Nondestructive Diagnostic Test for Nitrogen Nutrition of Grapevine (Vitis vinifera L.) Based on Dualex Leaf-Clip Measurements in the Field

Journal of Agricultural and Food Chemistry

Volumn 63, Issue 14, 2015, Pages 3669-3680

  Cerovic, Zoran G ^a,b   Ghozlen, Naïma Ben ^c   Milhade, Charlotte ^c   Obert, Mickaël ^d   Debuisson, Sébastien ^d   Le Moigne, Marine ^c  

^a UNIVERSITÉ PARIS SUD   (France)

^b AGROPARISTECH   (France)

^c UNIVERSITÉ PARIS SACLAY   (France)

^d Château Gazin ^*  (France)

Author keywords

chlorophyll; Dualex; flavonols; nitrogen balance index; nitrogen fertilization; optical sensors; precision farming

Indexed keywords

AGRICULTURE; CHLOROPHYLL; CROPS; FLAVONOIDS; MEAN SQUARE ERROR; NONDESTRUCTIVE EXAMINATION; OPTICAL SENSORS;

DUALEX; FLAVONOLS; NITROGEN BALANCE; NITROGEN FERTILIZATION; PRECISION FARMING;

NITROGEN;

VITIS; VITIS VINIFERA;

NITROGEN;

CHEMICAL ANALYSIS; CHEMISTRY; DEVICES; EVALUATION STUDY; PLANT LEAF; PROCEDURES; VITIS;

CHEMISTRY TECHNIQUES, ANALYTICAL; NITROGEN; PLANT LEAVES; VITIS;

EID: 84928041054     PISSN: 00218561     EISSN: 15205118     Source Type: Journal    
DOI: 10.1021/acs.jafc.5b00304     Document Type: Article

References (61)

