Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs

The results from the Island Closure Feasibility Study are analysed using the GLMs as set out at the 2010 international stock assessment workshop. Estimates of residual variance for a random year effects GLM for the various penguin response variables are considered to be sufficiently precise to enabl...

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Main Authors: Robinson, William, Butterworth, Doug, Furman, Liam
Format: Report
Language:unknown
Published: University of Cape Town 2022
Subjects:
Online Access:https://dx.doi.org/10.25375/uct.19383317.v1
https://zivahub.uct.ac.za/articles/report/Analyses_of_the_Results_from_the_Island_Closure_Feasibility_Study_for_the_Dassen_Robben_and_St_Croix_Bird_Island_Pairs/19383317/1
id ftdatacite:10.25375/uct.19383317.v1
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spelling ftdatacite:10.25375/uct.19383317.v1 2023-05-15T15:44:41+02:00 Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs Robinson, William Butterworth, Doug Furman, Liam 2022 https://dx.doi.org/10.25375/uct.19383317.v1 https://zivahub.uct.ac.za/articles/report/Analyses_of_the_Results_from_the_Island_Closure_Feasibility_Study_for_the_Dassen_Robben_and_St_Croix_Bird_Island_Pairs/19383317/1 unknown University of Cape Town https://dx.doi.org/10.25375/uct.19383317 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY 10401 Applied Statistics FOS Mathematics 10202 Biological Mathematics 10402 Biostatistics report Report Other 2022 ftdatacite https://doi.org/10.25375/uct.19383317.v1 https://doi.org/10.25375/uct.19383317 2022-04-01T18:14:02Z The results from the Island Closure Feasibility Study are analysed using the GLMs as set out at the 2010 international stock assessment workshop. Estimates of residual variance for a random year effects GLM for the various penguin response variables are considered to be sufficiently precise to enable power analyses to be conducted to contribute to the evaluation of whether to transition to a full experimental closures programme, so that the feasibility study may be considered successfully concluded. For the Dassen and Robben Islands about 80% of the estimates of the fishing effect parameter λ are positive, with this same proportion maintained for those (about one sixth) of these estimates which are significant at the 5% level. Thus the preponderance of the evidence from these analyses is that the impact of fishing around these islands has been positive. The rather fewer instances available to analyse for the Eastern Cape colonies suggest a weakly positive effect at Bird Island, but a somewhat stronger negative effect at St Croix. The power analyses suggest that in cases for Dassen and Robben Islands where further data collection might render currently non-significant λ estimates significant at the 5% level within the next two decades, the likely period required for such further collection would typically be in the vicinity of five years. The advantage provided by continuing the closure programme itself seems however to be slight, as the natural variation over time in normal catches would be sufficient to provide the contrast to achieve such results with only typically two years’ extension to those five years. For the two Eastern Cape islands, it seems that results which are statistically significant at the 5% level seem unlikely to be achieved in the foreseeable future – a result which may be a consequence of the relatively low levels of sardine catches typically taken close to those islands. Report Bird Island DataCite Metadata Store (German National Library of Science and Technology) Bird Island ENVELOPE(-38.060,-38.060,-54.004,-54.004)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic 10401 Applied Statistics
FOS Mathematics
10202 Biological Mathematics
10402 Biostatistics
spellingShingle 10401 Applied Statistics
FOS Mathematics
10202 Biological Mathematics
10402 Biostatistics
Robinson, William
Butterworth, Doug
Furman, Liam
Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
topic_facet 10401 Applied Statistics
FOS Mathematics
10202 Biological Mathematics
10402 Biostatistics
description The results from the Island Closure Feasibility Study are analysed using the GLMs as set out at the 2010 international stock assessment workshop. Estimates of residual variance for a random year effects GLM for the various penguin response variables are considered to be sufficiently precise to enable power analyses to be conducted to contribute to the evaluation of whether to transition to a full experimental closures programme, so that the feasibility study may be considered successfully concluded. For the Dassen and Robben Islands about 80% of the estimates of the fishing effect parameter λ are positive, with this same proportion maintained for those (about one sixth) of these estimates which are significant at the 5% level. Thus the preponderance of the evidence from these analyses is that the impact of fishing around these islands has been positive. The rather fewer instances available to analyse for the Eastern Cape colonies suggest a weakly positive effect at Bird Island, but a somewhat stronger negative effect at St Croix. The power analyses suggest that in cases for Dassen and Robben Islands where further data collection might render currently non-significant λ estimates significant at the 5% level within the next two decades, the likely period required for such further collection would typically be in the vicinity of five years. The advantage provided by continuing the closure programme itself seems however to be slight, as the natural variation over time in normal catches would be sufficient to provide the contrast to achieve such results with only typically two years’ extension to those five years. For the two Eastern Cape islands, it seems that results which are statistically significant at the 5% level seem unlikely to be achieved in the foreseeable future – a result which may be a consequence of the relatively low levels of sardine catches typically taken close to those islands.
format Report
author Robinson, William
Butterworth, Doug
Furman, Liam
author_facet Robinson, William
Butterworth, Doug
Furman, Liam
author_sort Robinson, William
title Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
title_short Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
title_full Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
title_fullStr Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
title_full_unstemmed Analyses of the Results from the Island Closure Feasibility Study for the Dassen/Robben and St Croix/Bird Island Pairs
title_sort analyses of the results from the island closure feasibility study for the dassen/robben and st croix/bird island pairs
publisher University of Cape Town
publishDate 2022
url https://dx.doi.org/10.25375/uct.19383317.v1
https://zivahub.uct.ac.za/articles/report/Analyses_of_the_Results_from_the_Island_Closure_Feasibility_Study_for_the_Dassen_Robben_and_St_Croix_Bird_Island_Pairs/19383317/1
long_lat ENVELOPE(-38.060,-38.060,-54.004,-54.004)
geographic Bird Island
geographic_facet Bird Island
genre Bird Island
genre_facet Bird Island
op_relation https://dx.doi.org/10.25375/uct.19383317
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.25375/uct.19383317.v1
https://doi.org/10.25375/uct.19383317
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