title: Estimation of the base temperature and growth phase duration in terms of thermal time for four grapevine cultivars.
abstract: Thermal time models have been used to predict the development of many different species, including grapevine (Vitis vinifera L.). These models normally assume that there is a linear relationship between temperature and plant development. The goal of this study was to estimate the base temperature and duration in terms of thermal time for predicting veraison for four grapevine cultivars. Historical phenological data for four cultivars that were collected in the Pacific Northwest were used to develop the thermal time model. Base temperatures (T b) of 0 and 10 °C and the best estimated T b using three different methods were evaluated for predicting veraison in grapevine. Thermal time requirements for each individual cultivar were evaluated through analysis of variance, and means were compared using the Fisher's test. The methods that were applied to estimate T b for the development of wine grapes included the least standard deviation in heat units, the regression coefficient, and the development rate method. The estimated T b varied among methods and cultivars. The development rate method provided the lowest T b values for all cultivars. For the three methods, Chardonnay had the lowest T b ranging from 8.7 to 10.7 °C, while the highest T b values were obtained for Riesling and Cabernet Sauvignon with 11.8 and 12.8 °C, respectively. Thermal time also differed among cultivars, when either the fixed or estimated T b was used. Predictions of the beginning of ripening with the estimated temperature resulted in the lowest variation in real days when compared with predictions using T b = 0 or 10 °C, regardless of the method that was used to estimate the T b.
authors.affiliation: AgWeatherNet, Washington State University, 24106 North Bunn Road, Prosser, WA, 99350, USA.
authors.forename: D
authors.initials: D
authors.lastname: Zapata
authors.affiliation: AgWeatherNet, Washington State University, 24106 North Bunn Road, Prosser, WA, 99350, USA. m.salazar-gutierrez@wsu.edu.
authors.forename: M
authors.initials: M
authors.lastname: Salazar
authors.affiliation: AgWeatherNet, Washington State University, 24106 North Bunn Road, Prosser, WA, 99350, USA.
authors.forename: B
authors.initials: B
authors.lastname: Chaves
authors.affiliation: Department of Horticulture, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA, 99350, USA.
authors.forename: M
authors.initials: M
authors.lastname: Keller
authors.affiliation: AgWeatherNet, Washington State University, 24106 North Bunn Road, Prosser, WA, 99350, USA.
authors.forename: G
authors.initials: G
authors.lastname: Hoogenboom
mesh_terms: D008962:Models, Theoretical; D012044:Regression Analysis; D012621:Seasons; D013696:Temperature; D013997:Time Factors; D027843:Vitis / Q000254:growth & development*; D014861:Washington
keywords: Bud break; Heat units; Model; Veraison; Vitis vinifera L.