Simulation and analysis of NDVI performance based on vegetation canopy radiative transfer model

被引:0
|
作者
Zeng, Yuyan [1 ,2 ,3 ,4 ,5 ]
Shi, Runhe [1 ,2 ,3 ,4 ,5 ]
Liu, Pudong [1 ,2 ,3 ,4 ,5 ]
Ai, Jinquan [1 ,2 ,3 ,4 ,5 ]
Zhou, Cong [1 ,2 ,3 ,4 ,5 ]
机构
[1] E China Normal Univ, Key Lab Geog Informat Sci, Minist Educ, Shanghai 200062, Peoples R China
[2] E China Normal Univ, Joint Lab Environm Remote Sensing & Data Assimila, Shanghai 200241, Peoples R China
[3] Chinese Acad Sci, Shanghai 200241, Peoples R China
[4] E China Normal Univ, Joint Res Inst New Energy & Environm, Shanghai 200062, Peoples R China
[5] Colorado State Univ, Shanghai 200062, Peoples R China
关键词
PROSAIL; NDVI; LAI; Chlorophyll content; LEAF-AREA INDEX; CHLOROPHYLL CONTENT; LAI; MAIZE;
D O I
10.1117/12.2187221
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper uses PROSAIL model to simulate vegetation canopy reflectance under different chlorophyll contents and Leaf area index (LAI). The changes of NDVIs with different LAIs and chlorophyll contents are analyzed. A simulated spectral dataset was built firstly by using PROSIAL vegetation radiative transfer model with various vegetation chlorophyll concentrations and leaf area index. The responses of NDVIs to LAIs are quantitatively analyzed further based on the dataset. The results show that chlorophyll contents affects canopy reflectance mainly in visible band. Canopy reflectance decreases with an increasing chlorophyll content. Under the same LAI value, NDVI values increase with an increase chlorophyll contents. Under constant content of chlorophyll, NDVIs increases with an increasing LAI. When the value of LAI is less than5, the canopy reflectance is significantly affected by soil background. When value of LAI is higher than5, the earth surface is almost completely covered with vegetation. The increase in LAI has little effect on canopy reflectance and NDVIs consequently. NDVIs increases with the adding of chlorophyll content, when chlorophyll is higher than 40, the rangeability of NDVIs is becoming stable.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] AN ANALYTIC BRDF MODEL OF CANOPY RADIATIVE-TRANSFER AND ITS INVERSION
    LIANG, SL
    STRAHLER, AH
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1993, 31 (05): : 1081 - 1092
  • [32] LCM2: A coupled leaf/canopy radiative transfer model
    Ganapol, BD
    Johnson, LF
    Hlavka, CA
    Peterson, DL
    Bond, B
    REMOTE SENSING OF ENVIRONMENT, 1999, 70 (02) : 153 - 166
  • [33] Stochastic radiative transfer model for mixture of discontinuous vegetation canopies
    Shabanov, Nikolay V.
    Huang, D.
    Knjazikhin, Y.
    Dickinson, R. E.
    Myneni, Ranga B.
    JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2007, 107 (02): : 236 - 262
  • [34] Radiative Transfer Model parametrization for simulating the reflectance of meadow vegetation
    Jarocinska, Anna M.
    MISCELLANEA GEOGRAPHICA, 2014, 18 (02): : 5 - 9
  • [35] Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models
    Morcillo-Pallares, Pablo
    Pablo Rivera-Caicedo, Juan
    Belda, Santiago
    De Grave, Charlotte
    Burriel, Helena
    Moreno, Jose
    Verrelst, Jochem
    REMOTE SENSING, 2019, 11 (20)
  • [36] Fractional vegetation cover estimation in heterogeneous areas by combining a radiative transfer model and a dynamic vegetation model
    Tu, Yixuan
    Jia, Kun
    Liang, Shunlin
    Wei, Xiangqin
    Yao, Yunjun
    Zhang, Xiaotong
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2020, 13 (04) : 487 - 503
  • [37] Modeling the hemispherical scanning, below-canopy lidar and vegetation structure characteristics with a geometric-optical and radiative-transfer model
    Ni-Meister, Wenge
    Strahler, Alan H.
    Woodcock, Curtis E.
    Schaaf, Crystal B.
    Jupp, David L. B.
    Yao, Tian
    Zhao, Feng
    Yang, Xiaoyuan
    CANADIAN JOURNAL OF REMOTE SENSING, 2008, 34 : S385 - S397
  • [38] Simulation of seagrass bed mapping by satellite images based on the radiative transfer model
    Sagawa, Tatsuyuki
    Komatsu, Teruhisa
    OCEAN SCIENCE JOURNAL, 2015, 50 (02) : 335 - 342
  • [39] Simulation of seagrass bed mapping by satellite images based on the radiative transfer model
    Tatsuyuki Sagawa
    Teruhisa Komatsu
    Ocean Science Journal, 2015, 50 : 335 - 342
  • [40] Conversion of 400-1100 nm vegetation albedo measurements into total shortwave broadband albedo using a canopy radiative transfer model
    François, C
    Ottlé, C
    Olioso, A
    Prévot, L
    Bruguier, N
    Ducros, Y
    AGRONOMIE, 2002, 22 (06): : 611 - 618