+
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.11053631,transformer,test
|
| 48 |
+
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,0.006148983,transformer,test
|
| 49 |
+
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,-0.118995965,transformer,test
|
| 50 |
+
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.13713562,transformer,test
|
| 51 |
+
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.059520524,transformer,test
|
| 52 |
+
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.049740266,transformer,test
|
| 53 |
+
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.2041927,transformer,test
|
| 54 |
+
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.0009202622,transformer,test
|
| 55 |
+
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.03985073,transformer,test
|
| 56 |
+
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.13859606,transformer,test
|
| 57 |
+
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,-0.22713152,transformer,test
|
| 58 |
+
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.1911565,transformer,test
|
| 59 |
+
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,0.014016647,transformer,test
|
| 60 |
+
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.05989663,transformer,test
|
| 61 |
+
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.5886696,transformer,test
|
| 62 |
+
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.07861939,transformer,test
|
| 63 |
+
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.01671506,transformer,test
|
| 64 |
+
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.07515466,transformer,test
|
| 65 |
+
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,0.08854011,transformer,test
|
| 66 |
+
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,0.01695963,transformer,test
|
| 67 |
+
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,0.059189446,transformer,test
|
| 68 |
+
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,-0.093410075,transformer,test
|
| 69 |
+
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.105092704,transformer,test
|
| 70 |
+
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.05361287,transformer,test
|
| 71 |
+
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,-0.026134681,transformer,test
|
| 72 |
+
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.1728531,transformer,test
|
| 73 |
+
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.24256784,transformer,test
|
| 74 |
+
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.26684865,transformer,test
|
| 75 |
+
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,0.074193135,transformer,test
|
| 76 |
+
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.31873766,transformer,test
|
| 77 |
+
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.02971747,transformer,test
|
| 78 |
+
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.022534687,transformer,test
|
| 79 |
+
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,-0.21654949,transformer,test
|
| 80 |
+
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,-0.096368134,transformer,test
|
| 81 |
+
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.1909281,transformer,test
|
| 82 |
+
sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,-0.1698795,transformer,test
|
| 83 |
+
sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,-0.099511296,transformer,test
|
| 84 |
+
sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,0.27132046,transformer,test
|
| 85 |
+
sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,0.23010446,transformer,test
|
| 86 |
+
sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,-0.03108031,transformer,test
|
| 87 |
+
sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,0.01735672,transformer,test
|
| 88 |
+
sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,0.03749962,transformer,test
|
| 89 |
+
sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,0.10156041,transformer,test
|
| 90 |
+
sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.026817057,transformer,test
|
| 91 |
+
sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,-0.018541079,transformer,test
