Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …
resources especially groundwater. Recent studies have reported significant impact of …
Using artificial intelligence to identify suitable artificial groundwater recharge areas for the Iranshahr basin
A water supply is vital for preserving usual human living standards, industrial development,
and agricultural growth. Scarce water supplies and unplanned urbanization are the primary …
and agricultural growth. Scarce water supplies and unplanned urbanization are the primary …
Assessing landscape ecological vulnerability to riverbank erosion in the Middle Brahmaputra floodplains of Assam, India using machine learning algorithms
Riverbank erosion is one of the most catastrophic hazards that renders floodplains
vulnerable across the world vulnerable. It creates a significant negative impact on the …
vulnerable across the world vulnerable. It creates a significant negative impact on the …
Effectiveness of machine learning ensemble models in assessing groundwater potential in Lidder watershed, India
Groundwater is under stress due to the growth of population, urbanization and
industrialization, especially in developing countries. Consequently, there is a shortage of …
industrialization, especially in developing countries. Consequently, there is a shortage of …
Groundwater potential delineation using geodetector based convolutional neural network in the Gunabay watershed of Ethiopia
AM Tegegne, TK Lohani, AA Eshete - Environmental Research, 2024 - Elsevier
Groundwater potential delineation is essential for efficient water resource utilization and
long-term development. The scarcity of potable and irrigation water has become a critical …
long-term development. The scarcity of potable and irrigation water has become a critical …
Integrating in-situ data and spatial decision support systems (SDSS) to identify groundwater potential sites in the Esan plateau, Nigeria
Establishing suitable groundwater resource areas is a challenging endeavour across the
globe. However, novel spatial technologies have emerged as valuable tools for the effective …
globe. However, novel spatial technologies have emerged as valuable tools for the effective …
[HTML][HTML] Mapping of groundwater potential zones in a drought prone Marathwada Region using frequency ratio and statistical index methods, India
Groundwater potential investigation is one of the most significant and crucial aspects in arid
and semi-arid regions like Marathwada. Marathwada is often susceptible to water scarcity …
and semi-arid regions like Marathwada. Marathwada is often susceptible to water scarcity …
Identification of groundwater potential zones for sustainable groundwater resource management using an integrated approach in Sirkole watershed, Western Ethiopia
W Yadeta, S Karuppannan, D Diriba… - Groundwater for …, 2024 - Elsevier
The increasing population in the Sirkole watershed has led to a higher demand for
groundwater resources essential for socio-economic development. To ensure sustainable …
groundwater resources essential for socio-economic development. To ensure sustainable …
Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region …
A Jari, EM Bachaoui, S Hajaj, A Khaddari… - Frontiers in …, 2023 - frontiersin.org
Groundwater resource management in arid regions has a critical importance for sustaining
human activities and ecological systems. Accurate mapping of groundwater potential plays a …
human activities and ecological systems. Accurate mapping of groundwater potential plays a …
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 …