Geophysical Research Letters VOL.51 ISSUE 22 | 21 November 2024
Lightning‐Fast Convective Outlooks: Predicting Severe Convective Environments With Global AI‐Based Weather Models
Monika Feldmann + Milton Gomez + Olivia Martius ...
Severe convective storms are among the most dangerous weather phenomena and accurate forecasts mitigate their impacts. The recently released suite of AI‐based weather...
Geophysical Research Letters VOL.51 ISSUE 22 | 20 November 2024
A New Method for Reconstruction of Regional Three‐Dimensional Electron Density Distributions Using AI‐Based Data Assimilation Method and Incoherent Scatter Radar Measur
Chenghao Li + Hanxian Fang + Chao Xiao ...
The ionosphere's dynamic structure affects electromagnetic radiation by altering radio wave propagation, impacting daily communications. The characteristics of the ionosphere...
Water Resources Research VOL.60 ISSUE 12 | 14 December 2024
Synergizing Intuitive Physics and Big Data in Deep Learning: Can We Obtain Process Insights While Maintaining State‐Of‐The‐Art Hydrological Prediction Capability?
Leilei He + Liangsheng Shi + Jiawen Shen ...
Artificial intelligence (AI) methods have created insurmountable performance in prediction tasks for geoscientific problems yet are unable to derive process insights and answer...
Geophysical Research Letters VOL.51 ISSUE 21 | 7 November 2024
From the Surface to the Stratosphere: Large‐Scale Atmospheric Response to Antarctic Meltwater
Rebecca L Beadling + Pu Lin + John Krasting ...
The ocean response to Antarctic Ice Sheet (AIS) mass loss has been extensively studied using numerical models, but less attention has been given to the atmosphere. We examine...
Journal of Geophysical Research: Atmospheres VOL.129 ISSUE 22 | 25 November 2024
A Comparative Analysis of Satellite‐Derived CO Retrievals During the 2020 Wildfires in North America
Heba S Marey + James R Drummond + Dylan B A Jones ...
In September 2020, the Western United States experienced anomalously severe wildfires that resulted in carbon monoxide (CO) emissions almost three times the 2001–2019...