Added predictions for Yamuna Feb24, and clened up code

pages/01_predictions.py

@@ -27,136 +27,6 @@ except:
     except:
         dataset = [
 
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/ganga/2022-10-01/S1/ganga_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/ganga/2022-10-01/S2/ganga_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/ganga/2022-10-01/S2_L1C/ganga_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "ganga",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/ganga/ganga.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/hooghly/2022-10-01/S1/hooghly_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/hooghly/2022-10-01/S2/hooghly_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/hooghly/2022-10-01/S2_L1C/hooghly_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "hooghly",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/hooghly/hooghly.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/damodar/2022-10-01/S1/damodar_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/damodar/2022-10-01/S2/damodar_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/damodar/2022-10-01/S2_L1C/damodar_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "damodar",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/damodar/damodar.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/mahananda/2022-10-01/S1/mahananda_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/mahananda/2022-10-01/S2/mahananda_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/mahananda/2022-10-01/S2_L1C/mahananda_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "mahananda",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/mahananda/mahananda.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/mayurakshi/2022-10-01/S1/mayurakshi_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/mayurakshi/2022-10-01/S2/mayurakshi_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/mayurakshi/2022-10-01/S2_L1C/mayurakshi_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "mayurakshi",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/mayurakshi/mayurakshi.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sone/2022-10-01/S1/sone_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sone/2022-10-01/S2/sone_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sone/2022-10-01/S2_L1C/sone_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "sone",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sone/2023-05-01/S1/sone_s1_2023-05-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sone/2023-05-01/S2/sone_s2_2023-05-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sone/2023-05-01/S2_L1C/sone_s2l1c_2023-05-01.tif",
-                "date": "2023-05-01",
-                "river": "sone",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sone/2023-04-01/S1/sone_s1_2023-04-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sone/2023-04-01/S2/sone_s2_2023-04-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sone/2023-04-01/S2_L1C/sone_s2l1c_2023-04-01.tif",
-                "date": "2023-04-01",
-                "river": "sone",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-10-01/S1/chambal_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-10-01/S2/chambal_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-10-01/S2_L1C/chambal_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-03-01/S2/chambal_s2_2023-03-01.tif",
-                "uri_to_s2_l1c": "",
-                "date": "2023-03-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            # {
-            #     "uri_to_s1": "",
-            #     "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-12-01/S2/chambal_s2_2023-12-01.tif",
-            #     "uri_to_s2_l1c": "",
-            #     "date": "2023-12-01",
-            #     "river": "chambal",
-            #     "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-            #     "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal_prediction_2023-12-01_6r8ypwmb.tif",
-            # "uid": "6r8ypwmb"
-            # },
-            {
-                "uri_to_s1": "",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-11-01/S2/chambal_s2_2023-11-01.tif",
-                "uri_to_s2_l1c": "",
-                "date": "2023-11-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-10-01/S2/chambal_s2_2023-10-01.tif",
-                "uri_to_s2_l1c": "",
-                "date": "2023-10-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
             {
                 "uri_to_s1": "",
                 "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2024-02-01/S2/chambal_s2_2024-02-01.tif",
@@ -166,239 +36,8 @@ except:
                 "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
                 "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/2024-02-01/chambal_prediction_2024-02-01_6r8ypwmb.tif",
                 "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/parbati/2022-10-01/S1/parbati_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/parbati/2022-10-01/S2/parbati_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/parbati/2022-10-01/S2_L1C/parbati_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "parbati",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/parbati/parbati.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/yamuna/2022-10-01/S1/yamuna_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/yamuna/2022-10-01/S2/yamuna_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/yamuna/2022-10-01/S2_L1C/yamuna_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "yamuna",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/yamuna/yamuna.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/betwa/2022-10-01/S1/betwa_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/betwa/2022-10-01/S2/betwa_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/betwa/2022-10-01/S2_L1C/betwa_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "betwa",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/betwa/betwa.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/ken/2022-10-01/S1/ken_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/ken/2022-10-01/S2/ken_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/ken/2022-10-01/S2_L1C/ken_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "ken",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/ken/ken.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/narmada/2022-10-01/S1/narmada_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/narmada/2022-10-01/S2/narmada_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/narmada/2022-10-01/S2_L1C/narmada_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "narmada",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/narmada/narmada.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/wainganga/2022-10-01/S1/wainganga_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/wainganga/2022-10-01/S2/wainganga_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/wainganga/2022-10-01/S2_L1C/wainganga_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "wainganga",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/wainganga/wainganga.