NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) Dataset for Machine Learning
Install DagsHub:
pip install dagshubTo stream this data directly on DagsHub
from dagshub.streaming import DagsHubFilesystem
fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/nex-gddp-cmip6-dataset")
fs.listdir("s3://nex-gddp-cmip6")Description
The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four “Tier 1” greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions.
Additional information
Documentation
Update frequency
No future updates planned.
Managed by
License
As noted in the metadata of each file, the NEX-GDDP-CMIP6 archive was
initially made available through a CC-BY-SA 4.0,
as required by the standard data license of the original CMIP6 data.
In June 2022, the CMIP6 community updated their underlying licenses
https://wcrp-cmip.github.io/CMIP6_CVs/docs/CMIP6_source_id_licenses.html, thereby allowing the
NEX-GDDP-CMIP6 data license to also be updated. As of September 2022, all NEX-GDDP-CMIP6
outputs are made available under a blanket Creative Commons Zero license (CC0) license.
