Evidence map›Paper›PMID 41957062›Full record

ArticleScientific data2026

A geospatial dataset of PPCPs occurrence in aquatic environments across China over the past two decades.

Hao Xiao, Yuhe Yang, Xiaolong Wu, Xiaohan Wang, Haibin Chen, Yiyang Guo, Yinsheng Zhang, Sen Li

Abstract readDataset
In one paragraph

Article in Scientific data, 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.

Hao XiaoHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Yuhe YangHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Xiaolong WuHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Xiaohan WangHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Haibin ChenHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Yiyang GuoHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.ORCID 0009-0002-1010-5079
Yinsheng ZhangHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China.
Sen LiHubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science and Engineering, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhani, 430074, China. senli@hust.edu.cn.ORCID 0000-0002-1177-7339

Funding

Huazhong University of Science and Technology (HUST) 2020YFC1908704Huazhong University of Science and Technology (HUST) 202410487106
6 · The paper itself

Abstract

Pharmaceuticals and personal care products (PPCPs) are increasingly recognized as persistent and bioaccumulative contaminants in aquatic environments. To enhance understanding of their spatial distribution and prevalence across China, we have developed a comprehensive geospatial database containing 8,128 records of 250 PPCPs from 385 sampling sites nationwide. The dataset is organized at four geographic scales (i.e., provincial, prefectural, county, and township or finer), with each record detailing the sampling time, location, and measured concentrations. Importantly, this database expands on previous efforts by including frequently overlooked water sources, such as tap water, groundwater, and water treatment plants, which are directly relevant to public health. This resource provides valuable support for environmental agencies in developing targeted management strategies, and enables researchers in environmental science, ecotoxicology, and health geography to conduct nuanced analyses of PPCPs pollution across China.

Indexed as

Water Pollutants, ChemicalChinaEnvironmental MonitoringPersonal Care ProductsPharmaceutical PreparationsPersonal Care ProductsPharmaceutical PreparationsWater Pollutants, Chemical

Identifiers

PMID41957062
PMCPMC13243454

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.