An integrated approach for the reconstruction of rockfall scenarios from UAV and satellite-based data in the Sorrento Peninsula (southern Italy)
In this work, we present the results of a rockfall trajectory study performed on the south-
western slope of Mt. Catiello (Sorrento Peninsula, southern Italy). Such a study develops …
western slope of Mt. Catiello (Sorrento Peninsula, southern Italy). Such a study develops …
[PDF][PDF] Mapping of a rockfall site with an unmanned aerial vehicle
Rockfall, which is a frequently seen disaster at mountainous regions, gives damage to
residential areas and transportation corridors. A combination of geological, topographical …
residential areas and transportation corridors. A combination of geological, topographical …
[HTML][HTML] Characterization of high and steep slopes and 3D rockfall statistical kinematic analysis for Kangyuqu area, China
W Zhang, X Zhao, X Pan, M Wei, J Yan, J Chen - Engineering Geology, 2022 - Elsevier
In the mountainous areas passed by the Sichuan–Tibet Railway, rockfall is one of the
important geological hazards with characteristics of unpredictable and sudden occurrences …
important geological hazards with characteristics of unpredictable and sudden occurrences …
The economic evaluation of forest protection service against rockfall: a review of experiences and approaches
E Bianchi, C Accastello, D Trappmann, S Blanc… - Ecological …, 2018 - Elsevier
Aside from the provision of food and resources, the ecosystem functions supply humanity a
wide array of services. Hazard reduction is one of these, and its value for communities is …
wide array of services. Hazard reduction is one of these, and its value for communities is …
Application of unmanned aerial vehicle data and discrete fracture network models for improved rockfall simulations
In this research, we present a new approach to define the distribution of block volumes
during rockfall simulations. Unmanned aerial vehicles (UAVs) are utilized to generate high …
during rockfall simulations. Unmanned aerial vehicles (UAVs) are utilized to generate high …
Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter
The accuracy of the evaluation model of rockfall susceptibility lies on reasonable
conditioning factors and algorithm hyperparameters optimization. A rockfall geological …
conditioning factors and algorithm hyperparameters optimization. A rockfall geological …
Quantitative analysis of risk from fragmental rockfalls
J Corominas, G Matas, R Ruiz-Carulla - Landslides, 2019 - Springer
Rockfalls are ubiquitous diffuse hazard in mountain regions, cliffs, and cutslopes, with the
potential of causing victims and severely damaging buildings and infrastructures. A vast …
potential of causing victims and severely damaging buildings and infrastructures. A vast …
A hybrid model using machine learning methods and GIS for potential rockfall source identification from airborne laser scanning data
The main objectives of this paper are to design and evaluate a hybrid approach based on
Gaussian mixture model (GMM) and random forest (RF) for detecting rockfall source areas …
Gaussian mixture model (GMM) and random forest (RF) for detecting rockfall source areas …
Kaya bloklarının 3B nokta bulutunun yersel lazer tarayıcı kullanarak elde edilmesi
A Alptekin, M Yakar - Türkiye LİDAR Dergisi, 2020 - dergipark.org.tr
Dağlık alanlarda en sık görülen doğal afet olan kaya düşmesi can ve mal kayıplarına yol
açmaktadır. Kaya kütleleri üzerindeki kuvvetlerin değişmesi sonucu kaya düşmesi afeti …
açmaktadır. Kaya kütleleri üzerindeki kuvvetlerin değişmesi sonucu kaya düşmesi afeti …
A framework for the integration of nature-based solutions into environmental risk management strategies
Mountainous areas are expected to face increasing societal pressure due to mass tourism
and the rising intensity and frequency of natural hazards triggered by climate change …
and the rising intensity and frequency of natural hazards triggered by climate change …