RT article T1 Determining optimum harvest time under Mediterranean conditions: developing a new model for measuring L-malic acid concentration in red grapes A1 Olego, M. A. A1 Álvarez, J. C. A1 Tobes, A. A1 De-Paz, José M. A1 Coque, J. J. R. A1 Garzón-Gimeno, Enrique K1 Akaike Information Criteria K1 Cross-validation K1 Multiple regression model K1 Titratable acidity K1 F01 Crop husbandry K1 F60 Plant physiology and biochemistry K1 Malic acid AB Background and Aims: Malic acid concentration varies as berries develop, reaching its highest value just before veraison.Objective criteria for choosing the optimal harvest time require chemical or physicochemical measurements; the determination ofmalic acid concentration is one of these. The main aim of this work was to develop a predictive model to determine the malic acidconcentration in grapes at harvest time as an alternative to commonly used methods, such as HPLC and enzymatic analysis.Methods and Results: The red grape cultivar Vitis vinifera L. Tempranillo was used in this study. Of the 11 predictive parametersmeasured, titratable acidity (TA) had the greatest relative importance as a predictor variable for estimation of the concentration ofmalic acid in must at harvest time.Conclusions: The daily average rainfall from harvest time to the next season sampling time, pH and TA and TA raised to the secondpower have been shown to be significant contributors in predicting malic acid concentration in grapes at harvest time.Significance of the Study: This work describes a multiple regression model that explains malic acid concentration in red grapesat harvest time. PB Wiley Online Library SN 1755-0238 YR 2016 FD 2016 LK http://hdl.handle.net/20.500.11939/6790 UL http://hdl.handle.net/20.500.11939/6790 LA en NO Olego, M. A., Alvarez, J. C., Tobes, A., de Paz, J. M., Coque, J. J. R., & Garzón‐Jimeno, E. (2016). Determining optimum harvest time under M editerranean conditions: developing a new model for measuring L‐malic acid concentration in red grapes. Australian journal of grape and wine research, 22(2), 232-239. DS MINDS@UW RD May 28, 2023