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Bridging the gap between data and decisions: A review of process-based models for viticulture

Author

Listed:
  • Knowling, Matthew J.
  • Bennett, Bree
  • Ostendorf, Bertram
  • Westra, Seth
  • Walker, Rob R.
  • Pellegrino, Anne
  • Edwards, Everard J.
  • Collins, Cassandra
  • Pagay, Vinay
  • Grigg, Dylan

Abstract

Context: Effective vineyard decision making at strategic and operational timescales requires consideration of many factors, including vineyard design and management options, exogenous factors that are outside of the decision maker's control such as climate/weather, and desired outcomes such as yield and grape composition attributes. Process-based models enable prediction of vineyard outcomes in response to different decisions and with respect to exogenous factors.

Suggested Citation

  • Knowling, Matthew J. & Bennett, Bree & Ostendorf, Bertram & Westra, Seth & Walker, Rob R. & Pellegrino, Anne & Edwards, Everard J. & Collins, Cassandra & Pagay, Vinay & Grigg, Dylan, 2021. "Bridging the gap between data and decisions: A review of process-based models for viticulture," Agricultural Systems, Elsevier, vol. 193(C).
    • Handle: RePEc:eee:agisys:v:193:y:2021:i:c:s0308521x21001621
    DOI: 10.1016/j.agsy.2021.103209
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    References listed on IDEAS

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    1. Nogueira Júnior, Antonio F. & Amorim, Lilian & Savary, Serge & Willocquet, Laetitia, 2018. "Modelling the dynamics of grapevine growth over years," Ecological Modelling, Elsevier, vol. 369(C), pages 77-87.
    2. Ben-Asher, J. & van Dam, J. & Feddes, R.A. & Jhorar, R.K., 2006. "Irrigation of grapevines with saline water: II. Mathematical simulation of vine growth and yield," Agricultural Water Management, Elsevier, vol. 83(1-2), pages 22-29, May.
    3. Ben-Asher, Jiftah & Tsuyuki, Itaru & Bravdo, Ben-Ami & Sagih, Moshe, 2006. "Irrigation of grapevines with saline water: I. Leaf area index, stomatal conductance, transpiration and photosynthesis," Agricultural Water Management, Elsevier, vol. 83(1-2), pages 13-21, May.
    4. Acevedo-Opazo, C. & Ortega-Farias, S. & Fuentes, S., 2010. "Effects of grapevine (Vitis vinifera L.) water status on water consumption, vegetative growth and grape quality: An irrigation scheduling application to achieve regulated deficit irrigation," Agricultural Water Management, Elsevier, vol. 97(7), pages 956-964, July.
    5. Celette, Florian & Ripoche, Aude & Gary, Christian, 2010. "WaLIS--A simple model to simulate water partitioning in a crop association: The example of an intercropped vineyard," Agricultural Water Management, Elsevier, vol. 97(11), pages 1749-1759, November.
    6. Pelak, Norman & Revelli, Roberto & Porporato, Amilcare, 2017. "A dynamical systems framework for crop models: Toward optimal fertilization and irrigation strategies under climatic variability," Ecological Modelling, Elsevier, vol. 365(C), pages 80-92.
    7. Bonfante, A. & Alfieri, S.M. & Albrizio, R. & Basile, A. & De Mascellis, R. & Gambuti, A. & Giorio, P. & Langella, G. & Manna, P. & Monaco, E. & Moio, L. & Terribile, F., 2017. "Evaluation of the effects of future climate change on grape quality through a physically based model application: a case study for the Aglianico grapevine in Campania region, Italy," Agricultural Systems, Elsevier, vol. 152(C), pages 100-109.
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    Cited by:

    1. Naulleau, Audrey & Gary, Christian & Prévot, Laurent & Vinatier, Fabrice & Hossard, Laure, 2022. "How can winegrowers adapt to climate change? A participatory modeling approach in southern France," Agricultural Systems, Elsevier, vol. 203(C).
    2. Knowling, Matthew J. & Walker, Rob R. & Pellegrino, Anne & Edwards, Everard J. & Westra, Seth & Collins, Cassandra & Ostendorf, Bertram & Bennett, Bree, 2023. "Generalized water production relations through process-based modeling: A viticulture example," Agricultural Water Management, Elsevier, vol. 280(C).

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