Table 3 Description of the CLM5 hydrological datasets.
Main Folder | File Naming Convention & Description | Data Description* |
|---|---|---|
1500_ensemble_parameters.csv Description of 1,500 parameter sets | Data Dimension: 1,501 (R) × 16 (C). C1: Parameter set ID; C2‒C16: 15 hydrological parameters in the same order as listed in Table 1 | |
Features_CAMELS_basins.csv Feature values of 464 CAMELS basins used for clustering | Data Dimension: 465 (R) × 27 (C). C1: Number; C2: Basin ID; C3: Latitude; C4: Longitude; C5: Cluster ID; C6‒C27: 22 feature as listed in Supplementary Table 1 | |
Features_CONUS_cells.csv Feature values of 50,629 1/8° grid cells over the CONUS | Data Dimension: 50,630 (R) × 26 (C). C1: Number; C2: Latitude; C3: Longitude; C4: Cluster ID; C5‒C26: 22 feature as listed in Supplementary Table 1 | |
[Met]_forcing/e.g., NLDAS2_forcing/ | Parameter_id.csv ~1,300 parameter set ID that successfully finish CLM5 runs for all 464 basins | Data Dimension: ~1,300 (R) × 1 (C). C1: Successful parameter set ID, consistent with the 1500_ensemble_parameters.csv |
[Met]_forcing/Flow_series_default_parameter | Daily streamflow (in m3/s) time series of CLM5 simulations from 2005‒2014 using default parameters (extracted from the netcdf files) for 464 CAMELS basins | |
[basin ID_daily].csv e.g., 01030500_daily.csv | Data Dimension: 3,651 (R) × 5 (C). C1‒C3: dates (year, month, day); C4: CLM5 flow; C5: observed flow from CAMELS datasets | |
[Met]_forcing/Flow_series_ensemble_parameter | Ensemble daily streamflow (in m3/s) time series of CLM5 simulations from 2005‒2014 using ~1,300 parameter sets (extracted from the netcdf files) for 464 CAMELS basins | |
[basin ID_daily_ensemble].csv e.g., 01030500_daily_ensemble.csv | Data Dimension: 3,651 (R) × ~1,300 (C). C1‒C~1300: CLM5 daily flow using the ensemble parameters. Consecutive number is used in the column which is associated with parameter ID in Parameter_id.csv | |
[Met]_forcing/Flow_ET_metrics | 28 error metric values for the default parameter run and ~1,300 ensemble parameter runs for the 464 CAMELS basins. Units are shown in the CLM5_default_parameter_28_metrics.csv | |
CLM5_default_parameter_28_metrics.csv | Data Dimension: 465 (R) × 33 (C). C1: Number; C2: Basin ID; C3: Latitude; C4: Longitude; C5: Cluster ID; C6‒C33: values of 28 error metrics as listed in Table 2 | |
[CLM5_ensemble_metric].csv e.g., CLM5_ensemble_daily_KGE.csv | Data Dimension: 465 (R) × ~1,300 (C). C1: Basin ID; C2: Latitude; C3: Longitude; C4: Cluster ID; C5‒C~1300: error metric values for ensemble parameters. Consecutive number is used in the column which is associated with parameter ID in Parameter_id.csv | |
[Met]_forcing/Sensitivity_scores | Normalized sensitivity score [0‒1] using the Delta moment-independent method for 28 error metrics at 464 CAMELS basins | |
[delta_metric].csv e.g., delta_daily_KGE.csv | Data Dimension: 465 (R) × 19 (C). C1: Basin ID; C2: Latitude; C3: Longitude; C4: Cluster ID; C5‒C19: Normalized sensitivity score for 15 hydrological parameters in the same order as listed in Table 1 | |
