Landslide susceptibility map** core-base factors and models' performance variability: A systematic review

SD Chicas, H Li, N Mizoue, T Ota, Y Du, M Somogyvári - Natural Hazards, 2024 - Springer
Landslides cause significant economic, social, and environmental impacts worldwide.
However, selecting the most suitable model and factors for landslide susceptibility map** …

[HTML][HTML] Deep learning and machine learning models for landslide susceptibility map** with remote sensing data

MA Hussain, Z Chen, Y Zheng, Y Zhou, H Daud - Remote Sensing, 2023 - mdpi.com
Karakoram Highway (KKH) is an international route connecting South Asia with Central Asia
and China that holds socio-economic and strategic significance. However, KKH has extreme …

SBAS-InSAR based validated landslide susceptibility map** along the Karakoram Highway: a case study of Gilgit-Baltistan, Pakistan

I Kulsoom, W Hua, S Hussain, Q Chen, G Khan… - Scientific reports, 2023 - nature.com
Geological settings of the Karakoram Highway (KKH) increase the risk of natural disasters,
threatening its regular operations. Predicting landslides along the KKH is challenging due to …

Landslide susceptibility map** using machine learning algorithm validated by persistent scatterer In-SAR technique

MA Hussain, Z Chen, Y Zheng, M Shoaib, SU Shah… - Sensors, 2022 - mdpi.com
Landslides are the most catastrophic geological hazard in hilly areas. The present work
intends to identify landslide susceptibility along Karakorum Highway (KKH) in Northern …

Recent events of land subsidence in Alaknanda valley: a case study of sinking holy town Joshimath, Uttarakhand, India

D Singh, D Goyal, P Biswakarma, V Joshi - Environment, Development …, 2023 - Springer
Recent events of land subsidence in culturally and tourism-centric Joshimath town in the
Chamoli district of Uttarakhand culminate in declaring the town as a landslide/subsidence …

Sentinel-1A for monitoring land subsidence of coastal city of Pakistan using Persistent Scatterers In-SAR technique

MA Hussain, Z Chen, M Shoaib, SU Shah, J Khan… - Scientific Reports, 2022 - nature.com
Karachi is located in the southern part of Pakistan along the Arabian Sea coast. Relevant
institutions are concerned about the possibility of ground subsidence in the city, contributing …

[HTML][HTML] PS-InSAR based monitoring of land subsidence by groundwater extraction for Lahore Metropolitan City, Pakistan

MA Hussain, Z Chen, Y Zheng, M Shoaib, J Ma… - Remote sensing, 2022 - mdpi.com
Groundwater dynamics caused by extraction and recharge are one of the primary causes of
subsidence in the urban environment. Lahore is the second largest metropolitan city in …

[HTML][HTML] Monitoring land subsidence using PS-InSAR technique in Rawalpindi and islamabad, Pakistan

J Khan, X Ren, MA Hussain, MQ Jan - Remote Sensing, 2022 - mdpi.com
Land subsidence is a major concern in vastly growing metropolitans worldwide. The most
serious risks in this scenario are linked to groundwater extraction and urban development …

[HTML][HTML] Application of tree-based ensemble models to landslide susceptibility map**: A comparative study

A Wei, K Yu, F Dai, F Gu, W Zhang, Y Liu - Sustainability, 2022 - mdpi.com
Ensemble machine learning methods have been widely used for modeling landslide
susceptibility, but there has been no uniform ensemble method for this problem. The main …

Updating inventory, deformation, and development characteristics of landslides in Hunza Valley, NW Karakoram, Pakistan by SBAS-InSAR

X Su, Y Zhang, X Meng, MU Rehman, Z Khalid, D Yue - Remote Sensing, 2022 - mdpi.com
The Hunza Valley, in the northwestern Karakoram Mountains, North Pakistan, is a typical
region with many towns and villages, and a dense population and is prone to landslides …