Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in Wheat

Field Crops Research

Volumn 122, Issue 1, 2011, Pages 25-31

  Vigneau, Nathalie ^a   Ecarnot, Martin ^b   Rabatel, Gilles ^a   Roumet, Pierre ^b  

^a UMR ITAP   (France)

^b CEMAGREF   (France)

Author keywords

Durum wheat; Hyperspectral; Nitrogen concentration; Reflectance

Indexed keywords

BIOCHEMICAL COMPOSITION; CARTOGRAPHY; CONCENTRATION (COMPOSITION); COST-BENEFIT ANALYSIS; DATA SET; IMAGING METHOD; NITROGEN; NONDESTRUCTIVE TESTING; NUMERICAL MODEL; NUTRITION; PHYTOCHEMISTRY; REFLECTANCE; WHEAT;

TRITICUM AESTIVUM; TRITICUM TURGIDUM SUBSP. DURUM;

EID: 79954419387     PISSN: 03784290     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fcr.2011.02.003     Document Type: Article

References (31)

1. Alchanatis V., Schmilovitch Z. In-field assessment of single leaf nitrogen status by spectral reflectance measurements. Precision Agriculture 2005, 6:25-39.
2. Baret F., Fourty T. Radiometric estimates of nitrogen status of leaves and canopies. Diagnosis of the Nitrogen Status in Crop 1997, 201-227. Springer-Verlag, Berlin, Heidelberg. G. Lemaire (Ed.).
3. Bélanger G., Walsh J., Richards J., Milburn P., Ziadi N. Critical nitrogen curve and nitrogen nutrition index for potato in eastern Canada. American Journal of Potato Research 2001, 78(5):355-364.
4. Bousquet L., Lachérade S., Jacquemoud S., Moya I. Leaf BRDF measurements and model for specular and diffuse components differentiation. Remote Sensing of Environment 2005, 98(2-3):201-211.
5. Chelle M. Could plant leaves be treated as lambertian surfaces in dense crop canopies to estimate light absorption?. Ecological Modelling 2006, 198(1-2):219-228.
6. Chen P., Haboudane D., Tremblay N., Wang J., Vigneault P., Li B. New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat. Remote Sensing of Environment 2010, 114(9):1987-1997.
7. Colnenne C., Meynard J., Reau R., Justes E., Merrien A. Determination of a critical nitrogen dilution curve for winter oilseed rape. Annals of Botany 1998, 81(2):311-317.
8. Curran P.J. Remote sensing of foliar chemistry. Remote Sensing of Environment 1989, 30:271-278.
9. Evans J. Nitrogen and photosynthesis in the flag leaf of wheat (Triticum aestivum L.). Plant Physiology 1983, 72:297-302.
10. Farrugia A., Gastal F., Scholefield D. Assessment of nitrogen status of grassland. Grass and Forage Science 2004, 59(2004):113-120.
11. Fitzgerald G., Rodriguez D., O'Leary G. Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index-the canopy chlorophyll content index (ccci). Field Crops Research 2010, 116(3):318-324.
12. Fox R., Piekielek W., Macneal K. Comparison of late-season diagnostic tests for predicting nitrogen status of corn. Agronomy Journal 2001, 93(3):590-597.
13. Grant L. Diffuse and specular characteristics of leaf reflectance. Remote Sensing of Environment 1987, 22(2):309-322.
14. 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 Sensing of Environment 2003, 86:542-553.
15. Hidema J., Makino A., Mae T., Ojima K. Photosynthetic characteristics of rice leaves aged under different irradiances from full expansion through senescence. Plant Physiology 1991, 97:1287-1293.
16. Hopkins W.G. Physiologie végétale 2003, De Boeck, Bruxelles.
17. Houlès V., Guérif M., Mary B. Elaboration of a nitrogen nutrition indicator for winter wheat based on leaf area index and chlorophyll content for making nitrogen recommendations. European Journal of Agronomy 2007, 27(1):1-11.
18. Justes E., Mary B., Meynard J., Machet J., Thelier-Huche L. Determination of a critical nitrogen dilution curve for winter wheat crops. Annals of Botany 1994, 74(4):397-407.
19. Kokaly R. Investigating a physical basis for spectroscopic estimates of leaf nitrogen concentration. Remote Sensing of Environment 2001, 75(2):153-161.
20. Lee, W., Searcy, S., Kataoka, T., 1999. Assessing nitrogen stress in corn varieties of varying color. In: ASAE Annual International Meeting, Paper No. 99-3034, ASAE Meeting Presentation. ASAE, 2950 Niles Rd., St. Joseph, MI 49085-9659, USA/Toronto, Ontario, Canada.
21. Lemaire G., Gastal F. N Uptake and Distribution in Plant Canopies. Diagnosis of the Nitrogen Status in Crop 1997, 3-43. Springer-Verlag, Berlin, Heidelberg. G. Lemaire (Ed.).
22. 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. European Journal of Agronomy 2008, 28(4):614-624.
23. Lemaire G., Salette J. Relationship between dynamics of growth and of nitrogen uptake in a pure grass stand. I. Study of environmental effects. Agronomie 1984, 4:423-430.
24. Martens H., Næs T. Multivariate Calibration 1998, John Wiley & Sons.
25. Morón A., Garcìa A., Sawchik J., Cozzolino D. Preliminary study on the use of near-infrared reflectance spectroscopy to assess nitrogen content of undried wheat plants. Journal of the Science of Food and Agriculture 2007, 87(1):147-152.
26. Sheehy J., Dionora M., Mitchell P., Peng S., Cassman K., Lemaire G., Williams R. Critical nitrogen concentrations: implications for high-yielding rice (Oryza sativa L.) cultivars in the tropics. Field Crops Research 1998, 59(1):31-41.
27. Spaner D., Todd A., Navabi A., McKenzie D., Goonewardene L. Can leaf chlorophyll measures at differing growth stages be used as an indicator of winter wheat and spring barley nitrogen requirements in eastern Canada?. Journal of Agronomy and Crop Science 2005, 191(5):393-399.
28. Vandeginste B.G.M., Massart D.L., Buydens L.M.C., De Jong S., Lewi P.J., Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics. Part B. Vol. 20B of Data Handling in Science and Technology 1998, Elsevier Science.
29. Wold S., Sjöström M., Eriksson L. PLS-regression: a basic tool of chemometrics. Chemometrics and Intelligent Laboratory Systems 2001, 58:109-130.
30. Ziadi N., Bélanger G., Claessens A., Lefebvre L., Cambouris A., Tremblay N., Nolin M., Parent L.-E. Determination of a critical nitrogen dilution curve for spring wheat. Agronomy Journal 2010, 102(1):241-250.
31. Ziadi N., Brassard M., Bélanger G., Claessens A., Tremblay N., Cambouris A., Nolin M., Parent L.-E. Chlorophyll measurements and nitrogen nutrition index for the evaluation of corn nitrogen status. Agronomy Journal 2008, 100(5):1264-1273.