diff --git a/Data/gee_datasets.json b/Data/gee_datasets.json
index ddd952b..31beb06 100644
--- a/Data/gee_datasets.json
+++ b/Data/gee_datasets.json
@@ -473,7 +473,7 @@
         "id": "COPERNICUS/S1_GRD",
         "name": "Sentinel-1 SAR GRD: C-band Synthetic Aperture Radar Ground Range Detected, log scaling",
         "start_date": "2014-10-03",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "HH": {
@@ -2933,7 +2933,7 @@
         "id": "ECMWF/ERA5_LAND/DAILY_AGGR",
         "name": "ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis",
         "start_date": "1950-01-02",
-        "end_date": "2023-12-11",
+        "end_date": "2023-12-17",
         "type": "image_collection",
         "bands": {
             "dewpoint_temperature_2m": {
@@ -6066,7 +6066,7 @@
         "id": "GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED",
         "name": "Cloud Score+ S2_HARMONIZED V1",
         "start_date": "2018-01-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-25",
         "type": "image_collection",
         "bands": {
             "cs": {
@@ -6083,7 +6083,7 @@
         "id": "GOOGLE/DYNAMICWORLD/V1",
         "name": "Dynamic World V1",
         "start_date": "2015-06-23",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "water": {
@@ -7780,7 +7780,7 @@
         "id": "JAXA/ALOS/PALSAR-2/Level2_2/ScanSAR",
         "name": "PALSAR-2 ScanSAR Level 2.2",
         "start_date": "2014-08-04",
-        "end_date": "2023-10-31",
+        "end_date": "2023-11-30",
         "type": "image_collection",
         "bands": {
             "HH": {
@@ -8067,7 +8067,7 @@
         "id": "JAXA/GPM_L3/GSMaP/v7/operational",
         "name": "GSMaP Operational: Global Satellite Mapping of Precipitation - V7",
         "start_date": "2014-03-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-25",
         "type": "image_collection",
         "bands": {
             "hourlyPrecipRate": {
@@ -8096,7 +8096,7 @@
         "id": "JAXA/GPM_L3/GSMaP/v8/operational",
         "name": "GSMaP Operational: Global Satellite Mapping of Precipitation - V8",
         "start_date": "1998-01-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-25",
         "type": "image_collection",
         "bands": {
             "hourlyPrecipRate": {
@@ -9391,7 +9391,7 @@
         "id": "LANDSAT/LC08/C02/T1",
         "name": "USGS Landsat 8 Collection 2 Tier 1 Raw Scenes",
         "start_date": "2013-03-18",
-        "end_date": "2023-12-13",
+        "end_date": "2023-12-19",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -9553,7 +9553,7 @@
         "id": "LANDSAT/LC08/C02/T1_RT",
         "name": "USGS Landsat 8 Collection 2 Tier 1 and Real-Time data Raw Scenes",
         "start_date": "2013-03-18",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -9630,7 +9630,7 @@
         "id": "LANDSAT/LC08/C02/T1_RT_TOA",
         "name": "USGS Landsat 8 Collection 2 Tier 1 and Real-Time data TOA Reflectance",
         "start_date": "2013-03-18",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -9707,7 +9707,7 @@
         "id": "LANDSAT/LC08/C02/T1_TOA",
         "name": "USGS Landsat 8 Collection 2 Tier 1 TOA Reflectance",
         "start_date": "2013-03-18",
-        "end_date": "2023-12-13",
+        "end_date": "2023-12-19",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -9784,7 +9784,7 @@
         "id": "LANDSAT/LC08/C02/T2",
         "name": "USGS Landsat 8 Collection 2 Tier 2 Raw Scenes",
         "start_date": "2021-10-28",
-        "end_date": "2023-12-07",
+        "end_date": "2023-12-19",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -9946,7 +9946,7 @@
         "id": "LANDSAT/LC08/C02/T2_TOA",
         "name": "USGS Landsat 8 Collection 2 Tier 2 TOA Reflectance",
         "start_date": "2021-10-28",
-        "end_date": "2023-12-07",
+        "end_date": "2023-12-19",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -10023,7 +10023,7 @@
         "id": "LANDSAT/LC09/C02/T1",
         "name": "USGS Landsat 9 Collection 2 Tier 1 Raw Scenes",
         "start_date": "2021-10-31",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -10100,7 +10100,7 @@
         "id": "LANDSAT/LC09/C02/T1_L2",
