Evidence map›Paper›PMID 38927313›Full record

ArticleBiology2024

Analysis of the Distribution Characteristics of Jellyfish and Environmental Factors in the Seawater Intake Area of the Haiyang Nuclear Power Plant in China.

Yunpeng Song, Tiantian Wang, Minsi Xiong, Shenglong Yang, Heng Zhang, Jie Ying, Yongchuang Shi, Guoqing Zhao, Xiumei Zhang, Xiaodan Liu and 3 more

Abstract read
In one paragraph

Article in Biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Geostatistical Analysis of the Variability inAnimals : an open access journal from MDPI · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. The Spatial Dynamics of Japanese Sardine (Animals : an open access journal from MDPI · 2025
    Article
  8. 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

13 authors.

Yunpeng SongEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Tiantian WangYantai Marine Economic Research Institute, Yantai 264003, China.
Minsi XiongEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Shenglong YangEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0000-0003-1302-2439
Heng ZhangEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0000-0002-4526-3846
Jie YingZhoushan Yuanjie Aquatic Seed Farm, Zhoushan 316111, China.
Yongchuang ShiEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Guoqing ZhaoEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Xiumei ZhangYantai Marine Economic Research Institute, Yantai 264003, China.
Xiaodan LiuYantai Marine Economic Research Institute, Yantai 264003, China.
Cankun LinSchool of Marine Information Engineering, Jimei University, Xiamen 361021, China.
Zuli WuEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0006-9395-1658
Yumei WuEast China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.

Funding

Central Public-Interest Scientific Institution Basal Research Fund of China 2021T01National Natural Science Foundation of China 32201298Technology development projects related to the safety of cold sources in nuclear power plants of China 21FW018Yantai City Science and Technology Innovation Development Plan Project Funding 2023YDH081
6 · The paper itself

Abstract

In recent years, there have been frequent jellyfish outbreaks in Chinese coastal waters, significantly impacting the structure, functionality, safety, and economy of nuclear power plant cooling water intake and nearby ecosystems. Therefore, this study focuses on jellyfish outbreaks in Chinese coastal waters, particularly near the Shandong Peninsula. By analyzing jellyfish abundance data, a Generalized Additive Model integrating environmental factors reveals that temperature and salinity greatly influence jellyfish density. The results show variations in jellyfish density among years, with higher densities in coastal areas. The model explains 42.2% of the variance, highlighting the positive correlation between temperature (20-26 °C) and jellyfish density, as well as the impact of salinity (27.5-29‱). Additionally, ocean currents play a significant role in nearshore jellyfish aggregation, with a correlation between ocean currents and site coordinates. This study aims to investigate the relationship between jellyfish blooms and environmental factors. The results obtained from the study provide data support for the prevention and control of blockages in nuclear power plant cooling systems, and provide a data basis for the implementation of monitoring measures in nuclear power plants.

Indexed as

cold source blockadeenvironmental factorsgeneralized additive modeljellyfishspatiotemporal distribution

Identifiers

PMID38927313
PMCPMC11200777

What OpenQuestion holds

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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.