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Academic · 약 1분

Improving Model Performance by Adapting the KGE Metric to Account for System Non-Stationarity

arXiv:2604.03906v1 Announce Type: new Abstract: Geoscientific systems tend to be characterized by pronounced temporal non-stationarity, arising from seasonal and climatic variability in hydrometeorological drivers, and …

M Jawad, HV Gupta, YH Wang, MA Farmani, A Behrangi, GY Niu

조회수 71회 04.07

Academic · 약 1분

Data-Driven Integration Kernels for Interpretable Nonlocal Operator Learning

arXiv:2603.10305v1 Announce Type: new Abstract: Machine learning models can represent climate processes that are nonlocal in horizontal space, height, and time, often by combining information …

Savannah L. Ferretti, Jerry Lin, Sara Shamekh, Jane W. Baldwin, Michael S. Pritchard, Tom Beucler

조회수 39회 03.12

Academic · 약 1분

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality

arXiv:2603.05710v1 Announce Type: cross Abstract: The rapid adoption of AI in Earth system science promises unprecedented speed and fidelity in the generation of climate information. …

Amirpasha Mozaffari, Amanda Duarte, Lina Teckentrup, Stefano Materia, Gina E. C. Charnley, Lluis Palma, Eulalia Baulenas Serra, Dragana Bojovic, Paula Checchia, Aude Carreric, Francisco Doblas-Reyes

조회수 45회 03.09

Academic · 약 1분

Reconstructing Carbon Monoxide Reanalysis with Machine Learning

arXiv:2602.15056v1 Announce Type: cross Abstract: The Copernicus Atmospheric Monitoring Service provides reanalysis products for atmospheric composition by combining model simulations with satellite observations. The quality …

Paula Harder, Johannes Flemming

조회수 50회 02.23