         "name": "USGS Landsat 9 Level 2, Collection 2, Tier 1",
         "start_date": "2021-10-31",
-        "end_date": "2023-12-17",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "SR_B1": {
@@ -10185,7 +10185,7 @@
         "id": "LANDSAT/LC09/C02/T1_TOA",
         "name": "USGS Landsat 9 Collection 2 Tier 1 TOA Reflectance",
         "start_date": "2021-10-31",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -10262,7 +10262,7 @@
         "id": "LANDSAT/LC09/C02/T2",
         "name": "USGS Landsat 9 Collection 2 Tier 2 Raw Scenes",
         "start_date": "2021-11-02",
-        "end_date": "2023-12-13",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -10339,7 +10339,7 @@
         "id": "LANDSAT/LC09/C02/T2_L2",
         "name": "USGS Landsat 9 Level 2, Collection 2, Tier 2",
         "start_date": "2021-10-31",
-        "end_date": "2023-12-13",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "SR_B1": {
@@ -10424,7 +10424,7 @@
         "id": "LANDSAT/LC09/C02/T2_TOA",
         "name": "USGS Landsat 9 Collection 2 Tier 2 TOA Reflectance",
         "start_date": "2021-11-02",
-        "end_date": "2023-12-13",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11082,7 +11082,7 @@
         "id": "LANDSAT/LE07/C02/T1",
         "name": "USGS Landsat 7 Collection 2 Tier 1 Raw Scenes",
         "start_date": "1999-05-28",
-        "end_date": "2023-11-23",
+        "end_date": "2023-11-30",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11236,7 +11236,7 @@
         "id": "LANDSAT/LE07/C02/T1_RT",
         "name": "USGS Landsat 7 Collection 2 Tier 1 and Real-Time data Raw Scenes",
         "start_date": "1999-05-28",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11305,7 +11305,7 @@
         "id": "LANDSAT/LE07/C02/T1_RT_TOA",
         "name": "USGS Landsat 7 Collection 2 Tier 1 and Real-Time data TOA Reflectance",
         "start_date": "1999-05-28",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11374,7 +11374,7 @@
         "id": "LANDSAT/LE07/C02/T1_TOA",
         "name": "USGS Landsat 7 Collection 2 Tier 1 TOA Reflectance",
         "start_date": "1999-05-28",
-        "end_date": "2023-11-22",
+        "end_date": "2023-11-28",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11443,7 +11443,7 @@
         "id": "LANDSAT/LE07/C02/T2",
         "name": "USGS Landsat 7 Collection 2 Tier 2 Raw Scenes",
         "start_date": "1999-05-28",
-        "end_date": "2023-11-17",
+        "end_date": "2023-11-24",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -11597,7 +11597,7 @@
         "id": "LANDSAT/LE07/C02/T2_TOA",
         "name": "USGS Landsat 7 Collection 2 Tier 2 TOA Reflectance",
         "start_date": "2003-12-01",
-        "end_date": "2023-11-17",
+        "end_date": "2023-11-24",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -15619,7 +15619,7 @@
         "id": "MODIS/061/MCD15A3H",
         "name": "MCD15A3H.061 MODIS Leaf Area Index/FPAR 4-Day Global 500m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-11",
+        "end_date": "2023-12-15",
         "type": "image_collection",
         "bands": {
             "Fpar": {
@@ -15652,7 +15652,7 @@
         "id": "MODIS/061/MCD18A1",
         "name": "MCD18A1.061 Surface Radiation Daily/3-Hour",
         "start_date": "2000-02-24",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "DSR": {
@@ -15709,7 +15709,7 @@
         "id": "MODIS/061/MCD18C2",
         "name": "MCD18C2.061 Photosynthetically Active Radiation Daily 3-Hour",
         "start_date": "2002-02-24",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "GMT_0000_PAR": {
@@ -15750,7 +15750,7 @@
         "id": "MODIS/061/MCD19A1_GRANULES",
         "name": "MCD19A1.061: Land Surface BRF Daily L2G Global 500m and 1km",
         "start_date": "2000-12-21",
-        "end_date": "2016-07-03",
+        "end_date": "2017-04-26",
         "type": "image_collection",
         "bands": {
             "Sur_refl1": {
@@ -15855,7 +15855,7 @@
         "id": "MODIS/061/MCD19A2_GRANULES",
         "name": "MCD19A2.061: Terra & Aqua MAIAC Land Aerosol Optical Depth Daily 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-16",
