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ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Claim

Data and Code for "Functional traits and introduction pathways shaping the distribution pattern of non-native freshwater fish in China"

Research datakeyboard_double_arrow_right Dataset 21 Jan 2026Publisher:Zenodo
Authors: Anonymity, Anonymity; Anonymity, Anonymity; Anonymity, Anonymity; Anonymity, Anonymity; Anonymity, Anonymity; Anonymity, Anonymity;

doi: 10.5281/zenodo.18307447 , 10.5281/zenodo.18332210 , 10.5281/zenodo.18307446

Data and Code for "Functional traits and introduction pathways shaping the distribution pattern of non-native freshwater fish in China"

Abstract

This repository contains the dataset and R code supporting a study on how functional traits and introduction pathways influence the distribution patterns of non-native freshwater fish in China. The data includes independent measurements of 16 morphological traits for 177 species, as well as life-history and behavioral traits synthesized from FishBase and GBIF, and categorized species grouping data based on introduction sources. The provided R scripts offer a complete pipeline for PCoA functional space construction, hypervolume analysis, and statistical testing (e.g., Chi-squared and Kruskal-Wallis tests), enabling the full reproduction of all figures presented in the manuscript.

  • BIP!
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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average