Improving Model Representation of Western US Water Resources Using Machine Learning 10 March 2023

Improving Model Representation of Western US Water Resources Using Machine Learning

To improve water management in the mountainous western US, COM-supported research presents a hybrid model approach to improve simulations of western water flow using both traditional and machine learning methods.

Using Machine Learning to Improve Atmospheric Black Carbon Prediction 26 August 2022

Using Machine Learning to Improve Atmospheric Black Carbon Prediction

Researchers funded by AC4 advance modeling and prediction of black carbon using machine learning techniques.

Improved and Expanded Global Ocean Carbon Product Using Machine Learning 15 July 2022

Improved and Expanded Global Ocean Carbon Product Using Machine Learning

Expanded record of air-sea CO2 fluxes created using machine learning techniques improves our ability to model annual changes in the ocean carbon sink.

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Americans’ health, security and economic wellbeing are tied to climate and weather. Every day, we see communities grappling with environmental challenges due to unusual or extreme events related to climate and weather.