GI_Forum 2022, Volume 10, Issue 1
|
Verlag der Österreichischen Akademie der Wissenschaften Austrian Academy of Sciences Press
A-1011 Wien, Dr. Ignaz Seipel-Platz 2
Tel. +43-1-515 81/DW 3420, Fax +43-1-515 81/DW 3400 https://verlag.oeaw.ac.at, e-mail: verlag@oeaw.ac.at |
|
DATUM, UNTERSCHRIFT / DATE, SIGNATURE
BANK AUSTRIA CREDITANSTALT, WIEN (IBAN AT04 1100 0006 2280 0100, BIC BKAUATWW), DEUTSCHE BANK MÜNCHEN (IBAN DE16 7007 0024 0238 8270 00, BIC DEUTDEDBMUC)
|
GI_Forum 2022, Volume 10, Issue 1 ISSN 2308-1708 Online Edition ISBN 978-3-7001-9287-9 Online Edition
Francesco Collivignarelli,
Lorenz Wendt
S. 98 - 106 doi:10.1553/giscience2022_01_s98 Verlag der Österreichischen Akademie der Wissenschaften doi:10.1553/giscience2022_01_s98
Abstract: Remote sensing and geographic information technologies are widely used in various aspects of the humanitarian sector’s activities. In the surface water mapping domain, Earth Observation plays a central role, enabling action at the level of disaster response as well as in preventive risk analysis. Most methodologies, however, rely on optical image analysis techniques that are not operational in cloudy conditions, that typically occur during the rainy season. In this article, we present a methodology that exploits SAR data exclusively. Being acquired in the microwave spectrum, SAR can operate irrespective of the weather and time of day. As a use case, we demonstrate the possible intersection of surface water layers with population and VGI data, which can provide enhanced information concerning displaced people and accessibility. The study area is the administrative unit level 3 of Pibor, South Sudan, which is reported to be particularly challenging in terms of logistics as well as for its environmental conditions. The results cover a multi-temporal dataset from 2017 to 2021, and a cross-validation is provided for a selected date showing an overall accuracy of 88.74% for the relevant surface water layer. Keywords: surface water mapping, synthetic aperture radar (SAR), humanitarian sector, displaced people, accessibility Published Online: 2022/06/29 12:09:21 Object Identifier: 0xc1aa5576 0x003d8813 Rights:https://creativecommons.org/licenses/by-nd/4.0/
GI_Forum publishes high quality original research across the transdisciplinary field of Geographic Information Science (GIScience). The journal provides a platform for dialogue among GI-Scientists and educators, technologists and critical thinkers in an ongoing effort to advance the field and ultimately contribute to the creation of an informed GISociety. Submissions concentrate on innovation in education, science, methodology and technologies in the spatial domain and their role towards a more just, ethical and sustainable science and society. GI_Forum implements the policy of open access publication after a double-blind peer review process through a highly international team of seasoned scientists for quality assurance. Special emphasis is put on actively supporting young scientists through formative reviews of their submissions. Only English language contributions are published.
|
Verlag der Österreichischen Akademie der Wissenschaften Austrian Academy of Sciences Press
A-1011 Wien, Dr. Ignaz Seipel-Platz 2
Tel. +43-1-515 81/DW 3420, Fax +43-1-515 81/DW 3400 https://verlag.oeaw.ac.at, e-mail: verlag@oeaw.ac.at |