zhpsЖурнал прикладной спектроскопииZhurnal Prikladnoii Spektroskopii0514-7506B. I. Stepanov Institute of Physics of the National Academy of Scienceszhps-581Research ArticleСтатьиОЦЕНКА СОДЕРЖАНИЯ ХЛОРОФИЛЛА В ЛИСТЬЯХ ЯБЛОНЬ НА ОСНОВЕ ГИПЕРСПЕКТРАЛЬНЫХ ИЗОБРАЖЕНИЙESTIMATION OF CHLOROPHYLL CONTENT IN APPLE LEAVES BASED ON IMAGING SPECTROSCOPYYuR.YuRuiyang

Тайань, 271018

Tai’an, 271018

ZhuX.ZhuXicun

Тайань, 271018;

Tai’an, 271018

sdauhsrs@163.comCaoS.CaoShujing

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XiongJ.XiongJingling

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Tai’an, 271018

 

WenX.WenXin

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Tai’an, 271018

 

JiangY.JiangYuanmao

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Tai’an 271018

ZhaoG.ZhaoGengxing

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Tai’an, 271018

 

Колледж ресурсов и окружающей среды, Шаньдунский сельскохозяйственный университетCollege of Resources and Environment, Shandong Agricultural UniversityКолледж ресурсов и окружающей среды, Шаньдунский сельскохозяйственный университет; Шаньдунский сельскохозяйственный университетCollege of Resources and Environment, Shandong Agricultural University; Key Laboratory of Agricultural Ecology and Environment, Shandong Agricultural UniversityНаучно-технический колледж садоводства, Шаньдунский сельскохозяйственный университетCollege of Horticulture Science and Engineering, Shandong Agricultural University201920032020863425432Copyright © Yu R., Zhu X., Cao S., Xiong J., Wen X., Jiang Y., Zhao G., 20202020Yu R., Zhu X., Cao S., Xiong J., Wen X., Jiang Y., Zhao G.Yu R., Zhu X., Cao S., Xiong J., Wen X., Jiang Y., Zhao G.Данная работа распространяется под лицензией Creative Commons Attribution 4.0.This work is licensed under a Creative Commons Attribution 4.0 License.https://zhps.ejournal.by/jour/article/view/581визуализациялистья яблонисодержание хлорофиллаоценочные моделиimaging spectroscopyapple leaveschlorophyll contentestimating modelsThis paper was supported by the National Nature Science Foundation of China (41671346) and the Funds of Shandong “Double Tops” Program (SYL2017XTTD02).This paper was supported by the National Nature Science Foundation of China (41671346) and the Funds of Shandong “Double Tops” Program (SYL2017XTTD02).ReferencesX. G. Xu, C. J. Zhao, J. H. Wang, W. J. Huang, C. J. Li, H. J. Liu, Spectrosc. Spect. Anal., 31 , 188–191 (2011).X. G. Xu, C. J. Zhao, J. H. Wang, W. J. Huang, C. J. Li, H. J. Liu, Spectrosc. Spect. Anal., 31 , 188–191 (2011).D. N. H. Horler, J. Barber, J. P. Darch, D. C. Ferns, A. R. Barringer, Adv. Space Res., 3 , 175–179 (1983).D. N. H. Horler, J. Barber, J. P. Darch, D. C. Ferns, A. R. Barringer, Adv. Space Res., 3 , 175–179 (1983).A. Maccioni, G. Agati, P. Mazzinghi, J. Photochem. Photobiol. B, 61 , 52–61 (2001).A. Maccioni, G. Agati, P. Mazzinghi, J. Photochem. Photobiol. B, 61 , 52–61 (2001).V. Ciganda, A. Gitelson, J. Schepers, J. Plant Physiol., 166 , 157–167 (2009).V. Ciganda, A. Gitelson, J. Schepers, J. Plant