遇见数据集

China 10 km super-resolution daily climate projections with potential evapotranspiration estimates (2015-2100) (SRCPCN10)

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Zenodo2026-02-09 更新2026-05-26 收录
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Overview: This dataset provides daily high-resolution (10 km) climate projections and potential evapotranspiration (PET) estimates (SRCPCN10) over China for 2015–2100. It includes downscaled outputs for nine climate variables (tas, tasmax, tasmin, pr, ps, hurs, rsds, rlds, sfcWind) and PET under four SSP scenarios (SSP126, SSP245, SSP370, SSP585), based on five bias-corrected CMIP6 models. Downscaling was performed using a deep residual channel attention network (RCAN), achieving R²/KGE > 0.99 for temperature, radiation, and pressure variables, and validated against ERA5-Land. Data are organized by model, scenario, variable, and year in NetCDF format. Use this dataset for regional climate risk assessment, hydrological modeling, agricultural impact studies, and renewable energy planning in China.

创建时间:
2026-02-09
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