Evidence map›Paper›PMID 41567928›Full record

ArticlePNAS nexus2026

ENSO and PDO drive shoreline position anomalies in the US Pacific Northwest.

Mohsen Taherkhani, Sean Vitousek, Marcan Graffin, Kilian Vos, Jonathan C Allan, George M Kaminsky, Peter Ruggiero

Abstract read
In one paragraph

Article in PNAS nexus, 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

7 authors.

Mohsen TaherkhaniDepartment of Civil, Environmental and Construction Engineering, University of Central Florida, Orlando, FL 32816, USA.ORCID https://orcid.org/0000-0002-9716-441X
Sean VitousekPacific Coastal and Marine Science Center, U.S. Geological Survey, Santa Cruz, CA 95060, USA.ORCID https://orcid.org/0000-0002-3369-4673
Marcan GraffinUniversité de Toulouse, LEGOS (CNES/CNRS/IRD/UT3), Toulouse 31042, France.ORCID https://orcid.org/0000-0003-0961-9419
Kilian VosOHB Digital Services GmbH, Bremen 28359, Germany.ORCID https://orcid.org/0000-0002-9518-1582
Jonathan C AllanOregon Department of Geology and Mineral Industries, Newport, OR 97365, USA.ORCID https://orcid.org/0000-0002-2303-3724
George M KaminskyWashington State Department of Ecology, Olympia, WA 98503, USA.ORCID https://orcid.org/0000-0002-6618-9729
Peter RuggieroCollege of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR 97331, USA.ORCID https://orcid.org/0000-0001-7425-9953

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sandy beaches act as buffers against various coastal hazards but are vulnerable to episodic (seasonal) and chronic (interannual) erosion. Understanding the variation of shoreline position, a key metric in coastal morphology, over a spectrum of time scales is therefore crucial in assessing hazard vulnerability. Long-standing research has investigated the role of El Niño-Southern Oscillation (ENSO), the dominant mode of climate variability in the Pacific Basin, in seasonal shoreline variability. Yet, ENSO's chronic influence-and that of another Pacific climate mode, the Pacific Decadal Oscillation (PDO)-on shoreline anomalies remains poorly understood. Here, we examine the variability of sandy beaches in the US Pacific Northwest, a ∼750 km long coastal region on the US West Coast. We leverage 40 years (1984-2024) of shoreline data from publicly available Earth-observing (Landsat) satellite imagery at a high spatial resolution (>10,000 shore-normal transects at 50-m alongshore spacing) and employ Convergent Cross Mapping (CCM), a methodology for inferring causality in dynamical systems. We discover that strong El Niño years are signified by erosion (75.1% of transects), and strong La Niña years exhibit accretional behavior (73.4% of transects). Furthermore, we establish, for the first time, that both ENSO and PDO exert a statistically significant control on interannual shoreline variability, particularly on the alongshore component (in 95 and 100% of littoral cells, respectively), with water level fluctuations playing a critical role. This effort advances our understanding of the seasonal-to-interannual interactions between Pacific Basin climate variability and the PNW's coastal morphodynamics, with implications for sediment management and coastal adaptation.

Indexed as

El Niño-Southern Oscillation (ENSO)Pacific Decadal Oscillation (PDO)satellite-derived shoreline observationsshoreline changeUS Pacific Northwest (PNW)

Identifiers

PMID41567928
PMCPMC12817983

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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.