|
| 92 |
+
sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,0.02481981,transformer,test
|
| 93 |
+
sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,-0.08254245,transformer,test
|
| 94 |
+
sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,-0.0871855,transformer,test
|
| 95 |
+
sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.025148604,transformer,test
|
| 96 |
+
sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,-0.05979492,transformer,test
|
| 97 |
+
sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,-0.04936434,transformer,test
|
| 98 |
+
sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.19300833,transformer,test
|
| 99 |
+
sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.045014236,transformer,test
|
| 100 |
+
sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,-0.014513124,transformer,test
|
| 101 |
+
sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.014764968,transformer,test
|
| 102 |
+
sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,-0.081139386,transformer,test
|
| 103 |
+
sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,-0.10286975,transformer,test
|
| 104 |
+
sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,-0.04883677,transformer,test
|
| 105 |
+
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,-0.10647693,transformer,test
|
| 106 |
+
sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.19266132,transformer,test
|
| 107 |
+
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.1460063,transformer,test
|
| 108 |
+
sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,-0.11063588,transformer,test
|
| 109 |
+
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.21566033,transformer,test
|
| 110 |
+
sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,-0.0965583,transformer,test
|
| 111 |
+
sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,0.026306577,transformer,test
|
| 112 |
+
sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,0.033340506,transformer,test
|
| 113 |
+
sagil_18,2025-08-01,2025-09-01,0.05156360273453629,flood,low,0.09459147,transformer,test
|
| 114 |
+
sagil_18,2025-09-01,2025-10-01,0.08124881376456568,flood,low,0.061349668,transformer,test
|
| 115 |
+
sagil_18,2025-10-01,2025-11-01,0.16228980587126152,flood,low,0.032724436,transformer,test
|
| 116 |
+
sagil_18,2025-11-01,2025-12-01,0.13687712629338505,flood,low,0.12421508,transformer,test
|
| 117 |
+
sagil_18,2025-12-01,2026-01-01,-0.2818475323479928,flood,low,0.0018241815,transformer,test
|
| 118 |
+
sagil_18,2026-01-01,2026-02-01,-0.09808874640177108,drought,moderate,-0.04070342,transformer,test
|
| 119 |
+
sagil_18,2026-02-01,2026-03-01,-0.3390885270753544,drought,low,0.077548295,transformer,test
|
| 120 |
+
sagil_18,2026-03-01,2026-04-01,0.08040483389042882,drought,high,-0.105706856,transformer,test
|
| 121 |
+
sagil_18,2026-04-01,2026-05-01,0.09036981657009642,flood,low,0.027096558,transformer,test
|
| 122 |
+
sagil_19,2025-05-01,2025-06-01,-0.13147609747947586,flood,high,-0.09595239,transformer,test
|
| 123 |
+
sagil_19,2025-06-01,2025-07-01,-0.10862107760806954,drought,low,-0.026765365,transformer,test
|
| 124 |
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sagil_5,2026-04-01,2026-05-01,0.05911559394424242,flood,high,-0.16865358,transformer,test
|
| 542 |
+
sagil_6,2025-05-01,2025-06-01,-0.18185706394000925,flood,low,-0.0734189,transformer,test
|
| 543 |
+
sagil_6,2025-06-01,2025-07-01,-0.3058518333236373,drought,moderate,-0.020327415,transformer,test
|
| 544 |
+
sagil_6,2025-07-01,2025-08-01,-0.12147800025429395,drought,high,0.0031853803,transformer,test
|
| 545 |
+
sagil_6,2025-08-01,2025-09-01,0.16051227955519143,drought,low,0.14539665,transformer,test
|
| 546 |
+
sagil_6,2025-09-01,2025-10-01,-0.0788051160298714,flood,low,0.092650734,transformer,test
|
| 547 |
+
sagil_6,2025-10-01,2025-11-01,0.18757313848587248,drought,low,0.16191907,transformer,test
|
| 548 |
+
sagil_6,2025-11-01,2025-12-01,0.2210448143756136,flood,moderate,0.24725683,transformer,test
|
| 549 |
+
sagil_6,2025-12-01,2026-01-01,-0.2165975508334285,flood,moderate,0.010222152,transformer,test
|
| 550 |
+
