Articles | Volume 7, issue 3
https://doi.org/10.5194/esurf-7-663-2019
https://doi.org/10.5194/esurf-7-663-2019
Research article
 | 
22 Jul 2019
Research article |  | 22 Jul 2019

Detection and explanation of spatiotemporal patterns in Late Cenozoic palaeoclimate change relevant to Earth surface processes

Sebastian G. Mutz and Todd A. Ehlers

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Short summary
We apply machine learning techniques to quantify and explain differences between recent palaeoclimates with regards to factors that are important in shaping the Earth's surface. We find that changes in ice cover, near-surface air temperature and rainfall duration create the most distinct differences. We also identify regions particularly prone to changes in rainfall and temperature-controlled erosion, which will help with the interpretation of erosion rates and geological archives.