The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model

Salmon production is an important industry in Scotland, with an estimated retail value >£1 billion. However, this salmon industry can be threatened by the invasion and spread of diseases. To reduce this risk, the industry is divided into management areas that are physically separated from each ot...

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Published in:Preventive Veterinary Medicine
Main Authors: Werkman, Marleen, Green, Darren, Murray, Alexander G, Turnbull, James
Other Authors: University of Stirling, Institute of Aquaculture, Scottish Government - Enterprise, Environment & Digital - Marine Scotland, orcid:0000-0001-9026-5675, orcid:0000-0003-0741-9747
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2011
Subjects:
Online Access:http://hdl.handle.net/1893/3055
https://doi.org/10.1016/j.prevetmed.2010.10.004
http://www.sciencedirect.com/science/journal/01675877
http://dspace.stir.ac.uk/bitstream/1893/3055/1/STORRE.pdf
id ftunivstirling:oai:dspace.stir.ac.uk:1893/3055
record_format openpolar
institution Open Polar
collection University of Stirling: Stirling Digital Research Repository
op_collection_id ftunivstirling
language English
topic Fallowing
Disease transmission
Atlantic salmon
SIS-model
Epidemiology
Atlantic salmon Diseases
Fishes Infections
Salmon industry Scotland
spellingShingle Fallowing
Disease transmission
Atlantic salmon
SIS-model
Epidemiology
Atlantic salmon Diseases
Fishes Infections
Salmon industry Scotland
Werkman, Marleen
Green, Darren
Murray, Alexander G
Turnbull, James
The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
topic_facet Fallowing
Disease transmission
Atlantic salmon
SIS-model
Epidemiology
Atlantic salmon Diseases
Fishes Infections
Salmon industry Scotland
description Salmon production is an important industry in Scotland, with an estimated retail value >£1 billion. However, this salmon industry can be threatened by the invasion and spread of diseases. To reduce this risk, the industry is divided into management areas that are physically separated from each other. Pathogens can spread between farms by local processes such as water movement or by long-distance processes such as live fish movements. Here, network modelling was used to investigate the importance of transmission routes at these two scales. We used different disease transmission rates (beta), where infected farms had the probability of 0.10, 0.25 or 0.50 per month to infect each contacted farm. Interacting farms were modelled in such a way that neighbours within a management area could infect each other, resulting in two contacts per farm per month. In addition, non-local transmission occurred at random. Salmon are input to marine sites where they are raised to harvest size, the site is then fallowed; in the model the effects of different fallowing strategies (synchronised, partial synchronised and unsynchronised fallowing at the management area level) on the emergence of diseases were investigated. Synchronised fallowing was highly effective at eradicating epidemics when transmission rate is low (beta = 0.10) even when long distance contacts were fairly common (up to 1.5 farm−1 month−1). However for higher transmission rates, long distance contacts have to be kept at much lower levels (0.15 contacts month−1 where beta = 0.25) when synchronised fallowing was applied. If fallowing was partially synchronised or unsynchronised then low rates of long-distance contact are required (0.75 or 0.15 farm−1 month−1) even if beta = 0.10. These results demonstrate the potential benefits of having epidemiologically isolated management areas and applying synchronised fallowing.