sagil_6,2026-01-01,2026-02-01,-0.37548119751946185,drought,moderate,-0.039278273,transformer,test
|
| 551 |
+
sagil_6,2026-02-01,2026-03-01,-0.3218524890568552,drought,high,-0.03224158,transformer,test
|
| 552 |
+
sagil_6,2026-03-01,2026-04-01,0.11514864166956847,drought,high,0.0057241693,transformer,test
|
| 553 |
+
sagil_6,2026-04-01,2026-05-01,0.0668564991690744,flood,low,-0.1829752,transformer,test
|
| 554 |
+
sagil_7,2025-05-01,2025-06-01,-0.2774579151648298,flood,low,-0.11358003,transformer,test
|
| 555 |
+
sagil_7,2025-06-01,2025-07-01,-0.6040675517182494,drought,moderate,-0.016618673,transformer,test
|
| 556 |
+
sagil_7,2025-07-01,2025-08-01,-0.13570736123258825,drought,extreme,-0.12120573,transformer,test
|
| 557 |
+
sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,0.05898538,transformer,test
|
| 558 |
+
sagil_7,2025-09-01,2025-10-01,-0.13278066581371176,drought,moderate,0.097590625,transformer,test
|
| 559 |
+
sagil_7,2025-10-01,2025-11-01,0.2571517732379477,drought,low,-0.026324216,transformer,test
|
| 560 |
+
sagil_7,2025-11-01,2025-12-01,0.22635209702903167,flood,moderate,-0.07545388,transformer,test
|
| 561 |
+
sagil_7,2025-12-01,2026-01-01,-0.31982575448986694,flood,moderate,-0.18687947,transformer,test
|
| 562 |
+
sagil_7,2026-01-01,2026-02-01,-0.565454721286798,drought,high,-0.13495442,transformer,test
|
| 563 |
+
sagil_7,2026-02-01,2026-03-01,-0.31388881053184203,drought,extreme,-0.17873216,transformer,test
|
| 564 |
+
sagil_7,2026-03-01,2026-04-01,-0.17662297967713853,drought,high,-0.30801693,transformer,test
|
| 565 |
+
sagil_7,2026-04-01,2026-05-01,-0.19018970172975622,drought,low,-0.21961376,transformer,test
|
| 566 |
+
sagil_8,2025-05-01,2025-06-01,-0.15247898939691013,drought,moderate,-0.044937845,transformer,test
|
| 567 |
+
sagil_8,2025-06-01,2025-07-01,-0.3516818572427794,drought,low,-0.040541474,transformer,test
|
| 568 |
+
sagil_8,2025-07-01,2025-08-01,-0.06887103852567471,drought,high,-0.07649982,transformer,test
|
| 569 |
+
sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,0.18060333,transformer,test
|
| 570 |
+
sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,0.04581844,transformer,test
|
| 571 |
+
sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,0.109502494,transformer,test
|
| 572 |
+
sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.307223,transformer,test
|
| 573 |
+
sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,0.16367918,transformer,test
|
| 574 |
+
sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,0.07258192,transformer,test
|
| 575 |
+
sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,0.042025782,transformer,test
|
| 576 |
+
sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,0.1691078,transformer,test
|
| 577 |
+
sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,0.0037067756,transformer,test
|
| 578 |
+
sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,-0.11189556,transformer,test
|
| 579 |
+
sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.033559937,transformer,test
|
| 580 |
+
sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,0.015646469,transformer,test
|
| 581 |
+
sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,0.15964806,transformer,test
|
| 582 |
+
sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,0.06226207,transformer,test
|
| 583 |
+
sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,0.16240914,transformer,test
|
| 584 |
+
sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.20157233,transformer,test
|
| 585 |
+
sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,0.10674612,transformer,test
|
| 586 |
+
sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,5.5659562e-05,transformer,test
|
| 587 |
+
sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,0.083836704,transformer,test
|
| 588 |
+
sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,0.17016426,transformer,test
|
| 589 |
+
sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,-0.15624008,transformer,test
|
reports/transformer_holdout_predictions.csv
ADDED
|
@@ -0,0 +1,50 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2026-05-01,2026-06-01,-0.610473260275913,flood,low,-0.15022394,transformer,holdout
