SCS+C: A modified sun-canopy-sensor topographic correction in forested terrain

被引:306
作者
Soenen, SA [1 ]
Peddle, DR [1 ]
Coburn, CA [1 ]
机构
[1] Univ Lethbridge, Dept Geog, Lethbridge, AB T1K 3M4, Canada
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2005年 / 43卷 / 09期
基金
加拿大自然科学与工程研究理事会;
关键词
canopy reflectance model; forests; radiometric processing; Rocky Mountains; sun-canopy-sensor (SCS); SCS with C-correction (SCS plus C); topographic correction;
D O I
10.1109/TGRS.2005.852480
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Topographic correction based on sun-canopy-sensor (SCS) geometry is more appropriate than terrain-based corrections in forested areas since SCS preserves the geotropic nature of trees (vertical growth) regardless of terrain, view, and illumination angles. However, in some terrain orientations, SCS experiences an overcorrection problem similar to other simple photometric functions. To, address this problem, we propose a new SCS+C correction that accounts for diffuse atmospheric irradiance based on the C-correction. A rigorous, comprehensive, and flexible method for independent validation based on canopy geometric optical reflectance models is also introduced as an improvement over previous validation approaches, and forms a secondary contribution of this paper. Results for a full range of slopes, aspects, and crown closures showed SCS+C provided improved corrections compared to the SCS and four other photometric approaches (cosine, C Minnaert, statistical-empirical) for a Rocky Mountain forest setting in western Canada. It was concluded that SCS+C should be considered for topographic correction of remote sensing imagery in forested terrain.
引用
收藏
页码:2148 / 2159
页数:12
相关论文
共 37 条
[1]  
CAVAYAS F, 1987, CANADIAN J REMOTE SE, V13, P49, DOI DOI 10.1080/07038992.1987.10855108
[2]  
Chen J. M., 2000, Remote Sensing Reviews, V18, P227, DOI [10.1080/02757250009532391, DOI 10.1080/02757250009532391]
[3]  
CIVCO DL, 1989, PHOTOGRAMM ENG REM S, V55, P1303
[4]  
COLBY JD, 1991, PHOTOGRAMM ENG REM S, V57, P531
[5]   Land cover classification using Landsat TM imagery in the tropical highlands: the influence of anisotropic reflectance [J].
Colby, JD ;
Keating, PL .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1998, 19 (08) :1479-1500
[6]  
CONESE C, 1993, PHOTOGRAMM ENG REM S, V59, P1745
[7]  
DYMOND JR, 1999, REMOTE SENS ENVIRON, V64, P166
[8]  
Ekstrand S, 1996, PHOTOGRAMM ENG REM S, V62, P151
[9]   THEMATIC MAPPER ANALYSIS OF TREE COVER IN SEMIARID WOODLANDS USING A MODEL OF CANOPY SHADOWING [J].
FRANKLIN, J ;
DAVIS, FW ;
LEFEBVRE, P .
REMOTE SENSING OF ENVIRONMENT, 1991, 36 (03) :189-202