author2 University of Stirling
Institute of Aquaculture
Scottish Government - Enterprise, Environment & Digital - Marine Scotland
orcid:0000-0001-9026-5675
orcid:0000-0003-0741-9747
format Article in Journal/Newspaper
author Werkman, Marleen
Green, Darren
Murray, Alexander G
Turnbull, James
author_facet Werkman, Marleen
Green, Darren
Murray, Alexander G
Turnbull, James
author_sort Werkman, Marleen
title The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
title_short The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
title_full The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
title_fullStr The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
title_full_unstemmed The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model
title_sort effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an sis model
publisher Elsevier
publishDate 2011
url http://hdl.handle.net/1893/3055
https://doi.org/10.1016/j.prevetmed.2010.10.004
http://www.sciencedirect.com/science/journal/01675877
http://dspace.stir.ac.uk/bitstream/1893/3055/1/STORRE.pdf
genre Atlantic salmon
genre_facet Atlantic salmon
op_relation Werkman M, Green D, Murray AG & Turnbull J (2011) The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model. Preventive Veterinary Medicine, 98 (1), pp. 64-73. http://www.sciencedirect.com/science/journal/01675877; https://doi.org/10.1016/j.prevetmed.2010.10.004
http://hdl.handle.net/1893/3055
doi:10.1016/j.prevetmed.2010.10.004
http://www.sciencedirect.com/science/journal/01675877
WOS:000286857900009
2-s2.0-78650309755
837214
http://dspace.stir.ac.uk/bitstream/1893/3055/1/STORRE.pdf
op_rights Published in Preventive Veterinary Medicine by Elsevier. Preventive Veterinary Medicine, Volume 98, Issue 1, January 2011, pp. 64 - 73.; This is the peer reviewed version of this article.; NOTICE: this is the author’s version of a work that was accepted for publication in Preventive Veterinary Medicine. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Preventive Veterinary Medicine, VOL 98, ISSUE 1, (January 2011). DOI:10.1016/j.prevetmed.2010.10.004
op_doi https://doi.org/10.1016/j.prevetmed.2010.10.004
container_title Preventive Veterinary Medicine
container_volume 98
container_issue 1
container_start_page 64
op_container_end_page 73
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spelling ftunivstirling:oai:dspace.stir.ac.uk:1893/3055 2023-05-15T15:32:05+02:00 The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model Werkman, Marleen Green, Darren Murray, Alexander G Turnbull, James University of Stirling Institute of Aquaculture Scottish Government - Enterprise, Environment & Digital - Marine Scotland orcid:0000-0001-9026-5675 orcid:0000-0003-0741-9747 2011-01 application/pdf http://hdl.handle.net/1893/3055 https://doi.org/10.1016/j.prevetmed.2010.10.004 http://www.sciencedirect.com/science/journal/01675877 http://dspace.stir.ac.uk/bitstream/1893/3055/1/STORRE.pdf en eng Elsevier Werkman M, Green D, Murray AG & Turnbull J (2011) The effectiveness of fallowing strategies in disease control in salmon aquaculture assessed with an SIS model. Preventive Veterinary Medicine, 98 (1), pp. 64-73. http://www.sciencedirect.com/science/journal/01675877; https://doi.org/10.1016/j.prevetmed.2010.10.004 http://hdl.handle.net/1893/3055 doi:10.1016/j.prevetmed.2010.10.004 http://www.sciencedirect.com/science/journal/01675877 WOS:000286857900009 2-s2.0-78650309755 837214 http://dspace.stir.ac.uk/bitstream/1893/3055/1/STORRE.pdf Published in Preventive Veterinary Medicine by Elsevier. Preventive Veterinary Medicine, Volume 98, Issue 1, January 2011, pp. 64 - 73.; This is the peer reviewed version of this article.; NOTICE: this is the author’s version of a work that was accepted for publication in Preventive Veterinary Medicine. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Preventive Veterinary Medicine, VOL 98, ISSUE 1, (January 2011). DOI:10.1016/j.prevetmed.2010.10.004 Fallowing Disease transmission Atlantic salmon SIS-model Epidemiology Atlantic salmon Diseases Fishes Infections Salmon industry Scotland Journal Article AM - Accepted Manuscript 2011 ftunivstirling https://doi.org/10.1016/j.prevetmed.2010.10.004 2022-06-13T18:41:55Z Salmon production is an important industry in Scotland, with an estimated retail value >£1 billion. However, this salmon industry can be threatened by the invasion and spread of diseases. To reduce this risk, the industry is divided into management areas that are physically separated from each other. Pathogens can spread between farms by local processes such as water movement or by long-distance processes such as live fish movements. Here, network modelling was used to investigate the importance of transmission routes at these two scales. We used different disease transmission rates (beta), where infected farms had the probability of 0.10, 0.25 or 0.50 per month to infect each contacted farm. Interacting farms were modelled in such a way that neighbours within a management area could infect each other, resulting in two contacts per farm per month. In addition, non-local transmission occurred at random. Salmon are input to marine sites where they are raised to harvest size, the site is then fallowed; in the model the effects of different fallowing strategies (synchronised, partial synchronised and unsynchronised fallowing at the management area level) on the emergence of diseases were investigated. Synchronised fallowing was highly effective at eradicating epidemics when transmission rate is low (beta = 0.10) even when long distance contacts were fairly common (up to 1.5 farm−1 month−1). However for higher transmission rates, long distance contacts have to be kept at much lower levels (0.15 contacts month−1 where beta = 0.25) when synchronised fallowing was applied. If fallowing was partially synchronised or unsynchronised then low rates of long-distance contact are required (0.75 or 0.15 farm−1 month−1) even if beta = 0.10. These results demonstrate the potential benefits of having epidemiologically isolated management areas and applying synchronised fallowing. Article in Journal/Newspaper Atlantic salmon University of Stirling: Stirling Digital Research Repository Preventive Veterinary Medicine 98 1 64 73