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Eddy, T. D., Heneghan, R. F., Bryndum-Buchholz, A., Fulton, E. A., Harrison, C. S., Tittensor, D. P., . . . Blanchard, J. L. (2025). Global and Regional Marine Ecosystem Models Reveal Key Uncertainties in Climate Change Projections. Earth's Future, 13(3), Article ID e2024EF005537.
Open this publication in new window or tab >>Global and Regional Marine Ecosystem Models Reveal Key Uncertainties in Climate Change Projections
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2025 (English)In: Earth's Future, E-ISSN 2328-4277, Vol. 13, no 3, article id e2024EF005537Article in journal (Refereed) Published
Abstract [en]

Climate change is affecting ocean temperature, acidity, currents, and primary production, causing shifts in species distributions, marine ecosystems, and ultimately fisheries. Earth system models simulate climate change impacts on physical and biogeochemical properties of future oceans under varying emissions scenarios. Coupling these simulations with an ensemble of global marine ecosystem models has indicated broad decreases of fish biomass with warming. However, regional details of these impacts remain much more uncertain. Here, we employ CMIP5 and CMIP6 climate change impact projections using two Earth system models coupled with four regional and nine global marine ecosystem models in 10 ocean regions to evaluate model agreement at regional scales. We find that models developed at different scales can lead to stark differences in biomass projections. On average, global models projected greater biomass declines by the end of the 21st century than regional models. For both global and regional models, greater biomass declines were projected using CMIP6 than CMIP5 simulations. Global models projected biomass declines in 86% of CMIP5 simulations for ocean regions compared to 50% for regional models in the same ocean regions. In CMIP6 simulations, all global model simulations projected biomass declines in ocean regions by 2100, while regional models projected biomass declines in 67% of the ocean region simulations. Our analysis suggests that improved understanding of the causes of differences between global and regional marine ecosystem model climate change projections is needed, alongside observational evaluation of modeled responses.

Keywords
fisheries, fisheries and marine ecosystem model intercomparison project (FishMIP), inter-sectoral impact model intercomparison project (ISIMIP), model ensemble, model intercomparison project (MIP)
National Category
Climate Science
Identifiers
urn:nbn:se:su:diva-242008 (URN)10.1029/2024EF005537 (DOI)001436421600001 ()2-s2.0-86000097230 (Scopus ID)
Available from: 2025-04-14 Created: 2025-04-14 Last updated: 2025-04-14Bibliographically approved
Pedreschi, D., Niiranen, S., Skern-Mauritzen, M. & Reid, D. G. (2023). Operationalising ODEMM risk assessment for Integrated Ecosystem Assessment scoping: Complexity vs. manageability. Frontiers in Marine Science, 9, Article ID 1037878.
Open this publication in new window or tab >>Operationalising ODEMM risk assessment for Integrated Ecosystem Assessment scoping: Complexity vs. manageability
2023 (English)In: Frontiers in Marine Science, E-ISSN 2296-7745, Vol. 9, article id 1037878Article in journal (Refereed) Published
Abstract [en]

Integrated Ecosystem Assessments (IEA) require consideration of the full suite of pressures and impacts affecting ecosystems. However, capacity limitations often severely limit our ability to do everything that we want or 'should' do, outside of short-term fully-funded focused research projects. In order to make IEA a reality in many contexts, priority consideration has to be given to how to achieve such comprehensive assessments. Ecoregions and Large Marine Ecosystems (LMEs) have been identified as potential management units, however these large areas encompass diverse habitats, and multiple nations with diverse human communities and use of marine environments, and a multitude of different management strategies. In this context, how can we make IEA an operational tool that can be applied at such high-level in a comparable, yet regionally-relevant adaptable approach? This paper outlines the demonstration and adaptation of an established risk assessment approach (Options for Delivering Ecosystem-Based Marine Management: ODEMM) to a rapid risk scoping tool, and how this approach has been applied using open source common analytical tools to improve operationality in both the Mission Atlantic project and the International Council for the Exploration of the Seas (ICES) Integrated Ecosystem Assessment Working Groups. Furthermore, a hierarchical approach is detailed that allows the integration of different levels of detail into a common format. The resulting assessments are then ground-truthed with stakeholders to identify issues, omissions, potential conflicts, and key areas of interest for the next steps of the IEA process.