+        "end_date": "2023-12-21",
         "type": "image_collection",
         "bands": {
             "Optical_Depth_047": {
@@ -15916,7 +15916,7 @@
         "id": "MODIS/061/MCD43A1",
         "name": "MCD43A1.061 MODIS BRDF-Albedo Model Parameters Daily 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-07",
+        "end_date": "2023-12-14",
         "type": "image_collection",
         "bands": {
             "BRDF_Albedo_Parameters_Band1_iso": {
@@ -16085,7 +16085,7 @@
         "id": "MODIS/061/MCD43A2",
         "name": "MCD43A2.061 MODIS BRDF-Albedo Quality Daily 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-07",
+        "end_date": "2023-12-14",
         "type": "image_collection",
         "bands": {
             "Snow_BRDF_Albedo": {
@@ -16170,7 +16170,7 @@
         "id": "MODIS/061/MCD43A3",
         "name": "MCD43A3.061 MODIS Albedo Daily 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-07",
+        "end_date": "2023-12-14",
         "type": "image_collection",
         "bands": {
             "Albedo_BSA_Band1": {
@@ -16299,7 +16299,7 @@
         "id": "MODIS/061/MCD43A4",
         "name": "MCD43A4.061 MODIS Nadir BRDF-Adjusted Reflectance Daily 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-09",
+        "end_date": "2023-12-14",
         "type": "image_collection",
         "bands": {
             "Nadir_Reflectance_Band1": {
@@ -16364,7 +16364,7 @@
         "id": "MODIS/061/MCD43C3",
         "name": "MCD43C3.061 BRDF/Albedo Daily L3 0.05 Deg CMG",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-08",
+        "end_date": "2023-12-14",
         "type": "image_collection",
         "bands": {
             "Albedo_BSA_Band1": {
@@ -16526,7 +16526,7 @@
         "id": "MODIS/061/MOD09A1",
         "name": "MOD09A1.061 Terra Surface Reflectance 8-Day Global 500m",
         "start_date": "2000-02-18",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "sur_refl_b01": {
@@ -16587,7 +16587,7 @@
         "id": "MODIS/061/MOD09CMG",
         "name": "MOD09CMG.061 Surface Reflectance Daily L3 Global 0.05 Deg CMG",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-16",
+        "end_date": "2023-12-21",
         "type": "image_collection",
         "bands": {
             "Coarse_Resolution_Surface_Reflectance_Band_1": {
@@ -16671,7 +16671,7 @@
         "id": "MODIS/061/MOD09GA",
         "name": "MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-14",
+        "end_date": "2023-12-23",
         "type": "image_collection",
         "bands": {
             "num_observations_1km": {
@@ -16768,7 +16768,7 @@
         "id": "MODIS/061/MOD09GQ",
         "name": "MOD09GQ.061 Terra Surface Reflectance Daily Global 250m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-14",
+        "end_date": "2023-12-23",
         "type": "image_collection",
         "bands": {
             "num_observations": {
@@ -16809,7 +16809,7 @@
         "id": "MODIS/061/MOD09Q1",
         "name": "MOD09Q1.061 Terra Surface Reflectance 8-Day Global 250m",
         "start_date": "2000-02-18",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "sur_refl_b01": {
@@ -16834,7 +16834,7 @@
         "id": "MODIS/061/MOD10A1",
         "name": "MOD10A1.061 Terra Snow Cover Daily Global 500m",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-15",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "NDSI_Snow_Cover": {
@@ -16879,7 +16879,7 @@
         "id": "MODIS/061/MOD11A1",
         "name": "MOD11A1.061 Terra Land Surface Temperature and Emissivity Daily Global 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-17",
+        "end_date": "2023-12-21",
         "type": "image_collection",
         "bands": {
             "LST_Day_1km": {
@@ -16936,7 +16936,7 @@
         "id": "MODIS/061/MOD11A2",
         "name": "MOD11A2.061 Terra Land Surface Temperature and Emissivity 8-Day Global 1km",
         "start_date": "2000-02-18",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "LST_Day_1km": {
@@ -16993,7 +16993,7 @@
         "id": "MODIS/061/MOD13A1",
         "name": "MOD13A1.061 Terra Vegetation Indices 16-Day Global 500m",
         "start_date": "2000-02-18",
-        "end_date": "2023-11-17",
