Evidence map›Paper›PMID 39394428›Full record

ArticleScientific reports2024

Identifying groundwater characteristics and controlling factors in Jiaozhou Bay's northern coastal region, China: a combined approach of multivariate statistics, isotope analysis, and field empirical investigations.

Dong Ji, Jian Ma, Junzhuo Xue, Xinghui Wu, Zeyong Wang, Shuai Wei

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Characterization of Groundwater Hydrochemistry and Comprehensive Water Quality Assessment in the Zi River Basin, Northern China.Water environment research : a research publication of the Water Environment Federation · 2026
    Article
  2. Article
  3. 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

6 authors.

Dong JiCollege of Civil Engineering and Transport, Weifang University, Weifang, 261061, China. jidong@wfu.edu.cn.
Jian MaKey Laboratory of Coastal Zone Geological Environment Protection, Shandong Geology and Mineral Exploration and Development Bureau, Weifang, 261021, China.
Junzhuo XueQingdao Surveying and Mapping Institute, Qingdao, 266032, China.
Xinghui WuSchool of City and Architecture Engineering, Zaozhuang University, Zaozhuang, 277160, China. wuxinghui@uzz.edu.cn.
Zeyong WangQingdao Surveying and Mapping Institute, Qingdao, 266032, China.
Shuai WeiCollege of Civil Engineering and Transport, Weifang University, Weifang, 261061, China.

Funding

Doctoral Research Initial Foundation of Weifang University 2022BS34Higher Education Research Planning Project of China Association of Higher Education CX230303the Project Qingdao Urban Geological Survey ZFCG2019001542
6 · The paper itself

Abstract

Explicit identification of hydrochemical processes and their controlling factors within groundwater systems is critical for the sustainable utilization of water resources in coastal urban areas. This study was undertaken in the North Coastal Region of Jiaozhou Bay (NCRJB), located in the eastern part of Shandong Province, China, an area grappling with significant issues of groundwater quality degradation and water scarcity. A total of 105 groundwater samples and 34 surface water samples, collected from 2020 to 2024, were analyzed and studied using various hydrogeological tools, multivariate statistical analyses, and water quality assessment methods. These include the Piper diagram, hydrochemical facies evolution diagram (HFE-D), Principal Components Analysis (PCA), correlation analysis, stable isotope analysis, Water Quality Index (WQI), and USSL diagrams. The results indicated that all surface water and pore groundwater samples were categorized as Na-Cl type, exhibiting high Total Dissolved Solids (TDS) and Electrical Conductivity (EC) values, characteristics that render them poor to unsuitable for drinking and irrigation purposes. The fracture groundwater is predominantly of the Ca-Na-Cl mixed type, with average suitability for irrigation and a limited proportion (22.5%) deemed suitable for drinking. Seawater intrusion, primarily through the surface water system, and the impact of human activities were identified as the predominant controlling factors con-tributing to the degradation of the local groundwater environment. Field empirical investigations further validated the results derived from hydrogeological assessments, multivariate statistical analyses, and isotopic approaches. The long-term shifts in hydrochemical properties, along with the latent threat of seawater intrusion, exhibit an upward trend during the dry season and show a certain degree of mitigation during the wet season. This study highlights that field investigations, in conjunction with hydrochemical tools, multivariate statistical analyses, and stable isotope analysis, can successfully furnish reliable insights into the predominant mechanisms governing regional groundwater evolution within the context of long-term and intricate envi-ronmental settings.

Indexed as

Coastal aquiferField empirical investigationGroundwater hydrochemistryIsotopic analysisMultivariate statistical analysisSeawater intrusion

Identifiers

PMID39394428
PMCPMC11470051

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