Remote estimation of chlorophyll content in higher plant leaves

被引:657
|
作者
Gitelson, AA [1 ]
Merzlyak, MN [1 ]
机构
[1] MOSCOW MV LOMONOSOV STATE UNIV,FAC BIOL,DEPT CELL PHYSIOL & IMMUNOL,MOSCOW 19899,RUSSIA
关键词
D O I
10.1080/014311697217558
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Indices for the non-destructive estimation of chlorophyll content were formulated using various instruments to measure reflectance and absorption spectra in visible and near-infrared ranges, as well as chlorophyll contents from several non-related species from different climatic regions. The proposed new algorithms are simple ratios between percentage reflectance at spectral regions that are highly sensitive (540 to 630 nm and around 700 nm) and insensitive (near-infrared) to variations in chlorophyll content: R-NIR/R-700 and R-NIR/R-550. The developed algorithms predicting leaf chemistry from the leaf optics were validated for nine plant species in the range of chlorophyll content from 0.27 to 62.9 mu g cm(-2). An error of less than 4.2 mu g cm(-2) in chlorophyll prediction was achieved. The use of green and red (near 700 nm) channels increases the sensitivity of NDVI to chlorophyll content by about five-fold.
引用
收藏
页码:2691 / 2697
页数:7
相关论文
共 50 条
  • [21] Chlorophyll content estimation of boreal conifers using hyperspectral remote sensing
    Moorthy, I
    Miller, JR
    Noland, TL
    Nielsen, U
    Zarco-Tejada, PJ
    [J]. IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 2568 - 2570
  • [22] Photoprotection in higher plant leaves investigated by delayed chlorophyll fluorescence and picosecond chlorophyll fluorescence decay measurements
    Terjung, F
    [J]. PHOTOSYNTHESIS: MECHANISMS AND EFFECTS, VOLS I-V, 1998, : 2151 - 2154
  • [23] Thermoinduction of Chlorophyll Fluorescence and the Age-Related Condition of Higher Plant Leaves
    T. V. Nesterenko
    V. N. Shikhov
    A. A. Tikhomirov
    [J]. Russian Journal of Plant Physiology, 2001, 48 : 244 - 251
  • [24] Thermoinduction of chlorophyll fluorescence and the age-related condition of higher plant leaves
    Nesterenko, TV
    Shikhov, VN
    Tikhomirov, AA
    [J]. RUSSIAN JOURNAL OF PLANT PHYSIOLOGY, 2001, 48 (02) : 244 - 251
  • [25] The Effect of High Concentration of Negative Ions in the Air on the Chlorophyll Content in Plant Leaves
    B. R. Jovanić
    S. B. Jovanić
    [J]. Water, Air, and Soil Pollution, 2001, 129 : 259 - 265
  • [26] EFFECTS OF DIFFERENT ILLUMINATION TIMES ON CHLOROPHYLL CONTENT IN LEAVES OF WOOD PLANT SEEDLINGS
    NOVIKOVA, AA
    [J]. DOKLADY AKADEMII NAUK BELARUSI, 1974, 18 (03): : 258 - 259
  • [27] The effect of high concentration of negative ions in the air on the chlorophyll content in plant leaves
    Jovanic, BR
    Jovanic, SB
    [J]. WATER AIR AND SOIL POLLUTION, 2001, 129 (1-4): : 259 - 265
  • [28] THE EXPERIENCE IN DETERMINING THE CHLOROPHYLL CONTENT OF PLANT-LEAVES USING COLOR COORDINATES
    KONDRATIEV, KJ
    FEDCHENKO, PP
    BARMINA, IM
    [J]. DOKLADY AKADEMII NAUK SSSR, 1982, 262 (04): : 1022 - 1024
  • [29] Chlorophyll Content Estimation of Jujube Leaves Based on GWLS-SVR Model
    Tuerxun, Nigela
    Naibi, Sulei
    Gao Jian
    Shen Jiang-long
    Zheng Jiang-hua
    Yu Dan-lin
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 41 (06) : 1730 - 1736
  • [30] Chlorophyll Content Estimation of Jujube Leaves Based on GWLS-SVR Model
    Tuerxun, Nigela
    Naibi, Sulei
    Gao, Jian
    Shen, Jiang-Long
    Zheng, Jiang-Hua
    Yu, Dan-Lin
    [J]. Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis, 2021, 41 (06): : 1730 - 1736