Guerrilla clonal growth strategy leads to amorphous pattern formation in a drylands vegetation model

Publication date

2026-05

Authors

Davin, Andrea
von Hardenberg, Jost
Berghuis, Paul M.J.ORCID 0009-0006-2943-498XISNI 0000000517775360
Mayor, Ángeles G.
Magazzino, Enrico
Rietkerk, MaxORCID 0000-0002-2698-3848ISNI 0000000047385244
Veerman, Frits
Baudena, MaraORCID 0000-0002-6873-6466ISNI 0000000419499999

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Advisors

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Document Type

Article
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cc_by

Abstract

Resource concentration in the vicinity of plants is observed in drylands as a result of various mechanisms, developed to cope with water scarcity. This often leads to self-organized spatial patterns that enhance drylands’ ecosystem resilience to environmental changes. Numerous vegetation dynamics models have been developed over the past few decades to study this pattern formation. Generally, they represent plant spatial spread as a diffusive process, which captures well species that reproduce via seed dispersal or through clonal growth following the “phalanx” strategy, characterized by slow, compact expansion. However, many dryland species exhibit “guerrilla” clonal growth, characterized by rapid, directional exploration of favourable areas, which is poorly captured by diffusion. To address this limitation, we introduce a novel term for lateral biomass expansion into a classical dryland model. We found conditions suitable for periodic patterns to emerge with a Turing analysis, aiming to test the stability of a uniform solution against uniform and periodic perturbations. However, numerically, these patterns could not be observed by perturbing the homogeneous equilibria with small perturbations, possibly because of the non-linearity of the guerrilla expansion term. Instead, remarkably, the model produced amorphous, far-from-equilibrium patterns when integrated along a rainfall precipitation gradient. These findings highlight the need to represent the diversity of clonal plant strategies in dryland ecosystem models, as they play an important role in pattern formation and, thus, may influence ecosystem resilience and responses to global environmental change. Furthermore, our results highlight the need to move beyond linear analyses when studying systems with nonlinear dispersal dynamics.

Keywords

Clonality, Drylands, Non-linearity, Numerical modelling, Patterns, Self-organization, Vegetation, Ecology, Ecological Modelling, SDG 6 - Clean Water and Sanitation

Citation

Davin, A, von Hardenberg, J, Berghuis, P M J, Mayor, Á G, Magazzino, E, Rietkerk, M, Veerman, F & Baudena, M 2026, 'Guerrilla clonal growth strategy leads to amorphous pattern formation in a drylands vegetation model', Ecological Modelling, vol. 515, 111510. https://doi.org/10.1016/j.ecolmodel.2026.111510