Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model

Characterization of uncertainty (variance) in ecosystem projections under climate change is still rare despite its importance for informing decision-making and prioritizing research. We developed an ensemble modeling framework to evaluate the relative importance of different uncertainty sources for...

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Published in:Frontiers in Marine Science
Main Authors: Reum, JCP, Blanchard, JL, Holsman, KK, Aydin, K, Hollowed, AB, Hermann, AJ, Cheng, W, Faig, A, Haynie, AC, Punt, AE
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Research Foundation 2020
Subjects:
Online Access:https://eprints.utas.edu.au/44334/
https://eprints.utas.edu.au/44334/1/144007%20-%20Ensemble%20projections%20of%20future%20climate%20change%20impacts.pdf
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spelling ftunivtasmania:oai:eprints.utas.edu.au:44334 2023-05-15T15:43:37+02:00 Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model Reum, JCP Blanchard, JL Holsman, KK Aydin, K Hollowed, AB Hermann, AJ Cheng, W Faig, A Haynie, AC Punt, AE 2020 application/pdf https://eprints.utas.edu.au/44334/ https://eprints.utas.edu.au/44334/1/144007%20-%20Ensemble%20projections%20of%20future%20climate%20change%20impacts.pdf en eng Frontiers Research Foundation https://eprints.utas.edu.au/44334/1/144007%20-%20Ensemble%20projections%20of%20future%20climate%20change%20impacts.pdf Reum, JCP, Blanchard, JL orcid:0000-0003-0532-4824 , Holsman, KK, Aydin, K, Hollowed, AB, Hermann, AJ, Cheng, W, Faig, A, Haynie, AC and Punt, AE 2020 , 'Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model' , Frontiers in Marine Science, vol. 7, no. MAR , pp. 1-17 , doi:10.3389/fmars.2020.00124 <http://dx.doi.org/10.3389/fmars.2020.00124>. climate impacts projections modelling size-structure uncertainty partitioning predictive ecology Arrhenius factor body size size-based food web cumulative effects commonality analysis Article PeerReviewed 2020 ftunivtasmania https://doi.org/10.3389/fmars.2020.00124 2022-02-28T23:17:03Z Characterization of uncertainty (variance) in ecosystem projections under climate change is still rare despite its importance for informing decision-making and prioritizing research. We developed an ensemble modeling framework to evaluate the relative importance of different uncertainty sources for food web projections of the eastern Bering Sea (EBS). Specifically, dynamically downscaled projections from Earth System Models (ESM) under different greenhouse gas emission scenarios (GHG) were used to force a multispecies size spectrum model (MSSM) of the EBS food web. In addition to ESM and GHG uncertainty, we incorporated uncertainty from different plausible fisheries management scenarios reflecting shifts in the total allowable catch of flatfish and gadids and different assumptions regarding temperature-dependencies on biological rates in the MSSM. Relative to historical averages (1994–2014), end-of-century (2080–2100 average) ensemble projections of community spawner stock biomass, catches, and mean body size (±standard deviation) decreased by 36% (±21%), 61% (±27%), and 38% (±25%), respectively. Long-term trends were, on average, also negative for the majority of species, but the level of trend consistency between ensemble projections was low for most species. Projection uncertainty for model outputs from ∼2020 to 2040 was driven by inter-annual climate variability for 85% of species and the community as a whole. Thereafter, structural uncertainty (different ESMs, temperature-dependency assumptions) dominated projection uncertainty. Fishery management and GHG emissions scenarios contributed little ( Article in Journal/Newspaper Bering Sea University of Tasmania: UTas ePrints Bering Sea Frontiers in Marine Science 7
institution Open Polar
collection University of Tasmania: UTas ePrints
op_collection_id ftunivtasmania
language English
topic climate impacts
projections
modelling
size-structure
uncertainty partitioning
predictive ecology
Arrhenius factor
body size
size-based food web
cumulative effects
commonality analysis
spellingShingle climate impacts
projections
modelling
size-structure
uncertainty partitioning
predictive ecology
Arrhenius factor
body size
size-based food web
cumulative effects
commonality analysis
Reum, JCP
Blanchard, JL
Holsman, KK
Aydin, K
Hollowed, AB
Hermann, AJ
Cheng, W
Faig, A
Haynie, AC
Punt, AE
Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
topic_facet climate impacts
projections
modelling
size-structure
uncertainty partitioning
predictive ecology
Arrhenius factor
body size
size-based food web
cumulative effects
commonality analysis
description Characterization of uncertainty (variance) in ecosystem projections under climate change is still rare despite its importance for informing decision-making and prioritizing research. We developed an ensemble modeling framework to evaluate the relative importance of different uncertainty sources for food web projections of the eastern Bering Sea (EBS). Specifically, dynamically downscaled projections from Earth System Models (ESM) under different greenhouse gas emission scenarios (GHG) were used to force a multispecies size spectrum model (MSSM) of the EBS food web. In addition to ESM and GHG uncertainty, we incorporated uncertainty from different plausible fisheries management scenarios reflecting shifts in the total allowable catch of flatfish and gadids and different assumptions regarding temperature-dependencies on biological rates in the MSSM. Relative to historical averages (1994–2014), end-of-century (2080–2100 average) ensemble projections of community spawner stock biomass, catches, and mean body size (±standard deviation) decreased by 36% (±21%), 61% (±27%), and 38% (±25%), respectively. Long-term trends were, on average, also negative for the majority of species, but the level of trend consistency between ensemble projections was low for most species. Projection uncertainty for model outputs from ∼2020 to 2040 was driven by inter-annual climate variability for 85% of species and the community as a whole. Thereafter, structural uncertainty (different ESMs, temperature-dependency assumptions) dominated projection uncertainty. Fishery management and GHG emissions scenarios contributed little (
format Article in Journal/Newspaper
author Reum, JCP
Blanchard, JL
Holsman, KK
Aydin, K
Hollowed, AB
Hermann, AJ
Cheng, W
Faig, A
Haynie, AC
Punt, AE
author_facet Reum, JCP
Blanchard, JL
Holsman, KK
Aydin, K
Hollowed, AB
Hermann, AJ
Cheng, W
Faig, A
Haynie, AC
Punt, AE
author_sort Reum, JCP
title Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
title_short Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
title_full Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
title_fullStr Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
title_full_unstemmed Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model
title_sort ensemble projections of future climate change impacts on the eastern bering sea food web using a multispecies size spectrum model
publisher Frontiers Research Foundation
publishDate 2020
url https://eprints.utas.edu.au/44334/
https://eprints.utas.edu.au/44334/1/144007%20-%20Ensemble%20projections%20of%20future%20climate%20change%20impacts.pdf
geographic Bering Sea
geographic_facet Bering Sea
genre Bering Sea
genre_facet Bering Sea
op_relation https://eprints.utas.edu.au/44334/1/144007%20-%20Ensemble%20projections%20of%20future%20climate%20change%20impacts.pdf
Reum, JCP, Blanchard, JL orcid:0000-0003-0532-4824 , Holsman, KK, Aydin, K, Hollowed, AB, Hermann, AJ, Cheng, W, Faig, A, Haynie, AC and Punt, AE 2020 , 'Ensemble projections of future climate change impacts on the eastern Bering Sea food web using a multispecies size spectrum model' , Frontiers in Marine Science, vol. 7, no. MAR , pp. 1-17 , doi:10.3389/fmars.2020.00124 <http://dx.doi.org/10.3389/fmars.2020.00124>.
op_doi https://doi.org/10.3389/fmars.2020.00124
container_title Frontiers in Marine Science
container_volume 7
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