AI for Extreme Volcanic Climate Forcing and Feedback Forecasting in the 21st century
Our paradigm-shifting framework will apply machine learning and perform physical analysis of contemporary volcanoes to develop sound forecasts of extreme eruptions in the 21stcentury and their abrupt drying and cooling impacts on the warming climate. We will also bridge climate data driven regressio...
Main Authors: | , , , , , , , |
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Language: | unknown |
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2021
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Subjects: | |
Online Access: | http://www.osti.gov/servlets/purl/1765859 https://www.osti.gov/biblio/1765859 https://doi.org/10.2172/1765859 |
Summary: | Our paradigm-shifting framework will apply machine learning and perform physical analysis of contemporary volcanoes to develop sound forecasts of extreme eruptions in the 21stcentury 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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