################################################## THIS RESOURCE CONTAINS RESULTS FOR THE CASE WHEN 99.5 PERCETILE WAS USED AS UPPER LIMITS-OF-ACCEPTABILITY AND 5% OUTLIERS WERE ALLOWED ################################################## gauge_single.zip: Limits-of-acceptability for the four watersheds obtained in the gauged-single scenario gauge_2001_2010: Limits-of-acceptability for the four watersheds obtained in the gauged scenario ungauged.zip: Limits-of-acceptability for the four watersheds obtained in the ungauged scenario 04180500_1.zip: Part of teh results for the station USGS-04180500 04180000_1.zip: Part of teh results for the station USGS-04180000 LoA_analysis.zip: Model validation results (fraction of models satisfying LoA results) Eahc of these zip files contains several files. This data can be used to reproduce the results of the The data are available in text format and .mat format. The data in .mat formats can be accessed in python using h5py library. LoAs: This directory contains the LoAs for the four watersheds in the three scenarios Q001: 0.1 percentile Q005: 0.5 percentile Q025: 2.5 perentile Q050: 50th percentile Q975: 97.5th percentile Q995: 99.5th percentile Q999: 99.9th percentile LoA_analysis: This direcotry contains model validation results (fraction of models satisfying LoA results) 04180500_LOA_analysis: This mat file contains several variables as follows for the gauge 04180500: models_validated_gauged_full: fraction of timestep that satisfy LoAs for the entire hydrograph in gauged scenario for each of the 1-million models models_validated_gauged_pks: fraction of timestep that satisfy LoAs for the peaks in gauged scenario for each of the 1-million models models_validated_gauged_rec: fraction of timestep that satisfy LoAs for the recession period in gauged scenario for each of the 1-million models models_validated_gauged_rise: fraction of timestep that satisfy LoAs for the rising period in gauged scenario for each of the 1-million models models_validated_gaugedsin_full: fraction of timestep that satisfy LoAs for the entire hydrograph in gauged-single scenario for each of the 1-million models models_validated_gaugedsin_pks: fraction of timestep that satisfy LoAs for the peaks in gauged-single scenario for each of the 1-million models models_validated_gaugedsin_rec: fraction of timestep that satisfy LoAs for the recession period in gauged-single scenario for each of the 1-million models models_validated_gaugedsin_rise: fraction of timestep that satisfy LoAs for the rising period in gauged-singlerg5 scenario for each of the 1-million models models_validated_ungauged_full: fraction of timestep that satisfy LoAs for the entire hydrograph in ungauged scenario for each of the 1-million models models_validated_ungauged_pks: fraction of timestep that satisfy LoAs for the peaks in ungauged scenario for each of the 1-million models models_validated_ungauged_rec: fraction of timestep that satisfy LoAs for the recession period in ungauged scenario for each of the 1-million models models_validated_ungauged_rise: fraction of timestep that satisfy LoAs for the rising period in ungauged scenario for each of the 1-million models nse_cal: NSE values during calibration period nse_val: NSE values during validation period pk_locs: location of peaks recess_inds: indices of recession flows (in matlab syntax) rise_inds: indices of rising flow (in matlab syntax) ##################04180500_NSE_rejected: Contains nse values of rejetced models during calibration and validation (test) period 04180500_BFI_simulated_gauged: Simulated BFI values for the gauge 04180500 in gauged scenario (for behavioral models) 04180500_BFI_simulated_gauged_single: Simulated BFI values for the gauge 04180500 in gauged-single scenario (for behavioral models) 04180500_BFI_simulated_ungauged: Simulated BFI values for the gauge 04180500 in ungauged scenario (for behavioral models) 04180500_filtered_signatures_gauged_signature_based: Signature values for the gauge 04180500 for the behavioral models obtained after applying all the constraints, in gauged scenario 04180500_filtered_signatures_gauged_single_signature_based: Signature values for the gauge 04180500 for the behavioral models obtained after applying all the constraints, in gauged-single scenario 04180500_filtered_signatures_ungauged_signature_based: Signature values for the gauge 04180500 for the behavioral models obtained after applying all the constraints, in ungauged scenario 04180500_likelihoods_gauged: Likelihood values using different formulas in gauged scenario and score values (for this manuscript, the variable likelihood_1 is relevant, the likelihood values are recorded only for behavioral models obtained by applying LoA constraints) 04180500_likelihoods_gauged_single: Likelihood values using different formulas in gauged-single scenario and score values (for this manuscript, the variable likelihood_1 is relevant, the likelihood values are recorded only for behavioral models obtained by applying LoA constraints) 04180500_likelihoods_ungauged: Likelihood values using different formulas in ungauged scenario and score values (for this manuscript, the variable likelihood_1 is relevant, the likelihood values are recorded only for behavioral models obtained by applying LoA constraints) 04180500_LOA_plot_data_gauged_light: gauge 04180500, gauged scenario - contains indices of behavioral models (in matlab syntax) after applying LoA constraint, resst of the variables are self explanatory 04180500_LOA_plot_data_gauged_single_light: gauge 04180500, gauged-single scenario - contains indices of behavioral models (in matlab syntax) after applying LoA constraint, resst of the variables are self explanatory 04180500_LOA_plot_data_ungauged_light:gauge 04180500, ungauged scenario - contains indices of behavioral models (in matlab syntax) after applying LoA constraint, resst of the variables are self explanatory 04180500_observed_H: Observed value of Hurst exponent 04180500_predictive_uncertainty_gauged: Predictive uncertainty for the gauge 04180500 in gauged scenario after applying only LoA constraints 04180500_predictive_uncertainty_gauged_single: Predictive uncertainty for the gauge 04180500 in gauged-single scenario after applying only LoA constraints 04180500_predictive_uncertainty_ungauged: Predictive uncertainty for the gauge 04180500 in ungauged scenario after applying only LoA constraints 04180500_predictive_uncertainty_gauged_signature_based: Predictive uncertainty for the gauge 04180500 in gauged scenario after applying all the constraints 04180500_predictive_uncertainty_gauged_signature_based: Predictive uncertainty for the gauge 04180500 in gauged-single scenario after applying all the constraints 04180500_predictive_uncertainty_ungauged_signature_based: Predictive uncertainty for the gauge 04180500 in ungauged scenario after applying all the constraints 04180500_signature_spectral_gauged: Hurst exponent values for the behavioral models, obtained after applying LoA constrains alone, for the gauge 04180500 in gauged scenario 04180500_signature_spectral_gauged_single: Hurst exponent values for the behavioral models, obtained after applying LoA constrains alone, for the gauge 04180500 in gauged-single scenario 04180500_signature_spectral_ungauged: Hurst exponent values for the behavioral models, obtained after applying LoA constrains alone, for the gauge 04180500 in ungauged scenario 04180500_signatures_gauged: gauge 04180500, gauged scenario, contains FDC values, ACF values, NSE of FDC and ACF with respect to observed values, and values of observed and simulated LRC 04180500_signatures_gauged_single: gauge 04180500, gauged-single scenario, contains FDC values, ACF values, NSE of FDC and ACF with respect to observed values, and values of observed and simulated LRC 04180500_signatures_ungauged: gauge 04180500, ungauged scenario, contains FDC values, ACF values, NSE of FDC and ACF with respect to observed values, and values of observed and simulated LRC Other files in this directory are same as the files mentioned above, but for the other three gauges outlier_threshold_0.00: this directory contains all the results for case when 0% outliers were allowed