1. Samborski, S. M.; Tremblay, N.; Fallon, E. Strategies to make use of plant sensors-based diagnostic information for nitrogen recommendations Agron. J. 2009, 101, 800 - 816
2. Bramley, R. G. V. Precision Viticulture: managing vineyard variability for improved quality outcomes. In Managing Wine Quality; Reynolds, A. G., Ed.; CRC Press-Woodhead Publishing: Oxford, Cambridge, New Delhi, 2010; Vol. 1, pp 445 - 480.
3. Munson, R. D. Principles of plant analysis. In Handbook of Methods for Plant Analysis; Kalra, Y. P., Ed.; CRC Press: Boca Raton, FL, 1998; pp 1 - 24.
4. Keller, M. Managing grapevines to optimize fruit development in a challenging environment: a climate change primer for viticulturists Aust. J. Grape Wine Res. 2010, 16, 56 - 69
5. Romero, I.; Garcia-Escudero, E.; Martin, I. Leaf blade versus petiole analysis for nutritional diagnosis of Vitis vinifera L. cv. Tempranillo Am. J. Enol. Vitic. 2013, 64, 50 - 64
6. Romero, I.; García-Escudero, E.; Martín, I. Effects of leaf position on blade and petiole mineral nutrient concentration of Tempranillo grapevine (Vitis vinifera L.) Am. J. Enol. Vitic. 2010, 61, 544 - 550
7. Christensen, P. Nutrient level comparisons of leaf petioles and blades in twenty-six grape cultivars over three years (1979 through 1981) Am. J. Enol. Vitic. 1984, 35, 124 - 133
8. Jones, J. B., Jr. Laboratory Guide for Conducting Soil Tests and Plant Analysis; CRC Press: Boca Raton, FL, 2001.
9. Ohmart, C. P.; Matthiasson, S. K. Soil Management. In California Code of Sustainable Winegrowing Workbook; Sustainable Winegrowing Joint Committee, California Sustainable Winegrowing Alliance: San Francisco, CA, 2012; pp 1-23.
10. Tremblay, N.; Wang, Z.; Cerovic, Z. G. Sensing crop nitrogen status with fluorescence indicators. A review Agron. Sustainable Dev. 2012, 32, 451 - 464
11. Porro, D.; Dorigatti, C.; Stefanini, M.; Ceschini, A. Use of SPAD meter in diagnosis of nutritional status in apple and grapevine Acta Hortic. 2001, 564, 243 - 252
12. Taskos, D. G.; Koundouras, S.; Stamatiadis, S.; Zioziou, E.; Nikolaou, N.; Karakioulakis, K.; Theodorou, N. Using active canopy sensors and chlorophyll meters to estimate grapevine nitrogen status and productivity Precis. Agric. 2015, 16, 77 - 98
13. Tregoat, O.; Van Leeuwen, C.; Choné, X.; Gaudillière, J.-P. Etude du regime hydrique et de la nutrition azotée de la vigne par des indicateurs physiologiques. Influence sur le comportement de la vigne et la maturation du raisin (Vitis vinifera L. cv Merlot, 2000, Bordeaux) J. Int. Sci. Vigne Vin 2002, 36, 133 - 142
14. Lacroux, F.; Tregoat, O.; Van Leeuwen, C.; Pons, A.; Tominaga, T.; Lavigne-Cruège, V. r.; Dubourdieu, D. Effect of foliar nitrogen and sulphur application on aromatic expression of Vitis vinifera L. cv. Sauvignon blanc J. Int. Sci. Vigne Vin 2008, 42, 125 - 132
15. Brunetto, G. Use of the SPAD-502 in estimating nitrogen content in leaves and grape yield in grapevines in soils with different texture Am. J. Plant Sci. 2012, 03, 1546 - 1561
16. Meyer, S.; Cerovic, Z. G.; Goulas, Y.; Montpied, P.; Desmotes-Mainard, S.; Bidel, L.; Moya, I.; Dreyer, E. Relationships between optically assessed polyphenols and chlorophyll content and the dry mass per leaf area ratio of woody plants: a signature of the carbon and nitrogen balance within leaf? Plant Cell Environ. 2006, 29, 1338 - 1348
17. Poni, S.; Intrieri, C.; Silvestroni, O. Interaction of leaf age, fruiting, and exogenous citokinins in Sangiovese grapevines under non-irrigate conditions. II. Chlroprophyll and nitrogen content Am. J. Enol. Vitic. 1994, 45, 278 - 284
18. Steele, M. R.; Gitelson, A. A.; Rundquist, D. A comparison of two techniques for nondestructive measurement of chlorophyll content in grapevine leaves Agron. J. 2008, 100, 779 - 782
19. Cerovic, Z. G.; Masdoumier, G.; Ben Ghozlen, N.; Latouche, G. A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids Physiol. Plant. 2012, 146, 251 - 260
20. Peng, S.; Garcia, F. V.; Laza, R. C.; Cassman, K. G. Adjustment of specific leaf weight improves chlorophyll meter's estimation of rice leaf nitrogen concentration Agron. J. 1993, 85, 987 - 990
