Update README.md

README.md

@@ -97,11 +97,39 @@ Each subset can be further divided into `train`, `test` and `split`. These split
 
 ```
 
-The files `train_filtered.csv`, `test_filtered.csv` and `valid_filtered.csv` are containing the informations one can see from the Dataset Viewer. The archives `targets`, `images`, `environmental` are respectively containing the target vectors (i.e., the estimated ground truth encounter rate probability)
+The files `train_filtered.csv`, `test_filtered.csv` and `valid_filtered.csv` are containing the informations one can see from the Dataset Viewer. The archives `targets`, `images`, `environmental` are respectively containing the target vectors (i.e., the estimated ground truth encounter rate probability).
+
 
 ## Data Fields
 
+- `hotspot_id` : The unique ID associated with a given hotspot. The `hotspot_id`value can be used to upload date coming from either `targets`, `environmental` or variance, as they are all formulated as
+
+```
+/batis_benchmark_2025/
+    images/
+        {hotspot_id_1}.tar.gz
+        ...
+        {hotspot_id_n}.tar.gz
+    environmental/
+        {hotspot_id_1}.tar.gz
+        ...
+        {hotspot_id_1}.tar.gz
+    targets/
+        {hotspot_id_1}.tar.gz
+        ...
+        {hotspot_id_1}.tar.gz
+
 ## Authors 
 
+- **Curated by:** David Carlyn, Catherine Villeneuve, Mélisande Teng, Benjamin Akera, David Rolnick
+- **Language:** English
+- **Homepage:** 
+- **Repository:** hhttps://huggingface.co/datasets/cathv/batis_benchmark_2025
+- **Paper:**
+
+- 
+## Authors
+
+
 ## Acknowledgments