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data management

Graph, based on a dataset of paleomagnetic data from a Swedish lake binned in 150-year intervals, showing the classical uncertainty measure plotted against the new proposed uncertainty measure that takes propagated measurement uncertainty into account.
Posted inEditors' Highlights

Uncertainty Propagation in Paleomagnetic Data Quantified

by Mark J. Dekkers 29 July 202030 September 2022

In classic paleomagnetic data processing uncertainties are calculated at a single level only, but there is now a more lucid way to include error propagation.

A home severely damaged by a tornado
Posted inOpinions

Weathering Environmental Change Through Advances in AI

by Amy McGovern, A. Bostrom, I. Ebert-Uphoff, R. He, C. Thorncroft, P. Tissot, S. Boukabara, J. Demuth, D. J. Gagne II, J. Hickey and J. K. Williams 28 July 202022 November 2021

Developing trustworthy artificial intelligence for weather and ocean forecasting, as well as for long-term environmental sustainability, requires integrating collaborative efforts from many sources.

An abstract illustration showing many points of data being sorted along streams.
Posted inAGU News

The Rise of Machine Learning

Heather Goss, AGU Publisher by Heather Goss 28 July 202019 October 2022

Our August issue explores the way we process, analyze, and clearly present the massive amounts of information collected by scientists today.

Preliminary concept for the Interstellar Probe spacecraft
Posted inFeatures

Preparing for a Handoff

Damond Benningfield, Science Writer by Damond Benningfield 9 July 20205 October 2021

Scientists with Interstellar Probe, a proposed 50-year flight to interstellar space, are pondering how to plan and carry out a multigenerational mission.

A flooded home in Braithwaite, La., after Hurricane Isaac in 2012
Posted inOpinions

Do You Know Your Home’s Flood Risk?

by E. J. Kearns, M. Amodeo and J. Porter 29 June 20209 March 2023

Search for your address in this new database and get an easy to understand indicator of the potential for flooding now and over the next several decades as climate change alters our environment.

Satellite image with modeling of extreme weather
Posted inNews

Teaching Machines to Detect Climate Extremes

Javier Barbuzano, Science Writer by Javier Barbuzano 17 June 202030 January 2024

Artificial intelligence can be used to analyze massive amounts of data from climate simulations, but more training data are needed.

A swarm of locusts descends on the lush vegetation of Samburu National Reserve in Kenya
Posted inNews

Hackathon Participants Solve Global Problems—from Home

JoAnna Wendel, freelance science writer and illustrator by JoAnna Wendel 12 June 202031 October 2022

More than 200 participants from 38 countries joined the virtual INSPIRE Hackathon to solve problems in food security, transportation, and more.

Artificial neuron with binary code radiating outward from the cell body
Posted inNews

The Future of Big Data May Lie in Tiny Magnets

Richard Sima, freelance science writer by Richard J. Sima 2 June 202025 March 2022

New research in the field of neuromorphic computing uses tiny magnets and their magnetic fields to optimize computing algorithms.

A lot of woodworking tools hang from pegboard
Posted inScience Updates

Creating Data Tool Kits That Everyone Can Use

by Z. Liu, Vasco Mantas, J. Wei, M. Jin and David Meyer 11 May 202029 September 2021

Earth scientists outline challenges to making the growing wealth of available data more accessible and to using data services for interdisciplinary research and applications.

World map showing distribution of SEAfloor FLuid Expulsion Anomalies (SEAFLEASs)
Posted inEditors' Highlights

A New Global Map of Seafloor Fluid Expulsion Anomalies

by Claudio Faccenna 20 April 202023 January 2023

The first open-source database of SEAfloor FLuid Expulsion Anomalies (SEAFLEASs) at a global scale reveals their distribution and physical parameters.

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Over a dark blue-green square appear the words Special Report: The State of the Science 1 Year On.

Features from AGU Publications

Research Spotlights

A Long-Term Look Beneath an Antarctic Ice Shelf

6 March 20269 March 2026
Editors' Highlights

Slow Atmospheric Circulations Shape Storm Tracks and Wave-Breaking Patterns

11 March 202611 March 2026
Editors' Vox

How Radar Reveals the Hidden Fabric of Ice Sheets

9 March 20269 March 2026
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