Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data
Around 350 million hectares of land are affected by wildfires every year influencing the
health of ecosystems and leaving a trail of destruction. Accurate information over burned …
health of ecosystems and leaving a trail of destruction. Accurate information over burned …
Landslide detection and susceptibility modeling on cameron highlands (Malaysia): A comparison between random forest, logistic regression and logistic model tree …
We used remote sensing techniques and machine learning to detect and map landslides,
and landslide susceptibility in the Cameron Highlands, Malaysia. We located 152 landslides …
and landslide susceptibility in the Cameron Highlands, Malaysia. We located 152 landslides …
A Possible Land Cover EAGLE Approach to Overcome Remote Sensing Limitations in the Alps Based on Sentinel-1 and Sentinel-2: The Case of Aosta Valley (NW …
T Orusa, D Cammareri, E Borgogno Mondino - Remote Sensing, 2022 - mdpi.com
Land cover (LC) maps are crucial to environmental modeling and define sustainable
management and planning policies. The development of a land cover mapping continuous …
management and planning policies. The development of a land cover mapping continuous …
A tutorial on tomographic synthetic aperture radar methods
SA Khoshnevis, S Ghorshi - SN Applied Sciences, 2020 - Springer
Abstract Synthetic Aperture Radar (SAR) is a type of radar that is mounted on an airborne
platform and aims to increase the resolution of the acquisitions by traveling over the target …
platform and aims to increase the resolution of the acquisitions by traveling over the target …
Aquifer and land subsidence interaction assessment using sentinel-1 data and DInSAR technique
Climate change and overpopulation have led to an increase in water demands worldwide.
As a result, land subsidence due to groundwater extraction and water level decline is …
As a result, land subsidence due to groundwater extraction and water level decline is …
A multi-sensor comparative analysis on the suitability of generated DEM from Sentinel-1 SAR interferometry using statistical and hydrological models
Digital elevation model (DEM) plays a vital role in hydrological modelling and environmental
studies. Many essential layers can be extracted from this land surface information, including …
studies. Many essential layers can be extracted from this land surface information, including …
Applying machine learning and time-series analysis on Sentinel-1A SAR/InSAR for characterizing Arctic tundra hydro-ecological conditions
Synthetic aperture radar (SAR) is a widely used tool for Earth observation activities. It is
particularly effective during times of persistent cloud cover, low light conditions, or where in …
particularly effective during times of persistent cloud cover, low light conditions, or where in …
Modeling SAR Observables by Combining a Crop-Growth Model With Machine Learning
T Nikaein, P Lopez-Dekker… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
In this article, our aim is to estimate synthetic aperture radar (SAR) observables, such as
backscatter in VV and VH polarizations, as well as the VH/VV ratio, cross ratio, and …
backscatter in VV and VH polarizations, as well as the VH/VV ratio, cross ratio, and …
Implementing the European Space Agency's SentiNel Application Platform's Open-Source Python Module for Differential Synthetic Aperture Radar Interferometry …
M Occhipinti, F Carboni, S Amorini, N Paltriccia… - Remote Sensing, 2023 - mdpi.com
Differential SAR Interferometry is a largely exploited technique to study ground
deformations. A key application is the detection of the effects promoted by earthquakes …
deformations. A key application is the detection of the effects promoted by earthquakes …
[HTML][HTML] Assessing the vertical displacement of the grand Ethiopian renaissance dam during its filling using DInSAR technology and its potential acute consequences …
The Grand Ethiopian Renaissance Dam (GERD), formerly known as the Millennium Dam, is
currently under construction and has been filling at a fast rate without sufficient known …
currently under construction and has been filling at a fast rate without sufficient known …