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Published on: November 25, 2016
A gravity model for the spread of a pollinator-borne plant pathogen
Matthew J Ferrari1, Ottar N Bjørnstad, Jessica L Partain
1Intercollege Graduate Degree Program in Ecology, Pennsylvania State University, University Park, Pennsylvania 16802, USA. mferrari@psu.edu
Insect foraging behavior significantly impacts plant pathogen spread. A new gravity model accurately predicts disease incidence based on host quality and vector movement, crucial for understanding plant disease dynamics.
Area of Science:
- Ecology
- Plant Pathology
- Epidemiology
Background:
- Plant pathogens are often transmitted by arthropod vectors.
- Vector movement and host selection are influenced by host quality and spatial distribution.
- Understanding these factors is key to predicting disease spread.
Purpose of the Study:
- To develop a "gravity" model for plant pathogen spatial spread.
- To investigate the role of insect foraging behavior in disease transmission.
- To model the spread of the smut fungus *Microbotryum violaceum* in *Silene latifolia*.
Main Methods:
- Developed a gravity model incorporating insect foraging behavior.
- Modeled pathogen spread based on host plant quality and vector movement.
- Fitted the model to time-series data of *M. violaceum* transmission in experimental plots.
Main Results:
- The gravity model provided a superior fit compared to mean field or distance-dependent models.
- Vector foraging behavior was shown to be a significant driver of spatial disease patterns.
- Demonstrated predictable variation in pathogen exposure due to foraging patterns.
Conclusions:
- Active vector foraging is critical for generating spatial patterns of plant disease incidence.
- Foraging behavior influences pathogen-mediated selection on floral traits.
- The gravity model offers a valuable tool for studying vector-borne plant diseases.
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