Keywords
integrated ecosystem assessment, ecosystem based management, ecosystem, large marine ecosystems, scoping, stakeholders, risk assessment
National Category
Earth and Related Environmental Sciences Biological Sciences
Identifiers
urn:nbn:se:su:diva-215541 (URN)10.3389/fmars.2022.1037878 (DOI)000937719000001 ()2-s2.0-85148501953 (Scopus ID)
Available from: 2023-03-16 Created: 2023-03-16 Last updated: 2025-01-31Bibliographically approved
Kininmonth, S., Blenckner, T., Niiranen, S., Watson, J., Orio, A., Casini, M., . . . Hansson, M. (2022). Is Diversity the Missing Link in Coastal Fisheries Management?. Diversity, 14(2), Article ID 90.
Open this publication in new window or tab >>Is Diversity the Missing Link in Coastal Fisheries Management?
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2022 (English)In: Diversity, E-ISSN 1424-2818, Vol. 14, no 2, article id 90Article in journal (Refereed) Published
Abstract [en]

Fisheries management has historically focused on the population elasticity of target fish based primarily on demographic modeling, with the key assumptions of stability in environmental conditions and static trophic relationships. The predictive capacity of this fisheries framework is poor, especially in closed systems where the benthic diversity and boundary effects are important and the stock levels are low. Here, we present a probabilistic model that couples key fish populations with a complex suite of trophic, environmental, and geomorphological factors. Using 41 years of observations we model the changes in eastern Baltic cod (Gadus morhua), herring (Clupea harengus), and Baltic sprat (Sprattus sprattus balticus) for the Baltic Sea within a Bayesian network. The model predictions are spatially explicit and show the changes of the central Baltic Sea from cod- to sprat-dominated ecology over the 41 years. This also highlights how the years 2004 to 2014 deviate in terms of the typical cod–environment relationship, with environmental factors such as salinity being less influential on cod population abundance than in previous periods. The role of macrozoobenthos abundance, biotopic rugosity, and flatfish biomass showed an increased influence in predicting cod biomass in the last decade of the study. Fisheries management that is able to accommodate shifting ecological and environmental conditions relevant to biotopic information will be more effective and realistic. Non-stationary modelling for all of the homogeneous biotope regions, while acknowledging that each has a specific ecology relevant to understanding the fish population dynamics, is essential for fisheries science and sustainable management of fish stocks.

Keywords
benthic coupling, fisheries modelling, Bayesian networks, spatially explicit, Baltic Sea, non-stationary, regime shift, resilience, sustainability
National Category
Agriculture, Forestry and Fisheries
Identifiers
urn:nbn:se:su:diva-204934 (URN)10.3390/d14020090 (DOI)000814408400001 ()2-s2.0-85124089732 (Scopus ID)
Available from: 2022-05-24 Created: 2022-05-24 Last updated: 2025-02-07Bibliographically approved
Ammar, Y., Voss, R., Niiranen, S. & Blenckner, T. (2022). Quantifying socio-economic novelty in fisheries social-ecological systems. Fish and Fisheries, 23(2), 445-461
Open this publication in new window or tab >>Quantifying socio-economic novelty in fisheries social-ecological systems
2022 (English)In: Fish and Fisheries, ISSN 1467-2960, E-ISSN 1467-2979, Vol. 23, no 2, p. 445-461Article in journal (Refereed) Published
Abstract [en]

