Author
Listed:
- Chad M Topaz
- Maria R D'Orsogna
- Leah Edelstein-Keshet
- Andrew J Bernoff
Abstract
Locusts exhibit two interconvertible behavioral phases, solitarious and gregarious. While solitarious individuals are repelled from other locusts, gregarious insects are attracted to conspecifics and can form large aggregations such as marching hopper bands. Numerous biological experiments at the individual level have shown how crowding biases conversion towards the gregarious form. To understand the formation of marching locust hopper bands, we study phase change at the collective level, and in a quantitative framework. Specifically, we construct a partial integrodifferential equation model incorporating the interplay between phase change and spatial movement at the individual level in order to predict the dynamics of hopper band formation at the population level. Stability analysis of our model reveals conditions for an outbreak, characterized by a large scale transition to the gregarious phase. A model reduction enables quantification of the temporal dynamics of each phase, of the proportion of the population that will eventually gregarize, and of the time scale for this to occur. Numerical simulations provide descriptions of the aggregation's structure and reveal transiently traveling clumps of gregarious insects. Our predictions of aggregation and mass gregarization suggest several possible future biological experiments. Author Summary: Locusts such as Schistocerca gregaria, Locusta migratoria, and Chortoceites terminifera periodically form highly destructive plagues responsible for billions of dollars in crop losses in Africa, the Middle East, Asia, and Australia. These locusts usually exist in the so-called solitarious behavioral phase and seek isolation; gregarious individuals, however, are attracted to conspecifics. Previous experimental work has uncovered the causes of phase change in individual insects: principally, sustained exposure to sparse or crowded conditions. An open problem is to understand the intrinsic roles that phase change and social interaction play in the transition from an initially disperse, solitarious population to an aggregated, destructive marching hopper band of gregarious individuals. To this end, we construct a mathematical model that describes the interplay of phase change and spatial dynamics. Through analysis and numerical simulations, we determine a critical density threshold for gregarious band formation and quantify the collective phase change over time. We also discuss implications of our work for preventative management strategies and for possible future biological experiments.
Suggested Citation
Chad M Topaz & Maria R D'Orsogna & Leah Edelstein-Keshet & Andrew J Bernoff, 2012.
"Locust Dynamics: Behavioral Phase Change and Swarming,"
PLOS Computational Biology, Public Library of Science, vol. 8(8), pages 1-11, August.
Handle:
RePEc:plo:pcbi00:1002642
DOI: 10.1371/journal.pcbi.1002642
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Citations
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Cited by:
- Sorel, Maeva & Gay, Pierre-Emmanuel & Vernier, Camille & Cissé, Sory & Piou, Cyril, 2024.
"Upwind flight partially explains the migratory routes of locust swarms,"
Ecological Modelling, Elsevier, vol. 489(C).
- Christa Nilsen & John Paige & Olivia Warner & Benjamin Mayhew & Ryan Sutley & Matthew Lam & Andrew J Bernoff & Chad M Topaz, 2013.
"Social Aggregation in Pea Aphids: Experiment and Random Walk Modeling,"
PLOS ONE, Public Library of Science, vol. 8(12), pages 1-11, December.
- Landmann, Tobias & Agboka, Komi M. & Klein, Igor & Abdel-Rahman, Elfatih M. & Kimathi, Emily & Mudereri, Bester T. & Malenge, Benard & Mohamed, Mahgoub M. & Tonnang, Henri E.Z., 2023.
"Towards early response to desert locust swarming in eastern Africa by estimating timing of hatching,"
Ecological Modelling, Elsevier, vol. 484(C).
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