Data and code for: Combined effects of warming and hypoxia on aquatic ectotherms: A multilevel meta-analysis of physiological and fitness responses

This repository contains the raw data spreadsheet and R analysis code supporting the meta-analysis published in Comparative Biochemistry and Physiology Part A. The dataset includes effect sizes extracted from 40 independent empirical studies on aquatic ectotherms exposed to warming, hypoxia, and their combination. The R code covers all stages of the analysis pipeline: effect-size calculation, multilevel random-effects modelling (metafor), phylogenetic sensitivity analyses (rotl, ape), moderator analyses, publication bias diagnostics, and figure generation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-26
DOI
https://doi.org/10.5281/zenodo.19198328
Primary Topic
Physiological and biochemical adaptations
Type
article
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article

Data and code for: Combined effects of warming and hypoxia on aquatic ectotherms: A multilevel meta-analysis of physiological and fitness responses

Huang Jingyao, Xia Wei Yu, Li Jie, Chen Liangbiao et al.
Zenodo (CERN European Organization for Nuclear Research)
Physiological and biochemical adaptations
article

Data and code for: Combined effects of warming and hypoxia on aquatic ectotherms: A multilevel meta-analysis of physiological and fitness responses

Huang Jingyao, Xia Wei Yu, Li Jie, Chen Liangbiao, Mu Yu, Zhou Guixian
article en

Abstract

This repository contains the raw data spreadsheet and R analysis code supporting the meta-analysis published in Comparative Biochemistry and Physiology Part A. The dataset includes effect sizes extracted from 40 independent empirical studies on aquatic ectotherms exposed to warming, hypoxia, and their combination. The R code covers all stages of the analysis pipeline: effect-size calculation, multilevel random-effects modelling (metafor), phylogenetic sensitivity analyses (rotl, ape), moderator analyses, publication bias diagnostics, and figure generation.

Zenodo (CERN European Organization for Nuclear Research)
Life below water
Openalex Percentile: Top 21%
Physiological and biochemical adaptations
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