|
| 3 |
+
sagil_10,2026-05-01,2026-06-01,-0.5839172766187032,flood,low,-0.11099227,transformer,holdout
|
| 4 |
+
sagil_11,2026-05-01,2026-06-01,-0.6449149055682593,flood,low,-0.0937334,transformer,holdout
|
| 5 |
+
sagil_12,2026-05-01,2026-06-01,-0.591802703815785,flood,low,-0.030029234,transformer,holdout
|
| 6 |
+
sagil_13,2026-05-01,2026-06-01,-0.6568115979487062,flood,low,-0.08552438,transformer,holdout
|
| 7 |
+
sagil_14,2026-05-01,2026-06-01,-0.7241186125947553,drought,low,-0.17582193,transformer,holdout
|
| 8 |
+
sagil_15,2026-05-01,2026-06-01,0.08188389258179693,flood,low,0.10536055,transformer,holdout
|
| 9 |
+
sagil_16,2026-05-01,2026-06-01,0.06804124695007284,flood,low,0.014604207,transformer,holdout
|
| 10 |
+
sagil_17,2026-05-01,2026-06-01,-0.06865305198503178,flood,low,-0.14496909,transformer,holdout
|
| 11 |
+
sagil_18,2026-05-01,2026-06-01,0.07896819681311776,flood,low,0.018631324,transformer,holdout
|
| 12 |
+
sagil_19,2026-05-01,2026-06-01,0.026706187995400355,flood,low,0.03784789,transformer,holdout
|
| 13 |
+
sagil_2,2026-05-01,2026-06-01,-0.6953101564106664,flood,low,-0.17894149,transformer,holdout
|
| 14 |
+
sagil_20,2026-05-01,2026-06-01,0.011846177893291811,flood,low,-0.032773633,transformer,holdout
|
| 15 |
+
sagil_21,2026-05-01,2026-06-01,-0.034593441407217644,flood,low,-0.11458485,transformer,holdout
|
| 16 |
+
sagil_22,2026-05-01,2026-06-01,-0.5557471128451461,flood,low,0.011965055,transformer,holdout
|
| 17 |
+
sagil_23,2026-05-01,2026-06-01,-0.6439837322981601,flood,high,-0.2576708,transformer,holdout
|
| 18 |
+
sagil_24,2026-05-01,2026-06-01,-0.6559858839619375,flood,moderate,-0.046173025,transformer,holdout
|
| 19 |
+
sagil_25,2026-05-01,2026-06-01,0.6027574020151227,flood,low,0.003996715,transformer,holdout
|
| 20 |
+
sagil_26,2026-05-01,2026-06-01,0.8693929924050294,flood,moderate,0.02182779,transformer,holdout
|
| 21 |
+
sagil_27,2026-05-01,2026-06-01,0.6443890468838209,flood,low,0.020190869,transformer,holdout
|
| 22 |
+
sagil_28,2026-05-01,2026-06-01,-0.6134593225451346,flood,low,-0.07415183,transformer,holdout
|
| 23 |
+
sagil_29,2026-05-01,2026-06-01,-0.5853785922333435,flood,low,-0.038497034,transformer,holdout
|
| 24 |
+
sagil_3,2026-05-01,2026-06-01,-0.7198153745046254,flood,low,-0.32087314,transformer,holdout
|
| 25 |
+
sagil_30,2026-05-01,2026-06-01,-0.7015933789150799,flood,low,-0.11723037,transformer,holdout
|
| 26 |
+
sagil_31,2026-05-01,2026-06-01,-0.7526358606810118,flood,low,-0.18754838,transformer,holdout
|
| 27 |
+
sagil_32,2026-05-01,2026-06-01,-0.6145669619385898,flood,low,0.01861224,transformer,holdout
|
| 28 |
+
sagil_33,2026-05-01,2026-06-01,-1.187302057400545,flood,high,-0.2471289,transformer,holdout
|
| 29 |
+
sagil_34,2026-05-01,2026-06-01,0.9876761073675346,flood,moderate,-0.1770773,transformer,holdout
|
| 30 |
+
sagil_35,2026-05-01,2026-06-01,-0.6678287270930875,flood,low,0.019089308,transformer,holdout
|
| 31 |
+
sagil_36,2026-05-01,2026-06-01,-0.8473713335643295,drought,low,-0.2015239,transformer,holdout
|
| 32 |
+
sagil_37,2026-05-01,2026-06-01,-0.6179418856965048,flood,low,-0.11317769,transformer,holdout
|
| 33 |
+
sagil_38,2026-05-01,2026-06-01,-0.7144158146722847,flood,low,-0.15402442,transformer,holdout
|
| 34 |
+
sagil_39,2026-05-01,2026-06-01,-0.6337575169177136,flood,low,-0.070727855,transformer,holdout
|
| 35 |
+
sagil_4,2026-05-01,2026-06-01,-0.5942840549058979,flood,low,-0.13334441,transformer,holdout
|
| 36 |
+
sagil_40,2026-05-01,2026-06-01,-0.7877575135785119,drought,low,-0.20054868,transformer,holdout
|
| 37 |
+
sagil_41,2026-05-01,2026-06-01,-0.8395999132049319,flood,low,-0.17356397,transformer,holdout
|
| 38 |
+
sagil_42,2026-05-01,2026-06-01,-1.1332897737070478,flood,high,-0.15228854,transformer,holdout
|
| 39 |
+
sagil_43,2026-05-01,2026-06-01,-0.62889437615669,flood,low,-0.1028212,transformer,holdout
|
| 40 |
+
sagil_44,2026-05-01,2026-06-01,-0.6718498507044942,flood,low,-0.096550256,transformer,holdout
|
| 41 |
+
sagil_45,2026-05-01,2026-06-01,-0.610180661577312,flood,low,-0.072793454,transformer,holdout
|
| 42 |
+
