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Hybrid glacio-hydrological modeling of historical and future runoff in Western Patagonia

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Zenodo2025-10-16 更新2026-05-26 收录
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This dataset provides historical and future runoff data for 2,236 catchments in Western Patagonia, along with static catchment attributes. It accompanies the study "Hybrid glacio-hydrological modelling reveals contrasting runoff changes in Western Patagonia over the 21st century" by Aguayo et al. (2025). The dataset includes three files: 1. Basin_attributes.csv A tabular dataset where each row (with basin_id) represents one of the 2,236 catchments, and each column corresponds to a specific attribute. Detailed descriptions of each attribute are available in the Table S1 of Supplementary Material. 2. Basin_boundaries.gpkg A GeoPackage file containing the polygon boundaries of the 2,236 catchments in vector format. Each feature includes the corresponding basin_id, allowing for spatial linkage with other dataset components. 3. Q_historical.nc Contains historical daily runoff time series (2000-2019) for each catchment, based on historical climate conditions from PMET-sim (Aguayo et al., 2024). Provided in NetCDF format with dimensions: date, basin_id, and model. 4. Q_future.nc Provides daily runoff projections for 2022-2099 under multiple General Circulation Models (GCMs; n = 5) and Shared Socioeconomic Pathways (SSPs; n = 2). Stored in NetCDF format with dimensions: date, basin_id, model, gcm, and ssp. The runoff time series are based on different modeling approaches, including: hybrid models (LSTM+OGGM), pure deep learning models (LSTM), and process-based coupled glacio-hydrological models (TUWmodel+OGGM and GR4J+OGGM)

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Zenodo
创建时间:
2025-10-16
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