Identification of species of the genus Acer L. using vegetation indices calculated from the hyperspectral images of leaves
2022
Dmitriev, Pavel A. | Kozlovsky, Boris L. | Kupriushkin, Denis P. | Lysenko, V. S. (Vladimir S.) | Rajput, Vishnu D. | Ignatova, Maria A. | Tarik, Ekaterina P. | Kapralova, Olga A. | Tokhtar, Valeriy K. | Singh, Anil Kumar | Minkina, Tatiana | Varduni, Tatiana V. | Sharma, Meenakshi | Taloor, Ajay Kumar | Thapliyal, Asha
Selection of the most suitable spectral vegetation indices which are applicable to the remote sensing of the forest species composition and status, is an important task aimed at the evaluation of the large-scale plant communities. There are 80 vegetation indices have been collected in the present work using the hyperspectral data, including that for the Acer platanoides L., A. saccharinum L. and A. pseudoplatanus L. The obtained data showed that 40 vegetation indices were significantly differed between species in their values simultaneously (all over the experiment) in all the following pairs: A. saccharinum ― A. platanoides, A. saccharinum ― A. pseudoplatanus and A. platanoides ― A. pseudoplatanus. A. platanoides ― A. pseudoplatanus: Boochs2, MCARI2, TCARI2, Vogelmann2 and Vogelmann4; A. platanoides ― A. saccharinum: Carter2, Carter3, Carter4, Carter5, CI, CI2, CRI3, CRI4, Datt, Datt2, Datt3, Datt5, DDn, DWSI4, EGFN, EGFR, EVI, GI, GMI1, GMI2, Green NDVI, Maccioni, MCARI2, mSR2, MTCI, NDVI2, NDVI3, OSAVI2, PARS, PSSR, REP_Li, SR1, SR2, SR3, SR4, SR8, Vogelmann2 and Vogelmann4; A. pseudoplatanus ― A. saccharinum: Carter3, Carter5, CRI3, Datt5, Datt6, DWSI4, EGFN, EGFR, GI, GMI1, Green NDVI, NDVI3, PARS, SR3, SR4, SR5, SR8 and TGI. The selected list of the vegetation indices may be recommended for the identification of the maple species using the method of the remote hyperspectral sensing.
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