AI for Extreme Volcanic Climate Forcing and Feedback Forecasting in the 21st century
Focal Areas: Our paradigm-shifting framework will apply machine learning and perform physical analysis of contemporary volcanoes to develop sound forecasts of extreme eruptions in the 21st century and their abrupt drying and cooling impacts on the warming climate. We will also bridge climate data dr...
Main Authors: | , , , , , , , |
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Language: | unknown |
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2022
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Subjects: | |
Online Access: | http://www.osti.gov/servlets/purl/1769659 https://www.osti.gov/biblio/1769659 https://doi.org/10.2172/1769659 |
Summary: | Focal Areas: Our paradigm-shifting framework will apply machine learning and perform physical analysis of contemporary volcanoes to develop sound forecasts of extreme eruptions in the 21st century and their abrupt drying and cooling impacts on the warming climate. We will also bridge climate data driven regression models and earth system model output to trace teleconnections that exacerbate regional impacts such as Arctic amplification and western US droughts. |
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