Retrieving forest background reflectance in a boreal region from Multi-anglo Imaging SpectroRadiometer (MISR) data

被引:54
作者
Canisius, Francis [1 ]
Chen, Jing M. [1 ]
机构
[1] Univ Toronto, Dept Geog, Toronto, ON M5S 3G3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
multi-angle remote sensing; forest background reflectance; MISR; BOREAS;
D O I
10.1016/j.rse.2006.07.023
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Studies of the bidirectional behavior of forest canopy have shown that the total reflectance of a forest canopy is the combination of illuminated and shaded components of the tree crown as well as the background. In this study, we estimate the background portion from the bidirectional reflection observed by Multi-angle Imaging SpectroRadiometer (MISR) instrument which scans the earth in nine different view angles in an oblique plane relative to the sun. The nadir and 60 degrees forward directions of the MISR images were used to derive the reflectivity of the forest background based on the probabilities of viewing the illuminated tree crown and background on those view angles. The probabilities were estimated using the Four-Scale model. In the study, background reflectivity mosaic images in red and NIR wavelengths covering the BOREAS region during winter and spring seasons were obtained. The mosaic images of winter show high background reflectivity in both wavelengths, and in most of the areas the reflectivity was more than 0.3. In mosaic images of spring the spatial variations in the background reflectivity were considerable. The seasonal changes in the background reflectivity were also studied with multi temporal MISR data, and a similarity in the temporal pattern was found between the retrieved forest background reflectivity and grass land reflectance. These spatial and temporal patterns of the background component retrieved from MISR would be critically important in retrieving the biophysical parameters of vegetation and in ecosystem modeling. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码:312 / 321
页数:10
相关论文
共 38 条
  • [1] [Anonymous], GLOBAL CARBON CYCLE
  • [2] The Multi-angle Imaging SpectroRadiometer science data system, its products, tools, and performance
    Bothwell, GW
    Hansen, EG
    Vargo, RE
    Miller, KC
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (07): : 1467 - 1476
  • [3] Global mapping of foliage clumping index using multi-angular satellite data
    Chen, JM
    Menges, CH
    Leblanc, SG
    [J]. REMOTE SENSING OF ENVIRONMENT, 2005, 97 (04) : 447 - 457
  • [4] A four-scale bidirectional reflectance model based on canopy architecture
    Chen, JM
    Leblanc, SG
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (05): : 1316 - 1337
  • [5] Multi-angular optical remote sensing for assessing vegetation structure and carbon absorption
    Chen, JM
    Liu, J
    Leblanc, SG
    Lacaze, R
    Roujean, JL
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 84 (04) : 516 - 525
  • [6] Spatial distribution of carbon sources and sinks in Canada's forests
    Chen, JM
    Ju, WM
    Cihlar, J
    Price, D
    Liu, J
    Chen, WJ
    Pan, JJ
    Black, A
    Barr, A
    [J]. TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY, 2003, 55 (02): : 622 - 641
  • [7] Multiple-scattering scheme useful for geometric optical modeling
    Chen, JM
    Leblanc, SG
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (05): : 1061 - 1071
  • [8] Canopy attributes of desert grassland and transition communities derived from multiangular airborne imagery
    Chopping, MJ
    Rango, A
    Havstad, KM
    Schiebe, FR
    Ritchie, JC
    Schmugge, TJ
    French, AN
    Su, LH
    McKee, L
    Davis, MR
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 85 (03) : 339 - 354
  • [9] A hemispherical-directional reflectance model as a tool for understanding image distinctions between cultivated and uncultivated bare surfaces
    Cierniewski, J
    Gdala, T
    Karnieli, A
    [J]. REMOTE SENSING OF ENVIRONMENT, 2004, 90 (04) : 505 - 523
  • [10] CIHLAR J, 1997, CAN J REMOTE SENS, V23, P164