| { |
| "model_type": "FrontLSTM", |
| "input_size_sta": 49, |
| "input_size_dyn": 18, |
| "hidden_size": 512, |
| "output_size": 1, |
| "num_layers": 2, |
| "drop_prob": 0.1, |
| "static_features": [ |
| "elev_mean", |
| "slope_mean", |
| "ghi_area", |
| "dpsbar", |
| "freq_q_low", |
| "freq_q_high", |
| "p_mean", |
| "mean_anum_flow", |
| "bfi", |
| "runoff_ratio", |
| "p_mean_anum", |
| "q_mean", |
| "mean_swmn_flow", |
| "mean_atmn_flow", |
| "mean_wint_flow", |
| "mean_sumr_flow", |
| "high_prec_freq", |
| "low_prec_freq", |
| "max_high_prec_dur", |
| "max_low_prec_dur", |
| "aridity_p_pet", |
| "water_frac", |
| "trees_frac", |
| "flooded_veg_frac", |
| "crops_frac", |
| "built_area_frac", |
| "lai_mean", |
| "soil_depth", |
| "soil_awc_top", |
| "soil_awc_sub", |
| "soil_awsc_min", |
| "soil_awsc_max", |
| "sand_frac_top", |
| "sand_frac_sub", |
| "silt_frac_top", |
| "silt_frac_sub", |
| "clay_frac_top", |
| "clay_frac_sub", |
| "gravel_frac_top", |
| "gravel_frac_sub", |
| "bulkdense_top_mean", |
| "bulkdens_sub_mean", |
| "wtd", |
| "org_carb_sub_mean", |
| "org_carb_top_mean", |
| "geol_porosity", |
| "geol_permeability", |
| "total_storage", |
| "reservoir_index" |
| ], |
| "dynamic_features": [ |
| "prcp(mm/day)", |
| "tmax(C)", |
| "tmin(C)", |
| "tavg(C)", |
| "srad_lw(w/m2)", |
| "srad_sw(w/m2)", |
| "wind_u(m/s)", |
| "wind_v(m/s)", |
| "wind(m/s)", |
| "rel_hum(%)", |
| "pet_gleam(mm/day)", |
| "aet_gleam(mm/day)", |
| "evap_canopy(mm/day)", |
| "evap_surface(mm/day)", |
| "sm_lvl1(kg/m2)", |
| "sm_lvl2(kg/m2)", |
| "sm_lvl3(kg/m2)", |
| "sm_lvl4(kg/m2)" |
| ], |
| "test_rmse": 361.0433044433594, |
| "test_mae": 100.75887298583984, |
| "test_r2": 0.6568179124833937 |
| } |