21. Agati, G.; Foschi, L.; Grossi, N.; Volterrani, M. In field non-invasive sensing of the nitrogen status in hybrid bermudagrass (Cynodon dactylon X C. transvaalensis Burtt Davy) by a fluorescence-based method Eur. J. Agron. 2015, 63, 89 - 96
22. Agati, G.; Foschi, L.; Grossi, N.; Guglielminetti, L.; Cerovic, Z. G.; Volterrani, M. Fluorescence-based versus reflectance proximal sensing of nitrogen content in Paspalum vaginatum and Zoysia matrella turfgrasses Eur. J. Agron. 2013, 45, 39 - 51
23. Tremblay, N. Sensing technologies in horticulture: options and challenges Chron. Hortic. 2013, 53, 10 - 14
24. Cartelat, A.; Cerovic, Z. G.; Goulas, Y.; Meyer, S.; Lelarge, C.; Prioul, J.-L.; Barbottin, A.; Jeuffroy, M.-H.; Gate, P.; Agati, G.; Moya, I. Optically assessed contents of leaf polyphenolics and chlorophyll as indicators of nitrogen deficiency in wheat (Triticum aestivum L.) Field Crops Res. 2005, 91, 35 - 49
25. Tremblay, N.; Wang, Z.; Bélec, C. Performance of Dualex in spring wheat for crop nitrogen status assessment, yield prediction and estimation of soil nitrate content J. Plant Nutr. 2010, 33, 57 - 70
26. Zhang, Y.; Tremblay, N.; Zhu, J. A first comparison of Multiplex® for the assessment of corn nitrogen status J. Food Agric. Environ. 2012, 10, 1008 - 1016
27. Goffart, J.-P.; Abras, M.; Abdallah, F. B. Gestion de la fertilisation azotée des cultures de plein champ. Perspectives d'amélioration de l'efficience d'utilisation de l'azote sur base du suivi du statut azoté de la biomasse aérienne Biotechnol. Agron. Soc. Environ. 2013, 17, 221 - 230
28. Padilla, F. M.; Teresa Peña-Fleitas, M.; Gallardo, M.; Thompson, R. B. Evaluation of optical sensor measurements of canopy reflectance and of leaf flavonols and chlorophyll contents to assess crop nitrogen status of muskmelon Eur. J. Agron. 2014, 58, 39 - 52
29. Louis, J.; Meyer, S.; Maunoury-Danger, F.; Fresneau, C.; Meudec, E.; Cerovic, Z. G. Seasonal changes in optically assessed epidermal phenolic compounds and chlorophyll contents in leaves of sessile oak (Quercus petraea Matt.(Liebl.)): towards signatures of phenological stage Funct. Plant Biol. 2009, 36, 732 - 741
30. Louis, J.; Genet, H.; Meyer, S.; Soudani, K.; Montpied, P.; Legout, A.; Dreyer, E.; Cerovic, Z. G.; Dufrêne, E. Tree age-related effects on sun acclimated leaves in a chonosequence of beech (Fagus sylvatica) stands Funct. Plant Biol. 2012, 39, 323 - 331
31. Debuisson, S.; Germain, C.; Garcia, O.; Panigai, L.; Moncomble, D.; Le Moigne, M.; Fadaili, E. M.; Evain, S.; Cerovic, Z. G. Using Multiplex® and Greenseeker™ to manage spatial variation of vine vigor in champagne. 10th International Conference on Precision Agriculture (ICPA), Denver, CO, July 18-21, 2010; International Society of Precision Agriculture: Monticello, IL, 2010; pp 1 - 21.
32. Garcia, O.; Debuisson, S.; Morlet, M.; Germain, C.; Panigai, L.; Le Moigne, M.; Fadaili, E. M.; Ben Ghozlen, N.; Cerovic, Z. G. Using Multiplex® to manage nitrogen variability in champagne vineyards. 11th International Conference on Precision Agriculture (ICPA), Indianapolis, IN, July 15-18, 2012; International Society of Precision Agriculture: Monticello, IL, 2012; pp 1 - 10.
33. Conradie, W. J. Distribution and translocation of nitrogen absorbed during early summer by two-year-old grapevines grown in sand culture Am. J. Enol. Vitic. 1991, 42, 180 - 190
34. Keller, M.; Koblet, W. Dry matter and leaf area partitioning, bud fertility and second season growth of Vitiis vinifera L.: responses to nitrogen supply and limiting irradiance Vitis 1995, 34, 77 - 83
35. Hilbert, G.; Soyer, J. P.; Molot, C.; Giraudon, J.; Milin, S.; Gaudillere, J. P. Effects of nitrogen supply on must quality and anthocyanin accumulation in berries of cv. Merlot Vitis 2003, 42, 69 - 76
36. Meier, U. Growth Stages of Mono- and Dicotyledonous Plants; Federal Biological Research Centre for Agriculture and Forestry: Berlin, Germany, 2001; 158 pp.
37. Cerovic, Z. G.; Moise, N.; Goulas, Y.; Latouche, G. Procédé et dispositif de détermination du rapport des teneurs en chlorophylle et en un composé chromophore d'un tissu végétal sans mesurer indépendamment ces teneurs. FR0757056, 2007; delivered Oct 20, 2009.
