Assessing leaf nitrogen content and leaf mass per unit area of wheat in the field throughout plant cycle with a portable spectrometer

Field Crops Research

Volumn 140, Issue , 2013, Pages 44-50

  Ecarnot, Martin ^a   Compan, Frédéric ^a   Roumet, Pierre ^a  

^a UMR AGAP   (France)

Author keywords

Leaf mass per unit area; Leaf nitrogen content; Near infrared spectroscopy; Non destructive non invasive tool; Wheat

Indexed keywords

CALIBRATION; FIELD METHOD; INFRARED SPECTROSCOPY; LEAF AREA; LEAST SQUARES METHOD; MODEL VALIDATION; NITROGEN; SPECTROMETER; WHEAT;

TRITICUM AESTIVUM; TRITICUM TURGIDUM; TRITICUM TURGIDUM SUBSP. DURUM;

EID: 84869223866     PISSN: 03784290     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fcr.2012.10.013     Document Type: Article

References (34)

1. Alchanatis V., Schmilovitch Z. In filed assessment of single leaf nitrogen status bu spectral reflectance measurements. Precision Agric. 2005, 6:25-39.
2. Araus J.L., Alegre L., Tapia L., Calafell R., Serret M.D. Relationships between photosynthetic capacity and leaf structure in several shade plants. Am. J. Bot. 1986, 73:1760-1770.
3. Baret F., Fourty T. Radiometric estimates of nitrogen status of leaves and canopies. Diagnosis on the Nitrogen Status in Crops 1997, 201-227. Springer-Verlag, Heidelberg. G. Lemaire (Ed.).
4. Barnes R.J., Dhanoa M.S., Lister S.J. Standard normal variate transformation and detrending of near infrared diffuse reflectance spectra. Appl. Spectrosc. 1989, 43:772-777.
5. Curran P.J. Remote sensing of foliar chemistry. Remote Sens. Environ. 1989, 30:271-278.
6. Delwiche S.R. Protein Content of Single Kernels of Wheat by Near-Infrared Reflectance Spectroscopy. J. Cereal Sci. 1998, 27:241-254.
7. Evans J. Nitrogen and photosynthesis in the flag leaf of wheat (Triticum aestivum l.). Plant Physiol. 1983, 72:297-302.
8. Evans J. Partitioning of Nitrogen between and within leaves grown under different irradiances. Aust. J. Plant Physiol. 1989, 16:533-548.
9. Field C., Mooney H.A. The photosynthesis nitrogen relationship in wild plants. On the Economy of Plant Form and Function 1986, 25-55. Cambridge University Press, Cambridge, UK. T.D. Givnish (Ed.).
10. Frak E., Le Roux X., Millard P., Adam B., Dreyer E., Escuit C., Sinoquet H., Vandame M., Varlet-Grancher C. Spatial distribution of leaf nitrogen and photosynthetic capacity within the foliage of individual trees: disentangling the effects of local light quality, leaf irradiance, and transpiration. J. Exp. Bot. 2002, 53:2207-2216.
11. Hansen P., Schjoerring J. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least square regression. Remote Sens. Environ. 2003, 86:542-553.
12. Hidema J., Makino A., Mae T., Ojima K. Photosynthetic characteristics of rice leaves aged under different irradiances from full expansion through senescence. Plant Physiol. 1991, 97:1287-1293.
13. Jacquemoud S., Baret F. Prospect: a model of leaf optical properties spectra. Remote Sens. Environ. 1990, 34:75L 91.
14. Johnson L.F., Billow C.R. Spectrometric estimation of total nitrogen concentration in Douglas-fir foliage. Int. J. Remote Sens. 1996, 17:489-500.
15. Kokaly R. Investigating a physical basis for spectroscopic estimates of leaf nitrogen concentration. Remote Sens. Environ. 2001, 75:153-161.
16. Lemaire G., Jeuffroy M.-H., Gastal F. Diagnosis tool for plant and crop N status in vegetative stage. Theory and practices for crop N management. Eur. J. Agron. 2008, 28:614-624.
