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This study introduces the latest NASA Earth Exchange Global Daily Downscaled Projections dataset, NEX-GDDP-CMIP6, which enhances the spatial resolution compared to conventional CMIP6 models, thereby offering new potentials for high-resolution climate modeling. Using this advanced dataset, we conducted a...
Repository files navigation README License virtualize-nex-gddp-cmip6 Create virtual Zarr store for NASA NEX-GDDP-CMIP6 using VirtualiZarr Repository initiated with fpgmaas/cookiecutter-uv.About No description, website, or topics provided. Resources Readme License View license Activity Custom pro...
The NEX-GDDP-CMIP6 GCMs and their MME also exhibited a stronger spatial pattern with higher correlation coefficients, lower mean bias and root mean square error recorded, than in the CMIP6 GCMs. The differences and improvements exhibited by the NEX-GDDP-CMIP6 GCMs, highlight the significance ...
The goal of cmip6 is to provide a straightforward way to download the NASA NEX-GDDP-CMIP6 downscaled climate projection data, either globally or by specifying an area of interest (aoi). Data are downloaded either from the NCCS THREDDS Data Catalog if an aoi is specified (using the NetCDF...
NEX-GDDPextreme precipitationassessmentthe Huai River BasinThis study aimed to assess the performance of 35 global climate models included in NEX-GDDP-CMIP6, derived from downscaling CMIP6 data to high spatial (25 km) and temporal (daily) resolutions, in reproducing extreme precipi...
This paper evaluates the NASA Earth Exchange Global Daily Downscaled Projections' (NEX-GDDP) CMIP6 models' performance in simulating extreme climate indices across China and its eight subregions for the period 2081–2100 under SSP1-2.6, SSP2-4.5 and SSP5-8.5 scenarios. The models effectively rep...
They reduce the biases of PTOT and simple daily intensity (SDII) compared to CMIP6 models. Regionally, they enhance PTOT accuracy along southern coasts and in Yunnan, better captures very heavy precipitation days (R20) in the Southwest region, max 5-day precipitation (RX5D) in North China ...
Global climate models (GCMs) are used to assess historical, current, and future climate change worldwide, including Pakistan. The NASA Earth Exchange Downscaled Projections Coupled Model Intercomparison Project Phase 6 (NEX-GDDP-CMIP6) provides detailed spatiotemporal climate data. This study evaluates...
The study utilizes the NEX-GDDP-CMIP6 climate model dataset and daily value dataset (V3.0) from China's national surface weather stations to investigate temporal and spatial changes in the extreme precipitation indices from 1960 to 2014 and future projections. At the same time, this study adopts...