Watters et al. 2020 reanalysis output and code
Three .csv analysis output files from the Watters et al. 2020 paper (https://doi.org/10.1038/s41598-020-59223-9). The analyses (using the code which imputes missing krill biomass values for years where no acoustic surveys were conducted) take several hours to run, with each file representing the out...
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Online Access: | https://dx.doi.org/10.5281/zenodo.5040114 https://zenodo.org/record/5040114 |
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ftdatacite:10.5281/zenodo.5040114 2023-05-15T13:04:52+02:00 Watters et al. 2020 reanalysis output and code Lowther, Andrew 2021 https://dx.doi.org/10.5281/zenodo.5040114 https://zenodo.org/record/5040114 en eng Zenodo https://zenodo.org/communities/sofm https://dx.doi.org/10.5281/zenodo.5040113 https://zenodo.org/communities/sofm Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess CC-BY Antarctic, krill, fishery, penguin performance, climate change, fisheries management dataset Dataset 2021 ftdatacite https://doi.org/10.5281/zenodo.5040114 https://doi.org/10.5281/zenodo.5040113 2021-11-05T12:55:41Z Three .csv analysis output files from the Watters et al. 2020 paper (https://doi.org/10.1038/s41598-020-59223-9). The analyses (using the code which imputes missing krill biomass values for years where no acoustic surveys were conducted) take several hours to run, with each file representing the output from a reformulated model. 1. hr.derived_s_Watters_original.csv : these represent the "as-is" output using the original code, data sources and model formulation 2. hr_derived_s_37.csv : modified in line with the provided manuscript i.e. rescaling of the area for which Local Krill Biomass and Local Harvesting Rates are generated during the summer (i.e. SSMU as opposed to gSSMU scales), and removal of chinstrap and Adelie penguin performance indices over winter, to reflect large-scale migration outside the key fishing grounds. This modification also included March in winter, to demonstrate the effect of an increasingly winter-orientated fishery in subarea 48.1 (that is, the fishery ramps up catch from the middle of March, when penguins have finished breeding). 3. hr_derived_s_37b.csv : as for case #2 above, but with March considered in summer (as in the original model formulation. The included R script is annotated with the code changes relating to the three cases, as well as the DOI for the original paper and the raw data sources, should people wish to check the .csv files above. : This repository will be updated as the manuscript developes, to include the Rmarkdown script and associated files to fully reproduce the paper. Dataset Adelie penguin Antarc* Antarctic Antarctic Krill DataCite Metadata Store (German National Library of Science and Technology) Antarctic |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
Antarctic, krill, fishery, penguin performance, climate change, fisheries management |
spellingShingle |
Antarctic, krill, fishery, penguin performance, climate change, fisheries management Lowther, Andrew Watters et al. 2020 reanalysis output and code |
topic_facet |
Antarctic, krill, fishery, penguin performance, climate change, fisheries management |
description |
Three .csv analysis output files from the Watters et al. 2020 paper (https://doi.org/10.1038/s41598-020-59223-9). The analyses (using the code which imputes missing krill biomass values for years where no acoustic surveys were conducted) take several hours to run, with each file representing the output from a reformulated model. 1. hr.derived_s_Watters_original.csv : these represent the "as-is" output using the original code, data sources and model formulation 2. hr_derived_s_37.csv : modified in line with the provided manuscript i.e. rescaling of the area for which Local Krill Biomass and Local Harvesting Rates are generated during the summer (i.e. SSMU as opposed to gSSMU scales), and removal of chinstrap and Adelie penguin performance indices over winter, to reflect large-scale migration outside the key fishing grounds. This modification also included March in winter, to demonstrate the effect of an increasingly winter-orientated fishery in subarea 48.1 (that is, the fishery ramps up catch from the middle of March, when penguins have finished breeding). 3. hr_derived_s_37b.csv : as for case #2 above, but with March considered in summer (as in the original model formulation. The included R script is annotated with the code changes relating to the three cases, as well as the DOI for the original paper and the raw data sources, should people wish to check the .csv files above. : This repository will be updated as the manuscript developes, to include the Rmarkdown script and associated files to fully reproduce the paper. |
format |
Dataset |
author |
Lowther, Andrew |
author_facet |
Lowther, Andrew |
author_sort |
Lowther, Andrew |
title |
Watters et al. 2020 reanalysis output and code |
title_short |
Watters et al. 2020 reanalysis output and code |
title_full |
Watters et al. 2020 reanalysis output and code |
title_fullStr |
Watters et al. 2020 reanalysis output and code |
title_full_unstemmed |
Watters et al. 2020 reanalysis output and code |
title_sort |
watters et al. 2020 reanalysis output and code |
publisher |
Zenodo |
publishDate |
2021 |
url |
https://dx.doi.org/10.5281/zenodo.5040114 https://zenodo.org/record/5040114 |
geographic |
Antarctic |
geographic_facet |
Antarctic |
genre |
Adelie penguin Antarc* Antarctic Antarctic Krill |
genre_facet |
Adelie penguin Antarc* Antarctic Antarctic Krill |
op_relation |
https://zenodo.org/communities/sofm https://dx.doi.org/10.5281/zenodo.5040113 https://zenodo.org/communities/sofm |
op_rights |
Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.5281/zenodo.5040114 https://doi.org/10.5281/zenodo.5040113 |
_version_ |
1766373919828213760 |