Flash flood susceptibility modeling using new approaches of hybrid and ensemble tree-based machine learning algorithms
Flash flooding is considered one of the most dynamic natural disasters for which measures
need to be taken to minimize economic damages, adverse effects, and consequences by …
need to be taken to minimize economic damages, adverse effects, and consequences by …
Novel ensemble approach of deep learning neural network (DLNN) model and particle swarm optimization (PSO) algorithm for prediction of gully erosion susceptibility
This study aims to evaluate a new approach in modeling gully erosion susceptibility (GES)
based on a deep learning neural network (DLNN) model and an ensemble particle swarm …
based on a deep learning neural network (DLNN) model and an ensemble particle swarm …
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping
A Arabameri, S Chandra Pal, F Rezaie… - Geocarto …, 2022 - Taylor & Francis
The concept of leveraging the predictive capacity of predisposing factors for landslide
susceptibility (LS) modeling has been continuously improved in recent work focusing on …
susceptibility (LS) modeling has been continuously improved in recent work focusing on …
Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility
W Chen, X Lei, R Chakrabortty, SC Pal… - Journal of …, 2021 - Elsevier
The objective of this study is to assess the gully head-cut erosion susceptibility and identify
gully erosion prone areas in the Meimand watershed, Iran. In recent years, this study area …
gully erosion prone areas in the Meimand watershed, Iran. In recent years, this study area …
Development of geo-environmental factors controlled flash flood hazard map for emergency relief operation in complex hydro-geomorphic environment of tropical river …
The occurrences of flash floods in sub-tropical climatic regions like India are ubiquitous
phenomena, particularly during the monsoon season. This type of flood occurs within a short …
phenomena, particularly during the monsoon season. This type of flood occurs within a short …
Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India
I Chowdhuri, SC Pal, A Arabameri, PTT Ngo… - Environmental earth …, 2020 - Springer
The landslide is a downward movement of soil and rock, and one of the most destructive geo-
hazards that causes losses in lives, environment, and economy all over the world. Landslide …
hazards that causes losses in lives, environment, and economy all over the world. Landslide …
Optimization modelling to establish false measures implemented with ex-situ plant species to control gully erosion in a monsoon-dominated region with novel in-situ …
Water dominated gullies formation and associated land degradation are the foremost
challenges among the planners for sustainability and optimization of land resources. This …
challenges among the planners for sustainability and optimization of land resources. This …
Implementation of artificial intelligence based ensemble models for gully erosion susceptibility assessment
The Rarh Bengal region in West Bengal, particularly the eastern fringe area of the
Chotanagpur plateau, is highly prone to water-induced gully erosion. In this study, we …
Chotanagpur plateau, is highly prone to water-induced gully erosion. In this study, we …
A multi-hazard map-based flooding, gully erosion, forest fires, and earthquakes in Iran
S Pouyan, HR Pourghasemi, M Bordbar… - Scientific Reports, 2021 - nature.com
We used three state-of-the-art machine learning techniques (boosted regression tree,
random forest, and support vector machine) to produce a multi-hazard (MHR) map …
random forest, and support vector machine) to produce a multi-hazard (MHR) map …
Novel machine learning approaches for modelling the gully erosion susceptibility
A Arabameri, O Asadi Nalivan, S Chandra Pal… - Remote Sensing, 2020 - mdpi.com
The extreme form of land degradation caused by the formation of gullies is a major
challenge for the sustainability of land resources. This problem is more vulnerable in the arid …
challenge for the sustainability of land resources. This problem is more vulnerable in the arid …