Water stress assessment on grapevines by using classification and regression trees.

作者: Míriam Lampreave , Antoni Sánchez‐Ortiz , Montserrat Nadal , Josep M. Mateo‐Sanz

DOI: 10.1002/PLD3.319

关键词:

摘要: Multiple factors, such as the vineyard environment and winemaking practices, are known to affect development of vines well final composition grapes. Water stress promotes synthesis phenols is associated with grape quality long it does not inhibit production. To identify key parameters for managing water quality, multivariate statistical analysis essential. Classification regression trees methods constructing prediction models from data, especially when data complex a single global model difficult challenging interpret. The were obtained by recursively partitioning space fitting simple within each partition. can be represented graphically decision tree. This approach permitted most decisive variables predicting vulnerable vineyards wine stress. In Priorat AOC, Carignan grapevines had highest potential abscisic acid concentration in early growth plant stages classified mesoclimate. information useful identifying which measurements could easily differentiate between late-ripening vineyards. LWP Ts during an physiological stage (pea size) warm cold areas differentiated.

参考文章(53)
Montserrat Nadal, Phenolic Maturity in Red Grapes Springer, Dordrecht. pp. 389- 409 ,(2010) , 10.1007/978-90-481-9283-0_28
L. G. SANTESTEBAN, C. MIRANDA, J. B. ROYO, Suitability of pre‐dawn and stem water potential as indicators of vineyard water status in cv. Tempranillo Australian Journal of Grape and Wine Research. ,vol. 17, pp. 43- 51 ,(2011) , 10.1111/J.1755-0238.2010.00116.X
G. Alleweldt, Hellmut Düring, Effects of Plant Hormones on Phloem Transport in Grapevines Berichte der Deutschen Botanischen Gesellschaft. ,vol. 93, pp. 339- 347 ,(1980) , 10.1111/J.1438-8677.1980.TB03344.X
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
Emilio Jorqueta-Fontena, Raúl Orrego-Verdugo, Impacto del calentamiento global en la fenología de una variedad de vid cultivada en el Sur de Chile Agrociencia. ,vol. 44, pp. 427- 435 ,(2010)
G. Okamoto, K. Hirano, T. Kuwamura, Effects of water deficit stress on leaf and berry ABA and berry ripening in Chardonnay grapevines ( Vitis vinifera ) Vitis: Journal of Grapevine Research. ,vol. 43, pp. 15- 17 ,(2015)
Andrew L. Waterhouse, Mark A. Matthews, James A. Kennedy, Effect of Maturity and Vine Water Status on Grape Skin and Wine Flavonoids American Journal of Enology and Viticulture. ,vol. 53, pp. 268- 274 ,(2002)
REBECCA K. VANDELEUR, WENDY SULLIVAN, ASMINI ATHMAN, CHARLOTTE JORDANS, MATTHEW GILLIHAM, BRENT N. KAISER, STEPHEN D. TYERMAN, Rapid shoot‐to‐root signalling regulates root hydraulic conductance via aquaporins Plant Cell and Environment. ,vol. 37, pp. 520- 538 ,(2014) , 10.1111/PCE.12175
Dennis H. Greer, Mark M. Weedon, The impact of high temperatures on Vitis vinifera cv. Semillon grapevine performance and berry ripening. Frontiers in Plant Science. ,vol. 4, pp. 491- 491 ,(2013) , 10.3389/FPLS.2013.00491