Groundwater level prediction using machine learning algorithms in a drought-prone area
Groundwater resources (GWR) play a crucial role in agricultural crop production, daily life,
and economic progress. Therefore, accurate prediction of groundwater (GW) level will aid in …
and economic progress. Therefore, accurate prediction of groundwater (GW) level will aid in …
[HTML][HTML] Modeling fragmentation probability of land-use and land-cover using the bagging, random forest and random subspace in the Teesta River Basin …
S Talukdar, KU Eibek, S Akhter, SK Ziaul… - Ecological …, 2021 - Elsevier
Land-use and land-cover (LULC) changes have become a crucial issue that urgently needs
to be addressed due to global environmental change. Many studies have employed remote …
to be addressed due to global environmental change. Many studies have employed remote …
Are precipitation concentration and intensity changing in Bangladesh overtimes? Analysis of the possible causes of changes in precipitation systems
A comprehensive understanding of the changing behaviors of precipitation concentration
and intensity plays a pivotal role in water resource management. Hence, we investigated the …
and intensity plays a pivotal role in water resource management. Hence, we investigated the …
Groundwater level modeling framework by combining the wavelet transform with a long short-term memory data-driven model
Develo** models that can accurately simulate groundwater level is important for water
resource management and aquifer protection. In particular, machine learning tools provide a …
resource management and aquifer protection. In particular, machine learning tools provide a …
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data
The accurate assessment of groundwater levels is critical to water resource management.
With global warming and climate change, its significance has become increasingly evident …
With global warming and climate change, its significance has become increasingly evident …
[HTML][HTML] Groundwater level dynamics in a subtropical fan delta region and its future prediction using machine learning tools: sustainable groundwater restoration
Abstract Study region The Damodar Fan Delta, West Bengal, India. Study focus The
depletion of groundwater resources worldwide is escalating due to its profuse demand for …
depletion of groundwater resources worldwide is escalating due to its profuse demand for …
Groundwater level forecasting in Northern Bangladesh using nonlinear autoregressive exogenous (NARX) and extreme learning machine (ELM) neural networks
DN Fabio, SI Abba, BQ Pham… - Arabian Journal of …, 2022 - Springer
Groundwater resources (GWR) are vital to agricultural crop production, everyday life, and
economic development. As a result, accurate groundwater level (GWL) prediction would aid …
economic development. As a result, accurate groundwater level (GWL) prediction would aid …
A comprehensive statistical assessment of drought indices to monitor drought status in Bangladesh
In Bangladesh, drought has negative consequences on agriculture, environments,
livelihood, and food security. However, a comprehensive statistical assessment of drought …
livelihood, and food security. However, a comprehensive statistical assessment of drought …
[HTML][HTML] Application of fuzzy analytic hierarchy process and geospatial technology to identify groundwater potential zones in north-west region of Bangladesh
Over the last couple of decades, excessive use of groundwater has caused the depletion of
groundwater resources in many parts of the globe. The northwest region of Bangladesh …
groundwater resources in many parts of the globe. The northwest region of Bangladesh …
Groundwater level fluctuations and associated influencing factors in Rangpur District, Bangladesh, using modified Mann-Kendall and GIS-based AHP technique
Abstract Analysis of groundwater level fluctuations is critical to understanding groundwater
system dynamics and the factors that cause groundwater level fluctuations. Although most of …
system dynamics and the factors that cause groundwater level fluctuations. Although most of …