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Nondestructive Determination of Total Chlorophyll Content in Maize Using Three-Wavelength Diffuse Reflectance

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Journal of Applied Spectroscopy Aims and scope

Chlorophyll in leaves plays a vital role in plant growth and can be used as an indicator of a plant’s nutritional status. In this paper, an experimental setup for measuring total chlorophyll content using three-wavelength diffuse reflectance is proposed, for which light-emitting diodes with peak wavelengths of 640, 660, and 940 nm are used. Two different maize strains, Zhengdan-958 and Xundan-20, fertilized at different levels before the jointing stage, were used to validate this setup. Regression analyses between remission function values of diffuse reflectance and SPAD values, as well as remission function values of diffuse reflectance and the actual total chlorophyll content, were performed. The determination coefficients between remission function values and the actual total chlorophyll content were 0.9766 for Zhengdan-958 leaves and 0.9612 for Xundan-20 leaves. The experimental results validated the feasibility of using the diffuse reflectance spectrum to determine the total chlorophyll content. This paper also provides guidance for the development of a portable instrument to determine the actual chlorophyll content.

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Reference

  1. J. A. Moran, A. K. Mitchell, G. Goodmanson, and K. A. Stockburger, Tree Physiol., 20, 1113–1 120 (2000).

  2. A. D. Richardson, S. P. Duigan, and G. P. Berlyn, New Phytol., 153, 185–194 (2002).

    Article  Google Scholar 

  3. D. A. Sims and J. A. Gamon, Remote Sens. Environ., 81, 337–354 (2002).

    Article  Google Scholar 

  4. A. A. Gitelson, U. Gritz, and M. N. Merzlyak, J. Plant Physiol., 160, 271–282 (2003).

    Article  Google Scholar 

  5. B. Hu, S. E. Qian, D. Haboudane, J. R. Miller, A. B. Hollinger, N. Tremblay, E. Pattey, Remote Sens. Environ., 92, 139–152 (2004).

    Article  Google Scholar 

  6. G. Le Maire, C. Francois, and E. Dufrene, Remote Sens. Environ., 89, 1–28 (2004).

    Article  Google Scholar 

  7. C. V. M. Barton, Tree Physiol., 21, 789–795 (2000).

    Article  Google Scholar 

  8. A. A. Gitelson, A. Vina, D. C. Rundquist, V. Ciganda, and T. J. Arkebauer, Geophys. Res. Lett., 32, L08403 (2005).

    Article  ADS  Google Scholar 

  9. J. R. Thomas and H. W. Gausman, Agron. J., 69, 799–802 (1977).

    Article  Google Scholar 

  10. J. R. Thomas and G. F. Oerther, Agron. J., 64, 11–13 (1972).

    Article  Google Scholar 

  11. K. Hikosaka, I. Terashima, and S. Katoh, Oecologia, 97, 451–457 (1994).

    Article  Google Scholar 

  12. N. P. R. Anten, F. Schieving, and M. J. A. Werger, Oecologia, 101, 504–513 (1995).

    Article  Google Scholar 

  13. M. O. Vouillot and F. Devienne-Barret, Ann. Bot., 3, 569–575 (1999).

    Article  Google Scholar 

  14. R. W. Pearcy and J. R. Seemann, Plant Physiol., 94, No. 2, 628–633 (1990).

    Article  Google Scholar 

  15. G. Lemaire, B. Onillon, G. Gosse, M. Chertier, J. M. Allirand, Ann. Bot., 68, 483–488 (1991).

    Google Scholar 

  16. T. Shiraiwa and T. R. Sinclair, Crop Sci., 33, 804–808 (1993).

    Article  Google Scholar 

  17. D. J. Connor, V. O. Sadras, A. J. Hall, Oecologia, 101, 274–281 (1995).

    Article  Google Scholar 

  18. C. S. T. Daughtry, C. L. Walthall, M. S. Kim, E. Brown de Colstoun, and J. E. McMurtrey III, Remote Sens Environ.,74, 229–239 (2000).

  19. J. Dash and P. J. Curran, Int. J. Remote Sens., 25, 5403–5413 (2004).

    Article  ADS  Google Scholar 

  20. A. Gitelson, A. Vina, V. Ciganda, D. Rundquist, and J. Arkebauer, Geophys. Res. Lett., 32 L08403 (2005).

    Article  ADS  Google Scholar 

  21. D. Haboudane, N. Tremblay, J. R. Miller, and P. Vigneault, IEEE Trans. Geosci. Remote Sens., 46, 423–437 (2008).

    Article  ADS  Google Scholar 

  22. A. A. Gitelson and M. N. Merzlyak, J. Photochem. Photobiol., B, 22, 247–252 (1994).

  23. A. A. Gitelson and M. N. Merzlyak, J. Plant Physiol., 143, 286–292 (1994).

    Article  Google Scholar 

  24. G. A. Carter and A. K. Knapp, Am. J. Bot., 84, 677–684 (2001).

    Article  Google Scholar 

  25. V. Ciganda, A. Gitelsona, and J. Schepersc, J. Plant Physiol., 166, 157–167 (2009).

    Article  Google Scholar 

  26. G. Xu, H. Mao, and P. Li, Trans. CSAE, 18, 150–154 (2002) (in Chinese).

  27. Y. Liu, Y. Tong, Y. Zhu, H. Ding, and E. A. Smith, J. Plant Nutr., 29, 1207–1217 (2006).

    Article  Google Scholar 

  28. A. Mercado-Luna, E. Rico-Garcia, A. Lara-Herrera, G. Soto-Zarazua, R. Ocampo-Velazquez, R. Gon zalez-Guevara, G. Herrera-Ruiz, and I. Torres-Pacheco, Afr. J. Biotechnol., 9, No. 33, 5326–5332 (2010).

    Google Scholar 

  29. H. Cai, H. Cui, W. Song, and L. Gao, Trans. CSAE, 22, 34–38 (2006) (in Chinese)

  30. S. Dutta Gupta, Yasuomi Ibaraki, and A. K. Pattanayak, Plant Biotechnol. Rep., 7, 91–97 (2013).

  31. J. Uddlinng, J. Gelang-Alfredsson, K. Piiki, and H. Pleijel, Photosynth. Res., 91, 37–46 (2007).

    Article  Google Scholar 

  32. L. M. Arregui, B. Lasa, A. Lafarga, I. Irfaneta, E. Baroja, and M. Quemeda, Eur. J. Agron., 24, 140–148 (2006).

    Article  Google Scholar 

  33. J. Wu, D. Wang, C. J. Rosen, and M. E. Bauer, Field Crops Res., 101, 96–103 (2007).

    Article  Google Scholar 

  34. M. Pagola, R. Ortiz, I. Irigoyen, H. Bustince, E. Barrenechea, P. Aparicio-Tejo, C. Lamsfus, and B. Lasa, Comput. Electron. Agric., 65, 213–218 (2009).

    Article  Google Scholar 

  35. M. Steele, A. A. Gitelson, and D. C. Rundquist, Agron. J., 100, 779–782 (2008).

    Article  Google Scholar 

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Correspondence to W.-Z. Wang.

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Published in Zhurnal Prikladnoi Spektroskopii, Vol. 83, No. 4, pp. 524–530, July–August, 2016.

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Gu, DD., Wang, WZ., Hu, JD. et al. Nondestructive Determination of Total Chlorophyll Content in Maize Using Three-Wavelength Diffuse Reflectance. J Appl Spectrosc 83, 541–547 (2016). https://doi.org/10.1007/s10812-016-0325-y

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  • DOI: https://doi.org/10.1007/s10812-016-0325-y

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