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Implementation of FAIR principles in the IPCC: the WGI AR6 Atlas repository

Journal Article · · Scientific Data
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  1. Univ. of Cantabria, Santander, Cantabria (Spain)
  2. International Centre for Theoretical Physics (ICTP), Trieste (Italy)
  3. Ouranos, Montréal, QC (Canada)
  4. Imperial College London (United Kingdom)
  5. European Commission, Petten (Netherlands). Joint Research Centre (JRC)
  6. Predictia Intelligent Data Solutions S.L., Santander (Spain)
  7. Monash Univ., Melbourne, VIC (Australia)
  8. Universidad Autónoma de Santo Domingo (Dominican Republic); Univ. of Tennessee, Knoxville, TN (United States)
  9. Princeton Univ., NJ (United States)
  10. Koninklijk Nederlands Meteorologisch Instituut (KNMI), De Bilt (Netherlands)
  11. Axion Data Science, Anchorage, AK (United States)
  12. Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, ACT (Australia)
  13. Univ. Paris-Saclay, Gif-sur-Yvette (France)
The Sixth Assessment Report (AR6) of the Intergovernmental Panel on Climate Change (IPCC) has adopted the FAIR Guiding Principles. We present the Atlas chapter of Working Group I (WGI) as a test case. We describe the application of the FAIR principles in the Atlas, the challenges faced during its implementation, and those that remain for the future. We introduce the open source repository resulting from this process, including coding (e.g., annotated Jupyter notebooks), data provenance, and some aggregated datasets used in some figures in the Atlas chapter and its interactive companion (the Interactive Atlas), open to scrutiny by the scientific community and the general public. We describe the informal pilot review conducted on this repository to gather recommendations that led to significant improvements. Finally, a working example illustrates the re-use of the repository resources to produce customized regional information, extending the Interactive Atlas products and running the code interactively in a web browser using Jupyter notebooks.
Research Organization:
US Department of Energy (USDOE), Washington, DC (United States). Program for Climate Model Diagnosis
Sponsoring Organization:
European Union Horizon 2020 Program; USDOE
OSTI ID:
2424337
Journal Information:
Scientific Data, Journal Name: Scientific Data Journal Issue: 1 Vol. 9; ISSN 2052-4463
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (29)

IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX South East Asia (SEA) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Antarctica (ANT) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Arctic (ARC) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Australasia (AUS) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX East Asia (EAS) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Central America (CAM) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX North America (NAM) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX South Asia (WAS) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Africa (AFR) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CORDEX Europe (EUR) dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CMIP5 dataset January 2022
IPCC-WGI AR6 Interactive Atlas Dataset: CMIP6 dataset January 2022
The R-based climate4R open framework for reproducible climate data access and post-processing journal January 2019
Facilitating the Reproducibility of Scientific Workflows with Execution Environment Specifications journal January 2017
Advancing FAIR Data in Earth, Space, and Environmental Science journal November 2018
Regional Climate Sensitivity of Climate Extremes in CMIP6 Versus CMIP5 Multimodel Ensembles journal September 2020
Causes of Higher Climate Sensitivity in CMIP6 Models journal January 2020
Reproducibility: Seek out stronger science journal September 2016
The FAIR Guiding Principles for scientific data management and stewardship journal March 2016
The European climate under a 2 °C global warming journal March 2014
The Earth System Grid: Enabling Access to Multimodel Climate Simulation Data journal February 2009
Binder 2.0 - Reproducible, interactive, sharable environments for science at scale conference January 2018
Jupyter Notebooks – a publishing format for reproducible computational workflows book January 2021
An update of IPCC climate reference regions for subcontinental analysis of climate model data: definition and aggregated datasets journal January 2020
Earth System Model Evaluation Tool (ESMValTool) v2.0 – an extended set of large-scale diagnostics for quasi-operational and comprehensive evaluation of Earth system models in CMIP journal January 2020
CDO User Guide text January 2019
The implementation of FAIR data principles in the IPCC AR6 assessment process text January 2022
CMIP6 Data Citation of Evolving Data journal June 2017
WFDE5 over land merged with ERA5 over the ocean (W5E5) dataset January 2019

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IPCC Working Group I Sixth Assessment Report Authors' Survey report January 2023

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