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Modeling

Illustration of a computer screen with mountains and a river.
Posted inEditors' Vox

Advancing AI and Machine Learning Beyond Predictive Capabilities

by Dipankar Dwivedi, Xingyuan Chen, Chaopeng Shen and Harihar Rajaram 1 November 202331 October 2023

A new cross-journal special collection invites contributions that unlock the next frontier in hydrology and Earth sciences through artificial intelligence and machine learning.

Photo of the Aurora Borealis in Iceland
Posted inEditors' Vox

Foundations in Data Analysis for Undergraduate STEM Students

by Michael W. Liemohn 31 October 202330 October 2023

A new textbook serves as an initial course in scientific data analysis and hypothesis testing designed for students in all science, technology, engineering, and mathematics disciplines.

A stylized illustration shows rain falling from a tall storm cloud over part of the ocean surface in the left of the image, and the sun shining on the right side of the image.
Posted inFeatures

Patterns of Surface Warming Matter for Climate Sensitivity

by Maria Rugenstein, Mark Zelinka, Kristopher B. Karnauskas, Paulo Ceppi and Timothy Andrews 31 October 202331 October 2023

Location, location, location. Surface temperature patterns play a fundamental role in Earth’s energy budget.

Brown dust darkens large areas of snow.
Posted inNews

Dust Is Melting Snow—And Current Models Can’t Keep Up

by Kara West 25 October 20231 May 2024

Mountain snowpack melts quicker when coated in dust. This cyclical problem is forcing water forecasts to evolve.

Diagrams from the paper.
Posted inEditors' Highlights

New Aerosol Model Better Represents Black Carbon Properties

by Jiwen Fan 20 October 202320 October 2023

An improved representation for black carbon microphysical and optical properties alleviates overestimations of aerosol absorption efficiency in global climate models.

View from window obscured by raindrops
Posted inNews

Rainfall from Tropical Storms Might Be on the Downswing

Katherine Kornei, Science Writer by Katherine Kornei 20 October 202320 October 2023

Two decades’ worth of satellite data suggest that the rainfall rates of tropical cyclones might be decreasing relative to background levels.

Photo of a clam with close up images below.
Posted inEditors' Highlights

Ultra-High-Resolution Age Model in Clams Yields Daily Paleo-Data

by Branwen Williams 18 October 202317 October 2023

Using geochemical techniques, scientists identify daily cycles in fossilized giant clams, which permits climate reconstructions at the weather timescale.

Plastic bottles and other pieces of trash float in blue water.
Posted inNews

A New Census of Plastic Debris Entering the Ocean

Katherine Kornei, Science Writer by Katherine Kornei 11 October 202311 October 2023

On the basis of thousands of measurements of plastic pollution spotted near coastlines and at sea, researchers estimate that roughly 500 million kilograms of plastic debris is entering the world’s oceans each year.

Two world maps with colors representing the experiments.
Posted inEditors' Highlights

Warming Reduces Relative Humidity Through Soil Moisture 

by Guiling Wang 10 October 202310 October 2023

Relative humidity over land decreases in a warmer climate as a result of interactive soil moisture response.

Photo of the snow-covered Rocky Mountains
Posted inEditors' Highlights

Meteorological Uncertainty Shapes Global Hydrological Modeling

by Luis Samaniego 6 October 202311 October 2023

A new study examines the effects of spatiotemporal precipitation uncertainty on key hydrologic processes, including runoff and soil moisture, in a comprehensive sample of 289 cryosphere regions.

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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

Making a Map to Make a Difference

11 February 202611 February 2026
Editors' Highlights

Models Reveal Imprint of Tectonics and Climate on Alluvial Terraces

17 February 202617 February 2026
Editors' Vox

A Double-Edged Sword: The Global Oxychlorine Cycle on Mars

10 February 202610 February 2026
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