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Long-term Monitoring of water dynamics in the Sahel region using the Multi-SAR-System

Bertram, Adina and Wendleder, Anna and Schmitt, Andreas and Huber, Martin (2016) Long-term Monitoring of water dynamics in the Sahel region using the Multi-SAR-System. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, pp. 9-16. ISPRS Congres, 2016-07-12 - 2016-07-19, Prag, Tschechien. doi: 10.5194/isprsarchives-XLI-B8-313-2016. ISSN 1682-1750.

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Abstract

Fresh water is a scarce resource in the West-African Sahel region, seasonally influenced by droughts and floods. Particularly in terms of climate change, the importance of wetlands increases for flora, fauna, human population, agriculture, livestock and fishery. Hence, access to open water is a key factor. Long-term monitoring of water dynamics is of great importance, especially with regard to the spatio-temporal extend of wetlands and drylands. It can predict future trends and facilitate the development of adequate management strategies. Lake Tabalak, a Ramsar wetland of international importance, is one of the most significant ponds in Niger and a refuge for waterbirds. Nevertheless, human population growth increased the pressure on this ecosystem, which is now degrading for all uses. The main objective of the study is a long-term monitoring of the Lake Tabalak’s water dynamics to delineate permanent and seasonal water bodies, using weather- and daytime-independent multi-sensor and multi-temporal Synthetic Aperture Radar (SAR) data available for the study area. Data of the following sensors from 1993 until 2016 are used: Sentinel-1A, TerraSAR-X, ALOS PALSAR-1/2, Envisat ASAR, RADARSAT-1/2, and ERS-1/2. All SAR data are processed with the Multi-SAR-System, unifying the different characteristics of all above mentioned sensors in terms of geometric, radiometric and polarimetric resolution to a consistent format. The polarimetric representation in Kennaugh elements allows fusing single-polarized data acquired by older sensors with multi-polarized data acquired by current sensors. The TANH-normalization guarantees a consistent and therefore comparable description in a closed data range in terms of radiometry. The geometric aspect is solved by projecting all images to an earth-fixed coordinate system correcting the brightness by the help of the incidence angle. The elevation model used in the geocoding step is the novel global model produced by the TanDEM-X satellite mission. The advantage of the Multi-SAR-System is that it comprises ortho-rectification, radiometric enhancement, normalization and Kennaugh decomposition, independent from sensors, modes, polarizations or acquisition date of SAR data. In addition, optical satellite data can be included as well, to fill gaps where SAR data are missing due to the special normalization scheme. This kind of pre-processing is exclusively implemented at the Earth Observation Center of the German Aerospace Center in Oberpfaffenhofen, Germany. Therefore, the dynamic change of the open water of the Lake Tabalak could be classified over dry and rainy seasons and years, using different SAR data. The study provides a unique database and contributes to a better understanding of wetland systems in the Sahel region influenced by human pressure and climate change.

Item URL in elib:https://elib.dlr.de/148264/
Document Type:Conference or Workshop Item (Speech)
Title:Long-term Monitoring of water dynamics in the Sahel region using the Multi-SAR-System
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Bertram, AdinaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wendleder, AnnaUNSPECIFIEDhttps://orcid.org/0009-0005-1534-4732UNSPECIFIED
Schmitt, AndreasUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Huber, MartinUNSPECIFIEDhttps://orcid.org/0000-0003-2665-2149UNSPECIFIED
Date:2016
Journal or Publication Title:International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
DOI:10.5194/isprsarchives-XLI-B8-313-2016
Page Range:pp. 9-16
ISSN:1682-1750
Status:Published
Keywords:SAR, Geocoding, Kennaugh, Sahel Region, Water Dynamics, Long-term Monitoring
Event Title:ISPRS Congres
Event Location:Prag, Tschechien
Event Type:international Conference
Event Start Date:12 July 2016
Event End Date:19 July 2016
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 - TSX/TDX Mission Operations, R - SAR methods
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Land Surface Dynamics
German Remote Sensing Data Center > Leitungsbereich DFD
Deposited By: Bertram, Adina
Deposited On:13 Jan 2022 12:12
Last Modified:24 Apr 2024 20:46

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