Modelling Atlantic mackerel spawning habitat suitability and its future distribution in the north‐west Atlantic. (5th November 2019)
- Record Type:
- Journal Article
- Title:
- Modelling Atlantic mackerel spawning habitat suitability and its future distribution in the north‐west Atlantic. (5th November 2019)
- Main Title:
- Modelling Atlantic mackerel spawning habitat suitability and its future distribution in the north‐west Atlantic
- Authors:
- Mbaye, Baye
Doniol‐Valcroze, Thomas
Brosset, Pablo
Castonguay, Martin
Van Beveren, Elisabeth
Smith, Andrew
Lehoux, Caroline
Brickman, David
Wang, Zeliang
Plourde, Stéphane - Abstract:
- Abstract: We investigated the effect of environmental conditions on Atlantic mackerel spawning habitat in the southern Gulf of St. Lawrence (sGSL). Based on generalized additive models, we (i) modelled the optimal spawning habitat of mackerel in the sGSL using daily egg production (DEP) in June, (ii) predicted known and new potential present spawning habitats in the GSL and the north‐west Atlantic, and (iii) assessed how they respond to future climate change. Our findings showed that both mackerel presence–absence and given‐presence DEP were associated with sea surface temperature (10–16.5°C), salinity above 31 and depth < 120 m. Adding zooplankton showed a marked effect on the DEP given‐presence compared to the presence–absence. Predictions of spawning habitats under present (1999–2012) and future scenario (2066–2085) conditions were estimated from the presence–absence model without zooplankton, using physical conditions of the BNAM. Under present conditions, our model predicted well the main spawning habitat in the sGSL and other known secondary spawning habitats in the northern GSL (nGSL), the western and southern Newfoundland, and the north‐west Atlantic coast. Under future conditions, our study suggests that spawning habitats in the sGSL and the nGSL would expand. Our results, therefore, suggest that mackerel could benefit from a warmer GSL, minimizing the potential for a northward migration of the stock due to decreasing suitability of the sGSL as its main spawningAbstract: We investigated the effect of environmental conditions on Atlantic mackerel spawning habitat in the southern Gulf of St. Lawrence (sGSL). Based on generalized additive models, we (i) modelled the optimal spawning habitat of mackerel in the sGSL using daily egg production (DEP) in June, (ii) predicted known and new potential present spawning habitats in the GSL and the north‐west Atlantic, and (iii) assessed how they respond to future climate change. Our findings showed that both mackerel presence–absence and given‐presence DEP were associated with sea surface temperature (10–16.5°C), salinity above 31 and depth < 120 m. Adding zooplankton showed a marked effect on the DEP given‐presence compared to the presence–absence. Predictions of spawning habitats under present (1999–2012) and future scenario (2066–2085) conditions were estimated from the presence–absence model without zooplankton, using physical conditions of the BNAM. Under present conditions, our model predicted well the main spawning habitat in the sGSL and other known secondary spawning habitats in the northern GSL (nGSL), the western and southern Newfoundland, and the north‐west Atlantic coast. Under future conditions, our study suggests that spawning habitats in the sGSL and the nGSL would expand. Our results, therefore, suggest that mackerel could benefit from a warmer GSL, minimizing the potential for a northward migration of the stock due to decreasing suitability of the sGSL as its main spawning ground, and a new but spatially limited potential habitat in Newfoundland coasts. These results can be used to inform stock management and develop adaptive management plans in the context of climate change. … (more)
- Is Part Of:
- Fisheries oceanography. Volume 29:Number 1(2020)
- Journal:
- Fisheries oceanography
- Issue:
- Volume 29:Number 1(2020)
- Issue Display:
- Volume 29, Issue 1 (2020)
- Year:
- 2020
- Volume:
- 29
- Issue:
- 1
- Issue Sort Value:
- 2020-0029-0001-0000
- Page Start:
- 84
- Page End:
- 99
- Publication Date:
- 2019-11-05
- Subjects:
- climate change -- daily egg production -- Gulf of St. Lawrence -- habitat model -- Scomber scombrus -- spawning site -- zooplankton abundance
Fishery oceanography -- Periodicals
639.2 - Journal URLs:
- http://www.blackwell-synergy.com/member/institutions/issuelist.asp?journal=fog ↗
http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1365-2419 ↗
http://onlinelibrary.wiley.com/ ↗
http://firstsearch.oclc.org ↗
http://firstsearch.oclc.org/journal=1054-6006;screen=info;ECOIP ↗ - DOI:
- 10.1111/fog.12456 ↗
- Languages:
- English
- ISSNs:
- 1054-6006
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3939.467000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12435.xml