Density-dependent aggregation underlies spatial self-organization in coastal dunes

Across coastal ecosystems, habitat-forming organisms interact with wind and water to generate biogeomorphic feedbacks that produce spatially patterned landscapes. Such spatial patterns can emerge through different self-organizing mechanisms, with contrasting implications for ecosystem resilience. Here, we test whether spatial dynamics in developing coastal dunes are better explained by scale-dependent feedback or by density-dependent aggregation (DDA), the latter being a more recently proposed mechanism of spatial self-organization. Using high-resolution aerial imagery and coupled time series of elevation, we tracked the spatial dynamics of dune-grass patches and sand accumulation during early dune development. Rather than converging toward a dominant size or spacing, both dune-grass patches and the dune bodies they collectively form coarsened through time, with self-similar size distributions shifting toward larger scales. Sand accumulation was disproportionately concentrated in already-dense vegetation, with a density–growth relationship that changes sign at a critical threshold. Together, these findings are consistent with DDA rather than scale-dependent feedback as the dominant mechanism of spatial self-organization in developing coastal dunes. The resulting density–growth relationship implies threshold-dependent resilience to local disturbances. Once local vegetation density falls below a critical point, decline is self-reinforcing rather than self-dampening, with direct consequences for how dune disturbance and recovery are understood and managed.

Authors

Institutions

Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2026-10-07
DOI
https://doi.org/10.1073/pnas.2610711123
Primary Topic
Aeolian processes and effects
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Density-dependent aggregation underlies spatial self-organization in coastal dunes

Johan van de Koppel, Paul M. J. Berghuis, Max Rietkerk, Koen Siteur et al.
Proceedings of the National Academy of Sciences
Aeolian processes and effects
article

Density-dependent aggregation underlies spatial self-organization in coastal dunes

Johan van de Koppel, Paul M. J. Berghuis, Max Rietkerk, Koen Siteur, Valérie C. Reijers, Angeles G. Mayor, Tjisse van der Heide
article en

Abstract

Across coastal ecosystems, habitat-forming organisms interact with wind and water to generate biogeomorphic feedbacks that produce spatially patterned landscapes. Such spatial patterns can emerge through different self-organizing mechanisms, with contrasting implications for ecosystem resilience. Here, we test whether spatial dynamics in developing coastal dunes are better explained by scale-dependent feedback or by density-dependent aggregation (DDA), the latter being a more recently proposed mechanism of spatial self-organization. Using high-resolution aerial imagery and coupled time series of elevation, we tracked the spatial dynamics of dune-grass patches and sand accumulation during early dune development. Rather than converging toward a dominant size or spacing, both dune-grass patches and the dune bodies they collectively form coarsened through time, with self-similar size distributions shifting toward larger scales. Sand accumulation was disproportionately concentrated in already-dense vegetation, with a density–growth relationship that changes sign at a critical threshold. Together, these findings are consistent with DDA rather than scale-dependent feedback as the dominant mechanism of spatial self-organization in developing coastal dunes. The resulting density–growth relationship implies threshold-dependent resilience to local disturbances. Once local vegetation density falls below a critical point, decline is self-reinforcing rather than self-dampening, with direct consequences for how dune disturbance and recovery are understood and managed.

Proceedings of the National Academy of SciencesVol. 123(41)
University of Alicante (ES), University of Groningen (NL), Utrecht University (NL), National Institute for Public Health and the Environment (NL), Royal Netherlands Institute for Sea Research (NL), Institute for Sustainable Development (SI)
Openalex Percentile: Top 15%
Aeolian processes and effects
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.