DocumentCode :
2108087
Title :
Assessing flooding and vegetation structure in forested wetlands using Radarsat SAR imagery
Author :
Townsend, Philip A. ; Foster, Jane R.
Author_Institution :
Center for Environ. Sci., Univ. of Maryland, Frostburg, MD, USA
Volume :
2
fYear :
2002
fDate :
24-28 June 2002
Firstpage :
1171
Abstract :
We used 32 Radarsat SAR images collected between 1996 and 2001 over the Roanoke River floodplain, North Carolina (USA), to assess the utility of C-HH Radarsat SAR for operationally mapping flooding beneath forest canopies. Our objective was to test the sensitivity of standard-beam Radarsat to flooded forests under leaf-on and leaf-off conditions, and at multiple incidence angles (ranging from 10-46°). We found that winter (leaf-off images) could be used to accurately map flooding (>95% accuracy) regardless of incidence angle. Mapping accuracy was acceptable for leaf-on images (>85%) but was nevertheless significantly lower than for leaf-off images. Images at shallow incidence angles (e.g. S6 mode, 41-46°) were especially affected by speckle in the interpretations, whereas images acquired at very steep incidence angles (extended low beam, 10-23°) exhibited a substantial amount of geometric feature displacement that limited their utility for practical applications. For mature forests, forest structure (independent of leaf-on or leaf-off status) did not appear to affect the ability to map flooding; however, separate interpretations were required to delineate flooding in very young, dense successional stands (<15 years). When controlling for flooding status, we found that Radarsat images were sensitive (in a statistical sense) to some components of forest structure (basal area, canopy height, crown depth), especially if both leaf-on and leaf-off images and images acquired at multiple angles were used for the analysis.
Keywords :
radar imaging; remote sensing by radar; rivers; spaceborne radar; synthetic aperture radar; vegetation mapping; AD 1996 to 2001; C-band HH radar; North Carolina; Radarsat-1 SAR imagery; Roanoke River basin; USA; basal area; canopy height; crown depth; flooded forests; flooding assessment; forest canopies; forest structure; forested wetlands; incidence angle; leaf-on conditions; mature forests; vegetation structure; Ecosystems; Floods; Hydrology; Image analysis; Layout; Predictive models; Rivers; Speckle; Testing; Vegetation mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
Type :
conf
DOI :
10.1109/IGARSS.2002.1025811
Filename :
1025811
Link To Document :
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