Results 191 to 200 of about 92,110 (294)

Large Language Models as Calibration Agents in Hydrological Modeling: Feasibility and Limitations

open access: yesGeophysical Research Letters, Volume 53, Issue 2, 28 January 2026.
Abstract Large language models (LLMs) represent the forefront of artificial intelligence, exhibiting substantial potential for advancing understanding and reasoning in complex Earth system sciences. Hydrological modeling, essential for water resource management and Earth system knowledge, predominantly relies on traditional calibration paradigms and ...
Zhanliang Zhu   +7 more
wiley   +1 more source

Behind the scenes of streamflow model performance [PDF]

open access: gold, 2021
Laurène Bouaziz   +19 more
openalex   +1 more source

Modeling Uncertainty With Engression: A Deep Generative Time‐Series Approach

open access: yesGeophysical Research Letters, Volume 53, Issue 2, 28 January 2026.
Abstract Deep learning enables precise environmental predictions across spatial and temporal scales. However, reliable uncertainty estimation with generative capabilities remains crucial for actionable forecasting and simulation, yet robust quantification methods remain challenging.
Basil Kraft   +6 more
wiley   +1 more source

Temperature Is Surpassing Precipitation as the Dominant Driver of Flash Drought Acceleration Under Climate Warming

open access: yesGeophysical Research Letters, Volume 53, Issue 1, 16 January 2026.
Abstract Flash droughts (FDs), characterized by rapid soil moisture depletion, are typically driven by multiple factors including precipitation deficits, high temperature, increased radiation, strong winds, and enhanced land‐atmosphere coupling. However, the dominant driver and its temporal evolution remain unclear.
Feng Ma, Hua Li
wiley   +1 more source

Capturing Sub‐Kilometer Flood Inundation Dynamics During the California Rain‐on‐Snow Events of 2017

open access: yesGeophysical Research Letters, Volume 53, Issue 1, 16 January 2026.
Abstract The severe impacts of rain‐on‐snow (ROS) extreme events have been widely recognized and studied. However, unlike hydrological processes, flood inundation dynamics and the relative contribution of rainfall and snowmelt during ROS events remain under‐investigated.
Dalei Hao, Donghui Xu, Gautam Bisht
wiley   +1 more source

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