Landslide detection, monitoring and prediction with remote-sensing techniques

N Casagli, E Intrieri, V Tofani, G Gigli… - Nature Reviews Earth & …, 2023 - nature.com
Landslides are widespread occurrences that can become catastrophic when they occur near
settlements and infrastructure. Detection, monitoring and prediction are fundamental to …

[HTML][HTML] Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future

AC Mondini, F Guzzetti, KT Chang, O Monserrat… - Earth-Science …, 2021 - Elsevier
Landslides are geomorphological processes that shape the landscapes of all continents,
dismantling mountains and contributing sediments to the river networks. Caused by …

[HTML][HTML] Review of satellite radar interferometry for subsidence analysis

F Raspini, F Caleca, M Del Soldato, D Festa… - Earth-Science …, 2022 - Elsevier
This paper includes a critical review of the existing literature on the use of satellite SAR
imagery for subsidence analysis. Land subsidence, related to multiple natural and human …

Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques

A Novellino, M Cesarano, P Cappelletti, D Di Martire… - Catena, 2021 - Elsevier
This paper describes a novel methodology where Machine Learning Algorithms (MLAs)
have been integrated to assess the landslide risk for slow moving mass movements …

Landslide characterization applying sentinel-1 images and InSAR technique: The muyubao landslide in the three Gorges Reservoir Area, China

C Zhou, Y Cao, K Yin, Y Wang, X Shi, F Catani… - Remote Sensing, 2020 - mdpi.com
Landslides are a common natural hazard that causes casualties and unprecedented
economic losses every year, especially in vulnerable developing countries. Considering the …

[HTML][HTML] Nation-wide mapping and classification of ground deformation phenomena through the spatial clustering of P-SBAS InSAR measurements: Italy case study

D Festa, M Bonano, N Casagli, P Confuorto… - ISPRS Journal of …, 2022 - Elsevier
The rising availability of satellite-based multi-temporal interferometric datasets covering
large areas of the Earth surface constitutes a huge asset in the context of operational …

Landslide monitoring techniques in the Geological Surveys of Europe

MJ Auflič, G Herrera, RM Mateos, E Poyiadji, L Quental… - Landslides, 2023 - Springer
Landslide monitoring is a mandatory step in landslide risk assessment. It requires collecting
data on landslide conditions (eg, areal extent, landslide kinematics, surface topography …

A Novel historical landslide detection approach based on LiDAR and lightweight attention U-Net

C Fang, X Fan, H Zhong, L Lombardo, H Tanyas… - Remote Sensing, 2022 - mdpi.com
Rapid and accurate identification of landslides is an essential part of landslide hazard
assessment, and in particular it is useful for land use planning, disaster prevention, and risk …

Introducing the concept of a ladder of watershed management: A stimulus to promote watershed management approaches

AS Jam, J Mosaffaie - Environmental Science & Policy, 2023 - Elsevier
Watershed Management (WM) as an ever-evolving process should be defined and
developed with its approaches. These approaches, which are developed over time, are the …

Review of works combining GNSS and InSAR in Europe

M Del Soldato, P Confuorto, S Bianchini, P Sbarra… - Remote Sensing, 2021 - mdpi.com
The Global Navigation Satellite System (GNSS) and Synthetic Aperture Radar Interferometry
(InSAR) can be combined to achieve different goals, owing to their main principles. Both …