Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices
PK Singh, J Rajput, D Kumar, V Gaddikeri… - Ecological …, 2023 - Elsevier
Forecasting water quality parameters helps plan crop selection and irrigation strategies but
is often costly because many parameters are required, particularly in developing nations …
is often costly because many parameters are required, particularly in developing nations …
[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 …
system in managing and analysing spatial data helps in generating maps showing …
Application of bagging and boosting ensemble machine learning techniques for groundwater potential mapping in a drought-prone agriculture region of eastern India
Groundwater is a primary source of drinking water for billions worldwide. It plays a crucial
role in irrigation, domestic, and industrial uses, and significantly contributes to drought …
role in irrigation, domestic, and industrial uses, and significantly contributes to drought …
Unsupervised domain adaptation with debiased contrastive learning and support-set guided pseudo labeling for remote sensing images
The variability in different altitudes, geographical variances, and weather conditions across
datasets degrade state-of-the-art (SOTA) deep neural network object detection performance …
datasets degrade state-of-the-art (SOTA) deep neural network object detection performance …
Performance of Naïve Bayes Tree with ensemble learner techniques for groundwater potential mapping
T Van Phong, BT Pham - Physics and Chemistry of the Earth, Parts A/B/C, 2023 - Elsevier
Water supply is a key challenge and priority for achieving sustainable development goals in
many countries. Recognizing areas with groundwater potential is crucial in addressing this …
many countries. Recognizing areas with groundwater potential is crucial in addressing this …
Sensitivity analysis-driven machine learning approach for groundwater quality prediction: Insights from integrating ENTROPY and CRITIC methods
Precise estimation of water quality is essential for managing water pollution effectively and
improving water management practices. Although, numerous recent investigations have …
improving water management practices. Although, numerous recent investigations have …
Empowered machine learning algorithm to identify sustainable groundwater potential zone map in Jashore District, Bangladesh
Groundwater is a crucial natural resource that supplies potable water to the local population
in Jashore, Bangladesh. In recent years, the district has experienced groundwater scarcity …
in Jashore, Bangladesh. In recent years, the district has experienced groundwater scarcity …
[HTML][HTML] Potentialities and development of groundwater resources applying machine learning models in the extended section of Manbhum-Singhbhum Plateau, India
Groundwater is essential for living earth including ecosystem functioning and development
of society worldwide. In recent times, demand and pressure on groundwater resources are …
of society worldwide. In recent times, demand and pressure on groundwater resources are …
Groundwater potential mapping in arid and semi-arid regions of kurdistan region of Iraq: A geoinformatics-based machine learning approach
KK Fatah, YT Mustafa, IO Hassan - Groundwater for Sustainable …, 2024 - Elsevier
Groundwater (GW) is a crucial and increasingly scarce natural resource, that is affected by
climate change and mismanagement. To manage GW resources effectively, it is crucial to …
climate change and mismanagement. To manage GW resources effectively, it is crucial to …
Groundwater spring potential mapping: Assessment the contribution of hydrogeological factors
Groundwater, a fundamental asset, isn't effectively accessible in some parts of the world.
The current research work pointed toward obtaining precise maps of potential groundwater …
The current research work pointed toward obtaining precise maps of potential groundwater …