• search hit 1 of 0
Back to Result List

Monitoring seasonal changes in the water surface areas of reservoirs using TerraSAR-X time series data in semiarid northeastern Brazil

  • The 933 km(2) Bengue catchment in northeastern Brazil is characterized by distinct rainy and dry seasons. Precipitation is stored in variously sized reservoirs, which is essential for the local population. In this study, we used TerraSAR-X SM(HH) data for an one-year monitoring of seasonal changes in the reservoir areas from July 2011 to July 2012. The monitoring was based on acquisitions in the ascending pass direction, complemented by occasional descending-pass images. To detect water surface areas, a histogram analysis followed by a global threshold classification was performed, and the results were validated using in situ GPS data. Distinguishing between small reservoirs and similar looking dark areas was difficult. Therefore, we tested several approaches for identifying misclassified areas. An analysis of the surface area dynamics of the reservoirs indicated high spatial and temporal heterogeneities and a large decrease in the total water surface area of the reservoirs in the catchment by approximately 30% within one year.

Export metadata

Additional Services

Search Google Scholar Statistics
Metadaten
Author details:Iris Heine, Till FranckeORCiDGND, Christian Rogass, Pedro Henrique Augusto MedeirosORCiD, Axel BronstertORCiDGND, Saskia FörsterORCiDGND
DOI:https://doi.org/10.1109/JSTARS.2014.2323819
ISSN:1939-1404
ISSN:2151-1535
Title of parent work (English):IEEE journal of selected topics in applied earth observations and remote sensing
Publisher:Inst. of Electr. and Electronics Engineers
Place of publishing:Piscataway
Publication type:Article
Language:English
Year of first publication:2014
Publication year:2014
Release date:2017/03/27
Tag:Image classification; monitoring; radar imaging; remote sensing; synthetic aperture radar (SAR)
Volume:7
Issue:8
Number of pages:10
First page:3190
Last Page:3199
Funding institution:DFG; Helmholtz Association of German Research Centres Initiative-Networking Fund for funding a Helmholtz Virtual Institute [VH-VI-415]; DLR [HYD1167]; [CNPq-474323/2011-0]
Organizational units:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Geowissenschaften
Peer review:Referiert
Institution name at the time of the publication:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Erd- und Umweltwissenschaften
Accept ✔
This website uses technically necessary session cookies. By continuing to use the website, you agree to this. You can find our privacy policy here.