DocumentCode
1931066
Title
Stochastic Simulation of Fruit Set in Sweet Pepper
Author
Wubs, A.M. ; Bakker, M.J. ; Heuvelink, E. ; Hemerik, L. ; Marcelis, L.F.M.
Author_Institution
Horticultural Production Chains, Wageningen Univ., Wageningen
fYear
2006
fDate
13-17 Nov. 2006
Firstpage
40
Lastpage
50
Abstract
Fruit set in sweet pepper shows strong fluctuations in time, among others considered to be caused by imbalance between supply and demand for assimilates (called source and sink strength, respectively). Fruit set also varies between plants. This research aimed to improve simulation of fruit set in a process-based crop growth model by inserting a probability function for abortion. This probability is based on source and sink strength and introduces variation between plants. In a greenhouse experiment, flowering date and abortion (or harvest) of all fruits were recorded. Fruit set was analysed with a Generalised Linear Model, with source and sink strength as explanatory variables. The resulting function was inserted into a crop growth model. The model quite well simulated the timing in fruit set, although the amplitude was not always accurate. Simulating fruit set stochastically looks promising. However, more experiments are needed to make the function biologically sound.
Keywords
agricultural products; stochastic processes; crop growth model; greenhouse experiment; process-based crop growth model; stochastic simulation; sweet pepper fruit set; Abortion; Biological system modeling; Cotton; Crops; Fluctuations; Mathematical model; Stochastic processes; Temperature; Timing; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Plant Growth Modeling and Applications, 2006. PMA '06. Second International Symposium on
Conference_Location
Beijing
Print_ISBN
978-0-7695-2851-9
Type
conf
DOI
10.1109/PMA.2006.14
Filename
4548345
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