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physics.ao-ph2021
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks
Alexis Ayala, Christopher Drazic, Brian Hutchinson +2
Climate models encapsulate our best understanding of the Earth system, allowing research to be conducted on its future under alternative assumptions of how human-driven climate for…
physics.ao-ph2020
Detecting climate teleconnections with Granger causality
Filipi N Silva, Didier A. Vega-Oliveros, Xiaoran Yan +5
Climate system teleconnections are crucial for improving climate predictability, but difficult to quantify. Standard approaches to identify teleconnections are often based on corre…