[HTML][HTML] Historical background and current developments for mapping burned area from satellite Earth observation

E Chuvieco, F Mouillot, GR Van der Werf… - Remote Sensing of …, 2019 - Elsevier
Fire has a diverse range of impacts on Earth's physical and social systems. Accurate and up
to date information on areas affected by fire is critical to better understand drivers of fire …

A review of the status of satellite remote sensing and image processing techniques for mapping natural hazards and disasters

KE Joyce, SE Belliss, SV Samsonov… - Progress in physical …, 2009 - journals.sagepub.com
In the event of a natural disaster, remote sensing is a valuable source of spatial information
and its utility has been proven on many occasions around the world. However, there are …

Near real-time wildfire progression monitoring with Sentinel-1 SAR time series and deep learning

Y Ban, P Zhang, A Nascetti, AR Bevington… - Scientific reports, 2020 - nature.com
In recent years, the world witnessed many devastating wildfires that resulted in destructive
human and environmental impacts across the globe. Emergency response and rapid …

Change detection techniques

D Lu, P Mausel, E Brondizio… - International journal of …, 2004 - Taylor & Francis
Timely and accurate change detection of Earth's surface features is extremely important for
understanding relationships and interactions between human and natural phenomena in …

[HTML][HTML] Burned area detection and mapping using Sentinel-1 backscatter coefficient and thermal anomalies

MA Belenguer-Plomer, MA Tanase… - Remote Sensing of …, 2019 - Elsevier
This paper presents a burned area mapping algorithm based on change detection of
Sentinel-1 backscatter data guided by thermal anomalies. The algorithm self-adapts to the …

[PDF][PDF] Remote sensing and GIS for natural hazards assessment and disaster risk management

CJ Van Westen - Treatise on geomorphology, 2013 - itc.nl
The world has experienced an increasing impact of disasters in the past decades. Many
regions are exposed to natural hazards, each with unique characteristics. The main causes …

[HTML][HTML] Learning U-Net without forgetting for near real-time wildfire monitoring by the fusion of SAR and optical time series

P Zhang, Y Ban, A Nascetti - Remote Sensing of Environment, 2021 - Elsevier
Wildfires are increasing in intensity and frequency across the globe due to climate change
and rising global temperature. Development of novel approach to Monitor wildfire …

Remote sensing of forest burnt area, burn severity, and post-fire recovery: A review

E Kurbanov, O Vorobev, S Lezhnin, J Sha, J Wang… - Remote Sensing, 2022 - mdpi.com
Wildland fires dramatically affect forest ecosystems, altering the loss of their biodiversity and
their sustainability. In addition, they have a strong impact on the global carbon balance and …

Change detection techniques with synthetic aperture radar images: Experiments with random forests and Sentinel-1 observations

P Mastro, G Masiello, C Serio, A Pepe - Remote Sensing, 2022 - mdpi.com
This work aims to clarify the potential of incoherent and coherent change detection (CD)
approaches for detecting and monitoring ground surface changes using sequences of …

Comparison of AVIRIS and Landsat ETM+ detection capabilities for burn severity

JW Van Wagtendonk, RR Root, CH Key - Remote sensing of environment, 2004 - Elsevier
Our study compares data on burn severity collected from multi-temporal Airborne Visible and
Infrared Imaging Spectrometer (AVIRIS) with similar data from the Enhanced Thematic …