+        "end_date": "2023-12-03",
         "type": "image_collection",
         "bands": {
             "NDVI": {
@@ -17050,7 +17050,7 @@
         "id": "MODIS/061/MOD13A2",
         "name": "MOD13A2.061 Terra Vegetation Indices 16-Day Global 1km",
         "start_date": "2000-02-18",
-        "end_date": "2023-11-17",
+        "end_date": "2023-12-03",
         "type": "image_collection",
         "bands": {
             "NDVI": {
@@ -17160,7 +17160,7 @@
         "id": "MODIS/061/MOD13Q1",
         "name": "MOD13Q1.061 Terra Vegetation Indices 16-Day Global 250m",
         "start_date": "2000-02-18",
-        "end_date": "2023-11-17",
+        "end_date": "2023-12-03",
         "type": "image_collection",
         "bands": {
             "NDVI": {
@@ -17242,7 +17242,7 @@
         "id": "MODIS/061/MOD14A2",
         "name": "MOD14A2.061: Terra Thermal Anomalies & Fire 8-Day Global 1km",
         "start_date": "2000-02-18",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "FireMask": {
@@ -17259,7 +17259,7 @@
         "id": "MODIS/061/MOD15A2H",
         "name": "MOD15A2H.061: Terra Leaf Area Index/FPAR 8-Day Global 500m",
         "start_date": "2000-02-18",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "Fpar_500m": {
@@ -17392,7 +17392,7 @@
         "id": "MODIS/061/MOD21A1D",
         "name": "MOD21A1D.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-16",
+        "end_date": "2023-12-23",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -17429,7 +17429,7 @@
         "id": "MODIS/061/MOD21A1N",
         "name": "MOD21A1N.061 Terra Land Surface Temperature and 3-Band Emissivity Daily Global 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-15",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -17466,7 +17466,7 @@
         "id": "MODIS/061/MOD21C1",
         "name": "MOD21C1.061 Terra Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "Count_Day": {
@@ -17788,7 +17788,7 @@
         "id": "MODIS/061/MYD09A1",
         "name": "MYD09A1.061 Aqua Surface Reflectance 8-Day Global 500m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "sur_refl_b01": {
@@ -17849,7 +17849,7 @@
         "id": "MODIS/061/MYD09GA",
         "name": "MYD09GA.061 Aqua Surface Reflectance Daily Global 1km and 500m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-15",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "num_observations_1km": {
@@ -17946,7 +17946,7 @@
         "id": "MODIS/061/MYD09GQ",
         "name": "MYD09GQ.061 Aqua Surface Reflectance Daily Global 250m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-15",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "num_observations": {
@@ -17987,7 +17987,7 @@
         "id": "MODIS/061/MYD09Q1",
         "name": "MYD09Q1.061 Aqua Surface Reflectance 8-Day Global 250m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "sur_refl_b01": {
@@ -18012,7 +18012,7 @@
         "id": "MODIS/061/MYD10A1",
         "name": "MYD10A1.061 Aqua Snow Cover Daily Global 500m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-15",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "NDSI_Snow_Cover": {
@@ -18057,7 +18057,7 @@
         "id": "MODIS/061/MYD11A1",
         "name": "MYD11A1.061 Aqua Land Surface Temperature and Emissivity Daily Global 1km",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-14",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "LST_Day_1km": {
@@ -18114,7 +18114,7 @@
         "id": "MODIS/061/MYD11A2",
         "name": "MYD11A2.061 Aqua Land Surface Temperature and Emissivity 8-Day Global 1km",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "LST_Day_1km": {
@@ -18420,7 +18420,7 @@
         "id": "MODIS/061/MYD14A2",
         "name": "MYD14A2.061: Aqua Thermal Anomalies & Fire 8-Day Global 1km",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "FireMask": {
@@ -18437,7 +18437,7 @@
         "id": "MODIS/061/MYD15A2H",
         "name": "MYD15A2H.061: Aqua Leaf Area Index/FPAR 8-Day Global 500m",
         "start_date": "2002-07-04",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "Fpar_500m": {
@@ -18512,7 +18512,7 @@
         "id": "MODIS/061/MYD21A1D",
