Review of satellite interferometry for landslide detection in Italy
Landslides recurrently impact the Italian territory, producing huge economic losses and
casualties. Because of this, there is a large demand for monitoring tools to support landslide …
casualties. Because of this, there is a large demand for monitoring tools to support landslide …
InSAR 技术在滑坡灾害中的应用研究进展
李晓恩， 周亮， 苏奋振， 吴文周 - 遥感学报, 2021 - ygxb.ac.cn
InSAR 技术作为重要的对地观测技术之一, 已在城市, 矿山, 地质灾害等地表形变监测领域得到
广泛应用与探索, 特别是在滑坡灾害形变监测中具有很强的实用性. 为全面 …
广泛应用与探索, 特别是在滑坡灾害形变监测中具有很强的实用性. 为全面 …
Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling
The main aim of the present study is to explore and compare three state-of-the art data
mining techniques, best-first decision tree, random forest, and naïve Bayes tree, for landslide …
mining techniques, best-first decision tree, random forest, and naïve Bayes tree, for landslide …
Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques
This paper describes a novel methodology where Machine Learning Algorithms (MLAs)
have been integrated to assess the landslide risk for slow moving mass movements …
have been integrated to assess the landslide risk for slow moving mass movements …
Landslide detection using residual networks and the fusion of spectral and topographic information
Landslide inventories are in high demand for risk assessment of this natural hazard,
particularly in tropical mountainous regions. This research designed residual networks for …
particularly in tropical mountainous regions. This research designed residual networks for …
Landslide mapping and monitoring using persistent scatterer interferometry (PSI) technique in the French Alps
Continuous geodetic measurements in landslide prone regions are necessary to avoid
disasters and better understand the spatiotemporal and kinematic evolution of landslides …
disasters and better understand the spatiotemporal and kinematic evolution of landslides …
Satellite radar interferometry: Potential and limitations for structural assessment and monitoring
The present paper analyzes potential and limitations of multi-temporal Differential Synthetic
Aperture Radar Interferometry (DInSAR) techniques applied for the structural monitoring and …
Aperture Radar Interferometry (DInSAR) techniques applied for the structural monitoring and …
Analysis of surface deformations over the whole Italian territory by interferometric processing of ERS, Envisat and COSMO-SkyMed radar data
Interferometric processing of series of data acquired over time by synthetic aperture radar
(SAR) satellites makes it possible to measure millimetric deformations (typically due to …
(SAR) satellites makes it possible to measure millimetric deformations (typically due to …
Landslide susceptibility assessment at the Wuning area, China: A comparison between multi-criteria decision making, bivariate statistical and machine learning …
The aim of this research is to investigate multi-criteria decision making [spatial multi-criteria
evaluation (SMCE)], bivariate statistical methods [frequency ratio (FR), index of entropy …
evaluation (SMCE)], bivariate statistical methods [frequency ratio (FR), index of entropy …
Landslide susceptibility mapping using maximum entropy and support vector machine models along the Highway Corridor, Garhwal Himalaya
VK Pandey, HR Pourghasemi… - Geocarto International, 2020 - Taylor & Francis
The main objective of this study to produce landslide susceptibility zones using maximum
entropy (MaxEnt) and support vector machine (SVM) data-driven models along the Tipari to …
entropy (MaxEnt) and support vector machine (SVM) data-driven models along the Tipari to …