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data management

Wooden file cabinets. The photo is overlain by pale dots connected by thin lines.
Posted inAGU News

Your Databases Need a Reboot

by Caryl-Sue Micalizio 27 March 202327 March 2023

Scientists are reassessing dated data in the time of the Cloud.

A blue fishing boat in water near land.
Posted inNews

Machine Learning Helps Researchers Track Illegal Fishing

by Roberto González 1 March 20231 March 2023

Using machine learning, researchers found that nearly 20% of high seas fishing could be unauthorized.

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.

White outline of world continents against a black backdrop. Purple and yellow lines connect some points.
Posted inNews

Spurring Ocean Research with Open Data

by Robin Donovan 9 December 202210 December 2022

Ocean data abound, but accessing them is a challenge, making tackling climate change difficult. One nonprofit is trying to compile them.

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.

Posted inEditors' Vox

Analyzing Big Earth Data: Progress, Challenges, Opportunities

by Tiffany C. Vance, Thomas Huang and Christopher Lynnes 9 November 202230 October 2023

Big Earth data are accumulating at a rapid rate with challenges for understanding and using the data, but new tools and applications are enabling analysis and enhancing usability by policy makers.

Researcher Liezel Rudolph stands next to an unmarked signpost on Marion Island.
Posted inNews

Geospatial Database for the Prince Edward Islands

by Munyaradzi Makoni 9 November 202217 November 2022

South African scientists map uninhabited islands in the Southern Ocean.

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.

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.

Half of Jupiter’s moon Europa seen from space
Posted inResearch Spotlights

Zipping Up Data to Zap Them Back from an Icy Moon

Sarah Derouin, Science Writer by Sarah Derouin 19 October 20224 October 2023

NASA wants to send instruments to distant moons like Europa and Enceladus to search for life. But getting vital data back to Earth over limited bandwidth will take some impressive compression software.

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Research Spotlights

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Editors' Highlights

Successful Liquid Lake Conditions in a Cold Martian Paleoclimate

8 January 20268 January 2026
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Hydrothermal Circulation and Its Impact on the Earth System

3 December 20253 December 2025
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