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/kanhan/2022-10-01/S1/kanhan_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/kanhan/2022-10-01/S2/kanhan_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/kanhan/2022-10-01/S2_L1C/kanhan_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "kanhan",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/kanhan/kanhan.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/orsang/2022-10-01/S1/orsang_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/orsang/2022-10-01/S2/orsang_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/orsang/2022-10-01/S2_L1C/orsang_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "orsang",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/orsang/orsang.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sukhi/2022-10-01/S1/sukhi_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sukhi/2022-10-01/S2/sukhi_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sukhi/2022-10-01/S2_L1C/sukhi_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "sukhi",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sukhi/sukhi.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/banas/2022-10-01/S1/banas_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/banas/2022-10-01/S2/banas_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/banas/2022-10-01/S2_L1C/banas_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "banas",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/banas/banas.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sutlej/2022-10-01/S1/sutlej_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sutlej/2022-10-01/S2/sutlej_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sutlej/2022-10-01/S2_L1C/sutlej_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "sutlej",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sutlej/sutlej.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/mahanadi/2022-10-01/S1/mahanadi_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/mahanadi/2022-10-01/S2/mahanadi_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/mahanadi/2022-10-01/S2_L1C/mahanadi_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "mahanadi",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/mahanadi/mahanadi.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/kathajodi/2022-10-01/S1/kathajodi_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/kathajodi/2022-10-01/S2/kathajodi_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/kathajodi/2022-10-01/S2_L1C/kathajodi_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "kathajodi",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/kathajodi/kathajodi.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/penna/2022-10-01/S1/penna_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/penna/2022-10-01/S2/penna_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/penna/2022-10-01/S2_L1C/penna_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "penna",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/penna/penna.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/tawa/2022-10-01/S1/tawa_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/tawa/2022-10-01/S2/tawa_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/tawa/2022-10-01/S2_L1C/tawa_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "tawa",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/tawa/tawa.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/palar/2022-10-01/S1/palar_s1_2022-10-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/palar/2022-10-01/S2/palar_s2_2022-10-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/palar/2022-10-01/S2_L1C/palar_s2l1c_2022-10-01.tif",
-                "date": "2022-10-01",
-                "river": "palar",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/palar/palar.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-05-01/S1/chambal_s1_2022-05-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-05-01/S2/chambal_s2_2022-05-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-05-01/S2_L1C/chambal_s2l1c_2022-05-01.tif",
-                "date": "2022-05-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-05-01/chambal_prediction_2022-05-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-02-01/S1/chambal_s1_2022-02-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-02-01/S2/chambal_s2_2022-02-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-02-01/S2_L1C/chambal_s2l1c_2022-02-01.tif",
-                "date": "2022-02-01",
-                "river": "chambal",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/2022-02-01/chambal_prediction_2022-02-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sone/2023-12-01/S1/sone_s1_2023-12-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sone/2023-12-01/S2/sone_s2_2023-12-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sone/2023-12-01/S2_L1C/sone_s2l1c_2023-12-01.tif",
-                "date": "2023-12-01",
-                "river": "sone",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/sone/2023-12-01/sone_prediction_2023-12-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/ken/2023-12-01/S1/ken_s1_2023-12-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/ken/2023-12-01/S2/ken_s2_2023-12-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/ken/2023-12-01/S2_L1C/ken_s2l1c_2023-12-01.tif",
-                "date": "2023-12-01",
-                "river": "ken",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/ken/ken.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/ken/2023-12-01/ken_prediction_2023-12-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/narmada/2023-12-01/S1/narmada_s1_2023-12-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/narmada/2023-12-01/S2/narmada_s2_2023-12-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/narmada/2023-12-01/S2_L1C/narmada_s2l1c_2023-12-01.tif",
-                "date": "2023-12-01",
-                "river": "narmada",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/narmada/narmada.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/narmada/2023-12-01/narmada_prediction_2023-12-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/ken/2024-01-01/S1/ken_s1_2024-01-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/ken/2024-01-01/S2/ken_s2_2024-01-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/ken/2024-01-01/S2_L1C/ken_s2l1c_2024-01-01.tif",
-                "date": "2024-01-01",
-                "river": "ken",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/ken/ken.geojson",
-                "uri_to_prediction": "",
-                "uid": "6r8ypwmb"
-            },
-            {
-                "uri_to_s1": "https://storage.googleapis.com/sand_mining_inference/sone/2024-01-01/S1/sone_s1_2024-01-01.tif",
-                "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/sone/2024-01-01/S2/sone_s2_2024-01-01.tif",
-                "uri_to_s2_l1c": "https://storage.googleapis.com/sand_mining_inference/sone/2024-01-01/S2_L1C/sone_s2l1c_2024-01-01.tif",
-                "date": "2024-01-01",
-                "river": "sone",
-                "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
-                "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/sone/2024-01-01/sone_prediction_2024-01-01_6r8ypwmb.tif",
-                "uid": "6r8ypwmb"
             }
-
-                ]
+        ]
 
