[HTML][HTML] Deep learning for geological hazards analysis: Data, models, applications, and opportunities

Z Ma, G Mei - Earth-Science Reviews, 2021 - Elsevier
As natural disasters are induced by geodynamic activities or abnormal changes in the
environment, geological hazards tend to wreak havoc on the environment and human …

[HTML][HTML] Landslide inventory maps: New tools for an old problem

F Guzzetti, AC Mondini, M Cardinali, F Fiorucci… - Earth-Science …, 2012 - Elsevier
Landslides are present in all continents, and play an important role in the evolution of
landscapes. They also represent a serious hazard in many areas of the world. Despite their …

High-resolution topography for understanding Earth surface processes: Opportunities and challenges

P Tarolli - Geomorphology, 2014 - Elsevier
In the last decade, a range of new remote-sensing techniques has led to a dramatic increase
in terrain information, providing new opportunities for a better understanding of Earth surface …

[HTML][HTML] Use of LIDAR in landslide investigations: a review

M Jaboyedoff, T Oppikofer, A Abellán, MH Derron… - Natural hazards, 2012 - Springer
This paper presents a short history of the appraisal of laser scanner technologies in
geosciences used for imaging relief by high-resolution digital elevation models (HRDEMs) …

[HTML][HTML] Remote sensing for landslide investigations: An overview of recent achievements and perspectives

M Scaioni, L Longoni, V Melillo, M Papini - Remote Sensing, 2014 - mdpi.com
Landslides represent major natural hazards, which cause every year significant loss of lives
and damages to buildings, properties and lifelines. In the last decades, a significant increase …

[HTML][HTML] The new landslide inventory of Tuscany (Italy) updated with PS-InSAR: geomorphological features and landslide distribution

A Rosi, V Tofani, L Tanteri, C Tacconi Stefanelli… - Landslides, 2018 - Springer
In this paper, the updating of the landslide inventory of Tuscany region is presented. To
achieve this goal, satellite SAR data processed with persistent scatter interferometry (PSI) …

Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets

JM Wheaton, J Brasington, SE Darby… - … surface processes and …, 2010 - Wiley Online Library
Repeat topographic surveys are increasingly becoming more affordable, and possible at
higher spatial resolutions and over greater spatial extents. Digital elevation models (DEMs) …

UAV-based remote sensing of the Super-Sauze landslide: Evaluation and results

U Niethammer, MR James, S Rothmund, J Travelletti… - Engineering …, 2012 - Elsevier
Unmanned aerial vehicles (UAVs) equipped with digital compact cameras can be used to
map landslides quickly and at a high ground resolution. Images taken by a radio-controlled …

Landslide detection using residual networks and the fusion of spectral and topographic information

MI Sameen, B Pradhan - Ieee Access, 2019 - ieeexplore.ieee.org
Landslide inventories are in high demand for risk assessment of this natural hazard,
particularly in tropical mountainous regions. This research designed residual networks for …

The use of remotely piloted aircraft systems (RPASs) for natural hazards monitoring and management

D Giordan, Y Hayakawa, F Nex… - … hazards and earth …, 2018 - nhess.copernicus.org
The number of scientific studies that consider possible applications of remotely piloted
aircraft systems (RPASs) for the management of natural hazards effects and the …