Evidence map›Paper›PMID 42842398›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

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

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

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Density-dependent aggregation underlies spatial self-organization in coastal dunes.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Paul M J BerghuisDepartment of Coastal Systems, Royal Netherlands Institute for Sea Research, Den Burg 1790 AB, The Netherlands.ORCID 0009-0006-2943-498X
Koen SiteurCentre for Environmental Quality, National Institute for Public Health and the Environment, Bilthoven 3720 BA, The Netherlands.
Valérie C ReijersDepartment of Physical Geography, Utrecht University, Utrecht 3508 TC, The Netherlands.ORCID 0000-0002-7781-5019
Angeles G MayorDepartment of Ecology, University of Alicante, Alicante 03690, Spain.
Tjisse van der HeideDepartment of Coastal Systems, Royal Netherlands Institute for Sea Research, Den Burg 1790 AB, The Netherlands.
Johan van de KoppelConservation Ecology Group, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen 9700 CC, The Netherlands.ORCID 0000-0002-0103-4275
Max RietkerkDepartment of Sustainable Development, Copernicus Institute of Sustainable Development, Utrecht University, Utrecht 3584 CB, The Netherlands.ORCID 0000-0002-2698-3848

Funding

Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO) UUNIOZ_Builders on the beach 4543.1Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO) VI.Veni.212.059
6 · The paper itself

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.

Indexed as

biogeomorphologycoastal ecosystemsecosystem resiliencepattern formationphase separation

Identifiers

PMID42842398
PMCPMC13663705

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.