Large Language Models as Calibration Agents in Hydrological Modeling: Feasibility and Limitations
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
Statistical summaries of streamflow data in Oregon: Volume 2 – Annual low and high flow and instantaneous peak flow [PDF]
Roy E. Wellman +2 more
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Behind the scenes of streamflow model performance [PDF]
Laurène Bouaziz +19 more
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Modeling Uncertainty With Engression: A Deep Generative Time‐Series Approach
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
Impact of climate change on future precipitation amounts, seasonal distribution, and streamflow in the Omo-Gibe basin, Ethiopia [PDF]
Tamiru Paulos Orkodjo +2 more
openalex +1 more source
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
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
Evaluating multi-source precipitation data for streamflow simulation using the SWAT model in the Alpine Manas River Basin, Northwest China. [PDF]
Tan L, Zan C, Liu T, Xiong J, Zhang A.
europepmc +1 more source
Sensitivities of groundwater-streamflow interaction to global climate change
Dionysia Panagoulia, George Dimou
openalex +1 more source
Reevaluating streamflow declines across the middle East and central Asia with insights from change point detection. [PDF]
Dariane AB, Ghasemi M.
europepmc +1 more source