38. Porra, R. J.; Thompson, W. A.; Kreidemann, P. E. Determination of accurate extinction coefficients and simultaneous equations for assaying chlorophyll a and b extracted with four different solvents: verification of the concentration of chlorophyll standards by atomic absorption spectroscopy Biochim. Biophys. Acta, Bioenerg. 1989, 975, 384 - 394
39. Legendre, P.; Legendre, L. Numerical Ecology; Elsevier: Amsterdam, 1998; 853 pp.
40. Youden, W. J. Index for rating diagnostic tests Cancer 1950, 3, 32 - 35
41. Dagnelie, P. Principes d'Expérimentation. Planification des Expériences et Analyse de leur Résultats; Les Presses Agronomiques de Gembloux: Gembloux, Belgium, 2003; 398 pp.
42. Wermelinger, B.; Koblet, W. Seasonal growth and nitrogen distribution in grapevine leaves, shoots and grapes Vitis 1990, 29, 15 - 26
43. Poorter, H.; Niinemets, Ü.; 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
44. Montpied, P.; Granier, A.; Dreyer, E. Seasonal time-course of gradients of photosynthetic capacity and mesophyll conductance to CO2 across a beech (Fagus sylvatica L.) canopy J. Exp. Bot. 2009, 60, 2407 - 2418
45. Posada, J. M.; Lechowicz, M. J.; Kitajima, K. Optimal photosynthetic use of light by tropical tree crowns achieved by adjustment of individual leaf angles and nitrogen content Ann. Bot. 2009, 103, 795 - 805
46. Cate, R. B.; Neslon, L. A. A simple statistical procedure for partitioning soil test correlation data into two classes Soil Sci. Soc. Am. Proc. 1971, 35, 658 - 660
47. Roubelakis-Angelakis, K. A.; Kliewer, W. M. Nitrogen metabolism in grapevine Hortic. Rev. 1992, 10, 407 - 452
48. Casa, R.; Castaldi, F.; Pascucci, S.; Pignatti, S. Chlorophyll estimation in field crops: an assessment of handheld leaf meters and spectral reflectance measurements J. Agric. Sci. 2014, 1 - 15
49. Dwyer, L. M.; Andersont, A. M.; Ma, B. L.; Stewart, D. W.; Tollenaar, M.; Gregorich, E. Quantifying the nonlinearity in chlorophyll meter response to corn leaf nitrogen concentration Can. J. Plant Sci. 1995, 75, 179 - 182
50. Stringari, G.; Porro, D.; Failla, O.; Möller, F. A method to assess and manage leaf analysis standards according to genetic and environmental variability Acta Hortic. 1997, 448, 145 - 153
51. Champagnol, F. Eléments de Physiologie de la Vigne et Viticulture Générale; Saint-Gely-du-Fesc, France, 1984; 352 pp.
52. Bellow, S.; Latouche, G.; Brown, S. C.; Poutaraud, A.; Cerovic, Z. G. In vivo localization at the cellular level of stilbene fluorescence induced by Plasmopara viticola in grapevine leaves J. Exp. Bot. 2012, 63, 3697 - 3707
53. Dordas, C. Role of nutrients in controlling plant diseases in sustainable agriculture. A review Agron. Sustainable Dev. 2008, 28, 33 - 46
54. Vasconcelos, M. C.; Greven, M.; Winefield, C. S.; Trought, M. C. T.; Raw, V. The flowering process of Vitis vinifera: a review Am. J. Enol. Vitic. 2009, 60, 411 - 434
55. Failla, O.; Scienza, A.; Stringari, G.; Porro, D.; Tarducci, S.; Di Dionisio, A. Indagine sullo stato nutrizionale dei vigneti in alcune zone toscane a denominazione d'origine per una proposta d'interpretazione delle analisi fogliari e del terreno VigneVini Riv. Ital. Vitic. Enol. 1995, 12, 15 - 25
56. Failla, O.; Stringari, G.; Porro, D.; Scienza, A. Stato nutrizionale di alcune zone viticole dell'Italia centro-settentrionale VigneVini Riv. Ital. Vitic. Enol. 1993, 3, 77 - 82
57. Davenport, J. R.; Horneck, D. A. Sampling Guide for Nutrient Assessment of Irrigated Vineyards in the Inland Pacific Northwest; PNW622; Washington State University: Pullman, WA, 2011; pp 1-6.
58. Farquhar, G. D.; Buckley, T. N.; Miller, J. M. Optimal stomatal control in relation to leaf area and nitrogen content Silva Fennica 2002, 36, 625 - 637
59. Shellie, K. Influence of deficit irrigation on nutrient indices in wine grape (Vitis vinifera L.) Agric. Sci. 2012, 03, 268 - 273
60. Agati, G.; Brunetti, C.; Di Ferdinando, M.; Ferrini, F.; Pollastri, S.; Tattini, M. Functional roles of flavonoids in photoprotection: new evidence, lessons from the past Plant Physiol. Biochem. 2013, 72, 35 - 45
61. Holland, K. H.; Schepers, J. S. Use of a virtual-reference concept to interpret active crop canopy sensor data Precis. Agric. 2013, 14, 71 - 85