Evidence map›Paper›PMID 41888205›Full record

ArticleScientific reports2026

Multi-site assessment of microtidal wave-dominated active beach state and morpho-sedimentary parameters using optical satellite imagery.

Salomé Frugier, Rafael Almar, Erwin W J Bergsma, Marcan Graffin, Gerben Ruessink

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Salomé FrugierLEGOS (Laboratoire d'Etudes en Géophysique et Océanographie Spatiales), Toulouse, France. salome.frugier@ird.fr.
Rafael AlmarLEGOS (Laboratoire d'Etudes en Géophysique et Océanographie Spatiales), Toulouse, France.
Erwin W J BergsmaCNES (Centre National d'Etudes Spatiales), Toulouse, France.
Marcan GraffinLEGOS (Laboratoire d'Etudes en Géophysique et Océanographie Spatiales), Toulouse, France.
Gerben RuessinkDepartment of Physical Geography, Faculty of Geosciences, Utrecht University, Utrecht, The Netherlands.

Funding

Agence Nationale de la Recherche ANR-22- ASTR-0013
6 · The paper itself

Abstract

Traditionally, beach states are defined from visual observations, in-situ measurements and/or video imagery, which limits their application to a handful of well-instrumented sites. In this work, we propose a different approach by focusing on a remotely observable quantity: the cross-shore distance between the offshore wave-breaking and the shoreline position, denoted [Formula: see text]. This metric defines the active beach state, capturing where waves dissipate energy relative to the underlying morphology. Using 10 years of Sentinel-2 imagery, [Formula: see text] is evaluated across 30 wave-dominated microtidal sandy beaches spanning reflective to fully dissipative conditions. The metric reproduces the structure of classical beach state frameworks and enables classification into five active states (R, LTT, TBR/RBB, LBT, and D) using transferable thresholds. [Formula: see text] is continuous, thus it also reveals how beach state evolve through time, allowing quantification of state occurrence, residence time, and transitions, with seasonal variability consistent with independent classifications at well-studied sites. Furthermore, using empirical relationships, we demonstrate that [Formula: see text] carries first-order information about beach-face slope ([Formula: see text]) and sediment grain size ([Formula: see text]), opening a pathway toward systematic satellite-based monitoring of coastal morphodynamics at regional to global scales.

Identifiers

PMID41888205
PMCPMC13039959

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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.