• Laser & Optoelectronics Progress
  • Vol. 53, Issue 2, 23001 (2016)
Han Zhaoying1、*, Zhu Xicun1、2, Wang Ling1, and Zhao Gengxing1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/lop53.023001 Cite this Article Set citation alerts
    Han Zhaoying, Zhu Xicun, Wang Ling, Zhao Gengxing. Hyperspectral Evaluation of SPAD Value of Apple Tree Canopy Based on Continuum-Removed Method[J]. Laser & Optoelectronics Progress, 2016, 53(2): 23001 Copy Citation Text show less
    References

    [1] Yu Yang, Zhao Nanjing, Wang Yin, et al.. Research on the characteristics of lead contained in lead slime by laser-induced breakdown spectroscopy[J]. Chinese J Lasers, 2014, 41(7): 0715001.

    [2] Meng Deshuo, Zhao Nanjing, Liu Wenqing, et al.. Quantitative measurement and analysis of potassium in soil using laserinduced breakdown spectroscopy[J]. Chinese J Lasers, 2014, 41(5): 0515003.

    [3] Meng Deshuo, Zhao Nanjing, Liu Wenqing, et al.. Quantitative measurement of Cr in soil using laser-induced breakdown spectroscopy combined with standard addition method[J]. Chinese J Lasers, 2014, 41(7): 0715002.

    [4] Zou Hongyu, Ding Lixia. Study on estimation model of tea leaf SPAD value based on reflective spectra data[J]. Remote Sensing Information, 2011, (5): 71-75.

    [5] Wang Qianlong, Li Shuo, Lu Yanli, et al.. Nitrogen content inversion based on large sample soil spectral library[J]. Acta Optica Sinica, 2014, 34(9): 0930003.

    [6] Gao Hongzhi, Lu Qipeng, Ding Haiquan, et al.. Robust calibration methods of near-infrared spectrum based on random sample consensus algorithm[J]. Acta Optica Sinica, 2013, 33(s2): s230001.

    [7] Daughtry C S T, Walthall C L, Kim M S, et al.. Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance [J]. Remote Sensing of Environment, 2000, 74(2): 229-239.

    [8] Hansen P M, Schjoerring J K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression[J]. Remote Sensing of Environment, 2003, 86 (4): 542-553.

    [9] Mielke M S, Schaffer B, Schilling A C. Evaluation of reflectance spectroscopy indices for estimation of chlorophyll content in leaves of a tropical tree species[J]. Photosynthetica, 2012, 50(3): 343-352.

    [10] Yang X G, Yu Y, Fan W Y. Chlorophyll content retrieval from hyperspectral remote sensing imagery[J]. Environmental Monitoring and Assessment, 2015, 187(7): 456.

    [11] Sun Xudong, Hao Yong, Zhang Guangwei. Nondestructive detection SPAD value of leaves for Gannan navel orange by visiblenear infrared spectroscopy[J]. Journal of Agricultural Mechanization Research, 2014, (4): 120-126.

    [12] Yue Xuejun, Quan Dongping, Hong Tiansheng, et al.. Non-destructive hyperspectral measurement model of chlorophyll content for citrus leaves[J]. Transactions of the CSAE, 2015, 31(1): 294-302.

    [13] Chen Zhiqiang, Wang Lei, Bai Youlu, et al.. Hyperspectral prediction model for maize leaf SPAD in the whole growth period [J]. Spectroscopy and Spectral Analysis, 2013, 33(10): 2838-2842.

    [14] Wang Qiang, Yi Qiuxiang, Bao Anming, et al.. Estimating chlorophyll density of cotton canopy by hyperspectral reflectance [J]. Transactions of the CSAE, 2012, 28(15): 125-132.

    [15] Li Minxia, Zhang Linsen, Li Bingzhi, et al.. Relationship between spectral reflectance feature and their chlorophyll contentrations and SPAD value of apple leaves[J]. Journal of Northwest Forestry University, 2010, 25(2): 35-39.