sagil_46,2026-05-01,2026-06-01,-0.7875050507105362,flood,low,-0.14882414,transformer,holdout
|
| 43 |
+
sagil_47,2026-05-01,2026-06-01,-0.9058388136408405,drought,moderate,-0.2960256,transformer,holdout
|
| 44 |
+
sagil_48,2026-05-01,2026-06-01,-0.8230970208126623,flood,moderate,-0.22469676,transformer,holdout
|
| 45 |
+
sagil_49,2026-05-01,2026-06-01,-0.8723916806099048,flood,moderate,-0.1749541,transformer,holdout
|
| 46 |
+
sagil_5,2026-05-01,2026-06-01,-0.6074917527527905,flood,low,-0.17113677,transformer,holdout
|
| 47 |
+
sagil_6,2026-05-01,2026-06-01,-0.6043139015529677,flood,low,-0.14321612,transformer,holdout
|
| 48 |
+
sagil_7,2026-05-01,2026-06-01,-0.7365572302797839,drought,moderate,-0.24291208,transformer,holdout
|
| 49 |
+
sagil_8,2026-05-01,2026-06-01,0.5482508227584573,flood,low,0.012054671,transformer,holdout
|
| 50 |
+
sagil_9,2026-05-01,2026-06-01,0.5920393790505201,flood,low,-0.08299777,transformer,holdout
|
reports/transformer_metrics.json
ADDED
|
@@ -0,0 +1,10 @@
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|
| 1 |
+
{
|
| 2 |
+
"transformer": {
|
| 3 |
+
"mae": 0.22224981480335093,
|
| 4 |
+
"median_ae": 0.1725286729633808,
|
| 5 |
+
"rmse": 0.30106130791895946,
|
| 6 |
+
"r2": -0.26999028153625493,
|
| 7 |
+
"bias": 0.09176320967828336,
|
| 8 |
+
"direction_accuracy": 0.6581632653061225
|
| 9 |
+
}
|
| 10 |
+
}
|
reports/transformer_test_predictions.csv
ADDED
|
@@ -0,0 +1,589 @@
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|
| 1 |
+
sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
|
| 2 |
+
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.10954255,transformer,test
|
| 3 |
+
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.0958761,transformer,test
|
| 4 |
+
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,-0.07349506,transformer,test
|
| 5 |
+
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.09326409,transformer,test
|
| 6 |
+
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,0.031559058,transformer,test
|
| 7 |
+
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,0.13257861,transformer,test
|
| 8 |
+
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.30453172,transformer,test
|
| 9 |
+
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.036193788,transformer,test
|
| 10 |
+
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.047362316,transformer,test
|
| 11 |
+
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.14156649,transformer,test
|
| 12 |
+
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.065491125,transformer,test
|
| 13 |
+
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.09766969,transformer,test
|
| 14 |
+
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.089096904,transformer,test
|
| 15 |
+
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.031151835,transformer,test
|
| 16 |
+
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.0125198625,transformer,test
|
| 17 |
+
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.10701345,transformer,test
|
| 18 |
+
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,0.047649976,transformer,test
|
| 19 |
+
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,0.13489264,transformer,test
|
| 20 |
+
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,-0.25112104,transformer,test
|
| 21 |
+
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,-0.012665313,transformer,test
|
| 22 |
+
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.05735228,transformer,test
|
| 23 |
+
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.4374688,transformer,test
|
| 24 |
+
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.09850724,transformer,test
|
| 25 |
+
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.017268267,transformer,test
|
| 26 |
+
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.10929902,transformer,test
|
| 27 |
+
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.052184377,transformer,test
|
| 28 |
+
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.060243014,transformer,test
|
| 29 |
+
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,0.058867596,transformer,test
|
| 30 |
+
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,0.032999925,transformer,test
