DocumentCode :
1203237
Title :
Multisensor approach to determine changes of wetland characteristics in semiarid environments (central Spain)
Author :
Schmid, Thomas ; Koch, Magaly ; Gumuzzio, Jose
Author_Institution :
Dept. of Environ., Res. Centre for Energy, Environ. & Technol., Madrid, Spain
Volume :
43
Issue :
11
fYear :
2005
Firstpage :
2516
Lastpage :
2525
Abstract :
Saline wetlands in the semiarid environment of Central Spain are fragile and highly dynamic ecosystems that are affected by degradation processes as a result of anthropological influences. An increase in agricultural production has led to the development of large-scale irrigation schemes with overexploitation of groundwater, and with consequent effects on the complex hydrology and associated land use. In this work, data from field, hyperspectral airborne, and multispectral satellite sensors are used in order to determine changes of wetland characteristics over time. The spectra of surface components (soil, vegetation, and salt crusts) were selected from the hyperspectral data and identified as endmembers using a site-specific spectral library. The spectral information contained in these endmembers was extrapolated to a temporal series of broadband multispectral imagery on which spectral unmixing analysis was performed in order to detect changes in the wetland over time. Results showed that the selected wetland components have undergone important changes in both their total area as well as their spatial distribution. These changes are mainly associated with the anthropogenic impact; however, natural influences due to seasonal fluctuations may coincide with the overall changes, although this in general is difficult to determine. Water regulation and agricultural practices directly influence the salinity of the soils and therefore the nature of the hygrophytic vegetation.
Keywords :
hydrological techniques; soil; vegetation mapping; Central Spain; agricultural production; anthropogenic impact; broadband multispectral imagery; change detection; degradation process; ecosystems; groundwater; hydrology; hyperspectral airborne sensor; land use; multisensor approach; multispectral satellite sensor; saline wetlands; salt crusts; semiarid environments; soil; spectral library; spectral unmixing; surface spectra; vegetation; wetland characteristics; Degradation; Ecosystems; Hydrology; Hyperspectral imaging; Hyperspectral sensors; Irrigation; Large-scale systems; Production; Soil; Vegetation mapping; Anthropogenic impact; change detection; multisensor; semiarid environments; spectral library; spectral unmixing; wetlands;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2005.852082
Filename :
1522612
Link To Document :
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