Mapping Forest Background Reflectance in a Boreal Region Using Multiangle Compact Airborne Spectrographic Imager Data

被引:45
作者
Pisek, Jan [1 ,2 ,5 ]
Chen, Jing M. [1 ,5 ]
Miller, John R. [3 ]
Freemantle, James R. [3 ]
Peltoniemi, Jouni I. [4 ]
Simic, Anita [1 ,5 ]
机构
[1] Univ Toronto, Dept Geog, Toronto, ON M5S 3G3, Canada
[2] Tartu Astrophys Observ, EE-61602 Toravere, Estonia
[3] York Univ, Dept Earth & Space Sci & Engn, N York, ON M3J 1P3, Canada
[4] Finnish Geodet Inst, Masala 02431, Finland
[5] Univ Toronto, Program Planning, Toronto, ON M5S 3G3, Canada
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2010年 / 48卷 / 01期
关键词
Background reflectance; Compact Airborne Spectrographic Imager (CASI); Finnish Geodetic Institute Field Goniospectrometer; multiangle remote sensing; understory; LEAF-AREA INDEX; IMAGING-SPECTRORADIOMETER MISR; CANOPY REFLECTANCE; UNDERSTORY VEGETATION; LAI PRODUCTS; SIMPLE RATIO; MODEL; VALIDATION; RETRIEVAL; ANISOTROPY;
D O I
10.1109/TGRS.2009.2024756
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
Forest background, consisting of understory, moss, litter, and soil, contributes significantly to optical remote sensing signals from forests in the boreal region. In this paper, we present results of background reflectance retrieval from multiangle high-resolution Compact Airborne Spectrographic Imager sensor data over a boreal forest area near Sudbury, ON, Canada. Modifications of the background by white and black plastic sheets at two sites provide two extreme limits for the development and testing of an algorithm for retrieving the background information from multiangle data. Measured background reflectances in red and near-infrared bands at six sites in the vicinity of these modified sites are used to validate the algorithm. We also explore the effect of uncertainties in the input forest structural parameters on this retrieval. The results document: 1) capability of the algorithm to retrieve meaningful background reflectance values for various forest stand conditions, particularly in the low to intermediate canopy density range; 2) the effect of background bidirectional reflectance distribution function on retrieved values; 3) performance of the algorithm using data with different cross angle values; and 4) verification of the internal consistency of the geometric-optical 4-Scale model used. The results provide an important platform for the operational estimation of the vegetation background reflectance from the bidirectional reflections observed by the Multiangle Imaging Spectroradiometer instrument.
引用
收藏
页码:499 / 510
页数:12
相关论文
共 71 条
[31]   Relationship of MISR RPV parameters and MODIS BRDF shape indicators to surface vegetation patterns in an Australian tropical savanna [J].
Hill, Michael J. ;
Averill, Clare ;
Jiao, Ziti ;
Schaaf, Crystal B. ;
Armston, John D. .
CANADIAN JOURNAL OF REMOTE SENSING, 2008, 34 :S247-S267
[32]  
IIAMES JS, 2004, P ANN AM SOC PHOT RE
[33]   Hot spot reflectance signatures of common boreal lichens [J].
Kaasalainen, S ;
Rautiainen, M .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2005, 110 (D20) :1-10
[34]   Effect of orbital drift and sensor changes on the time series of AVHRR vegetation index data [J].
Kaufmann, RK ;
Zhou, LM ;
Knyazikhin, Y ;
Shabanov, NV ;
Myneni, RB ;
Tucker, CJ .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (06) :2584-2597
[35]   Reflective properties of natural snow:: Approximate asymptotic theory versus in situ measurements [J].
Kokhanovsky, AA ;
Aoki, T ;
Hachikubo, A ;
Hori, M ;
Zege, EP .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (07) :1529-1535
[36]   A directional multispectral forest reflectance model [J].
Kuusk, A ;
Nilson, T .
REMOTE SENSING OF ENVIRONMENT, 2000, 72 (02) :244-252
[37]   Simulation of the reflectance of ground vegetation in sub-boreal forests [J].
Kuusk, A ;
Lang, M ;
Nilson, T .
AGRICULTURAL AND FOREST METEOROLOGY, 2004, 126 (1-2) :33-46
[38]   A two-layer canopy reflectance model [J].
Kuusk, A .
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2001, 71 (01) :1-9
[39]   The performance of foliage mass and crown radius models in forming the input of a forest reflectance model: A test on forest growth sample plots and Landsat 7 ETM+ images [J].
Lang, Mait ;
Nilson, Tiit ;
Kuusk, Andres ;
Kiviste, Andres ;
Hordo, Maris .
REMOTE SENSING OF ENVIRONMENT, 2007, 110 (04) :445-457
[40]   Investigation of directional reflectance in boreal forests with an improved four-scale model and airborne POLDER data [J].
Leblanc, SG ;
Bicheron, P ;
Chen, JM ;
Leroy, M ;
Cihlar, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (03) :1396-1414