Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx

Climate changes have increasingly driven diverse biological processes of fish and lead to non-stationary dynamics of populations. The Gulf of Maine (GOM) is vulnerable to climate change, which should be considered in fishery stock assessment and management. This study focuses on the effects of possi...

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Main Authors: Ning Chen, Ming Sun, Chongliang Zhang, Yiping Ren, Yong Chen
Format: Dataset
Language:unknown
Published: 2022
Subjects:
Online Access:https://doi.org/10.3389/fmars.2022.845787.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Non-stationary_Natural_Mortality_Influencing_the_Stock_Assessment_of_Atlantic_Cod_Gadus_morhua_in_a_Changing_Gulf_of_Maine_docx/19429760
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record_format openpolar
spelling ftfrontimediafig:oai:figshare.com:article/19429760 2023-05-15T15:27:16+02:00 Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx Ning Chen Ming Sun Chongliang Zhang Yiping Ren Yong Chen 2022-03-28T05:47:45Z https://doi.org/10.3389/fmars.2022.845787.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Non-stationary_Natural_Mortality_Influencing_the_Stock_Assessment_of_Atlantic_Cod_Gadus_morhua_in_a_Changing_Gulf_of_Maine_docx/19429760 unknown doi:10.3389/fmars.2022.845787.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Non-stationary_Natural_Mortality_Influencing_the_Stock_Assessment_of_Atlantic_Cod_Gadus_morhua_in_a_Changing_Gulf_of_Maine_docx/19429760 CC BY 4.0 CC-BY Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering non-stationary dynamics climate change natural mortality Gulf of Maine Gadus morhua Dataset 2022 ftfrontimediafig https://doi.org/10.3389/fmars.2022.845787.s001 2022-03-30T23:05:28Z Climate changes have increasingly driven diverse biological processes of fish and lead to non-stationary dynamics of populations. The Gulf of Maine (GOM) is vulnerable to climate change, which should be considered in fishery stock assessment and management. This study focuses on the effects of possible non-stationary natural mortality (M) on the stock assessment of Atlantic cod (Gadus morhua) in GOM. We evaluated different assumptions about stationary and non-stationary M driven by sea surface temperature (SST) using a simulation approach. We found that adopting non-stationary M could effectively improve the quality of stock assessment compared to the commonly used stationary assumption for the GOM cod. Non-stationary scenario assuming a non-linear relationship between SST and M had the lowest estimation errors of spawning stock biomass (SSB) and fishing mortality, and the younger and the older age groups tended to be less accurately estimated. Different assumptions in M led to diverged estimates of biological reference points and yielded large differences in the determination of stock status and development of management advices. This study highlights the importance of including non-stationary vital rates in fisheries assessment and management in response to changing ecosystems. Dataset atlantic cod Gadus morhua 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
non-stationary dynamics
climate change
natural mortality
Gulf of Maine
Gadus morhua
spellingShingle Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
non-stationary dynamics
climate change
natural mortality
Gulf of Maine
Gadus morhua
Ning Chen
Ming Sun
Chongliang Zhang
Yiping Ren
Yong Chen
Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
topic_facet Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
non-stationary dynamics
climate change
natural mortality
Gulf of Maine
Gadus morhua
description Climate changes have increasingly driven diverse biological processes of fish and lead to non-stationary dynamics of populations. The Gulf of Maine (GOM) is vulnerable to climate change, which should be considered in fishery stock assessment and management. This study focuses on the effects of possible non-stationary natural mortality (M) on the stock assessment of Atlantic cod (Gadus morhua) in GOM. We evaluated different assumptions about stationary and non-stationary M driven by sea surface temperature (SST) using a simulation approach. We found that adopting non-stationary M could effectively improve the quality of stock assessment compared to the commonly used stationary assumption for the GOM cod. Non-stationary scenario assuming a non-linear relationship between SST and M had the lowest estimation errors of spawning stock biomass (SSB) and fishing mortality, and the younger and the older age groups tended to be less accurately estimated. Different assumptions in M led to diverged estimates of biological reference points and yielded large differences in the determination of stock status and development of management advices. This study highlights the importance of including non-stationary vital rates in fisheries assessment and management in response to changing ecosystems.
format Dataset
author Ning Chen
Ming Sun
Chongliang Zhang
Yiping Ren
Yong Chen
author_facet Ning Chen
Ming Sun
Chongliang Zhang
Yiping Ren
Yong Chen
author_sort Ning Chen
title Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
title_short Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
title_full Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
title_fullStr Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
title_full_unstemmed Data_Sheet_1_Non-stationary Natural Mortality Influencing the Stock Assessment of Atlantic Cod (Gadus morhua) in a Changing Gulf of Maine.docx
title_sort data_sheet_1_non-stationary natural mortality influencing the stock assessment of atlantic cod (gadus morhua) in a changing gulf of maine.docx
publishDate 2022
url https://doi.org/10.3389/fmars.2022.845787.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Non-stationary_Natural_Mortality_Influencing_the_Stock_Assessment_of_Atlantic_Cod_Gadus_morhua_in_a_Changing_Gulf_of_Maine_docx/19429760
genre atlantic cod
Gadus morhua
genre_facet atlantic cod
Gadus morhua
op_relation doi:10.3389/fmars.2022.845787.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Non-stationary_Natural_Mortality_Influencing_the_Stock_Assessment_of_Atlantic_Cod_Gadus_morhua_in_a_Changing_Gulf_of_Maine_docx/19429760
op_rights CC BY 4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fmars.2022.845787.s001
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