Socio-economic development has shaped fisheries social-ecological systems (SES) worldwide across different scales. No work has yet undertaken how this development led to novel, not experienced before, systems structure in marine SES. Here, we quantify socio-economic novelty as the degree of dissimilarity relative to a specific spatiotemporal baseline in the Baltic Sea fisheries SES between 1975 and 2015. We used catch by "gears," catch by "commercial groups" and trade ("import" and "export") as respective indicators of novelty at national, regional and international governance levels. We found that socio-economic novelty increased over time nonlinearly in relation to the 1975–1979 baseline. The contribution to total novelty shifted from the dominance of “gears” and “commercial groups” in the late 1990s and early 2000s to “import” and “export” after the mid-2000s, i.e. from national and regional levels to the international level. The fastest increase in novelty occurred with the trade dominance shift, primarily related to monetary value rather than quantity. Spatially, novelty emerged with a large difference across countries, and a major contribution by Sweden, Denmark and Poland. We identified the influence of different management interventions and governance actions on the emergence of novelty in the Baltic SES. The decreasing socio-economic novelty at national and regional levels could indicate reduced variability due to management intervention in recent years which might decrease SES resilience to shocks. Calculating socio-economic novelty and studying its drivers at different scales could provide a better understanding of SES complexity and inform urgently needed adaptation and transformation towards sustainable future pathways. 

Keywords
Baltic Sea fisheries, complex adaptive systems, fishery products trade, governance levels, marine social-ecological systems, socio-economic novelty
National Category
Environmental Sciences Agriculture, Forestry and Fisheries
Identifiers
urn:nbn:se:su:diva-197993 (URN)10.1111/faf.12626 (DOI)000714862500001 ()
Available from: 2021-10-24 Created: 2021-10-24 Last updated: 2025-01-31Bibliographically approved
Blenckner, T., Möllmann, C., Stewart Lowndes, J., Griffiths, J. R., Campbell, E., De Cervo, A., . . . Halpern, B. S. (2021). The Baltic Health Index (BHI): Assessing the social-ecological status of the Baltic Sea. People and Nature, 3(2), 359-375
Open this publication in new window or tab >>The Baltic Health Index (BHI): Assessing the social-ecological status of the Baltic Sea
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2021 (English)In: People and Nature, E-ISSN 2575-8314, Vol. 3, no 2, p. 359-375Article in journal (Refereed) Published
Abstract [en]

1. Improving the health of coastal and open sea marine ecosystems represents a substantial challenge for sustainable marine resource management, since it requires balancing human benefits and impacts on the ocean. This challenge is often exacerbated by incomplete knowledge and lack of tools that measure ocean and coastal ecosystem health in a way that allows consistent monitoring of progress towards predefined management targets. The lack of such tools often limits capabilities to enact and enforce effective governance.

2. We introduce the Baltic Health Index (BHI) as a transparent, collaborative and repeatable assessment tool. The Index complements existing, more ecological-oriented, approaches by including a human dimension on the status of the Baltic Sea, an ecosystem impacted by multiple anthropogenic pressures and governed by a multitude of comprehensive national and international policies. Using a large amount of social-ecological data available, we assessed the health of the Baltic Sea for nine goals that represent the status towards set targets, for example, clean waters, biodiversity, food provision, natural products extraction and tourism.

3. Our results indicate that the overall health of the Baltic Sea is suboptimal (a score of 76 out of 100), and a substantial effort is required to reach the management objectives and associated targets. Subregionally, the lowest BHI scores were measured for carbon storage, contaminants and lasting special places (i.e. marine protected areas), albeit with large spatial variation.

4. Overall, the likely future status of all goals in the BHI averaged for the entire Baltic Sea is better than the present status, indicating a positive trend towards a healthier Baltic Sea. However, in some Baltic Sea basins, the trend for specific goals was decreasing, highlighting locations and issues that should be the focus of management priorities.

5. The BHI outcomes can be used to identify both pan-Baltic and subregional scale management priorities and to illustrate the interconnectedness between goals linked by cumulative pressures. Hence, the information provided by the BHI tool and its further development will contribute towards the fulfilment of the UN Agenda 2030 and its Sustainability Development Goals.

