An ensemble random forest tree with SVM, ANN, NBT, and LMT for landslide susceptibility mapping in the Rangit River watershed, India
This study examined landslide susceptibility, an increasingly common problem in
mountainous regions across the world as a result of urbanization, deforestation, and various …
mountainous regions across the world as a result of urbanization, deforestation, and various …
Prediction of spatial landslide susceptibility applying the novel ensembles of CNN, GLM and random forest in the Indian Himalayan region
S Saha, A Saha, TK Hembram, K Mandal… - … Research and Risk …, 2022 - Springer
This research aims to generate a landslide susceptibility map (LSM) for the Bhagirathi river
basin located in the Tehri Garhwal district of Uttarakhand state in India. For this study, we …
basin located in the Tehri Garhwal district of Uttarakhand state in India. For this study, we …
Hybrid ensemble machine learning approaches for landslide susceptibility mapping using different sampling ratios at East Sikkim Himalayan, India
Landslide is a big problem in the mountainous region all over the world. Sikkim Himalayan
region is also suffering from landslide problem. This study's main objective was to generate …
region is also suffering from landslide problem. This study's main objective was to generate …
New ensemble models for shallow landslide susceptibility modeling in a semi-arid watershed
We prepared a landslide susceptibility map for the Sarkhoon watershed, Chaharmahal-w-
bakhtiari, Iran, using novel ensemble artificial intelligence approaches. A classifier of …
bakhtiari, Iran, using novel ensemble artificial intelligence approaches. A classifier of …
Evaluating the performance of individual and novel ensemble of machine learning and statistical models for landslide susceptibility assessment at Rudraprayag …
Landslides are known as the world's most dangerous threat in mountainous regions and
pose a critical obstacle for both economic and infrastructural progress. It is, therefore, quite …
pose a critical obstacle for both economic and infrastructural progress. It is, therefore, quite …
Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India
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 …
Machine learning driven landslide susceptibility prediction for the Uttarkashi region of Uttarakhand in India
P Kainthura, N Sharma - … : Assessment and Management of Risk for …, 2022 - Taylor & Francis
ABSTRACT A landslip is derived from nature and sometimes caused by human activities
that endanger humanity and habitation. This work focuses on landslide behaviour for …
that endanger humanity and habitation. This work focuses on landslide behaviour for …
Comparison between deep learning and tree-based machine learning approaches for landslide susceptibility mapping
The efficiency of deep learning and tree-based machine learning approaches has gained
immense popularity in various fields. One deep learning model viz. convolution neural …
immense popularity in various fields. One deep learning model viz. convolution neural …
Prediction of landslide susceptibility in Rudraprayag, India using novel ensemble of conditional probability and boosted regression tree-based on cross-validation …
The present research examines the landslide susceptibility in Rudraprayag district of
Uttarakhand, India using the conditional probability (CP) statistical technique, the boost …
Uttarakhand, India using the conditional probability (CP) statistical technique, the boost …
Development and assessment of a novel hybrid machine learning-based landslide susceptibility mapping model in the Darjeeling Himalayas
A Saha, VGK Villuri, A Bhardwaj - Stochastic Environmental Research and …, 2023 - Springer
Natural disasters like landslides risk people's lives and the environment. To mitigate these
hazards, scientists employ landslide susceptibility mapping that evaluates zones prone to …
hazards, scientists employ landslide susceptibility mapping that evaluates zones prone to …