Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)(ESSD/GMD inter-journal SI)
Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)(ESSD/GMD inter-journal SI)
Editor(s): GMD topical editors | Coordinator: Peter Düben Special issue jointly organized between Earth System Science Data and Geoscientific Model Development More information

Download citations of all papers

02 Jun 2021
Sensitivity analysis of a data-driven model of ocean temperature
Rachel Furner, Peter Haynes, Dave Munday, Brooks Paige, Daniel C. Jones, and Emily Shuckburgh
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2021-132,https://doi.org/10.5194/gmd-2021-132, 2021
Revised manuscript under review for GMD (discussion: final response, 9 comments)
Short summary
24 Jun 2021
AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Clara Betancourt, Timo Stomberg, Ribana Roscher, Martin G. Schultz, and Scarlet Stadtler
Earth Syst. Sci. Data, 13, 3013–3033, https://doi.org/10.5194/essd-13-3013-2021,https://doi.org/10.5194/essd-13-3013-2021, 2021
Short summary
CC BY 4.0