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Application of machine learning in water resources management: a systematic literature review
In accordance with the rapid proliferation of machine learning (ML) and data management,
ML applications have evolved to encompass all engineering disciplines. Owing to the …
ML applications have evolved to encompass all engineering disciplines. Owing to the …
From legacy contamination to watershed systems science: a review of scientific insights and technologies developed through DOE-supported research in water and …
Water resources, including groundwater and prominent rivers worldwide, are under duress
because of excessive contaminant and nutrient loads. To help mitigate this problem, the …
because of excessive contaminant and nutrient loads. To help mitigate this problem, the …
PyLEnM: A machine learning framework for long-term groundwater contamination monitoring strategies
AO Meray, S Sturla, MR Siddiquee… - Environmental …, 2022 - ACS Publications
In this study, we have developed a comprehensive machine learning (ML) framework for
long-term groundwater contamination monitoring as the Python package PyLEnM (Python …
long-term groundwater contamination monitoring as the Python package PyLEnM (Python …
The application of integrating comprehensive evaluation and clustering algorithms weighted by maximal information coefficient for urban flood susceptibility
H Wang, Y Meng, H Wang, Z Wu, X Guan - Journal of Environmental …, 2023 - Elsevier
Different sub-regions of Zhengzhou city have various levels of sensitivity to flood due to the
impact of urbanization. Thus, an accurate flood sensitivities assessment is a key tool for …
impact of urbanization. Thus, an accurate flood sensitivities assessment is a key tool for …
Prolonged drought in a northern California coastal region suppresses wildfire impacts on hydrology
ME Newcomer, J Underwood… - Water Resources …, 2023 - Wiley Online Library
Wildfires naturally occur in many landscapes, however they are undergoing rapid regime
shifts. Despite the emphasis in the literature on the most severe hydrological responses to …
shifts. Despite the emphasis in the literature on the most severe hydrological responses to …
Variability of snow and rainfall partitioning into evapotranspiration and summer runoff across nine mountainous catchments
Understanding the partitioning of snow and rain contributing to either catchment streamflow
or evapotranspiration (ET) is of critical relevance for water management in response to …
or evapotranspiration (ET) is of critical relevance for water management in response to …
A distributed temperature profiling system for vertically and laterally dense acquisition of soil and snow temperature
Measuring soil and snow temperature with high vertical and lateral resolution is critical for
advancing the predictive understanding of thermal and hydro-biogeochemical processes …
advancing the predictive understanding of thermal and hydro-biogeochemical processes …
Expanding the spatial reach and human impacts of critical zone science
Two major barriers hinder the holistic understanding of subsurface critical zone (CZ)
evolution and its impacts:(a) an inability to measure, define, and share information and (b) a …
evolution and its impacts:(a) an inability to measure, define, and share information and (b) a …
Spanning scales: The airborne spatial and temporal sampling design of the National Ecological Observatory Network
J Musinsky, T Goulden, G Wirth… - Methods in Ecology …, 2022 - Wiley Online Library
Each year, the National Ecological Observatory Network's (NEON) Airborne Observation
Platform (AOP) collects high‐resolution hyperspectral imagery, discrete and waveform lidar …
Platform (AOP) collects high‐resolution hyperspectral imagery, discrete and waveform lidar …
Variations in bedrock and vegetation cover modulate subsurface water flow dynamics of a mountainous hillslope
Predicting the hydrological response of watersheds to climate disturbances requires a
detailed understanding of the processes connecting hillslopes and streams. Using a network …
detailed understanding of the processes connecting hillslopes and streams. Using a network …