Mapping forest background reflectivity over North America with Multi-angle Imaging SpectroRadiometer (MISR) data

被引:65
作者
Pisek, Jan [1 ,2 ,3 ]
Chen, Jing M. [2 ,3 ]
机构
[1] Tartu Observ, EE-61602 Toravere, Tartumaa, Estonia
[2] Univ Toronto, Dept Geophy, Toronto, ON M5S 3G3, Canada
[3] Univ Toronto, Program Planning, Toronto, ON M5S 3G3, Canada
关键词
Multi-angle remote sensing; MISR; Forest understory; LAI; LEAF-AREA INDEX; BIDIRECTIONAL REFLECTANCE MODEL; BOREAL FORESTS; DIRECTIONAL REFLECTANCE; UNDERSTORY REFLECTANCE; CANOPY REFLECTANCE; VEGETATION INDEXES; SEASONAL-VARIATION; CONIFEROUS FOREST; GROUND VEGETATION;
D O I
10.1016/j.rse.2009.07.003
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The spatial and temporal patterns of the forest background optical properties are critically important in retrieving the biophysical parameters of the forest canopy (overstory) and in ecosystem modeling. In this paper we carry out background reflectivity mapping over conterminous United States, Canada, Mexico, and the Caribbean land mass using Multi-angle Imaging SpectroRadiometer (MISR) data at 1.1 km resolution. The refined methodology uses the nadir and 45 degrees forward directions of the MISR camera images. The background reflectivity is shown to vary between coniferous and deciduous stands, particularly in the near-infrared band. and with the overall amount of overstory vegetation. The largest seasonal differences were observed over a boreal region. The main drawback is a high amount of missing MISR data due to the presence of clouds and other atmospheric effects. The paper also contains a demonstration of the effect on LAI estimates when the dynamic background reflectivity information is inserted into a global LAI algorithm. Multi-angular remote sensing is thus shown to enable us to effectively map yet another forest structure parameter over large areas, which was not possible using mono-angle data. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:2412 / 2423
页数:12
相关论文
共 94 条
[1]   Evaluation of national and global LAI products derived from optical remote sensing instruments over Canada [J].
Abuelgasim, Abdelgadir A. ;
Fernandes, Richard A. ;
Leblanc, Sylvain G. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (07) :1872-1884
[2]   Monitoring spring canopy phenology of a deciduous broadleaf forest using MODIS [J].
Ahl, Douglas E. ;
Gower, Stith T. ;
Burrows, Sean N. ;
Shabanov, Nikolay V. ;
Myneni, Ranga B. ;
Knyazikhin, Yuri .
REMOTE SENSING OF ENVIRONMENT, 2006, 104 (01) :88-95
[3]  
[Anonymous], KASVIT MUUTTUVASSA M
[4]   Variability of biome reflectance directional signatures as seen by POLDER [J].
Bacour, C ;
Bréon, FM .
REMOTE SENSING OF ENVIRONMENT, 2005, 98 (01) :80-95
[5]   LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION -: Part 1:: Principles of the algorithm [J].
Baret, Frederic ;
Hagolle, Olivier ;
Geiger, Bernhard ;
Bicheron, Patrice ;
Miras, Bastien ;
Huc, Mireille ;
Berthelot, Beatrice ;
Nino, Fernando ;
Weiss, Marie ;
Samain, Olivier ;
Roujean, Jean Louis ;
Leroy, Marc .
REMOTE SENSING OF ENVIRONMENT, 2007, 110 (03) :275-286
[6]   GLC2000:: a new approach to global land cover mapping from Earth observation data [J].
Bartholomé, E ;
Belward, AS .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2005, 26 (09) :1959-1977
[7]   Enhanced discrimination of boreal forest covers with directional reflectances from the airborne polarization and directionality of Earth reflectances (POLDER) instrument [J].
Bicheron, P ;
Leroy, M ;
Hautecoeur, O ;
Breon, FM .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1997, 102 (D24) :29517-29528
[8]   Effective interpolation of incomplete satellite-derived leaf-area index time series for the continental United States [J].
Borak, Jordan S. ;
Jasinski, Michael F. .
AGRICULTURAL AND FOREST METEOROLOGY, 2009, 149 (02) :320-332
[9]   The Multi-angle Imaging SpectroRadiometer science data system, its products, tools, and performance [J].
Bothwell, GW ;
Hansen, EG ;
Vargo, RE ;
Miller, KC .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (07) :1467-1476
[10]   A shortwave infrared modification to the simple ratio for LAI retrieval in boreal forests: An image and model analysis [J].
Brown, L ;
Chen, JM ;
Leblanc, SG ;
Cihlar, J .
REMOTE SENSING OF ENVIRONMENT, 2000, 71 (01) :16-25