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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Dataset for paper "Machine learning reveals key drivers of at-vessel mortality in demersal sharks"

Authors: Ruiz-García, David;

Dataset for paper "Machine learning reveals key drivers of at-vessel mortality in demersal sharks"

Abstract

The present database was used to fit the boosted regression trees models presented in this scientific article. ### This database contains information on: #### (1) The relative identification of each individual studied, including: Database code Full name Units scientificName Scientific name of the study species Scyliorhinus canicula, Galeus melastomus spCode Code given to name each species Scyliorhinus canicula == Scanicula, Galeus melastomus == Gmelastomus organismID identification number given to each specimen ranging from 1 to 3079 towN identification number given to each tow analysed ranging from 1 to 66 vessel identification number given to each trawler collaborating in the study ranging from 1 to 8 date date when the tow occurred ranging from 02-12-2020 to 15-06-2022 Vessel name and fishing location was omitted as observation campaigns were conducted on board commercial trawlers and such information is confidential. #### (2) Survival stage of the specimen at the time when sharks were released back to sea: Database code Full name Units mortality Mortality stage of the specimen 0 == alive, 1 == dead #### (3) Biological, environmental and fishing operation predictors considered into the modelling approach. Database code Full name Units TL Body size centimeters MAT Maturity 0 == immature , 1 == mature SEX Sex 0 == male, 1 == female DEPTH Tow depth meters DUR Effective towing duration hours SPEED Towing speed knots TOWMASS Total catch biomass in the tow cod-end kilograms DECKTIME Time exposed on deck minutes CLOUD Cloud coverage % SEASTATE Sea state Douglas scale (0 to 9) WIND Wind force Beaufort scale (0 to 12) ATEMP Atmospheric temperature ºC DTEMP Change from atmospheric to sea bottom temperature ºC

Keywords

Bycatch, Trawl fishery, Sharks, Mortality, Discard

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    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).
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    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.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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