Analysis of space-borne SAR data for wetland mapping in Virginia riparian ecosystems

被引:100
作者
Bourgeau-Chavez, LL [1 ]
Kasischke, ES [1 ]
Brunzell, SM [1 ]
Mudd, JP [1 ]
Smith, KB [1 ]
Frick, AL [1 ]
机构
[1] Environm Res Inst Michigan, Ann Arbor, MI 48113 USA
关键词
D O I
10.1080/01431160010029174
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this study the utility of NASA's Shuttle Imaging Radar-C ( SIR-C) data are evaluated for wetland mapping and monitoring. The fully polarimetric L- and C-band data are used in hierarchical analysis and maximum likelihood classification techniques. Each map produced is compared with the Environmental Protection Agency's Multi Resolution Land Characteristics classification for pixel-to-pixel accuracy assessment. Results show that both L- and C-band are necessary for detection of flooding beneath vegetated canopies. HH- polarization is found in this study and others to be better than VV for wetland discrimination. The cross-polarizations ( HV or VH) are needed for discrimination of woody versus herbaceous vegetation.
引用
收藏
页码:3665 / 3687
页数:23
相关论文
共 22 条
[1]  
BOURGEAUCHAVEZ LL, 1996, SPIE, V2959
[2]  
Chambers JohnM., 1993, Statistical Models in S
[3]   Knowledge-based land-cover classification using ERS-1/JERS-1 SAR composites [J].
Dobson, MC ;
Pierce, LE ;
Ulaby, FT .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (01) :83-99
[4]  
DOUMLELE DG, 1979, 207 COLL WILL MAR SC
[5]   SIR-C DATA QUALITY AND CALIBRATION RESULTS [J].
FREEMAN, A ;
ALVES, M ;
CHAPMAN, B ;
CRUZ, J ;
KIM, Y ;
SHAFFER, S ;
SUN, J ;
TURNER, E ;
SARABANDI, K .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (04) :848-857
[6]  
GUIGNARD JP, 1993, P 1 ERS 1 S SPAC SER, P151
[7]   RADAR DETECTION OF FLOODING BENEATH THE FOREST CANOPY - A REVIEW [J].
HESS, LL ;
MELACK, JM ;
SIMONETT, DS .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (07) :1313-1325
[8]   DELINEATION OF INUNDATED AREA AND VEGETATION ALONG THE AMAZON FLOODPLAIN WITH THE SIR-C SYNTHETIC-APERTURE RADAR [J].
HESS, LL ;
MELACK, JM ;
FILOSO, S ;
WANG, Y .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (04) :896-904
[9]  
Kasischke ES, 1997, PHOTOGRAMM ENG REM S, V63, P281
[10]   SYNERGISTIC EFFECTS OF COMBINED LANDSAT-TM AND SIR-B DATA FOR FOREST RESOURCES ASSESSMENT [J].
LOZANOGARCIA, DF ;
HOFFER, RM .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1993, 14 (14) :2677-2694