Loading [MathJax]/jax/output/HTML-CSS/fonts/TeX/fontdata.js
Articles | Volume 13, issue 3
https://doi.org/10.5194/esd-13-1289-2022
https://doi.org/10.5194/esd-13-1289-2022
Research article
 | 
06 Sep 2022
Research article |  | 06 Sep 2022

Combining machine learning and SMILEs to classify, better understand, and project changes in ENSO events

Nicola Maher, Thibault P. Tabarin, and Sebastian Milinski

Data sets

Multi-Model Large Ensemble Archive NCAR/UCAR https://www.cesm.ucar.edu/projects/community-projects/MMLEA/

Gridded Climate Data NOAA Physical Sciences Laboratory https://www.psl.noaa.gov/data/gridded/

Model code and software

nicolamaher/classification: ENSO ML Classification - Maher, Tabarin, Milinski 2022 (v1.1.0) Maher, N. https://doi.org/10.5281/zenodo.7032576

Download
Short summary
El Niño events occur as two broad types: eastern Pacific (EP) and central Pacific (CP). EP and...
Share
Altmetrics
Final-revised paper
Preprint