no code implementations • 23 May 2023 • Qidong Yang, Alex Hernandez-Garcia, Paula Harder, Venkatesh Ramesh, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick
In this work, we propose a downscaling method based on the Fourier neural operator.
no code implementations • 25 Oct 2022 • Juan Nathaniel, Levente J. Klein, Campbell D. Watson, Gabrielle Nyirjesy, Conrad M. Albrecht
Furthermore, models that learn from SIF-based GPP in addition to radar and optical imagery reduce validation RMSE by almost 10% and the standard deviation by 40%.
no code implementations • 10 Dec 2021 • Ken C. L. Wong, Hongzhi Wang, Etienne E. Vos, Bianca Zadrozny, Campbell D. Watson, Tanveer Syeda-Mahmood
Global warming leads to the increase in frequency and intensity of climate extremes that cause tremendous loss of lives and property.
no code implementations • 5 Feb 2021 • Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dario Oliveira, Eduardo Rodrigues, Jorge Guevara
Extreme weather events have an enormous impact on society and are expected to become more frequent and severe with climate change.