    [16] Yao Fuqi, Cai Huanjie, Li Yalong, et al.. Monitoring winter wheat SPAD based on red edge parameter derived from hyperspectral reflectance[J]. China Rural Water and Hydropower, 2015, (3): 84-87.

    [17] Yao Fuqi, Zhang Zhenhua, Yang Runya, et al.. Hyperspectral models for estimating vegetation chlorophyll content based on red edge parameter[J]. Transactions of the CSAE, 2009, 25(S2): 123-129.

    [18] Zhu Xicun, Zhao Gengxing, Jiang Yuanmao, et al.. Estimation of SPAD value of apple leaf in different phenophase based on hyperspectral red edge parameters[J]. Infrared, 2011, 32(12): 31-38.

    [19] Liang Shuang, Zhao Gengxing, Zhu Xicun. Hyperspectral estimation models of chlorophyll content in apple leaves[J]. Spectroscopy and Spectral Analysis, 2012, 32(5): 1367-1370.

    [20] Yi Qiuxiang, Huang Jingfeng, Wang Xiuzhen, et al.. Hyperspectral remote sensing estimation models for chlorophyll concentration in corn[J]. Bulletin of Science and Technology, 2007, 23(1): 83-87.

    [21] Jiang Hailing, Yang Hang, Chen Xiaoping, et al.. Research on accuracy and stability of inversing vegetation chlorophyll content by spectral index method[J]. Spectroscopy and Spectral Analysis, 2015, 35(4): 975-981.

    [22] Xia Tian, Zhou Yong, Zhou Qingbo, et al.. Monitoring winter wheat SPAD based on hyperspectral remote sensing and HJ-1[J]. Resources and Environment in the Yangtze Basin, 2013, 22(3): 307-313.

    [23] Zhu Xicun, Zhao Gengxing, Lei Tong. Reflective spectral characteristics of apple florescence canopy[J]. Transactions of the CSAE, 2009, 25(12): 180-186.

    [24] Han Zhaoying, Zhu Xicun, Liu Qing, et al.. Hyperspectral inversion models for soil organic matter content in the Yellow River Delta[J]. Journal of Plant Nutrition and Fertilizer, 2014, 20(6): 1545-1552.

    [26] Cristianini N, Taylor J S. An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods[M]. Li Guozheng, Wang Meng, Zeng Huajun Trans. Beijing: Publishing House of Electronics Industry, 2004.

    [27] Zhang Xuegong. Introduction to statistical learning theory and support vector machines[J]. Acta Automatica Sinica, 2000, 26(1): 32-42.

    [28] Vogelmann J E, Rock B N, Moss D M. Red-edge spectral measurements from sugar maple leaves[J]. International Journal of Remote Sensing, 1993, 14(8): 1563-1575.

    [29] Clark, R N, Roush, T L. Reflectance spectroscopy: Quantitative analysis techniques for remote sensing applications[J]. Journal of Geophysical Research Solid Earth, 1984, 89(B7): 6329-6340.

    [30] Zhang Xuehong, Tian Qingjiu. Hyperspectral evaluation of nitrogen accumulation in winter wheat leaves based on continuumremoved method[J]. Chinese Journal of Ecology, 2010, 29(1): 181-186.

    [31] Zhang Jinheng. Rice nitrogen nutrition diagnosis using continuum-removed reflectance[J]. Journal of Plant Ecology, 2006, 30(1): 78-82.

    [32] Smith K L, Steven M D, Colls J J. Use of hyperspectral derivative ratios in the red- edge region to identify plant stress responses to gas leaks[J]. Remote Sensing of Environment, 2004, 92(2): 207-217.

    Han Zhaoying, Zhu Xicun, Wang Ling, Zhao Gengxing. Hyperspectral Evaluation of SPAD Value of Apple Tree Canopy Based on Continuum-Removed Method[J]. Laser & Optoelectronics Progress, 2016, 53(2): 23001
    Download Citation