Methodology comparison for canopy structure parameters extraction from digital hemispherical photography in boreal forests

被引:337
作者
Leblanc, SG
Chen, JM
Fernandes, R
Deering, DW
Conley, A
机构
[1] Canada Ctr Remote Sensing, Nat Resources Canada, St Hubert, PQ J3Y 8Y9, Canada
[2] Univ Toronto, Dept Geog, Toronto, ON M5S 3G3, Canada
[3] Univ Toronto, Program Planning, Toronto, ON M5S 3G3, Canada
[4] Canada Ctr Remote Sensing, Nat Resources Canada, Ottawa, ON K1A OY7, Canada
[5] NASA, Goddard Space Flight Ctr, Biospher Sci Branch, SSAI, Greenbelt, MD 20771 USA
关键词
leaf area index; canopy architecture; TRAC; hemispherical photography;
D O I
10.1016/j.agrformet.2004.09.006
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The retrieval of canopy architectural parameters using off-the-shelf digital cameras with fish-eye lens is investigated. The technique used takes advantage of the sensor's linear response to light of these cameras to improve the estimation of gap fraction using: (1) the digital numbers of mixed sky-canopy pixels to estimate the within-pixel gap fraction; and (2) this process is done considering the variation in view zenith angle to take into account the sky radiance distribution and the canopy multiple scattering effects. The foliage element clumping index is retrieved over a wide range of view zenith angles using: (1) the accumulated gap size distribution theory developed for the TRAC by Chen and Cihlar (1995a); C (2) the Lang and Xiang (1986) finite-length averaging method; and (3) a method combining the gap size distribution and the Lang and Xiang finite-length methods. Using data from Canadian and Russian boreal forests, comparisons of gap fraction, clumping index and plant area index measured with the tracing radiation and architecture of canopies (TRAC) and digital hemispherical photography are presented. Evaluation of the LAI estimated from digital hemispherical photography with allometric LAI of two boreal forest stands suggest that that the clumping index combined method may be more accurate. (c) 2005 Published by Elsevier B.V.
引用
收藏
页码:187 / 207
页数:21
相关论文
共 64 条
  • [1] [Anonymous], 2002, TRAC MANUAL VERSION
  • [2] Global synthesis of leaf area index observations: implications for ecological and remote sensing studies
    Asner, GP
    Scurlock, JMO
    Hicke, JA
    [J]. GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2003, 12 (03): : 191 - 205
  • [3] BARET F, 1993, CROP STRUCTURE AND LIGHT MICROCLIMATE, P359
  • [4] A method of biophysical parameter retrieval at global scale by inversion of a vegetation reflectance model
    Bicheron, P
    Leroy, M
    [J]. REMOTE SENSING OF ENVIRONMENT, 1999, 67 (03) : 251 - 266
  • [5] Leaf area dynamics of a boreal black spruce fire chronosequence
    Bond-Lamberty, B
    Wang, C
    Gower, ST
    Norman, J
    [J]. TREE PHYSIOLOGY, 2002, 22 (14) : 993 - 1001
  • [6] A COMPARISON OF DIRECT AND INDIRECT METHODS FOR MEASURING LEAF AND SURFACE-AREAS OF INDIVIDUAL BUSHES
    BRENNER, AJ
    ROMERO, MC
    HARO, JG
    GILABERT, MA
    INCOLL, LD
    FERNANDEZ, JM
    PORTER, E
    PUGNAIRE, FI
    YOUNIS, MT
    [J]. PLANT CELL AND ENVIRONMENT, 1995, 18 (11) : 1332 - 1340
  • [7] AN INDEX FOR UNDERSTORY LIGHT LEVELS IN AND AROUND CANOPY GAPS
    CANHAM, CD
    [J]. ECOLOGY, 1988, 69 (05) : 1634 - 1638
  • [8] 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
  • [9] Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements
    Chen, JM
    Pavlic, G
    Brown, L
    Cihlar, J
    Leblanc, SG
    White, HP
    Hall, RJ
    Peddle, DR
    King, DJ
    Trofymow, JA
    Swift, E
    Van der Sanden, J
    Pellikka, PKE
    [J]. REMOTE SENSING OF ENVIRONMENT, 2002, 80 (01) : 165 - 184
  • [10] DEFINING LEAF-AREA INDEX FOR NON-FLAT LEAVES
    CHEN, JM
    BLACK, TA
    [J]. PLANT CELL AND ENVIRONMENT, 1992, 15 (04) : 421 - 429