         "name": "MYD21A1D.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-14",
+        "end_date": "2023-12-22",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -18549,7 +18549,7 @@
         "id": "MODIS/061/MYD21A1N",
         "name": "MYD21A1N.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily Global 1km",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-14",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -18586,7 +18586,7 @@
         "id": "MODIS/061/MYD21C1",
         "name": "MYD21C1.061 Aqua Land Surface Temperature and 3-Band Emissivity Daily L3 Global 0.05 Deg CMG",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-16",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "Count_Day": {
@@ -18673,7 +18673,7 @@
         "id": "MODIS/061/MYD21C2",
         "name": "MYD21C2.061 Aqua Land Surface Temperature and 3-Band Emissivity 8-Day L3 Global 0.05 Deg CMG",
         "start_date": "2000-02-24",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "Count_Day": {
@@ -19343,7 +19343,7 @@
         "id": "NASA/GEOS-CF/v1/fcst/htf",
         "name": "GEOS-CF fcst htf v1: Goddard Earth Observing System Composition Forecast",
         "start_date": "2022-10-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "CO": {
@@ -19400,7 +19400,7 @@
         "id": "NASA/GEOS-CF/v1/fcst/tavg1hr",
         "name": "GEOS-CF fcst tavg1hr v1: Goddard Earth Observing System Composition Forecast",
         "start_date": "2022-10-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "ACET": {
@@ -19953,7 +19953,7 @@
         "id": "NASA/GEOS-CF/v1/rpl/htf",
         "name": "GEOS-CF rpl htf v1: Goddard Earth Observing System Composition Forecast",
         "start_date": "2018-01-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "CO": {
@@ -20010,7 +20010,7 @@
         "id": "NASA/GEOS-CF/v1/rpl/tavg1hr",
         "name": "GEOS-CF rpl tavg1hr v1: Goddard Earth Observing System Composition Forecast",
         "start_date": "2018-01-01",
-        "end_date": "2023-12-18",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "ACET": {
@@ -21162,7 +21162,7 @@
         "id": "NASA/GSFC/MERRA/aer/2",
         "name": "MERRA-2 M2T1NXAER: Aerosol Diagnostics V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "BCANGSTR": {
@@ -21371,7 +21371,7 @@
         "id": "NASA/GSFC/MERRA/aer_nv/2",
         "name": "MERRA-2 M2I3NVAER: Aerosol Mixing Ratio V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "AIRDENS_1": {
@@ -25922,7 +25922,7 @@
         "id": "NASA/GSFC/MERRA/flx/2",
         "name": "MERRA-2 M2T1NXFLX: Surface Flux Diagnostics V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "BSTAR": {
@@ -26115,7 +26115,7 @@
         "id": "NASA/GSFC/MERRA/lnd/2",
         "name": "MERRA-2 M2T1NXLND: Land Surface Diagnostics V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "BASEFLOW": {
@@ -26324,7 +26324,7 @@
         "id": "NASA/GSFC/MERRA/rad/2",
         "name": "MERRA-2 M2T1NXRAD: Radiation Diagnostics V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "ALBEDO": {
@@ -26477,7 +26477,7 @@
         "id": "NASA/GSFC/MERRA/slv/2",
         "name": "MERRA-2 M2T1NXSLV: Single-Level Diagnostics V5.12.4",
         "start_date": "1980-01-01",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "CLDPRS": {
@@ -26674,7 +26674,7 @@
         "id": "NASA/HLS/HLSL30/v002",
         "name": "HLSL30: HLS-2 Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m",
         "start_date": "2013-04-11",
-        "end_date": "2023-12-17",
+        "end_date": "2023-12-20",
         "type": "image_collection",
         "bands": {
             "B1": {
@@ -27168,7 +27168,7 @@
         "id": "NASA/SMAP/SPL4SMGP/007",
         "name": "SPL4SMGP.007 SMAP L4 Global 3-hourly 9-km Surface and Root Zone Soil Moisture",
         "start_date": "2015-03-31",
-        "end_date": "2023-12-16",
+        "end_date": "2023-12-23",
         "type": "image_collection",
         "bands": {
             "sm_surface": {
@@ -29473,7 +29473,7 @@
         "id": "NOAA/GOES/18/FDCC",
         "name": "GOES-18 FDCC Series ABI Level 2 Fire/Hot Spot Characterization CONUS",
         "start_date": "2022-10-13",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "Area": {
