Merge pull request #7 from CIAT-DAPA/develop

Updated ETL to use TAMSAT Data
CIAT-DAPA · Sep 4, 2024 · 43e0763 · 43e0763
2 parents dde71e7 + ba2594c
commit 43e0763
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diff --git a/src/codes/data_extraction.py b/src/codes/data_extraction.py
diff --git a/src/codes/gwr_model.py b/src/codes/gwr_model.py
@@ -35,7 +35,13 @@
 
 def process_data(output_path):
     data = pd.read_csv(output_path)
-    data['ndvi'] = data['ndvi'] * 0.0001
+    # Ensure correct data types
+    data['date'] = data['date'].astype(str)
+    data['ndvi'] = data['ndvi'].astype(float) * 0.0001
+    data['sm'] = data['sm'].astype(float)
+    data['preci'] = data['preci'].astype(float)
+    data['lon'] = data['lon'].astype(float)
+    data['lat'] = data['lat'].astype(float)
     rows=data.shape[0]
     data.replace(np.nan, 0, inplace=True)
     geodf = gp.GeoDataFrame(data, geometry=gp.points_from_xy(data.lon, data.lat), crs="EPSG:4326")

diff --git a/...ta/layers/biomass_et/biomass_20240218.tif → ...ta/layers/biomass_et/biomass_20220101.tif b/...ta/layers/biomass_et/biomass_20240218.tif → ...ta/layers/biomass_et/biomass_20220101.tif
diff --git a/...ta/layers/biomass_et/biomass_20240101.tif → ...ta/layers/biomass_et/biomass_20220117.tif b/...ta/layers/biomass_et/biomass_20240101.tif → ...ta/layers/biomass_et/biomass_20220117.tif
diff --git a/src/data/layers/biomass_et/biomass_20220218.tif b/src/data/layers/biomass_et/biomass_20220218.tif
diff --git a/src/data/layers/biomass_et/biomass_20240117.tif b/src/data/layers/biomass_et/biomass_20240117.tif
diff --git a/src/outputs/combined.csv b/src/outputs/combined.csv