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Datasets:
Aki298
/
AML-Johor-Tangkak-Sagil-GEE-dataset

Tasks:
Tabular Regression
Time Series Forecasting
Modalities:
Geospatial
Languages:
English
Size:
1K<n<10K
Tags:
earth-engine
remote-sensing
environmental-monitoring
flood-risk
drought-risk
agriculture
License:
Dataset card Data Studio Files
xet
 Community
Aki298 commited on
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Files changed (17) hide show
  1. artifacts/feature_columns.json +203 -0
  2. artifacts/feature_imputer.joblib +3 -0
  3. artifacts/feature_scaler.joblib +3 -0
  4. artifacts/lstm_model.pt +3 -0
  5. artifacts/mlp_reconstruction_model.joblib +3 -0
  6. artifacts/model_registry.json +30 -0
  7. artifacts/pca_reconstruction_model.joblib +3 -0
  8. artifacts/random_forest_model.joblib +3 -0
  9. artifacts/ridge_model.joblib +3 -0
  10. artifacts/risk_thresholds.json +5 -0
  11. artifacts/sequence_feature_imputer.joblib +3 -0
  12. artifacts/sequence_feature_scaler.joblib +3 -0
  13. artifacts/sequence_model_metadata.json +189 -0
  14. artifacts/transformer_feature_imputer.joblib +3 -0
  15. artifacts/transformer_feature_scaler.joblib +3 -0
  16. artifacts/transformer_model.pt +3 -0
  17. artifacts/transformer_model_metadata.json +197 -0
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+ {
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+ "ndvi_mean",
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+ "evi_mean",
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+ "ndmi_mean",
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+ "ndwi_mean",
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+ "s2_image_count",
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+ "s2_valid_pixel_fraction",
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+ "vv_mean_db",
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+ "vh_mean_db",
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+ "vv_minus_vh_db",
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+ "vv_vh_ratio_linear",
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+ "s1_image_count",
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+ "rainfall_total_mm",
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+ "rainfall_mean_daily_mm",
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+ "rainfall_max_1day_mm",
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+ "dry_days_count",
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+ "heavy_rain_days_count",
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+ "temperature_2m_mean_c",
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+ "relative_humidity_mean_pct",
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+ "soil_water_layer1_mean",
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+ "surface_runoff_total_m",
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+ "evaporation_total_m",
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+ "water_probability_mean",
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+ "flooded_vegetation_probability_mean",
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+ "built_probability_mean",
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+ "dynamicworld_image_count",
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+ "elevation_mean_m",
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+ "elevation_min_m",
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+ "elevation_max_m",
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+ "slope_mean_deg",
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+ "lowland_fraction",
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+ "max_water_extent_fraction",
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+ "optical_missing_flag",
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+ "sar_missing_flag",
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+ "climate_missing_flag",
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+ "any_missing_flag",
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+ "year",
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+ "month_number",
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+ "month_sin",
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+ "month_cos",
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+ "rainfall_total_mm_lag_1",
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+ "rainfall_total_mm_lag_3",
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+ "rainfall_total_mm_lag_6",
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+ "rainfall_total_mm_lag_12",
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+ "rainfall_total_mm_rolling_mean_3",
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+ "rainfall_total_mm_rolling_sum_3",
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+ "rainfall_total_mm_rolling_mean_6",
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+ "rainfall_total_mm_rolling_sum_6",
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+ "rainfall_total_mm_rolling_mean_12",
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+ "rainfall_total_mm_rolling_sum_12",
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+ "rainfall_max_1day_mm_rolling_mean_3",
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+ "rainfall_max_1day_mm_difference_1m",
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