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machine learning & AI

Une nouvelle étude a pu déterminer l’origine d’arbres abattus illégalement dans des régions comme le Kalimantan central à Bornéo, en Indonésie.
Posted inNews

Établir une carte d’identité du bois pour freiner la déforestation illégale

Rishika Pardikar, Science Writer by Rishika Pardikar 22 August 202322 August 2023

Des chercheurs ont créé un nouvel outil d’analyse pour améliorer la traçabilité du bois qui pourrait permettre d’appliquer la législation de l’Union européenne visant à lutter contre la déforestation.

Photo taken from a helicopter of a broken road in a desert landscape
Posted inNews

Global Earthquake Analysis Seeks Elusive Foreshock Signal

by Nathaniel Scharping 15 August 202315 August 2023

Spotting foreshocks for what they are could help seismologists forecast large earthquakes.

A close-up image of the Moon showing a single large crater surrounded by a field of smaller craters
Posted inResearch Spotlights

Decrypting Lunar Craters Quickly and Easily

by Saima May Sidik 14 July 202314 July 2023

Machine learning can reveal the stories written in the marks on the Moon.

Photo of fog-filled tropical forest
Posted inNews

Fingerprinting Wood to Curb Illegal Deforestation

Rishika Pardikar, Science Writer by Rishika Pardikar 21 June 202322 August 2023

Researchers developed a new forensic tool for tracing the origins of timber that could enable enforcement of antideforestation legislation in the European Union.

Red liquid falls through the sky in a line behind a flying plane and partially covers trees in a dense forest
Posted inNews

Where Does Fire Retardant Fall in a Forest? Ask a Satellite

by Jenessa Duncombe 16 June 202316 June 2023

Knowing where fire retardant lands once it’s dropped from a plane is hard to pin down. A new remote sensing approach offers clues.

A beaver dam made of numerous small branches sits in a small pond, with mountains in the distance.
Posted inResearch Spotlights

Mapping Beaver Dams with Machine Learning

Sarah Derouin, Science Writer by Sarah Derouin 15 June 202315 June 2023

A new model deploys a neural network to spot beavers’ engineering exploits in aerial and satellite imagery, an approach that should aid studies of ecosystem and landscape change.

Map and graphs from the paper.
Posted inEditors' Highlights

Machine Learning Helps Constrain the Thickness of Ancient Crust

by Emily Chin 1 June 202331 May 2023

A machine learning model trained using data on the chemical composition of magmatic rocks yields comparable, if not better, results to previously developed geochemical proxies.

Green grape plants grow in neat rows on light brown soil. Interspersed trees and buildings line the background.
Posted inNews

New Forecasting Tool Could Help Indian Farmers Plan Irrigation

Rishika Pardikar, Science Writer by Rishika Pardikar 18 May 202318 May 2023

Tropical weather is unpredictable, but a new tool could help farmers get a better grasp on it.

Diagram from the paper.
Posted inEditors' Highlights

Inductive Approach Reveals Controls on Dissolved Organic Carbon

by Adam S. Ward 5 May 20235 May 2023

Machine learning leverages large data sets to reveal hidden patterns explaining when, where, and why dissolved organic carbon moves from hillslopes to streams.

在一个体育场馆内搭建的临时医院里,病人躺在一排排的病床上。
Posted inResearch Spotlights

COVID-19让你感觉不舒服?也许是天气的问题

by Saima May Sidik 2 May 20232 May 2023

高湿和低温改变了COVID-19在巴西的传播,但影响不大。

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Features from AGU Publications

Research Spotlights

Early Apes Evolved in Tropical Forests Disturbed by Fires and Volcanoes

12 June 202511 June 2025
Editors' Highlights

Coverage Factors Affect Urban CO2 Monitoring from Space

12 June 202512 June 2025
Editors' Vox

Rising Concerns of Climate Extremes and Land Subsidence Impacts

9 June 20254 June 2025
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