TY - JOUR
T1 - From fruitlet to harvest
T2 - Modelling and predicting size and its distributions for tomato, apple and pepper fruit
AU - Tijskens, L.M.M.
AU - Unuk, T.
AU - Okello, R.C.O.
AU - Wubs, A.M.
AU - Šuštar, V.
AU - Šumak, D.
AU - Schouten, R.E.
PY - 2016
Y1 - 2016
N2 - Size is an important property of all fruit as it determines, together with crop load, fruit yield. The aim of this study is to model the increase in fruit size during cell expansion based on diameter or length and to predict fruit size and volume, including the variation in size and volume, at harvest. The size of individual fruit during growth of fruit (four apple, two tomato and six pepper cultivars) was measured from early fruit set until harvest at several seasons. Size data were evaluated as diameter and length using the von Bertalanffy growth model, adapted to include the variation in size between individuals and the effect of growing temperature. The adapted von Bertalanffy model describes the increase in diameter and length and their variation. For any fruit type, size increased along the same generic growth model. A single stochastic variable, the biological shift factor, was sufficient to describe the variation in development time, initial size and maximum size. For all batches the percentage variation explained for were well over 93% with growth rate constants similar per species and only a minor effect of growing temperature.Prediction of the maximum size distribution based on measurements half way the cell expansion period is explored and discussed. Size and its distribution can be predicted based on a single measuring point in time but with two or three points in time the prediction system becomes more robust.
AB - Size is an important property of all fruit as it determines, together with crop load, fruit yield. The aim of this study is to model the increase in fruit size during cell expansion based on diameter or length and to predict fruit size and volume, including the variation in size and volume, at harvest. The size of individual fruit during growth of fruit (four apple, two tomato and six pepper cultivars) was measured from early fruit set until harvest at several seasons. Size data were evaluated as diameter and length using the von Bertalanffy growth model, adapted to include the variation in size between individuals and the effect of growing temperature. The adapted von Bertalanffy model describes the increase in diameter and length and their variation. For any fruit type, size increased along the same generic growth model. A single stochastic variable, the biological shift factor, was sufficient to describe the variation in development time, initial size and maximum size. For all batches the percentage variation explained for were well over 93% with growth rate constants similar per species and only a minor effect of growing temperature.Prediction of the maximum size distribution based on measurements half way the cell expansion period is explored and discussed. Size and its distribution can be predicted based on a single measuring point in time but with two or three points in time the prediction system becomes more robust.
KW - Apples (Malus domesticus, borkh)
KW - Biological variation
KW - Diameter
KW - Length
KW - Peppers (Capsicum annuum L.
KW - Size prediction
KW - Tomatoes (Solanum lycopersicum L.
KW - Volume
KW - Von bertalanffy growth model
U2 - 10.1016/j.scienta.2016.03.036
DO - 10.1016/j.scienta.2016.03.036
M3 - Article
AN - SCOPUS:84962437201
SN - 0304-4238
VL - 204
SP - 54
EP - 64
JO - Scientia Horticulturae
JF - Scientia Horticulturae
ER -