Evidence map›Paper›PMID 41491171›Full record

ArticleScientific reports2026

Hydrochemical and isotopic signatures of groundwater infiltration and legacy nitrogen discharge within Jeju Island aquaculture systems.

Seung-Hee Kim, Sung-Eun Park, Young-Shin Go, Chung-Sook Kim, Changmin Kim, Minjune Yang, Taejin Kim, Dong-Hun Lee

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

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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.

Seung-Hee KimInstitute of Sustainable Earth and Environmental Dynamics (SEED), Pukyong National University, 365 Sinseon-ro, Nam-gu, Busan, 48547, South Korea.
Sung-Eun ParkMarine Environment Research Division, National Institute of Fisheries Science, Busan, 46083, South Korea.
Young-Shin GoEnvironment and Fisheries Resource Research Division, West Sea Fisheries Research Institute, National Institute of Fisheries Science, Incheon, 22383, Republic of Korea.
Chung-Sook KimMarine Environment Research Division, National Institute of Fisheries Science, Busan, 46083, South Korea.
Changmin KimDivision of Earth and Environmental System Sciences, Pukyong National University, Busan, 48513, South Korea.
Minjune YangDivision of Earth and Environmental System Sciences, Pukyong National University, Busan, 48513, South Korea.
Taejin KimDivision of Earth and Environmental System Sciences, Pukyong National University, Busan, 48513, South Korea.
Dong-Hun LeeDivision of Earth and Environmental System Sciences, Pukyong National University, Busan, 48513, South Korea. thomaslee0118@gmail.com.

Funding

National Institute of Fisheries Science R2025043National Research Foundation of Korea RS-2023-00301702
6 · The paper itself

Abstract

The terrestrial aquaculture systems in Jeju Island have been increasingly threatened by the intrusion of deteriorated groundwater. In this study, we investigated spatiotemporal variations in hydrochemical properties and isotopic compositions (δ13CPOC, δ15NPN, δ15NNO3, and δ18ONO3) of influent waters from land-based fish farms to trace the sources of particulate organic matter (POM) and nitrate (NO₃⁻) pollution. During heavy summer precipitation (> 350 mm), hydrochemical and isotopic shifts revealed increased infiltration of terrestrial groundwater into fish farm systems. Based on discriminative isotopic values of POM and NO₃⁻ in aquaculture influents, source apportionment results after accumulated precipitation indicated that the contribution of anthropogenic POM (livestock; 39 ± 17%) was predominant than those of other sources (soil; 31 ± 16%, fertilizer; 24 ± 7%, septic waste; 6 ± 1%). In addition, the contribution of NO₃⁻ sources (soil; 67 ± 7%, livestock; 18 ± 10%, septic waste; 9 ± 4%, fertilizer; 5 ± 1%) were largely controlled by specific land-use types adjacent to aquaculture systems. These results suggest that variations in volcanic bedrock permeability and land-use patterns may lead to distinct infiltration pathways and delayed responses between the northern and southern sections of Jeju Island. Therefore, these findings demonstrated that legacy pollutants stored in both the unsaturated and saturated zones may continue to impair groundwater quality, thereby affecting aquaculture water quality, particularly during periods of accumulated precipitation. To effectively manage nutrient-driven degradation in aquaculture systems, we recommend integrating isotopic source-specific monitoring with hydrogeological zoning and the targeted pretreatment of saline groundwater. This approach can mitigate eutrophication risks and enhance the sustainability of fish farming operations in volcanic islands.

Indexed as

Bayesian mixing modelNitrateOrganic matterSaline groundwaterStable isotope

Identifiers

PMID41491171
PMCPMC12780187

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LicenceCC BY
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Registered trials

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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.