 locations = {}
 
@@ -430,7 +69,7 @@ zoom = solara.reactive(10)
 center = solara.reactive([40, -100])
 
 wandb_id = '6r8ypwmb'
-threshold = 0.01
+threshold = 0.1
 
 # Generate a magma colormap
 magma = cm.get_cmap('magma_r', 256)
@@ -487,7 +126,7 @@ class Map(geemap.Map):
 
         return s2_path, prediction_path, river, date
     
-    def add_prediction(self, id, center=False):
+    def add_prediction(self, id, center=True):
         s2_path, prediction_path, river, date = self.parse_id(id)
 
         # display(river, date, "\n")
@@ -531,7 +170,8 @@ class Map(geemap.Map):
 
         #center the map on the image
         if center:
-            self.centerObject(prediction, int(zoom.value))
+            # self.centerObject(prediction, int(zoom.value))
+            self.centerObject(prediction, 7)
 
 @solara.component
 def Page():

public/river_oos_dataset_v0.2_20240210.json

@@ -99,16 +99,6 @@
         "uri_to_prediction": "",
         "uid": "6r8ypwmb"
     },
-    {
-        "uri_to_s1": "",
-        "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-12-01/S2/chambal_s2_2023-12-01.tif",
-        "uri_to_s2_l1c": "",
-        "date": "2023-12-01",
-        "river": "chambal",
-        "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
-        "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal_prediction_2023-12-01_6r8ypwmb.tif",
-	"uid": "6r8ypwmb"
-    },
     {
         "uri_to_s1": "",
         "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2023-11-01/S2/chambal_s2_2023-11-01.tif",
@@ -358,5 +348,25 @@
         "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/sone/sone.geojson",
         "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/sone/2024-01-01/sone_prediction_2024-01-01_6r8ypwmb.tif",
         "uid": "6r8ypwmb"
+    },
+    {
+        "uri_to_s1": "",
+        "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/chambal/2024-02-01/S2/chambal_s2_2024-02-01.tif",
+        "uri_to_s2_l1c": "",
+        "date": "2024-02-01",
+        "river": "chambal",
+        "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/chambal/chambal.geojson",
+        "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/chambal/2024-02-01/chambal_prediction_2024-02-01_6r8ypwmb.tif",
+        "uid": "6r8ypwmb"
+    },
+    {
+        "uri_to_s1": "",
+        "uri_to_s2": "https://storage.googleapis.com/sand_mining_inference/yamuna/2024-02-01/S2/yamuna_s2_2024-02-01.tif",
+        "uri_to_s2_l1c": "",
+        "date": "2024-02-01",
+        "river": "yamuna",
+        "uri_to_river": "https://storage.googleapis.com/sand_mining_inference/yamuna/yamuna.geojson",
+        "uri_to_prediction": "https://storage.googleapis.com/sand_mining_inference/yamuna/2024-02-01/yamuna_prediction_2024-02-01_6r8ypwmb.tif",
+        "uid": "6r8ypwmb"
     }
 ]