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Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus
The hake fishery is South Africa's most valuable and harvests two morphologically similar species, the shallow- water Cape hake Merluccius capensis and the deep-water Cape hake M. paradoxus. Since 1948, annual catches have exceeded 50 000 tons and the current total allowable catch (TAC) is about 150...
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| Format: | Thesis |
| Language: | English |
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Marine Resource Assessment and Management Group
2016
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| _version_ | 1867613246776672256 |
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| access_status_str | Open Access |
| author | Ross-Gillespie, Andrea |
| author2 | Butterworth, Doug S |
| author_browse | Butterworth, Doug S Ross-Gillespie, Andrea |
| author_facet | Butterworth, Doug S Ross-Gillespie, Andrea |
| author_sort | Ross-Gillespie, Andrea |
| collection | Thesis |
| description | The hake fishery is South Africa's most valuable and harvests two morphologically similar species, the shallow- water Cape hake Merluccius capensis and the deep-water Cape hake M. paradoxus. Since 1948, annual catches have exceeded 50 000 tons and the current total allowable catch (TAC) is about 150 000 tons, a quantity informed by assessments of the hake resource. Current assessments on which management is based use single-stock models that ignore food-web effects. Usually including such interactions in assessments is problematic because of the complexity of food webs. In the case of Cape hake, however, cannibalism and inter-species predation form a very large component of hake mortality and food consumption, thus making a multi-species model not only more feasible but also likely more reliable. A comprehensive multi-species model incorporating these interactions was last investigated in 1995. Since then, substantially more data have become available, and hake single-species assessments have developed considerably, inter alia now including the ability to take careful account of species differentiation. Additionally, with increased computer processing power, more sophisticated modelling can now be attempted than was possible 20 years ago, rendering an update and refinement of the 1995 analyses timeous. The thesis uses mathematical methods to model hake-on-hake predation and cannibalism in hake populations explicitly by incorporating an additional mortality term to account for these interactions. Information from stomach samples obtained on hake research surveys on predator and prey lengths, as well as on the proportion of hake in the diet of hake predators, is then included when fitting the model to data. Chapter 1 contains a brief introduction to the work. Chapter 2 provides background information on the Cape hake fishery and its management, as well as pertinent information on the biology and diet of the hake (and related fish) from the literature that is relevant to the development of the model constructed in this thesis. Chapter 3 lays out the data available for assessing the Cape hake populations: abundance indices together with catch and catch-at-size data for the standard non-predation model, and hake stomach content data for the years 1999-2013 to inform the predation component of multi-species model developed. Chapter 4 provides the details for the standard hake assessment model used at present to inform management of the stocks. This model forms the basis for the multi-species model developed incorporating predation, which is presented in Chapter 5. The remaining Chapters of the thesis present the results and discussions (Chapter 6), possible future development of this model (Chapter 7) and a brief summary of the main findings of the thesis (Chapter 8). |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/20519 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:33:05.164Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2016 |
| publishDateRange | 2016 |
| publishDateSort | 2016 |
| publisher | Marine Resource Assessment and Management Group |
| publisherStr | Marine Resource Assessment and Management Group |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/20519 Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus Ross-Gillespie, Andrea Butterworth, Doug S Mathematics and Applied Mathematics The hake fishery is South Africa's most valuable and harvests two morphologically similar species, the shallow- water Cape hake Merluccius capensis and the deep-water Cape hake M. paradoxus. Since 1948, annual catches have exceeded 50 000 tons and the current total allowable catch (TAC) is about 150 000 tons, a quantity informed by assessments of the hake resource. Current assessments on which management is based use single-stock models that ignore food-web effects. Usually including such interactions in assessments is problematic because of the complexity of food webs. In the case of Cape hake, however, cannibalism and inter-species predation form a very large component of hake mortality and food consumption, thus making a multi-species model not only more feasible but also likely more reliable. A comprehensive multi-species model incorporating these interactions was last investigated in 1995. Since then, substantially more data have become available, and hake single-species assessments have developed considerably, inter alia now including the ability to take careful account of species differentiation. Additionally, with increased computer processing power, more sophisticated modelling can now be attempted than was possible 20 years ago, rendering an update and refinement of the 1995 analyses timeous. The thesis uses mathematical methods to model hake-on-hake predation and cannibalism in hake populations explicitly by incorporating an additional mortality term to account for these interactions. Information from stomach samples obtained on hake research surveys on predator and prey lengths, as well as on the proportion of hake in the diet of hake predators, is then included when fitting the model to data. Chapter 1 contains a brief introduction to the work. Chapter 2 provides background information on the Cape hake fishery and its management, as well as pertinent information on the biology and diet of the hake (and related fish) from the literature that is relevant to the development of the model constructed in this thesis. Chapter 3 lays out the data available for assessing the Cape hake populations: abundance indices together with catch and catch-at-size data for the standard non-predation model, and hake stomach content data for the years 1999-2013 to inform the predation component of multi-species model developed. Chapter 4 provides the details for the standard hake assessment model used at present to inform management of the stocks. This model forms the basis for the multi-species model developed incorporating predation, which is presented in Chapter 5. The remaining Chapters of the thesis present the results and discussions (Chapter 6), possible future development of this model (Chapter 7) and a brief summary of the main findings of the thesis (Chapter 8). 2016-07-20T11:57:41Z 2016-07-20T11:57:41Z 2016 Doctoral Thesis Doctoral PhD http://hdl.handle.net/11427/20519 eng application/pdf Marine Resource Assessment and Management Group Faculty of Science University of Cape Town |
| spellingShingle | Mathematics and Applied Mathematics Ross-Gillespie, Andrea Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| thesis_degree_str | Doctoral |
| title | Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| title_full | Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| title_fullStr | Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| title_full_unstemmed | Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| title_short | Modelling cannibalism and inter-species predation for the Cape hake species Merluccius capensis and M. paradoxus |
| title_sort | modelling cannibalism and inter species predation for the cape hake species merluccius capensis and m paradoxus |
| topic | Mathematics and Applied Mathematics |
| url | http://hdl.handle.net/11427/20519 |
| work_keys_str_mv | AT rossgillespieandrea modellingcannibalismandinterspeciespredationforthecapehakespeciesmerlucciuscapensisandmparadoxus |