Application of deep neural network to capture groundwater potential zone in mountainous terrain, Nepal Himalaya

AMS Pradhan, YT Kim, S Shrestha, TC Huynh… - … Science and Pollution …, 2021 - Springer
This study aims to capture groundwater potential zones integrating deep neural network and
groundwater influencing factors. The present work was carried out for Gopi khola watershed …

Land use and land cover change and its resultant erosion susceptible level: An appraisal using RUSLE and Logistic Regression in a tropical plateau basin of West …

RK Bhattacharya, N Das Chatterjee, K Das - Environment, Development …, 2021 - Springer
Soil erosion trend depends on effective land use and land cover dynamics since
overwhelming population growth in tropical region. The objective of this paper is to assess …

Regional-scale landslide risk assessment on Mt. Umyeon using risk index estimation

BQV Nguyen, YT Kim - Landslides, 2021 - Springer
The frequency of landslides and their magnitude are increasing worldwide due to global
climate change, causing damage to people and infrastructure. Therefore, landslide risk …

Effect of soil geomechanical properties and geo-environmental factors on landslide predisposition at Mount Oku, Cameroon

WDL Djukem, A Braun, ASL Wouatong… - International journal of …, 2020 - mdpi.com
In this work, we explored a novel approach to integrate both geo-environmental and soil
geomechanical parameters in a landslide susceptibility model. A total of 179 shallow to …

An ensemble landslide hazard model incorporating rainfall threshold for Mt. Umyeon, South Korea

AMS Pradhan, HS Kang, JS Lee, YT Kim - Bulletin of Engineering Geology …, 2019 - Springer
In this study, a new ensemble method was developed to assess landslide hazard models in
Mt. Umyeon, South Korea, using the results of a physically based model as a conditioning …

Can Level-2 Firth's Bias-reduced logistic regression be considered a robust approach for predicting landslide susceptibility?

AMS Pradhan, S Shrestha, JS Lee, YT Kim - Bulletin of Engineering …, 2025 - Springer
The implementation of effective landslide mitigation strategies relies heavily on the
availability of accurate and reliable landslide susceptibility map. This study focuses on the …

A wrapper feature selection approach for efficient modelling of gully erosion susceptibility mapping

H Rouhani, A Fathabadi… - Progress in Physical …, 2021 - journals.sagepub.com
Identifying the vulnerability level of an area to soil erosion, particularly gully erosion, is key to
the development of an efficient management strategy for policymakers. While efforts into …

Comparison of statistical analysis models for susceptibility assessment of earthquake-triggered landslides: a case study from 2015 earthquake in Lefkada Island

C Polykretis, K Kalogeropoulos, P Andreopoulos… - Geosciences, 2019 - mdpi.com
The main purpose of this study is to comparatively assess the susceptibility of earthquake-
triggered landslides in the island of Lefkada (Ionian Islands, Greece) using two different …

Comparison of “subjectivity” and “objectivity” in expert-based landslide susceptibility modeling

C Polykretis - Geoinformatics for Geosciences, 2023 - Elsevier
Nowadays, several landslide susceptibility (LS) models are available, with each one having
its advantages and disadvantages. In this study, a model combination is proposed including …

Environmental correlates of the forest carbon distribution in the Central Himalayas

S Khanal, RH Nolan, BE Medlyn… - Ecology and …, 2024 - Wiley Online Library
Understanding the biophysical limitations on forest carbon across diverse ecological regions
is crucial for accurately assessing and managing forest carbon stocks. This study …