Estimating Plant Macronutrients Using VNIR Spectroradiometry

被引:6
|
作者
Mani, Balamurugan [1 ]
Shanmugam, Jayalakshmi [1 ]
机构
[1] Anna Univ Chennai, Inst Remote Sensing, Chennai, Tamil Nadu, India
来源
关键词
spectroradiometer; groundnut plant; VNIR; leaf nutrient; fertilization; PHOSPHORUS DEFICIENCY; SPECTRAL REFLECTANCE; SEED-GERMINATION; NITROGEN; STRESS;
D O I
10.15244/pjoes/89585
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Leaf nutrient levels are traditionally quantified by laboratory chemical analysis, which is time consuming and requires huge investment. The objective of this research is to estimate the nutrient content of groundnut leaves using an assembled visible near-infrared spectroradiometer (650-900 nm). This method is faster and requires less time and investment compared to conventional chemical analysis. Different fertilizer was applied for different conditions along with one control of groundnut plants. The nutrient deficiency in the groundnut plants was created artificially. The leaf samples were collected in the growth of different days. The samples were analyzed for major nutrient concentrations, which are acquired by field conditions. This research provides the guidelines on the nutrient estimation of the groundnut leaves. The peak reflectance esteem was seen in the infrared range (650-900 nm) and the reflectance value was observed for nitrogen (716 nm), phosphorus (737 nm), and potassium (720 nm). This study may provide guidelines for estimating macronutrients and yield estimation of groundnut plants.
引用
收藏
页码:1831 / 1837
页数:7
相关论文
共 50 条
  • [1] Discrimination of common Mediterranean plant species using field spectroradiometry
    Manevski, Kiril
    Manakos, Ioannis
    Petropoulos, George P.
    Kalaitzidis, Chariton
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2011, 13 (06) : 922 - 933
  • [2] Estimating a Soil Quality Index with VNIR Reflectance Spectroscopy
    Veum, Kristen S.
    Sudduth, Kenneth A.
    Kremer, Robert J.
    Kitchen, Newell R.
    [J]. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2015, 79 (02) : 637 - 649
  • [3] Accumulation of macronutrients in beetroot plant
    Cardoso, Antonio I. I.
    Magro, Felipe O.
    Oliveira Junior, Manoel X.
    Abrahao, Camila
    Tavares, Ana E. B.
    Fernandes, Dirceu M.
    [J]. HORTICULTURA BRASILEIRA, 2017, 35 (03) : 328 - 334
  • [4] Prediction of macronutrients in plant leaves using chemometric analysis and wavelength selection
    Mohammad Malmir
    Iman Tahmasbian
    Zhihong Xu
    Michael B. Farrar
    Shahla Hosseini Bai
    [J]. Journal of Soils and Sediments, 2020, 20 : 249 - 259
  • [5] MODELS FOR ESTIMATING MACRONUTRIENTS IN Mimosa scabrella Bentham
    Teo, Saulo Jorge
    Machado, Sebastiao do Amaral
    Figueiredo Filho, Afonso
    Reissmann, Carlos Bruno
    [J]. CERNE, 2010, 16 (03) : 323 - 334
  • [6] Prediction of macronutrients in plant leaves using chemometric analysis and wavelength selection
    Malmir, Mohammad
    Tahmasbian, Iman
    Xu, Zhihong
    Farrar, Michael B.
    Bai, Shahla Hosseini
    [J]. JOURNAL OF SOILS AND SEDIMENTS, 2020, 20 (01) : 249 - 259
  • [7] Discrimination of rice genotypes using field spectroradiometry
    Das, Bappa
    Sahoo, Rabi N.
    Biswas, Ankur
    Pargal, Sourabh
    Krishna, Gopal
    Verma, Rakesh
    Chinnusamy, Viswanathan
    Sehgal, Vinay K.
    Gupta, Vinod K.
    [J]. GEOCARTO INTERNATIONAL, 2020, 35 (01) : 64 - 77
  • [8] Estimating Biochemical Component Contents of Diverse Plant Leaves with Different Kernel Based Support Vector Regression Models and VNIR Spectroscopy
    Chen Fang-yuan
    Zhou Xin
    Chen Yi-yun
    Wang Yi-han
    Liu Hui-zeng
    Wang Jun-jie
    Wu Guo-feng
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2019, 39 (02) : 428 - 434
  • [9] Estimating Plant Nitrogen by Developing an Accurate Correlation between VNIR-Only Vegetation Indexes and the Normalized Difference Nitrogen Index
    cimtay, Yuecel
    [J]. REMOTE SENSING, 2023, 15 (15)
  • [10] Estimating Canopy Cover Via VNIR/SWIR Hyperspectral Detection Methods
    Salvador, Mark Z.
    Nelson, Whitney L.
    Rall, David L.
    [J]. ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XVI, 2010, 7695