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Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data

Grivei, Alexandru Cosmin and Vaduva, Corina and Datcu, Mihai (2020) Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data. In: 13th International Conference on Communications, COMM 2020, pp. 189-192. IEEE. 13th International Conference on Communications (COMM), 2020-06-18 - 2020-06-20, Bucharest, Romania. doi: 10.1109/COMM48946.2020.9141999. ISBN 978-1-72815-611-8.

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Official URL: https://ieeexplore.ieee.org/document/9141999


Wildfires become more frequent in the context of global warming and severe drought in several parts of the globe. Earth observation data can be used to provide information in such cases, but sometimes, when using optical satellite imagery, the evaluation of the effects produced by ongoing large scale forest fires, can be impeded by smoke. It can reduce the accuracy of the information required by disaster management authorities when allocating resources. To improve both the usability of optical remote sensing data and the quality of the obtained information we compare multiple feature extraction, classification, and visual enhancement methods and algorithms for land cover mapping of smoke covered Sentinel-2 data. The demonstration is performed for the 2019 forest fires in Australia.

Item URL in elib:https://elib.dlr.de/140997/
Document Type:Conference or Workshop Item (Speech)
Title:Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Grivei, Alexandru CosminUniversity Politehnica of Bucharest, RomaniaUNSPECIFIEDUNSPECIFIED
Vaduva, CorinaUniversity Politehnica, BucharestUNSPECIFIEDUNSPECIFIED
Journal or Publication Title:13th International Conference on Communications, COMM 2020
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Page Range:pp. 189-192
Keywords:forest fires, sentinel-2, land cover mapping, australia, smoke mapping
Event Title:13th International Conference on Communications (COMM)
Event Location:Bucharest, Romania
Event Type:international Conference
Event Start Date:18 June 2020
Event End Date:20 June 2020
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Remote Sensing and Geo Research
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > EO Data Science
Deposited By: Bratasanu, Ion-Dragos
Deposited On:19 Feb 2021 18:13
Last Modified:24 Apr 2024 20:41

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