Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf

Climate change and fishing represent two of the most important stressors facing fish stocks. Forecasting the consequences of fishing scenarios has long been a central part of fisheries management. More recently, the effects of changing climate have been simulated alongside the effects of fishing to...

Full description

Bibliographic Details
Main Authors: Robin Boyd, Robert Thorpe, Kieran Hyder, Shovonlal Roy, Nicola Walker, Richard Sibly
Format: Dataset
Language:unknown
Published: 2020
Subjects:
Online Access:https://doi.org/10.3389/fmars.2020.00639.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Potential_Consequences_of_Climate_and_Management_Scenarios_for_the_Northeast_Atlantic_Mackerel_Fishery_pdf/12763133
id ftfrontimediafig:oai:figshare.com:article/12763133
record_format openpolar
spelling ftfrontimediafig:oai:figshare.com:article/12763133 2023-05-15T17:41:24+02:00 Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf Robin Boyd Robert Thorpe Kieran Hyder Shovonlal Roy Nicola Walker Richard Sibly 2020-08-05T04:36:04Z https://doi.org/10.3389/fmars.2020.00639.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Potential_Consequences_of_Climate_and_Management_Scenarios_for_the_Northeast_Atlantic_Mackerel_Fishery_pdf/12763133 unknown doi:10.3389/fmars.2020.00639.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Potential_Consequences_of_Climate_and_Management_Scenarios_for_the_Northeast_Atlantic_Mackerel_Fishery_pdf/12763133 Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering Atlantic mackerel climate change fisheries management earth system models individual-based model approximate Bayesian computation Dataset 2020 ftfrontimediafig https://doi.org/10.3389/fmars.2020.00639.s001 2020-08-05T22:54:13Z Climate change and fishing represent two of the most important stressors facing fish stocks. Forecasting the consequences of fishing scenarios has long been a central part of fisheries management. More recently, the effects of changing climate have been simulated alongside the effects of fishing to project their combined consequences for fish stocks. Here, we use an ecological individual-based model (IBM) to make predictions about how the Northeast Atlantic mackerel (NEAM) stock may respond to various fishing and climate scenarios out to 2050. Inputs to the IBM include Sea Surface Temperature (SST), chlorophyll concentration (as a proxy for prey availability) and rates of fishing mortality F at age. The climate scenarios comprise projections of SST and chlorophyll from an earth system model GFDL-ESM-2M under assumptions of high (RCP 2.6) and low (RCP 8.5) climate change mitigation action. Management scenarios comprise different levels of F, ranging from no fishing to rate F lim which represents an undesirable situation for management. In addition to these simple management scenarios, we also implement a hypothetical area closure in the North Sea, with different assumptions about how much fishing mortality is relocated elsewhere when it is closed. Our results suggest that, over the range of scenarios considered, fishing mortality has a larger effect than climate out to 2050. This result is evident in terms of stock size and spatial distribution in the summer months. We then show that the effects of area closures are highly sensitive to assumptions about how fishing mortality is relocated elsewhere after area closures. Going forward it would be useful to incorporate: (1) fishing fleet dynamics so that the behavioral response of fishers to area closures, and to the stock’s spatial distribution, can be better accounted for; and (2) additional climate-related stressors such as ocean acidification, deoxygenation and changes in prey composition. Dataset Northeast Atlantic Ocean acidification Frontiers: Figshare
institution Open Polar
collection Frontiers: Figshare
op_collection_id ftfrontimediafig
language unknown
topic Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
Atlantic mackerel
climate change
fisheries management
earth system models
individual-based model
approximate Bayesian computation
spellingShingle Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
Atlantic mackerel
climate change
fisheries management
earth system models
individual-based model
approximate Bayesian computation
Robin Boyd
Robert Thorpe
Kieran Hyder
Shovonlal Roy
Nicola Walker
Richard Sibly
Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
topic_facet Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
Atlantic mackerel
climate change
fisheries management
earth system models
individual-based model
approximate Bayesian computation
description Climate change and fishing represent two of the most important stressors facing fish stocks. Forecasting the consequences of fishing scenarios has long been a central part of fisheries management. More recently, the effects of changing climate have been simulated alongside the effects of fishing to project their combined consequences for fish stocks. Here, we use an ecological individual-based model (IBM) to make predictions about how the Northeast Atlantic mackerel (NEAM) stock may respond to various fishing and climate scenarios out to 2050. Inputs to the IBM include Sea Surface Temperature (SST), chlorophyll concentration (as a proxy for prey availability) and rates of fishing mortality F at age. The climate scenarios comprise projections of SST and chlorophyll from an earth system model GFDL-ESM-2M under assumptions of high (RCP 2.6) and low (RCP 8.5) climate change mitigation action. Management scenarios comprise different levels of F, ranging from no fishing to rate F lim which represents an undesirable situation for management. In addition to these simple management scenarios, we also implement a hypothetical area closure in the North Sea, with different assumptions about how much fishing mortality is relocated elsewhere when it is closed. Our results suggest that, over the range of scenarios considered, fishing mortality has a larger effect than climate out to 2050. This result is evident in terms of stock size and spatial distribution in the summer months. We then show that the effects of area closures are highly sensitive to assumptions about how fishing mortality is relocated elsewhere after area closures. Going forward it would be useful to incorporate: (1) fishing fleet dynamics so that the behavioral response of fishers to area closures, and to the stock’s spatial distribution, can be better accounted for; and (2) additional climate-related stressors such as ocean acidification, deoxygenation and changes in prey composition.
format Dataset
author Robin Boyd
Robert Thorpe
Kieran Hyder
Shovonlal Roy
Nicola Walker
Richard Sibly
author_facet Robin Boyd
Robert Thorpe
Kieran Hyder
Shovonlal Roy
Nicola Walker
Richard Sibly
author_sort Robin Boyd
title Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
title_short Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
title_full Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
title_fullStr Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
title_full_unstemmed Data_Sheet_1_Potential Consequences of Climate and Management Scenarios for the Northeast Atlantic Mackerel Fishery.pdf
title_sort data_sheet_1_potential consequences of climate and management scenarios for the northeast atlantic mackerel fishery.pdf
publishDate 2020
url https://doi.org/10.3389/fmars.2020.00639.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Potential_Consequences_of_Climate_and_Management_Scenarios_for_the_Northeast_Atlantic_Mackerel_Fishery_pdf/12763133
genre Northeast Atlantic
Ocean acidification
genre_facet Northeast Atlantic
Ocean acidification
op_relation doi:10.3389/fmars.2020.00639.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Potential_Consequences_of_Climate_and_Management_Scenarios_for_the_Northeast_Atlantic_Mackerel_Fishery_pdf/12763133
op_doi https://doi.org/10.3389/fmars.2020.00639.s001
_version_ 1766142934853353472