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Journal of Geophysical Research: Machine Learning and Computation

Satellite image of clouds.
Posted inEditors' Highlights

Machine Learning Provides a New Perspective of Low-level Clouds

by Doris Folini 28 March 202527 March 2025

Low-level clouds over the oceans, extensively studied for their role in climate change, are re-examined from a new perspective that applies machine learning to radar observations.

5 AGU journal covers in front of a sunrise.
Posted inEditors' Vox

Announcing New AGU Journal Editors-in-Chief Starting in 2025

by AGU Publications 14 November 202413 November 2024

AGU is excited to welcome new Editors-in-Chief for five of our journals in 2025.

A satellite image of four tropical cyclones with pinwheel shapes forming in the Pacific Ocean
Posted inResearch Spotlights

Physics Meets Machine Learning for Better Cyclone Predictions

Sarah Derouin, Science Writer by Sarah Derouin 20 August 202420 August 2024

A new hybrid modeling approach combines physics-based and machine learning models to extend—and improve—path and intensity predictions of tropical cyclones.

Aerial view from above Earth showing Scandinavia at night. Green aurora above the northern Baltic Sea.
Posted inEditors' Vox

JGR: Machine Learning and Computation is Open for Submissions

by Matt Giampoala 7 December 20237 December 2023

The founding Editor-in-Chief discusses how AGU’s newest journal will capture critical advancements of the techniques moving scientific discovery forward.

Image of the seven journal covers.
Posted inEditors' Vox

Announcing New AGU Journal Editors-in-Chief Starting in 2024

by Matt Giampoala and Carol Frost 9 November 202315 November 2023

AGU is excited to welcome new Editors-in-Chief for seven of our journals in 2024, including the founding Editor of JGR: Machine Learning and Computation.

A view of a Washington, D.C., skyline from the Potomac River at night. The Lincoln Memorial (at left) and the Washington Monument (at right) are lit against a purple sky. Over the water of the Potomac appear the text “#AGU24 coverage from Eos.”

Features from AGU Publications

Research Spotlights

New Global River Map Is the First to Include River Bifurcations and Canals

15 May 202514 May 2025
Editors' Highlights

Old Forests in a New Climate

15 May 202514 May 2025
Editors' Vox

Decoding Crop Evapotranspiration

6 May 20256 May 2025
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