Exploration of groundwater potential zones mapping for hard rock region in the Jakham river basin using geospatial techniques and aquifer parameters

VK Gautam, CB Pande, M Kothari, PK Singh… - Advances in Space …, 2023 - Elsevier
Geospatial techniques are useful to understand the groundwater resources assessment,
development, and management. Groundwater mapping is essential to counter the excessive …

Spatial and decision-making approaches for identifying groundwater potential zones: a review

SL Suryawanshi, PK Singh, M Kothari, M Singh… - Environmental Earth …, 2023 - Springer
Effective assessment of any region's groundwater resources depends greatly on the levels
of the sub-surface water. Since groundwater resources are being overused, the availability …

[HTML][HTML] Analysis of methods used to validate remote sensing and GIS-based groundwater potential maps in the last two decades: A review

G Bennett - Geosystems and Geoenvironment, 2024 - Elsevier
The integration of remote sensing data, machine learning and geographic information
system in managing and analysing spatial data helps in generating maps showing …

Groundwater potential mapping in Jashore, Bangladesh

K Fatema, MAR Joy, FMR Amin, SK Sarkar - Heliyon, 2023 - cell.com
The global groundwater crisis is a perplexing issue, and for its resolution, it is of the utmost
importance for delineating groundwater potential zones. This research aims to create a …

[HTML][HTML] Partial least-squares regression for soil salinity mapping in Bangladesh

SK Sarkar, RR Rudra, MS Nur, PC Das - Ecological Indicators, 2023 - Elsevier
Estimating the salinity of the soil along the coast of south-western Bangladesh is the focus of
this study. Thirteen soil salinity indicators were computed using the Landsat OLI images, and …

Advancing groundwater vulnerability assessment in Bangladesh: a comprehensive machine learning approach

SS Raisa, SK Sarkar, MA Sadiq - Groundwater for Sustainable …, 2024 - Elsevier
In response to Bangladesh's severe water shortages, this research delves into the intricate
dynamics of groundwater vulnerability. Integrating often-overlooked factors such as …

Groundwater potential assessment based on GIS-based best–worst method (BWM) and step-wise weight assessment ratio analysis (SWARA) method

CB Karakuş - Environmental science and pollution research, 2023 - Springer
In this study, the most suitable areas in terms of groundwater potential within the borders of
the adjacent area of Sivas Municipality (Sivas/Turkey) were determined with the help of …

Spatial prediction of groundwater potential by various novel boosting-based ensemble learning models in mountainous areas

H Xiong, X Guo, Y Wang, R Xiong, X Gui… - Geocarto …, 2023 - Taylor & Francis
This study makes a significant contribution to the field of groundwater potential mapping
(GWPM) by exploring the application of ensemble learning models (ELMs), specifically …

Groundwater potential mapping using integrations of remote sensing and analytical hierarchy process methods in Ataye-watershed, Middle Awash Basin, Ethiopia

ZS Anteneh, BG Awoke, TM Reda… - Sustainable Water …, 2022 - Springer
People rely on groundwater in many parts of the world for different purposes. It has a vital
role in world economic development. However, this natural resource is hidden under the …

Application of machine learning to groundwater spring potential mapping using averaging, bagging, and boosting techniques

A Wei, D Li, X Bai, R Wang, X Fu, J Yu - Water Supply, 2022 - iwaponline.com
Determining groundwater potential is vital for groundwater resource management. This
study aims to present a comparative analysis of three widely used ensemble techniques …