|
| 31 |
+
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,0.10912736,transformer,test
|
| 32 |
+
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.2559022,transformer,test
|
| 33 |
+
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,0.044207197,transformer,test
|
| 34 |
+
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.03141952,transformer,test
|
| 35 |
+
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.06620622,transformer,test
|
| 36 |
+
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,0.12104511,transformer,test
|
| 37 |
+
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.16826089,transformer,test
|
| 38 |
+
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.1286987,transformer,test
|
| 39 |
+
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.0030862615,transformer,test
|
| 40 |
+
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.020429265,transformer,test
|
| 41 |
+
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,0.044328887,transformer,test
|
| 42 |
+
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,0.14542045,transformer,test
|
| 43 |
+
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,0.05847518,transformer,test
|
| 44 |
+
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.027808646,transformer,test
|
| 45 |
+
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.06896904,transformer,test
|
| 46 |
+
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.096187264,transformer,test
|
| 47 |
+
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.11053631,transformer,test
|
| 48 |
+
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,0.006148983,transformer,test
|
| 49 |
+
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,-0.118995965,transformer,test
|
| 50 |
+
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.13713562,transformer,test
|
| 51 |
+
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.059520524,transformer,test
|
| 52 |
+
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.049740266,transformer,test
|
| 53 |
+
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.2041927,transformer,test
|
| 54 |
+
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.0009202622,transformer,test
|
| 55 |
+
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.03985073,transformer,test
|
| 56 |
+
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.13859606,transformer,test
|
| 57 |
+
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,-0.22713152,transformer,test
|
| 58 |
+
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.1911565,transformer,test
|
| 59 |
+
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,0.014016647,transformer,test
|
| 60 |
+
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.05989663,transformer,test
|
| 61 |
+
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.5886696,transformer,test
|
| 62 |
+
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.07861939,transformer,test
|
| 63 |
+
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.01671506,transformer,test
|
| 64 |
+
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.07515466,transformer,test
|
| 65 |
+
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,0.08854011,transformer,test
|
| 66 |
+
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,0.01695963,transformer,test
|
| 67 |
+
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,0.059189446,transformer,test
|
| 68 |
+
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,-0.093410075,transformer,test
|
| 69 |
+
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.105092704,transformer,test
|
| 70 |
+
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.05361287,transformer,test
|
| 71 |
+
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,-0.026134681,transformer,test
|
| 72 |
+
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.1728531,transformer,test
|
| 73 |
+
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.24256784,transformer,test
|
| 74 |
+
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.26684865,transformer,test
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