Author
Listed:
- Oussama Hadj Abdelkader
(Research Center for Systems and Technologies (SYSTEC)—Advanced Production and Intelligent Systems Associated Laboratory (ARISE), Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal
These authors contributed equally to this work.)
- Hadjer Bouzebiba
(Research Center for Systems and Technologies (SYSTEC)—Advanced Production and Intelligent Systems Associated Laboratory (ARISE), Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal)
- Miguel G. Santos
(GreenUPorto—Sustainable Agrifood Production Research Centre/Inov4Agro, Department of Geosciences, Environment and Spatial Plannings (DGAOT), Faculty of Sciences of the University of Porto, Vairão, 4485-646 Porto, Portugal
These authors contributed equally to this work.)
- Danilo Pena
(Research Center for Systems and Technologies (SYSTEC)—Advanced Production and Intelligent Systems Associated Laboratory (ARISE), Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal)
- António Pedro Aguiar
(Research Center for Systems and Technologies (SYSTEC)—Advanced Production and Intelligent Systems Associated Laboratory (ARISE), Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal)
- Susana M. P. Carvalho
(GreenUPorto—Sustainable Agrifood Production Research Centre/Inov4Agro, Department of Geosciences, Environment and Spatial Plannings (DGAOT), Faculty of Sciences of the University of Porto, Vairão, 4485-646 Porto, Portugal)
Abstract
This paper proposes a mathematical model based on a mechanistic approach and previous research findings for the bacterial canker disease development in kiwifruit vines. This disease is a leading cause of severe damage to kiwifruit vines, particularly in humid regions, and contributes to significant economic challenges for growers in many countries. The proposed model contains three parts. The first one is the model of the kiwifruit vine describing its light interception, its carbon acquisition, and the partitioning dynamics. The carbon resource represents the chemical energy required for maintaining the necessary respiration of the living organs and their growth processes. The second part of the model is the dynamics of the pathogenic bacterial population living within the vine’s tissues and competing with them for the carbon resource required for their proliferation. The third part of the model is the carbon dynamics described by a mass conservation formula which computes the remaining amount of carbon available for competition. The model was validated by comparing simulations with experimental results obtained from growth chambers. The results show that the proposed model can simulate reasonably well the functional part of the vine in both the healthy case and the disease case without plant defense mechanisms in which the bacteria are always dominant under favorable environmental conditions. They also show that the environmental effects on the vine’s growth and the infection progress are taken into account and align with the previous studies. The model can be used to simulate the infection process, predict its outcomes, test disease management techniques, and support experimental analyses.
Suggested Citation
Oussama Hadj Abdelkader & Hadjer Bouzebiba & Miguel G. Santos & Danilo Pena & António Pedro Aguiar & Susana M. P. Carvalho, 2024.
"CanKiwi: A Mechanistic Competition Model of Kiwifruit Bacterial Canker Disease Dynamics,"
Agriculture, MDPI, vol. 15(1), pages 1-23, December.
Handle:
RePEc:gam:jagris:v:15:y:2024:i:1:p:1-:d:1551344
Download full text from publisher
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:15:y:2024:i:1:p:1-:d:1551344. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
We have no bibliographic references for this item. You can help adding them by using this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through
the various RePEc services.