Deep learning in hydrology and water resources disciplines: Concepts, methods, applications, and research directions
KP Tripathy, AK Mishra - Journal of Hydrology, 2024 - Elsevier
Over the past few years, Deep Learning (DL) methods have garnered substantial
recognition within the field of hydrology and water resources applications. Beginning with a …
recognition within the field of hydrology and water resources applications. Beginning with a …
[HTML][HTML] Soil erosion modelling: A global review and statistical analysis
To gain a better understanding of the global application of soil erosion prediction models,
we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion …
we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion …
Research on particle swarm optimization in LSTM neural networks for rainfall-runoff simulation
Y Xu, C Hu, Q Wu, S Jian, Z Li, Y Chen, G Zhang… - Journal of …, 2022 - Elsevier
Flood forecasting is an essential non-engineering measure for flood prevention and disaster
reduction. Many models have been developed to study the complex and highly random …
reduction. Many models have been developed to study the complex and highly random …
Modelling impacts of climate change and anthropogenic activities on inflows and sediment loads of wetlands: Case study of the Anzali wetland
Understanding the effects of climate change and anthropogenic activities on the
hydrogeomorpholgical parameters in wetlands ecosystems is vital for designing effective …
hydrogeomorpholgical parameters in wetlands ecosystems is vital for designing effective …
Soil salinization management for sustainable development: A review
A Singh - Journal of environmental management, 2021 - Elsevier
The expansion of irrigated agriculture is of paramount importance to feed the burgeoning
global population. However, without proper management, this expansion can result in …
global population. However, without proper management, this expansion can result in …
[HTML][HTML] Using the USLE: Chances, challenges and limitations of soil erosion modelling
To give soils and soil degradation, which are among the most crucial threats to ecosystem
stability, social and political visibility, small and large scale modelling and mapping of soil …
stability, social and political visibility, small and large scale modelling and mapping of soil …
An ensemble CNN-LSTM and GRU adaptive weighting model based improved sparrow search algorithm for predicting runoff using historical meteorological and …
Z Yao, Z Wang, D Wang, J Wu, L Chen - Journal of Hydrology, 2023 - Elsevier
Accurate prediction of river runoff is of great significance for water resources management,
flood prevention and mitigation. The causes of runoff are complex and the mechanisms …
flood prevention and mitigation. The causes of runoff are complex and the mechanisms …
[HTML][HTML] A review of Soil and Water Assessment Tool (SWAT) studies of Mediterranean catchments: Applications, feasibility, and future directions
Abstract The Soil and Water Assessment Tool (SWAT) is a well-established eco-hydrological
model that has been extensively applied to watersheds across the globe. This work reviews …
model that has been extensively applied to watersheds across the globe. This work reviews …
Factors that influence nitrous oxide emissions from agricultural soils as well as their representation in simulation models: a review
Nitrous oxide (N2O) is a long-lived greenhouse gas that contributes to global warming.
Emissions of N2O mainly stem from agricultural soils. This review highlights the principal …
Emissions of N2O mainly stem from agricultural soils. This review highlights the principal …
Non-renewable groundwater use and groundwater depletion: a review
MFP Bierkens, Y Wada - Environmental Research Letters, 2019 - iopscience.iop.org
Population growth, economic development, and dietary changes have drastically increased
the demand for food and water. The resulting expansion of irrigated agriculture into semi …
the demand for food and water. The resulting expansion of irrigated agriculture into semi …