Results 141 to 150 of about 83,237 (330)

A Proof of Concept for Improving Estimates of Ungauged Basin Streamflow via an LSTM‐Based Synthetic Network Simulation Approach

open access: yesJournal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 2, June 2025.
Abstract This study introduces a machine learning approach to address the critical challenge of limited real‐time flow data in river basins, particularly for calibrating large‐scale hydrologic models. These models often rely on uncertain parameter transfers from gauged to ungauged regions, hindering accurate predictions.
A. A. Ramírez Molina   +3 more
wiley   +1 more source

Prediction of streamflow based on the long-term response of streamflow to climatic factors in the source region of the Yellow River

open access: yesJournal of Hydrology: Regional Studies
Study region: The source region of the Yellow River (SRYE) is located in the eastern part of the Tibetan Plateau is a major water production and water conservation area for the Yellow River.
Ruirui Xu   +5 more
doaj  

Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data

open access: yesJournal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 2, June 2025.
Abstract Facing the escalating threat of global wildfires, numerous computer vision techniques using remote sensing data have been applied in this area. However, the selection of deep learning methods for wildfire prediction remains uncertain due to the lack of comparative analysis in a quantitative and explainable manner, crucial for improving ...
Yihang Zhou   +4 more
wiley   +1 more source

Bayesian recursive parameter estimation for hydrologic models [PDF]

open access: yes, 2001
The uncertainty in a given hydrologic prediction is the compound effect of the parameter, data, and structural uncertainties associated with the underlying model.
Gupta, H   +3 more
core   +1 more source

Migrating sands: Refocusing transboundary flows from water to sediment

open access: yesArea, Volume 57, Issue 2, June 2025.
Short Abstract Many transboundary river systems focus heavily on flows of water, with less consideration for flows of sediment. Here, it is argued that the two distinct natural cycles of water and sediment necessitate a rebalancing of transboundary cooperation frameworks to place water and sediment on an equal footing.
C. R. Hackney
wiley   +1 more source

Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response [PDF]

open access: yes, 2006
The aim of this paper is to foster the development of an end-to-end uncertainty analysis framework that can quantify satellite-based precipitation estimation error characteristics and to assess the influence of the error propagation into hydrological ...
Hong, Y   +3 more
core   +1 more source

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