Advancements in satellite image classification: methodologies, techniques, approaches and applications
Segmentation and classification are two imperative, yet challenging tasks in image analysis
for remote-sensing applications. In the former, an image is divided into spatially continuous …
for remote-sensing applications. In the former, an image is divided into spatially continuous …
Active-learning approaches for landslide mapping using support vector machines
Z Wang, A Brenning - Remote Sensing, 2021 - mdpi.com
Ex post landslide mapping for emergency response and ex ante landslide susceptibility
modelling for hazard mitigation are two important application scenarios that require the …
modelling for hazard mitigation are two important application scenarios that require the …
Flood hazard susceptibility assessment in Chiffa wadi watershed and along the first section of Algeria North–South highway using GIS and AHP method
A Goumrasa, M Guendouz, MS Guettouche… - Applied Geomatics, 2021 - Springer
Flood susceptibility mapping and assessment are essential to determine adequate
protective measures to ensure an area or infrastructure's safety. This study aims to assess …
protective measures to ensure an area or infrastructure's safety. This study aims to assess …
Landslide scar/soil erodibility mapping using Landsat TM/ETM+ bands 7 and 3 Normalised Difference Index: A case study of central region of Kenya
MW Mwaniki, NO Agutu, JG Mbaka, TG Ngigi… - Applied …, 2015 - Elsevier
Landsat series multispectral remote sensing imagery has gained increasing attention in
providing solutions to environmental problems such as land degradation which exacerbate …
providing solutions to environmental problems such as land degradation which exacerbate …
Understanding the occurrences of fault and landslide in the region of West-Cameroon using remote sensing and GIS techniques
Z Aretouyap, FEG Kemgang, JK Domra, D Bisso… - Natural Hazards, 2021 - Springer
Remote sensing was used to visualize the West region with the purpose of investigating
recent natural hazards observed in this area. Various approaches used based on multi …
recent natural hazards observed in this area. Various approaches used based on multi …
Image enhancements of Landsat 8 (OLI) and SAR data for preliminary landslide identification and mapping applied to the central region of Kenya
Image enhancements lead to improved performance and increased accuracy of feature
extraction, recognition, identification, classification and hence change detection. This …
extraction, recognition, identification, classification and hence change detection. This …
Landslide detection and inventory by integrating LiDAR data in a GIS environment
JA Palenzuela, M Marsella, C Nardinocchi, JL Pérez… - Landslides, 2015 - Springer
In this work, a simple methodology is presented for processing high-resolution topographical
data over wide areas. It is based on digital elevation model of differences (DEMoD) among …
data over wide areas. It is based on digital elevation model of differences (DEMoD) among …
GIS-Based Multi-Criteria Decision Analysis Approach (GIS-MCDA) for investigating mass movements' hazard susceptibility along the first section of the Algerian North …
A Goumrasa, M Guendouz, MS Guettouche - Arabian Journal of …, 2021 - Springer
Abstract The North-South highway is a central axis of the Algerian road network. This major
project is expected to enhance the socio-economic development of Algeria. However, its first …
project is expected to enhance the socio-economic development of Algeria. However, its first …
Enhancing deep learning-based landslide detection from open satellite imagery via multisource data fusion of spectral, textural, and topographical features: a case …
Z Ren, J Ma, J Liu, X Deng, G Zhang… - Geocarto …, 2024 - Taylor & Francis
Deep learning (DL) techniques are now predominant in landslide detection, aiding in risk
assessment and disaster management. Detecting old landslides from open satellite imagery …
assessment and disaster management. Detecting old landslides from open satellite imagery …
The 20 February 2010 Madeira Island flash-floods: VHR satellite imagery processing in support of landslide inventory and sediment budget assessment
On 20 February 2010, an extreme rainfall episode occurred on Madeira Island, which
caused an exceptionally strong flash flood and several soil slip-debris flows, producing 45 …
caused an exceptionally strong flash flood and several soil slip-debris flows, producing 45 …