[HTML][HTML] Landslide susceptibility maps of Italy: Lesson learnt from dealing with multiple landslide types and the uneven spatial distribution of the national inventory

M Loche, M Alvioli, I Marchesini, H Bakka… - Earth-Science …, 2022 - Elsevier
Landslide susceptibility corresponds to the probability of landslide occurrence across a
given geographic space. This probability is usually estimated by using a binary classifier …

Global review of groundwater potential models in the last decade: parameters, model techniques, and validation

NN Thanh, P Thunyawatcharakul, NH Ngu… - Journal of …, 2022 - Elsevier
This paper aims to review parameters, model techniques, validation methods in
groundwater potential field. According to statistics, there are three major model groups used …

[HTML][HTML] TOPSIS and Modified TOPSIS: A comparative analysis

S Chakraborty - Decision Analytics Journal, 2022 - Elsevier
Selection of an appropriate Multiple Attribute Decision Making (MADM) method for providing
a solution to a given MADM problem is always challenging endeavour. The challenge is …

Rapid groundwater decline and some cases of recovery in aquifers globally

S Jasechko, H Seybold, D Perrone, Y Fan… - Nature, 2024 - nature.com
Groundwater resources are vital to ecosystems and livelihoods. Excessive groundwater
withdrawals can cause groundwater levels to decline,,,,,,,,–, resulting in seawater intrusion …

Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)

M Panahi, N Sadhasivam, HR Pourghasemi… - Journal of …, 2020 - Elsevier
Freshwater shortages have become much more common globally in recent years. Water
resources that are naturally available beneath the surface are capable of reversing this …

Delineation of groundwater potential zones for sustainable development and planning using analytical hierarchy process (AHP), and MIF techniques

CB Pande, KN Moharir, B Panneerselvam… - Applied Water …, 2021 - Springer
Groundwater plays a vital role in the sustainable development of agriculture, society and
economy, and it's demand is increasing due to low rainfall, especially in arid and semiarid …

[HTML][HTML] Geospatial mapping of groundwater potential zones using multi-criteria decision-making AHP approach in a hardrock basaltic terrain in India

AB Doke, RB Zolekar, H Patel, S Das - Ecological Indicators, 2021 - Elsevier
Among all other natural resources, groundwater is one of the most essential for
environmental, biological, and socioeconomic activities. Several factors such as geology …

A novel ensemble approach for landslide susceptibility mapping (LSM) in Darjeeling and Kalimpong districts, West Bengal, India

J Roy, S Saha, A Arabameri, T Blaschke, DT Bui - Remote Sensing, 2019 - mdpi.com
Landslides are among the most harmful natural hazards for human beings. This study aims
to delineate landslide hazard zones in the Darjeeling and Kalimpong districts of West …

Susceptibility mapping of soil water erosion using machine learning models

A Mosavi, F Sajedi-Hosseini, B Choubin, F Taromideh… - Water, 2020 - mdpi.com
Soil erosion is a serious threat to sustainable agriculture, food production, and
environmental security. The advancement of accurate models for soil erosion susceptibility …

Landslide susceptibility evaluation and management using different machine learning methods in the Gallicash River Watershed, Iran

A Arabameri, S Saha, J Roy, W Chen, T Blaschke… - Remote Sensing, 2020 - mdpi.com
This analysis aims to generate landslide susceptibility maps (LSMs) using various machine
learning methods, namely random forest (RF), alternative decision tree (ADTree) and …