{ "forecasting_feature_columns": [ "ndvi_mean", "evi_mean", "ndmi_mean", "ndwi_mean", "s2_image_count", "s2_valid_pixel_fraction", "vv_mean_db", "vh_mean_db", "vv_minus_vh_db", "vv_vh_ratio_linear", "s1_image_count", "rainfall_total_mm", "rainfall_mean_daily_mm", "rainfall_max_1day_mm", "dry_days_count", "heavy_rain_days_count", "temperature_2m_mean_c", "relative_humidity_mean_pct", "soil_water_layer1_mean", "surface_runoff_total_m", "evaporation_total_m", "water_probability_mean", "flooded_vegetation_probability_mean", "built_probability_mean", "dynamicworld_image_count", "elevation_mean_m", "elevation_min_m", "elevation_max_m", "slope_mean_deg", "lowland_fraction", "max_water_extent_fraction", "optical_missing_flag", "sar_missing_flag", "climate_missing_flag", "any_missing_flag", "year", "month_number", "month_sin", "month_cos", "rainfall_total_mm_lag_1", "rainfall_total_mm_lag_3", "rainfall_total_mm_lag_6", "rainfall_total_mm_lag_12", "rainfall_total_mm_rolling_mean_3", "rainfall_total_mm_rolling_sum_3", "rainfall_total_mm_rolling_mean_6", "rainfall_total_mm_rolling_sum_6", "rainfall_total_mm_rolling_mean_12", "rainfall_total_mm_rolling_sum_12", "rainfall_total_mm_difference_1m", "rainfall_total_mm_difference_3m", "rainfall_max_1day_mm_lag_1", "rainfall_max_1day_mm_lag_3", "rainfall_max_1day_mm_lag_6", "rainfall_max_1day_mm_lag_12", "rainfall_max_1day_mm_rolling_mean_3", "rainfall_max_1day_mm_rolling_mean_6", "rainfall_max_1day_mm_rolling_mean_12", "rainfall_max_1day_mm_difference_1m", "rainfall_max_1day_mm_difference_3m", "dry_days_count_lag_1", "dry_days_count_lag_3", "dry_days_count_lag_6", "dry_days_count_lag_12", "dry_days_count_rolling_mean_3", "dry_days_count_rolling_sum_3", "dry_days_count_rolling_mean_6", "dry_days_count_rolling_sum_6", "dry_days_count_rolling_mean_12", "dry_days_count_rolling_sum_12", "dry_days_count_difference_1m", "dry_days_count_difference_3m", "heavy_rain_days_count_lag_1", "heavy_rain_days_count_lag_3", "heavy_rain_days_count_lag_6", "heavy_rain_days_count_lag_12", "heavy_rain_days_count_rolling_mean_3", "heavy_rain_days_count_rolling_sum_3", "heavy_rain_days_count_rolling_mean_6", "heavy_rain_days_count_rolling_sum_6", "heavy_rain_days_count_rolling_mean_12", "heavy_rain_days_count_rolling_sum_12", "heavy_rain_days_count_difference_1m", "heavy_rain_days_count_difference_3m", "soil_water_layer1_mean_lag_1", "soil_water_layer1_mean_lag_3", "soil_water_layer1_mean_lag_6", "soil_water_layer1_mean_lag_12", "soil_water_layer1_mean_rolling_mean_3", "soil_water_layer1_mean_rolling_mean_6", "soil_water_layer1_mean_rolling_mean_12", "soil_water_layer1_mean_difference_1m", "soil_water_layer1_mean_difference_3m", "surface_runoff_total_m_lag_1", "surface_runoff_total_m_lag_3", "surface_runoff_total_m_lag_6", "surface_runoff_total_m_lag_12", "surface_runoff_total_m_rolling_mean_3", "surface_runoff_total_m_rolling_sum_3", "surface_runoff_total_m_rolling_mean_6", "surface_runoff_total_m_rolling_sum_6", "surface_runoff_total_m_rolling_mean_12", "surface_runoff_total_m_rolling_sum_12", "surface_runoff_total_m_difference_1m", "surface_runoff_total_m_difference_3m", "evaporation_total_m_lag_1", "evaporation_total_m_lag_3", "evaporation_total_m_lag_6", "evaporation_total_m_lag_12", "evaporation_total_m_rolling_mean_3", "evaporation_total_m_rolling_sum_3", "evaporation_total_m_rolling_mean_6", "evaporation_total_m_rolling_sum_6", "evaporation_total_m_rolling_mean_12", "evaporation_total_m_rolling_sum_12", "evaporation_total_m_difference_1m", "evaporation_total_m_difference_3m", "ndvi_mean_lag_1", "ndvi_mean_lag_3", "ndvi_mean_lag_6", "ndvi_mean_lag_12", "ndvi_mean_rolling_mean_3", "ndvi_mean_rolling_mean_6", "ndvi_mean_rolling_mean_12", "ndvi_mean_difference_1m", "ndvi_mean_difference_3m", "ndmi_mean_lag_1", "ndmi_mean_lag_3", "ndmi_mean_lag_6", "ndmi_mean_lag_12", "ndmi_mean_rolling_mean_3", "ndmi_mean_rolling_mean_6", "ndmi_mean_rolling_mean_12", "ndmi_mean_difference_1m", "ndmi_mean_difference_3m", "vv_mean_db_lag_1", "vv_mean_db_lag_3", "vv_mean_db_lag_6", "vv_mean_db_lag_12", "vv_mean_db_rolling_mean_3", "vv_mean_db_rolling_mean_6", "vv_mean_db_rolling_mean_12", "vv_mean_db_difference_1m", "vv_mean_db_difference_3m", "vh_mean_db_lag_1", "vh_mean_db_lag_3", "vh_mean_db_lag_6", "vh_mean_db_lag_12", "vh_mean_db_rolling_mean_3", "vh_mean_db_rolling_mean_6", "vh_mean_db_rolling_mean_12", "vh_mean_db_difference_1m", "vh_mean_db_difference_3m", "water_probability_mean_lag_1", "water_probability_mean_lag_3", "water_probability_mean_lag_6", "water_probability_mean_lag_12", "water_probability_mean_rolling_mean_3", "water_probability_mean_rolling_mean_6", "water_probability_mean_rolling_mean_12", "water_probability_mean_difference_1m", "water_probability_mean_difference_3m", "flooded_vegetation_probability_mean_lag_1", "flooded_vegetation_probability_mean_lag_3", "flooded_vegetation_probability_mean_lag_6", "flooded_vegetation_probability_mean_lag_12", "flooded_vegetation_probability_mean_rolling_mean_3", "flooded_vegetation_probability_mean_rolling_mean_6", "flooded_vegetation_probability_mean_rolling_mean_12", "flooded_vegetation_probability_mean_difference_1m", "flooded_vegetation_probability_mean_difference_3m", "pca_anomaly_magnitude", "anomaly_magnitude", "flood_direction_score", "drought_direction_score", "signed_risk_score" ], "reconstruction_features": [ "ndvi_mean", "evi_mean", "ndmi_mean", "ndwi_mean", "vv_mean_db", "vh_mean_db", "vv_minus_vh_db", "vv_vh_ratio_linear", "rainfall_total_mm", "rainfall_mean_daily_mm", "rainfall_max_1day_mm", "dry_days_count", "heavy_rain_days_count", "temperature_2m_mean_c", "relative_humidity_mean_pct", "soil_water_layer1_mean", "surface_runoff_total_m", "evaporation_total_m", "water_probability_mean", "flooded_vegetation_probability_mean", "built_probability_mean" ] }