Update README.md

README.md

@@ -18,62 +18,93 @@ source_datasets:
   - original
 dataset_info:
   features: 
+    - name: trialNumber
+      dtype: string
+      description: "Unique identifier for each experimental trial."
+
     - name: country_code
       dtype: string
       description: "ISO 3166-1 alpha-2 country code of the observation site."
-    - name: latitude
-      dtype: float32
-      description: "Latitude of the site in decimal degrees (WGS84)."
-    - name: longitude
-      dtype: float32
-      description: "Longitude of the site in decimal degrees (WGS84)."
-    - name: source
-      dtype: string
-      description: "Short identifier for the data source (e.g., institution, project, dataset, DOI)."
-    - name: crop
+
+    - name: crop (EPPO)
       dtype: string
-      description: "Crop present in the system"
+      description: "Crop species identified using EPPO code."
+
     - name: crop_establishment_method
       dtype: string
       description: "Method of crop establishment (e.g., Direct seeding, Transplanting)."
+
     - name: tillage_system
       dtype: string
-      description: "Tillage practice used at the site (e.g., No-till, Conventional)."
+      description: "Tillage practice used at the site (e.g., No-till, Conventional Tillage)."
+
+    - name: type_of_trial
+      dtype: string
+      description: "Type of experimental setup (e.g., field, greenhouse, lab)."
+
     - name: seeding_date
       dtype: string
       description: "Date the crop was seeded (ISO 8601: YYYY-MM-DD)."
-    - name: weed
+
+    - name: weed (target) eppo
       dtype: string
-      description: "Weed species observed (EPPO name)."
+      description: "Target weed species identified using EPPO code."
+
     - name: date
       dtype: string
-      description: "Date of the phenology or emergence observation (YYYY-MM-DD)."
-    - name: type_of_value
-      dtype: string
-      description: "Standard type of observation (e.g., BBCH, Zadoks, Feekes, emergence_count, density, height_cm)."
-    - name: value
+      description: "Date of the observation (ISO 8601: YYYY-MM-DD)."
+
+    - name: assessment
       dtype: string
-      description: "Recorded value associated with the observation."
+      description: "Type of observation or assessment performed (e.g., cumulative emergence)."
+
     - name: measurement_unit
       dtype: string
-      description: "Unit associated with the observation (e.g., plants/m², cm, %, count)."
+      description: "Unit associated with the observation (e.g., %, BBCH)."
+
+    - name: value
+      dtype: float32
+      description: "Numerical value recorded for the observation."
+
+    - name: latitude
+      dtype: float32
+      description: "Latitude of the site in decimal degrees (WGS84)."
+
+    - name: longitude
+      dtype: float32
+      description: "Longitude of the site in decimal degrees (WGS84)."
+
     - name: photo_period
       dtype: float32
       description: "Photoperiod (day length in hours) at the observation date."
+
     - name: day_of_year
       dtype: int32
       description: "Day of year for the observation (1–366)."
+
     - name: days_after_start
       dtype: int32
-      description: "Days since the first observation or sowing reference point within the dataset."
+      description: "Days since the start of the trial or seeding date."
 
-    # Optional computed fields (included when available)
-    - name: cum_emergence
-      dtype: float32
-      description: "Cumulative emergence count over time (if available)."
     - name: cum_emergence_percentage
       dtype: float32
-      description: "Cumulative emergence normalized to the final total (%) (if available)."
+      description: "Cumulative emergence expressed as percentage over time."
+
+    - name: contributor
+      dtype: string
+      description: "Names of contributor of the dataset."
+
+    - name: organization
+      dtype: string
+      description: "Affiliated institution(s) responsible for the data."
+
+    - name: DOI
+      dtype: string
+      description: "Digital Object Identifier linking to the original publication or dataset."
+
+    - name: status_of_publication
+      dtype: string
+      description: "Publication status of the data (e.g., published, unpublished, in review)."
 
   splits: 
     - name: main
@@ -107,14 +138,13 @@ This curated dataset is continuously expanded as new [submissions](https://huggi
 