Physiol., 166 , 157–167 (2009).M. Schlemmer, A. Gitelson, J. Schepers, R. Ferguson, Y. Peng, J. Shanahan, D. Rundquist, Int. J. Appl. Earth Observ., 25 , 47–54 (2013).M. Schlemmer, A. Gitelson, J. Schepers, R. Ferguson, Y. Peng, J. Shanahan, D. Rundquist, Int. J. Appl. Earth Observ., 25 , 47–54 (2013).E. R. Hunt Jr , P. C. Doraiswamy, J. E. McMurtrey, C. S. T. Daughtry, E. M. Perry, B. Akhmedov, Int. J. Appl. Earth Observ., 21 , 103–112 (2013).E. R. Hunt Jr , P. C. Doraiswamy, J. E. McMurtrey, C. S. T. Daughtry, E. M. Perry, B. Akhmedov, Int. J. Appl. Earth Observ., 21 , 103–112 (2013).Z. N. Gong, Y. L. Zhao, W. J. Zhao, C. Lin, T. X. Cui, Acta Ecologica Sinica, 34 , 5736–5745 (2014).Z. N. Gong, Y. L. Zhao, W. J. Zhao, C. Lin, T. X. Cui, Acta Ecologica Sinica, 34 , 5736–5745 (2014).X. C. Zhu, G. X. Zhao, R. Y. Wang, F. Dong, L. Wang, T. Lei, Sci. Agricult. Sinica, 43 , 1189–1197 (2010).X. C. Zhu, G. X. Zhao, R. Y. Wang, F. Dong, L. Wang, T. Lei, Sci. Agricult. Sinica, 43 , 1189–1197 (2010).X. J. Yue, D. P. Quan, T. S. Hong, J. Wang, X. M. Qu, H. M. Gan, Trans. CSAE, 31 , 294–302 (2015).X. J. Yue, D. P. Quan, T. S. Hong, J. Wang, X. M. Qu, H. M. Gan, Trans. CSAE, 31 , 294–302 (2015).S. W. Wang, S. Zhao, C. L. Zhang, Z. B. Su, L. F. Wang, Y. Zhao, Trans. CSAE, 32 , 149–154 (2016).S. W. Wang, S. Zhao, C. L. Zhang, Z. B. Su, L. F. Wang, Y. Zhao, Trans. CSAE, 32 , 149–154 (2016).H. S. Li, Plant Physiology and Biochemistry Experimental Principles and Techniques, Beijing, Higher Education Press, 45 (2000).H. S. Li, Plant Physiology and Biochemistry Experimental Principles and Techniques, Beijing, Higher Education Press, 45 (2000).T. He, Study on Land Quality Hyperspectral Remote Sensing Monitoring Method, Wuhan University, Wuhan, 44–54 (2003).T. He, Study on Land Quality Hyperspectral Remote Sensing Monitoring Method, Wuhan University, Wuhan, 44–54 (2003).Y. He, F. Liu, X. L. Li, Y. N. Shao, Spectroscopy and Imaging Technology in Agriculture, Science Press, Beijing, 93, 109, 145 (2016).Y. He, F. Liu, X. L. Li, Y. N. Shao, Spectroscopy and Imaging Technology in Agriculture, Science Press, Beijing, 93, 109, 145 (2016).N. Cristianini, J. S. Taylor, An Introduction to Support Vector Machines and Other Kernel-Based Learning Method, Publishing House of Electronics Industry, Beijing, 24–26 (2004).N. Cristianini, J. S. Taylor, An Introduction to Support Vector Machines and Other Kernel-Based Learning Method, Publishing House of Electronics Industry, Beijing, 24–26 (2004).H. Yan, X. G. Zhang, Y. Q. Ma, Y. D. Li, Acta Automat. Sinica, 28 , 450–455 (2002).H. Yan, X. G. Zhang, Y. Q. Ma, Y. D. Li, Acta Automat. Sinica, 28 , 450–455 (2002).L. Breiman, Machine Learning, 45 , 5–32 (2001).L. Breiman, Machine Learning, 45 , 5–32 (2001).E. Gaston, J. M. Frias, P. J. Cullen, C. P. O’Donnell, A. A. Gowen, J. Agr. Food Chem., 58 , 6226–6233 (2010).E. Gaston, J. M. Frias, P. J. Cullen, C. P. O’Donnell, A. A. Gowen, J. Agr. Food Chem., 58 , 6226–6233 (2010).

The authors declare that there are no conflicts of interest present.