Evidence map›Paper›PMID 41708740›Full record

ArticleScientific reports2026

Compound flood simulations indicate rising public exposure to sewage-contaminated waters in Waikīkī, Hawai'i.

Kayla Yamamoto, Shellie Habel, Youngjun Son, Tiffany R Anderson, Chloe Obara, Matthew M Barbee, Kyrstin L Fornace, Charles H Fletcher

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

8 authors.

Kayla YamamotoDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA. kaylaky@hawaii.edu.
Shellie HabelDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA.
Youngjun SonPacific Northwest National Laboratory, 3200 Innovation Blvd, Richland, WA, 99354, USA.
Tiffany R AndersonDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA.
Chloe ObaraDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA.
Matthew M BarbeeDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA.
Kyrstin L FornaceUniversity of Hawai'i at Mānoa, Sea Level Center, and CIMAR, 1680 East-West Road, Honolulu, HI, 96822, USA.
Charles H FletcherDepartment of Earth Sciences, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, POST Building, 1680 East-West Road, Honolulu, HI, 96822, USA.

Funding

Hawai'i Sea Grant, University of Hawai'i NA24OARX417C0024-T1-01National Oceanic and Atmospheric Administration NA24OARX417C0024-T1-01
6 · The paper itself

Abstract

Waikīkī, Hawai‘i serves as a valuable case study for flood vulnerability due to its low elevation, present-day exposure to multiple flood sources, and role as the state’s economic engine. This study applies the high-resolution, open-source WRF-Hydro-CUFA (Coastal Urban Flood Application) model to simulate compound flood interactions among pluvial, fluvial, coastal, storm drain-driven, and subsurface processes, and to evaluate how flood characteristics in Waikīkī evolve under projected sea-level rise (SLR). Simulated water levels in an estuarine drainage canal, serving as the primary outlet for gravity-flow drainage from Waikīkī, show strong agreement with observations (r ≥ 0.935, R2 ≥ 0.874), accurately reproducing flooding observed during recent 5-year and 50-year storm events. Simulations incorporating SLR demonstrate a shift in dominant flood drivers as sea levels rise. In addition, results identify critical thresholds at which elevated estuarine tailwater conditions cause widespread drainage backflow, eventually occurring in the absence of rainfall. These findings suggest that tidally driven flooding will progressively dominate over rainfall-driven events, increasing public exposure to highly contaminated canal and groundwater sources. The results underscore the urgent need to integrate water quality issues and drainage failure into coastal flood management strategies for low-lying urban environments, particularly those reliant on polluted estuarine waterways for stormwater management.

Indexed as

Compound floodingContaminationDrainage failureSea-level riseWRF-hydro-CUFA

Identifiers

PMID41708740
PMCPMC13013977

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.