Data to "Harnessing model ensembles to assess uncertainty and prospective characterization factors for AWARE2.0"

This repository contains the datasets corresponding to "Harnessing model ensembles to assess uncertainty and prospective characterization factors for AWARE2.0", submitted to the International Journal of Life Cycle Assessment. Until publication of the article and the corresponding update of the readme files, all data provided here must be considered as preliminary. The files are organized into two groups, data linked to stochastic AWARE2.0 (Files with the prefix "UNC_") and data linked to prospective AWARE2.0 (prefix "PRO_"). Data related to stochastic AWARE2.0: UNC_ensemble_data_for_input_uncertainty.xlsx the data used to generate uncertainty parametrizations for AWARE2.0's discharge-related input variables UNC_input_uncertainty_parametrization_stats_arrays.xlsx the uncertainty parametrization used for stochastic AWARE2.0's input variables UNC_Monte_Carlo_results.zip CF, AMD, HWC and AMDworld_avg values of the 5000 Monte Carlo simulation iterations UNC_CF_uncertainty_distribution_functions.xlsx the uncertainty distributions of stochastic AWARE2.0, expressed as parametric uncertainty distribution functions Data related to prospective AWARE2.0: PRO_climateprospective_ensemblemeans.zip The ensemble mean ActAvail and ensemble mean CFs of the 1GHM and 3GHM climate-prospective ensembles. Spatiotemporally aggregated CFs of the 1GHM ensemble (ecoinvent, GLAM). Basin-level weighting factors for the 1GHM ensemble. PRO_fullyprospective_ensemblemeans.zip The ensemble mean ActAvail and ensemble mean CFs of the fully prospectie ensemble. Spatiotemporally aggregated CFs (ecoinvent, GLAM). Basin-level weighting factors. PRO_CF_climateprospective_modelspecific_basin_2019_2099.zip CFs, separately calculated from each model combination of the climate-prospective ensemble. PRO_CF_fullyprospective_modelspecific_basin_2019_2049.zip CFs, separately calculated from each model combination of the fully prospective ensemble. PRO_ActAvail_climateprospective_modelspecific_basin_2019_2099.zip ActAvail, used to calculate the model-specific CFs of the climate-prospective ensemble PRO_ActAvail_fullyprospective_modelspecific_basin_2019_2049.zip ActAvail, used to calculate the model-specific CFs of the fully prospective ensemble Notes and caveats The file naming structure in the readme file of UNC_Monte_Carlo_results.zip differs from the actual file names (CSVs start with "Monte_Carlo_results", not "uncertainty_iteration_results"). This will be corrected in a follow-up version of this dataset.