Hyperspectral remote sensing of plant pigments

被引:496
作者
Blackburn, George Alan [1 ]
机构
[1] Univ Lancaster, Dept Geog, Lancaster LA1 4YB, England
关键词
anthocyanins; carotenoids; chlorophyll; hyperspectral; optical properties; pigments; radiative transfer; reflectance; remote sensing;
D O I
10.1093/jxb/erl123
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The dynamics of pigment concentrations are diagnostic of a range of plant physiological properties and processes. This paper appraises the developing technologies and analytical methods for quantifying pigments non-destructively and repeatedly across a range of spatial scales using hyperspectral remote sensing. Progress in deriving predictive relationships between various characteristics and transforms of hyperspectral reflectance data are evaluated and the roles of leaf and canopy radiative transfer models are reviewed. Requirements are identified for more extensive intercomparisons of different approaches and for further work on the strategies for interpreting canopy scale data. The paper examines the prospects for extending research to the wider range of pigments in addition to chlorophyll, testing emerging methods of hyperspectral analysis and exploring the fusion of hyperspectral and LIDAR remote sensing. In spite of these opportunities for further development and the refinement of techniques, current evidence of an expanding range of applications in the ecophysiological, environmental, agricultural, and forestry sciences highlights the growing value of hyperspectral remote sensing of plant pigments.
引用
收藏
页码:855 / 867
页数:13
相关论文
共 137 条
  • [81] Estimating canopy chlorophyll concentration from field and airborne spectra
    Jago, RA
    Cutler, MEJ
    Curran, PJ
    [J]. REMOTE SENSING OF ENVIRONMENT, 1999, 68 (03) : 217 - 224
  • [82] Radiation measurement for plant ecophysiology
    Jones, HG
    Archer, N
    Rotenberg, E
    Casa, R
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2003, 54 (384) : 879 - 889
  • [83] KIM MS, 1994, ISPRS 6 INT C PHYS M, P299
  • [84] Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression
    Kokaly, RF
    Clark, RN
    [J]. REMOTE SENSING OF ENVIRONMENT, 1999, 67 (03) : 267 - 287
  • [85] Radiative transfer modeling within a heterogeneous canopy for estimation of forest fire fuel properties
    Kötz, B
    Schaepman, M
    Morsdorf, F
    Bowyer, P
    Itten, K
    Allgöwer, B
    [J]. REMOTE SENSING OF ENVIRONMENT, 2004, 92 (03) : 332 - 344
  • [86] LAMPARTER T, 1994, PHOTOCHEM PHOTOBIOL, V60, P79
  • [87] Landsberg S., 1996, USE REMOTE SENSING M, P273
  • [88] Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    le Maire, G
    François, C
    Dufrêne, E
    [J]. REMOTE SENSING OF ENVIRONMENT, 2004, 89 (01) : 1 - 28
  • [89] LICHTENTHALER HK, 1987, METHOD ENZYMOL, V148, P350
  • [90] Non-destructive determination of chlorophyll content of leaves of a green and an aurea mutant of tobacco by reflectance measurements
    Lichtenthaler, HK
    Gitelson, A
    Lang, M
    [J]. JOURNAL OF PLANT PHYSIOLOGY, 1996, 148 (3-4) : 483 - 493