17. Lemaire G., Salette J. Relationship between growth and nitrogen uptake in a pure grass stand. 1 environmental effects. Agronomie 1984, 4:423-430.
18. Martens H., Næs T. Multivariate Calibration 1989, John Wiley & Sons, Chichester.
19. Moron A., Garci{dotless}a A., Sawchik J., Cozzolino D. Preliminary study on the use of near-infrared reflectance spectroscopy to assess nitrogen content of undried wheat plants. J. Sci. Food Agric. 2007, 87:147-152.
20. Naud C., Makowski D., Jeuffroy M.H. Leaf transmittance measurements can improve predictions of the nitrogen status for winter wheat crop. Field Crop Res. 2009, 110:27-34.
21. Neumann S., Paveley N.D., Beed F.D., Sylvester-Bradley R. Nitrogen per unit leaf area affects the upper asymptote of Puccinia striiformis f. sp tritici epidemics in winter wheat. Plant Pathol. 2004, 53:725-732.
22. Osborne B.G., Fearn T., Hindle P.H. Practical NIR Spectroscopy with Applications in Food and Beverage Analysis 1993, Harlow, Essex, England/New York, Longman Scientific & Technical/Wiley, pp. 36-40.
23. Ourcival J.M., Joffre R., Rambal S. Exploring the relationships between reflectance and anatomical and biochemical properties in Quercus ilex leaves. New Phytol. 1999, 143:351-364.
24. Poorter H., Niinemets U., Poorter L., Wright I.J., Villar R. Causes and consequences of variation in leaf mass per area (LMA): a meta-analysis. New Phytol. 2009, 182:565-588.
25. Poorter H., Niklas K., Reich P.B., Oleksyn J., Poot P., Mommer L. Biomass allocation to leaves stems and roots: meta analyses of interspecific variations and environnemental control. New Phytol. 2012, 93:30-50.
26. Rebolledo M.C., Dingkuhn, Mc Nally K., Luquet D. Developmental dynamics and early growth vigour in rice. I. Relationship between development rate (1/Phyllo-chron) and growth. J. Agron. Crop Sci. 2012, 198:374-384.
27. Reich P.B., Ellsworth D.S., Walters M.B. Leaf structure (specific leaf area) modulates photosynthesis-nitrogen relations: evidence from within and across species and functional groups. Func. Ecol. 1998, 12:948-958.
28. Savitzky A., Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 1964, 36:1627-1639.
29. Serbin S.P., Dillaway D.N., Kruger E.L., Towsend P.A. Leaf optical properties reflect variation in photosynthetic metabolism and its sensitivity to temperature. J. Exp. Bot. 2012, 63:489-499.
30. Vigneau N., Ecarnot M., Rabatel G., Roumet P. Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in Wheat. Field Crop Res. 2011, 122:25-31.
31. Wright I.J., Reich P.B., Westoby M., Ackerly D.D., Baruch Z., Bongers F., Cavender-Bares J., Chapin F.S., Cornelissen J.H.C., Diemer M., et al. The leaf economics spectrum worldwide. Nature 2004, 428:821-827.
32. Ye X., Sakai K., Sasao A., Asada S. Potential of airborne hyperspectral imagery to estimate fruit yield in citrus. Chemometr. Intell. Lab. Syst. 2008, 90:132-144.
33. Zhao C., Wang Z., Wang J., Huang W. Relationships of leaf nitrogen concentration and canopy nitrogen density with spectral features parameters and narrow-band spectral indices calculated from field winter wheat (Triticum aestivum L.) spectra. Int. J. Remote Sens. 2012, 33:3472-3491.
34. Zur Y., Gitelson A.A., Chivkunova O.B., Merzlyak M.N. The spectral contribution of carotenoids to light absorption and reflectance in green leaves. Proceedings of the Second International Conference on Geospatial Information in Agriculture and Forestry, vol. II 2000, II-17-II-23.