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machine learning & AI

A cloudy sky above a landscape of evergreens and trees lacking any leaves, a cascade of beaver ponds cuts through the forest. On the right side of one of the ponds, a moose stands with its head down, reflected in the water.
Posted inNews

Scientists EEAGER-ly Track Beavers Across Western United States

by Alka Tripathy-Lang 3 January 20233 January 2023

Efficiently tracking nature’s engineers—beavers—at the scale of entire watersheds over time is now possible, thanks to a new artificial intelligence–trained model called EEAGER.

Diagrams from the paper showing monitoring locations.
Posted inEditors' Highlights

Using Big Data for Monitoring Network Design and Beyond

by Stefan Kollet 5 December 202229 November 2022

Large data sets can be generated using deep learning to improve the design of observation networks for monitoring subsurface flow and transport.

A GPS sensor sits atop the edge of a rocky cliff overlooking a steep slope down to water in the distance.
Posted inResearch Spotlights

Enhancing Earthquake Detection from Orbit

Sarah Stanley, Science Writer by Sarah Stanley 2 December 20222 December 2022

A new application of machine learning boosts scientists’ ability to use data from satellite navigation systems to detect and warn of earthquakes.

3D rendering of Earth
Posted inFeatures

Are We Entering The Golden Age Of Climate Modeling?

Mark Betancourt, Freelance Journalist by Mark Betancourt 21 November 202227 March 2023

Thanks to the advent of exascale computing, local climate forecasts may soon be a reality. And they’re not just for scientists anymore.

Image of a Coronal Mass Ejection traveling towards Earth.
Posted inEditors' Vox

Machine Learning Helps to Solve Problems in Heliophysics

by Enrico Camporeale, Veronique Delouille, Thomas Berger and Sophie Murray 3 November 20222 November 2022

A new special collection invites papers pertaining to the use of machine learning techniques in all sub-fields of heliophysics.

World map
Posted inEditors' Highlights

Machine Learning Looks Anew at Isotope Ratios in Oceanic Basalts

by Paul Asimow 25 October 202224 October 2022

While past attempts to define isotopic endmembers and assign them a geodynamic significance ended in controversy, a machine-learning clustering algorithm offers a solution to this classical problem.

Diagram of experiment design.
Posted inEditors' Highlights

Deep Learning for Hydrologic Projections Under Climate Change

by Stefan Kollet 24 October 202219 October 2022

Extrapolation or not? Big data may help deep learning to go places where it has not been before by transferring learned hydrologic relationships.

Abstract illustration of Earth made of bright points of light and flowing lines on a dark background
Posted inFeatures

How Quantum Computing Can Tackle Climate and Energy Challenges

by Annarita Giani and Zachary Goff-Eldredge 21 October 20221 June 2023

The day is coming when quantum computers, once the stuff of science fiction, will help scientists solve complex, real-world problems that are proving intractable to classical computing.

Aerial photograph showing melt ponds in a raft of sea ice. The shadow of the airplane is cast over the ice.
Posted inNews

Satellites Get First Full-Year View of Arctic Sea Ice Thickness

by Erin Martin-Jones 20 October 202222 March 2023

The AI-based monitoring method may unlock data that could improve shipping safety and climate predictions.

Satellite image of clouds and ship tracks in the Pacific Ocean south of Alaska
Posted inNews

Tracking Climate Through Ship Exhaust

by Humberto Basilio 27 September 202218 October 2022

International regulations have reduced aerosol pollutants released from ships. Now, researchers want to use ship tracks to better understand the ambiguous effects that cleaner air has on climate.

Posts pagination

Newer posts 1 … 7 8 9 10 11 … 19 Older posts
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Features from AGU Publications

Research Spotlights

Machine Learning Simulates 1,000 Years of Climate

27 August 202527 August 2025
Editors' Highlights

As Simple as Possible: The Importance of Idealized Climate Models

28 August 202526 August 2025
Editors' Vox

Waterworks on Tree Stems: The Wonders of Stemflow

21 August 202520 August 2025
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