 
 ## Dataset Structure
-| country_code | latitude | longitude | source      | crop (EPPO) | crop_establishment_method | tillage_system | seeding_date | weed  | date       | type_of_value        | value | measurement_unit | photo_period | day_of_year | days_after_start | cum_emergence | cum_emergence_percentage |
-|--------------|----------|-----------|-------------|--------------|----------------------------|----------------|--------------|--------|------------|------------------------|--------|-------------------|---------------|--------------|-------------------|----------------|----------------------------|
-| DE           | 51.05    | 13.74     | UniDresden | TRZAW        | Direct seeding             | No-till        | 2024-10-12   | ECHCG  | 2024-10-22 | NUM_PLANT_M2         | 12     | plants/m²         | 10.2          | 296          | 10                | 12             | 18%                        |
-| DE           | 51.05    | 13.74     | UniDresden | TRZAW        | Direct seeding             | No-till        | 2024-10-12   | ECHCG  | 2024-10-26 | NUM_PLANT_M2         | 18     | plants/m²         | 10.1          | 300          | 14                | 30             | 45%                        |
-| DE           | 51.05    | 13.74     | UniDresden | TRZAW        | Direct seeding             | No-till        | 2024-10-12   | ECHCG  | 2024-10-30 | NUM_PLANT_M2        | 22     | plants/m²         | 9.9           | 304          | 18                | 52             | 78%                        |
-| DE           | 51.05    | 13.74     | UniDresden | TRZAW        | Direct seeding             | No-till        | 2024-10-12   | ECHCG  | 2024-11-02 | NUM_PLANTEMERGED_M2  | 10     | plants/m²         | 9.8           | 307          | 21                | 62             | 93%                        |
-| DE           | 51.05    | 13.74     | UniDresden | TRZAW        | Direct seeding             | No-till        | 2024-10-12   | ECHCG  | 2024-11-05 | NUM_PLANTEMERGED_M2  | 5      | plants/m²         | 9.6           | 310          | 24                | 67             | 100%                       |
 
+| trialNumber | country_code | crop (EPPO) | crop_establishment_method | tillage_system | type_of_trial | seeding_date | weed (target) eppo | date       | assessment              | measurement_unit | value | latitude | longitude | photo_period | day_of_year | days_after_start | cum_emergence_percentage | contributors, authors | organization                                                                 | DOI                                      | status_of_publication |
+|-------------|-------------|-------------|----------------------------|----------------|----------------|--------------|---------------------|------------|--------------------------|------------------|--------|----------|-----------|---------------|--------------|-------------------|----------------------------|------------------------|------------------------------------------------------------------------------|------------------------------------------|------------------------|
+| OPHENO-2015-IT-Italy_ECHCG_Local1_2015 | IT | YBRAC |                | CT | field | 2015-10-27 | ECHCG | 2015-10-27 | cummulative emergence | % |        | 45.408  | 11.8859  | 10.12737     | 300          | 0                 | 0                          | Aritz Royo-Esnal       | Department of HBJ, ETSEA, University of Lleida- Agrotecnio, Lleida, Spain     | https://doi.org/10.1111%2Fwre.12525 |                        |
+| OPHENO-2015-IT-Italy_ECHCG_Local1_2015 | IT | YBRAC |                | CT | field | 2015-10-27 | ECHCG | 2015-10-30 | cummulative emergence | % |        | 45.408  | 11.8859  | 9.982937     | 303          | 3                 | 0                          | Aritz Royo-Esnal       | Department of HBJ, ETSEA, University of Lleida- Agrotecnio, Lleida, Spain     | https://doi.org/10.1111%2Fwre.12525 |                        |
+| OPHENO-2015-IT-Italy_ECHCG_Local1_2015 | IT | YBRAC |                | CT | field | 2015-10-27 | ECHCG | 2015-11-03 | cummulative emergence | % |        | 45.408  | 11.8859  | 9.796363     | 307          | 7                 | 0                          | Aritz Royo-Esnal       | Department of HBJ, ETSEA, University of Lleida- Agrotecnio, Lleida, Spain     | https://doi.org/10.1111%2Fwre.12525 |                        |
+| OPHENO-2015-IT-Italy_ECHCG_Local1_2015 | IT | YBRAC |                | CT | field | 2015-10-27 | ECHCG | 2015-11-06 | cummulative emergence | % |        | 45.408  | 11.8859  | 9.661528     | 310          | 10                | 0                          | Aritz Royo-Esnal       | Department of HBJ, ETSEA, University of Lleida- Agrotecnio, Lleida, Spain     | https://doi.org/10.1111%2Fwre.12525 |                        |
 
 ## Load the Dataset