Optimization of SVR and CatBoost models using metaheuristic algorithms to assess landslide susceptibility

RS Ajin, S Segoni, R Fanti - Scientific Reports, 2024 - nature.com
In this study, a landslide susceptibility assessment is performed by combining two machine
learning regression algorithms (MLRA), such as support vector regression (SVR) and …

[HTML][HTML] Comparing the effectiveness of landslide susceptibility mapping by using the Frequency ratio and hybrid MCDM models

J Barman, SS Ali, T Nongrem, B Biswas, KS Rao… - Results in …, 2024 - Elsevier
The present study involved the landslide susceptibility mapping of Indian state of Meghalaya
by using the frequency ratio (FR) and Analytical Hierarchy Process (AHP)-VlseKriterijuska …

Insights gained from the review of landslide susceptibility assessment studies in Italy

S Segoni, RS Ajin, N Nocentini, R Fanti - Remote Sensing, 2024 - flore.unifi.it
We conducted a systematic literature review of 105 landslide susceptibility studies in Italy
from 1980 to 2023, retrieved from the Scopus database. We discovered that Italian …

Study on characteristics and impact of Kalikhola landslide, Manipur, NE India, using UAV photogrammetry

RK Pattanaik, YK Singh - Natural Hazards, 2024 - Springer
Landslide is one of the natural calamities that severely affect society and economy,
specifically in the mountainous regions. Monitoring of the possible landslide areas is …

Correlation Between Geotechnical Indexes and Landslide Occurrence in Southwestern Cyprus Using GIS and Machine Learning

P Tzampoglou, D Loukidis, P Tsangaratos… - Geotechnical and …, 2025 - Springer
Landslides are significantly influenced by the properties of the geological materials. As such,
effective landslide susceptibility and hazard assessment necessitates the use of carefully …

Global Promotion of Understanding and Reducing Landslide Disaster Risk: Two Years on P-LRT

S Sassa - Progress in Landslide Research and Technology …, 2024 - Springer
This article presents an overview and a concise review of a global promotion of
understanding and reducing landslide disaster risk, based on 2 years of publication of …

Role of Extreme Climate Events in Amplification of Plant Invasion

SD Laishram, R Shakya - Plant Invasions and Global Climate Change, 2023 - Springer
Anthropogenic-induced changes in climate and its resultant extreme climatic events, such as
changes in the annual cycles of precipitation and fire with accelerating global mean …

Kesiapsiagaan dan Mitigasi Bencana Longsor melalui Program Sekolah Siaga Bencana (SSB)

MA Lasaiba - Dimasejati: Jurnal Pengabdian Kepada Masyarakat, 2023 - syekhnurjati.ac.id
Disasters can greatly impact society, especially vulnerable groups such as older people,
children, women, and people with disabilities due to their physical, mental, and social …

Impacts of Mining and Quarrying Activities in the Himalayas: An Overview

A Punia, SK Singh - The Himalayas in the Anthropocene: Environment and …, 2024 - Springer
The hills of Himalayan region are rich in flora and fauna diversity. The recent developmental
activities (specifically industries and tourism) are adversely impacting the biodiversity of …

Implementasi Program Sekolah Siaga Bencana dalam Meningkatkan Kesiapsiagaan dan Mitigasi Bencana Longsor

M amin Lasaiba - GERVASI: Jurnal Pengabdian kepada …, 2023 - journal.ikippgriptk.ac.id
Abstract Sekolah Siaga Bencana sebagai solusi dalam mereduksi dampak dari bencana
terhadap kelompok rentan, terutama anak-anak di sekolah. Pengabdian ini bertujuan untuk …