Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ...
This folder contains data and code for the manuscript "Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods" The first script to run is the "rolling regression and adding covariates to MR data.R", this will read in all the files wit...
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ftdatacite:10.5281/zenodo.7636925 2023-12-03T10:17:07+01:00 Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... Karlsson, Konrad Søreide, Janne 2023 https://dx.doi.org/10.5281/zenodo.7636925 https://zenodo.org/record/7636925 en eng Zenodo https://dx.doi.org/10.5281/zenodo.7636924 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 aerobic scope invertebrates physiology copepods dataset Dataset 2023 ftdatacite https://doi.org/10.5281/zenodo.763692510.5281/zenodo.7636924 2023-11-03T10:36:45Z This folder contains data and code for the manuscript "Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods" The first script to run is the "rolling regression and adding covariates to MR data.R", this will read in all the files with oxygen measurements, dry weight, and species and life stage information. The code will fit and predict estimates for each individual, calculate O2 from calibration data, subtract background respiration, run the rolling regression, and add the covariates DW, species and life stage to the metabolic rate data, and write the resulting data fame to a .txt file. The second script "lme4 Analysis and figures 5 6 7.R" will read in the data from the first script. Here the AMR RMR and aerobic scope is estimated by Density Estimation via Model-Based Clustering. The resulting data is fitted with a mixed model 'lmer'. The remaining part of the script make the predictions that are presented in the text of the manuscript and that are shown in ... Dataset Arctic Copepods DataCite Metadata Store (German National Library of Science and Technology) Arctic |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
aerobic scope invertebrates physiology copepods |
spellingShingle |
aerobic scope invertebrates physiology copepods Karlsson, Konrad Søreide, Janne Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
topic_facet |
aerobic scope invertebrates physiology copepods |
description |
This folder contains data and code for the manuscript "Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods" The first script to run is the "rolling regression and adding covariates to MR data.R", this will read in all the files with oxygen measurements, dry weight, and species and life stage information. The code will fit and predict estimates for each individual, calculate O2 from calibration data, subtract background respiration, run the rolling regression, and add the covariates DW, species and life stage to the metabolic rate data, and write the resulting data fame to a .txt file. The second script "lme4 Analysis and figures 5 6 7.R" will read in the data from the first script. Here the AMR RMR and aerobic scope is estimated by Density Estimation via Model-Based Clustering. The resulting data is fitted with a mixed model 'lmer'. The remaining part of the script make the predictions that are presented in the text of the manuscript and that are shown in ... |
format |
Dataset |
author |
Karlsson, Konrad Søreide, Janne |
author_facet |
Karlsson, Konrad Søreide, Janne |
author_sort |
Karlsson, Konrad |
title |
Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
title_short |
Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
title_full |
Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
title_fullStr |
Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
title_full_unstemmed |
Linking the metabolic rate of individuals to species ecology and life history in key Arctic copepods ... |
title_sort |
linking the metabolic rate of individuals to species ecology and life history in key arctic copepods ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.7636925 https://zenodo.org/record/7636925 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Copepods |
genre_facet |
Arctic Copepods |
op_relation |
https://dx.doi.org/10.5281/zenodo.7636924 |
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_doi |
https://doi.org/10.5281/zenodo.763692510.5281/zenodo.7636924 |
_version_ |
1784264083532414976 |