Reanalysis shows the extreme decline effect does not exist in fish ocean acidification studies - bioRxiv

This data record is a reanalysis of data related to the publication "Meta-analysis reveals an extreme “decline effect” in the impacts of ocean acidification on fish behavior" by Jeff C. Clements, Josefin Sundin, Timothy D. Clark, Fredrik Jutfelt https://doi.org/10.1371/journal.pbio.3001511.

The data record includes 5 R markdown files. 1) Rerun of the original analysis relating to the publication, 2) New analysis of the corrected and complete data set, 3) New analysis of the corrected and complete data using 0.01 to replace zeros in percentage and proportional data, 4) New analysis of the corrected and complete data using 1 to replace zeros in percentage data and 0.01 to replace zeros in proportional data, 5) New analysis of the corrected and complete data using 1 to replace zeros in percentage data and 0.01 to replace zeros in proportional data for only studies that examine olfactory-mediated responses to risk and habitat cues.

The excel data file relating to 1) Rerun of the original analysis is available with the original publication. There are 4 data files in this reposit that match to R markdown files 2-5.

Software/equipment used to create/collect the data: Microsoft Excel

Software/equipment used to manipulate/analyse the data: R Version 4.1.0 and RStudio Version 1.4.1717

    Data Record Details
    Data record related to this publication Reanalysis shows the extreme decline effect does not exist in fish ocean acidification studies
    Data Publication title Reanalysis shows the extreme decline effect does not exist in fish ocean acidification studies - bioRxiv
  • Description

    This data record is a reanalysis of data related to the publication "Meta-analysis reveals an extreme “decline effect” in the impacts of ocean acidification on fish behavior" by Jeff C. Clements, Josefin Sundin, Timothy D. Clark, Fredrik Jutfelt https://doi.org/10.1371/journal.pbio.3001511.

    The data record includes 5 R markdown files. 1) Rerun of the original analysis relating to the publication, 2) New analysis of the corrected and complete data set, 3) New analysis of the corrected and complete data using 0.01 to replace zeros in percentage and proportional data, 4) New analysis of the corrected and complete data using 1 to replace zeros in percentage data and 0.01 to replace zeros in proportional data, 5) New analysis of the corrected and complete data using 1 to replace zeros in percentage data and 0.01 to replace zeros in proportional data for only studies that examine olfactory-mediated responses to risk and habitat cues.

    The excel data file relating to 1) Rerun of the original analysis is available with the original publication. There are 4 data files in this reposit that match to R markdown files 2-5.

    Software/equipment used to create/collect the data: Microsoft Excel

    Software/equipment used to manipulate/analyse the data: R Version 4.1.0 and RStudio Version 1.4.1717

  • Other Descriptors
    • Descriptor
    • Descriptor type
  • Data type dataset
  • Keywords
    • ocean acidification
    • climate change
    • effect size
    • meta-analysis
    • fish
    • behaviour
    • ARC Centre of Excellence for Coral Reef Studies
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    • -
  • Research themes
    Tropical Ecosystems, Conservation and Climate Change
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    Temporal (time) coverage
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    • Notes
    Citation Munday, Philip (2022): Reanalysis shows the extreme decline effect does not exist in fish ocean acidification studies - bioRxiv. James Cook University. https://doi.org/10.25903/d9r4-t979