For example, in the Himalayas, the tremor occurred because earthquakes unstabilized the mountains, which led to landslides. Volcanic eruptions in specific regions can also cause landslides. Landslides often occur in mountain regions while making roads and construction; a large number of rocks has to...
Terrain visibility impact on the preparation of landslide inventories: a practical example in Darjeeling district (India)LANDSLIDESINVENTORIESTECHNICAL reportsRISK assessmentROAD closuresROAD safety measuresLandslide inventories are used for multiple purposes including landscape characterisation and monitoring, and ...
2021). At the same time, this also implies that other factors that cause a decrease in forest cover, and thus NDVI, introduce errors and uncertainties, for example wildfires, accelerated erosion, constructions and logging. The NDVI is utilized to monitor the vegetation change, which is the ...
example, a Level-3 SNN can include Level-1, Level-2 and Level-3 composite features. Using composite features, SNNs can approximate any continuous function for inputs within a specific range as a polynomial expansion to any desired precision. This ability allows SNNs to retain a level of accur...
For example, to detect extremely slow-moving landslides, Lu et al.54 introduced Persistent Scatterers Interferometry Hotspot and Cluster Analysis (PSI-HCA) and applied Getis-Ord Gi* statistics to run this approach. They evaluated the clustering level of Persistent Scatterers. The literature55,56,57...
2021). A literature review of geomorphological hazards in the eastern Mediterranean revealed an almost complete absence of studies related to landslide susceptibility in CMA which is prone to annual landslide events. For example, landslides in the winter of 2019 caused severe consequences regarding ...
In:nullProceedings of the IEEE Conference on Computer Vision and Pattern Recognition,nullpp. 1-9. [93] Tien, Y., Xu, C., Hong, H., Zhou, Q., Wang, D., 2019. Mapping earthquake-triggered landslide susceptibility by use of artificial neural network (ANN) models: an example of the ...
Deformation history and processes during accretion of seamounts in subduction zones: The example of the Durkan Complex (Makran, SE Iran)[J]. Geoscience Frontiers, 2023, 14(2): 101522. DOI: 10.1016/j.gsf.2022.101522 [2] Ali Golkarian, Khabat Khosravi, Mahdi Panahi, John J. Clague. Spatial...
Guo C, Zhang Y, Yuan H et al (2023) Study of an ancient landslide reactivation mechanism based on centrifuge model testing: an example of the Jiangdingya ancient landslide reactivation in 2018, Gansu Province, China. Landslides 20:127–141. https://doi.org/10.1007/s10346-022-01978-5 Arti...
However, in cases where a certain level of knowledge is absent, the OBIA will fail on segmentation (Majd et al. 2019), as shown by our simple OBIA approach. Therefore, our experiments in this study can be an example of the importance of integrating object-based classification with the DL ...