Multi-Temporal Image Analysis for Fluvial Morphological Characterization with Application to Albanian Rivers

A procedure for the characterization of the temporal evolution of river morphology is presented. Wet and active river channels are obtained from the processing of imagery datasets. Information about channel widths and active channel surface subdivision in water, vegetation and gravel coverage classe...

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Veröffentlicht in:ISPRS international journal of geo-information 2018-08, Vol.7 (8), p.314
Hauptverfasser: Spada, Daniele, Molinari, Paolo, Bertoldi, Walter, Vitti, Alfonso, Zolezzi, Guido
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Sprache:eng
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Zusammenfassung:A procedure for the characterization of the temporal evolution of river morphology is presented. Wet and active river channels are obtained from the processing of imagery datasets. Information about channel widths and active channel surface subdivision in water, vegetation and gravel coverage classes are evaluated along with channel centerline lengths and sinuosity indices. The analysis is carried out on a series of optical remotely-sensed imagery acquired by different satellite missions during the time period between 1968 and 2017. Data from the CORONA, LANDSAT and Sentinel-2 missions were considered. Besides satellite imagery, a digital elevation model and aerial ortho-photos were also used. The procedure was applied to three, highly dynamic, Albanian rivers: Shkumbin, Seman and Vjosë, showing a high potential for application in contexts with limitations in ground data availability. The results of the procedure were assessed against reference data produced by means of expert interpretation of a reference set of river reaches. The results differ from reference values by just a few percentage points (
ISSN:2220-9964
2220-9964
DOI:10.3390/ijgi7080314