@@ -29502,7 +29502,7 @@
         "id": "NOAA/GOES/18/FDCF",
         "name": "GOES-18 FDCF Series ABI Level 2 Fire/Hot Spot Characterization Full Disk",
         "start_date": "2022-10-13",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "Area": {
@@ -29531,7 +29531,7 @@
         "id": "NOAA/GOES/18/MCMIPC",
         "name": "GOES-18 MCMIPC Series ABI Level 2 Cloud and Moisture Imagery CONUS",
         "start_date": "2018-12-04",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "CMI_C01": {
@@ -29668,7 +29668,7 @@
         "id": "NOAA/GOES/18/MCMIPF",
         "name": "GOES-18 MCMIPF Series ABI Level 2 Cloud and Moisture Imagery Full Disk",
         "start_date": "2018-12-04",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "CMI_C01": {
@@ -29805,7 +29805,7 @@
         "id": "NOAA/GOES/18/MCMIPM",
         "name": "GOES-18 MCMIPM Series ABI Level 2 Cloud and Moisture Imagery Full Disk",
         "start_date": "2018-12-04",
-        "end_date": "2023-12-19",
+        "end_date": "2023-12-26",
         "type": "image_collection",
         "bands": {
             "CMI_C01": {
@@ -30141,7 +30141,7 @@
         "id": "NOAA/VIIRS/001/VNP09H1",
         "name": "VNP09H1: VIIRS Surface Reflectance 8-Day L3 Global 500m",
         "start_date": "2012-01-19",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "SurfReflect_I1": {
@@ -30243,7 +30243,7 @@
         "id": "NOAA/VIIRS/001/VNP14A1",
         "name": "VNP14A1: Thermal Anomalies/Fire Daily L3 Global 1km SIN Grid",
         "start_date": "2012-01-19",
-        "end_date": "2023-12-17",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "FireMask": {
@@ -30268,7 +30268,7 @@
         "id": "NOAA/VIIRS/001/VNP15A2H",
         "name": "VNP15A2H: LAI/FPAR 8-Day L4 Global 500m SIN Grid",
         "start_date": "2012-01-17",
-        "end_date": "2023-12-03",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "Fpar": {
@@ -30301,7 +30301,7 @@
         "id": "NOAA/VIIRS/001/VNP21A1D",
         "name": "VNP21A1D: Day Land Surface Temperature and Emissivity Daily 1km",
         "start_date": "2012-01-19",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -30338,7 +30338,7 @@
         "id": "NOAA/VIIRS/001/VNP21A1N",
         "name": "VNP21A1N: Night Land Surface Temperature and Emissivity Daily 1km",
         "start_date": "2012-01-19",
-        "end_date": "2023-11-01",
+        "end_date": "2023-12-01",
         "type": "image_collection",
         "bands": {
             "LST_1KM": {
@@ -30536,7 +30536,7 @@
         "id": "NOAA/VIIRS/001/VNP43IA1",
         "name": "VNP43IA1: BRDF/Albedo Model Parameters Daily L3 Global 500m SIN Grid",
         "start_date": "2012-01-17",
-        "end_date": "2023-12-06",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "BRDF_Albedo_Band_Mandatory_Quality_I1": {
@@ -30593,7 +30593,7 @@
         "id": "NOAA/VIIRS/001/VNP43IA2",
         "name": "VNP43IA2: BRDF/Albedo Quality Daily L3 Global 500m SIN Grid",
         "start_date": "2012-01-17",
-        "end_date": "2023-12-06",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "BRDF_Albedo_Band_Quality_I1": {
@@ -30646,7 +30646,7 @@
         "id": "NOAA/VIIRS/001/VNP46A1",
         "name": "VNP46A1: VIIRS Daily Gridded Day Night Band 500m Linear Lat Lon Grid Night",
         "start_date": "2012-01-19",
-        "end_date": "2023-12-17",
+        "end_date": "2023-12-24",
         "type": "image_collection",
         "bands": {
             "BrightnessTemperature_M12": {
@@ -30759,7 +30759,7 @@
         "id": "NOAA/VIIRS/001/VNP46A2",
         "name": "VNP46A2: VIIRS Lunar Gap-Filled BRDF Nighttime Lights Daily L3 Global 500m",
         "start_date": "2012-01-19",
-        "end_date": "2023-12-06",
+        "end_date": "2023-12-11",
         "type": "image_collection",
         "bands": {
             "DNB_BRDF_Corrected_NTL": {
@@ -34854,7 +34854,7 @@
         "id": "projects/sat-io/open-datasets/us-drought-monitor",
         "name": "United States Drought Monitor",
         "start_date": "2000-01-04",
-        "end_date": "2023-12-05",
+        "end_date": "2023-12-12",
         "type": "image_collection",
         "bands": {
             "b1": {