Estimation of vegetation clumping index using MODIS BRDF data

被引:37
作者
Pisek, Jan [1 ]
Chen, Jing Ming [2 ]
Nilson, Tiit [1 ]
机构
[1] Tartu Observ, EE-61602 Toravere, Tartumaa, Estonia
[2] Univ Toronto, Dept Geog, Toronto, ON M5S 3G3, Canada
关键词
LEAF-AREA INDEX; CANOPY ARCHITECTURE; FOREST STANDS; HEMISPHERICAL PHOTOGRAPHY; BOREAL FORESTS; ENERGY FLUXES; LAI; LANDSCAPE; PARAMETERS; RADIATION;
D O I
10.1080/01431161.2010.507611
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The foliage clumping index quantifies the degree of the deviation of leaf spatial distribution in the canopy from the random case. It is of comparable importance for ecological models as the leaf area index for quantifying radiation interception and distribution in plant canopies. Previously, an improved angular index named normalized difference between hotspot and darkspot was proposed for retrieving the clumping index using multi-angle remote sensing data. Global maps of clumping index have been derived successfully from multi-angular Polarization and Directionality of Earth Reflectance (POLDER) data at 6 km resolution. In this article, we investigate whether it is feasible to derive the clumping index at 500m resolution with the 16-day Moderate Resolution Imaging Spectroradiometer (MODIS) bidirectional reflectance distribution function model parameters product. The results are compared with an assembled set of field measurements from 63 different sites, covering five continents and diverse biomes.
引用
收藏
页码:2645 / 2657
页数:13
相关论文
共 49 条
[1]   Effects of vegetation clumping on two-source model estimates of surface energy fluxes from an agricultural landscape during SMACEX [J].
Anderson, MC ;
Norman, JM ;
Kustas, WP ;
Li, FQ ;
Prueger, JH ;
Mecikalski, JR .
JOURNAL OF HYDROMETEOROLOGY, 2005, 6 (06) :892-909
[2]   Variability in leaf and litter optical properties: Implications for BRDF model inversions using AVHRR, MODIS, and MISR [J].
Asner, GP ;
Wessman, CA ;
Schimel, DS ;
Archer, S .
REMOTE SENSING OF ENVIRONMENT, 1998, 63 (03) :243-257
[3]   Leaf area index measurements at Fluxnet-Canada forest sites [J].
Chen, Jing M. ;
Govind, Ajit ;
Sonnentag, Oliver ;
Zhang, Yongqin ;
Barr, Alan ;
Amiro, Brian .
AGRICULTURAL AND FOREST METEOROLOGY, 2006, 140 (1-4) :257-268
[4]   Global mapping of foliage clumping index using multi-angular satellite data [J].
Chen, JM ;
Menges, CH ;
Leblanc, SG .
REMOTE SENSING OF ENVIRONMENT, 2005, 97 (04) :447-457
[5]   A four-scale bidirectional reflectance model based on canopy architecture [J].
Chen, JM ;
Leblanc, SG .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (05) :1316-1337
[6]   Multi-angular optical remote sensing for assessing vegetation structure and carbon absorption [J].
Chen, JM ;
Liu, J ;
Leblanc, SG ;
Lacaze, R ;
Roujean, JL .
REMOTE SENSING OF ENVIRONMENT, 2003, 84 (04) :516-525
[7]   Leaf area index of boreal forests: Theory, techniques, and measurements [J].
Chen, JM ;
Rich, PM ;
Gower, ST ;
Norman, JM ;
Plummer, S .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1997, 102 (D24) :29429-29443
[8]   QUANTIFYING THE EFFECT OF CANOPY ARCHITECTURE ON OPTICAL MEASUREMENTS OF LEAF-AREA INDEX USING 2 GAP SIZE ANALYSIS-METHODS [J].
CHEN, JM ;
CIHLAR, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (03) :777-787
[9]   Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands [J].
Chen, JM .
AGRICULTURAL AND FOREST METEOROLOGY, 1996, 80 (2-4) :135-163
[10]   Modeling radiation and photosynthesis of a heterogeneous savanna woodland landscape with a hierarchy of model complexities [J].
Chen, Qi ;
Baldocchi, Dennis ;
Gong, Peng ;
Dawson, Todd .
AGRICULTURAL AND FOREST METEOROLOGY, 2008, 148 (6-7) :1005-1020