Keywords
ecosystem-based management, health, management targets, social-ecological system, sustainability
National Category
Biological Sciences
Identifiers
urn:nbn:se:su:diva-195420 (URN)10.1002/pan3.10178 (DOI)000647697100008 ()
Available from: 2021-08-23 Created: 2021-08-23 Last updated: 2022-02-25Bibliographically approved
Ammar, Y., Niiranen, S., Otto, S. A., Möllmann, C., Finsinger, W. & Blenckner, T. (2021). The rise of novelty in marine ecosystems: The Baltic Sea case. Global Change Biology, 27(7), 1485-1499
Open this publication in new window or tab >>The rise of novelty in marine ecosystems: The Baltic Sea case
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2021 (English)In: Global Change Biology, ISSN 1354-1013, E-ISSN 1365-2486, Vol. 27, no 7, p. 1485-1499Article in journal (Refereed) Published
Abstract [en]

Global environmental changes have accelerated at an unprecedented rate in recent decades due to human activities. As a consequence, the incidence of novel abiotic conditions and biotic communities, which have been continuously emerging in the Earth system, has rapidly risen. Despite growing attention to the incidence and challenges posed by novelty in terrestrial ecosystems, novelty has not yet been quantified in marine ecosystems. Here, we measured for the rate of novelty (RoN) in abiotic conditions and community structure for three trophic levels, i.e., phytoplankton, zooplankton, and fish, in a large marine system - the Baltic Sea. We measured RoN as the degree of dissimilarity relative to a specific spatial and temporal baseline, and contrasted this with the rate of change as a measure of within-basin change over time. We found that over the past 35 years abiotic and biotic RoN showed complex dynamics varying in time and space, depending on the baseline conditions. RoN in abiotic conditions was smaller in the open Central Baltic Sea than in the Kattegat and the more enclosed Gulf of Bothnia, Gulf of Riga, and Gulf of Finland in the north. We found a similar spatial pattern for biotic assemblages, which resulted from changes in composition and stock size. We identified sea-surface temperature and salinity as key drivers of RoN in biotic communities. Hence, future environmental changes that are expected to affect the biogeochemistry of the Baltic Sea, may favor the rise of biotic novelty. Our results highlighted the need for a deeper understanding of novelty development in marine ecosystems, including interactions between species and trophic levels, ecosystem functioning under novel abiotic conditions, and considering novelty in future management interventions.

Keywords
General Environmental Science, Ecology, Environmental Chemistry, Global and Planetary Change
National Category
Ecology
Identifiers
urn:nbn:se:su:diva-197606 (URN)10.1111/gcb.15503 (DOI)000611960300001 ()
Available from: 2021-10-10 Created: 2021-10-10 Last updated: 2022-02-25Bibliographically approved
Blenckner, T., Ammar, Y., Müller-Karulis, B., Niiranen, S., Arneborg, L. & Li, Q. (2021). The Risk for Novel and Disappearing Environmental Conditions in the Baltic Sea. Frontiers in Marine Science, 8, Article ID 745722.
Open this publication in new window or tab >>The Risk for Novel and Disappearing Environmental Conditions in the Baltic Sea
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2021 (English)In: Frontiers in Marine Science, E-ISSN 2296-7745, Vol. 8, article id 745722Article in journal (Refereed) Published
Abstract [en]

Future climate biogeochemical projections indicate large changes in the ocean with environmental conditions not experienced at present referred to as novel, or may even disappear. These climate-induced changes will most likely affect species distribution via changes in growth, behavior, evolution, dispersal, and species interactions. However, the future risk of novel and disappearing environmental conditions in the ocean is poorly understood, in particular for compound effects of climate and nutrient management changes. We map the compound risk of the occurrence of future novel and disappearing environmental conditions, analyze the outcome of climate and nutrient management scenarios for the world’s largest estuary, the Baltic Sea, and the potential consequences for three charismatic species. Overall, the future projections show, as expected, an increase in environmental novelty over time. The future nutrient reduction management that improves the eutrophication status of the Baltic Sea contributes to large novel and disappearing conditions. We show the consequences of novel and disappearing environmental conditions for fundamental niches of three charismatic species under different scenarios. This first step toward comprehensively analyzing environmental novelty and disappearing conditions for a marine system illustrates the urgent need to include novelty and disappearing projection outputs in Earth System Models. Our results further illustrate that adaptive management is needed to account for the emergence of novelty related to the interplay of multiple drivers. Overall, our analysis provides strong support for the expectation of novel ecological communities in marine systems, which may affect ecosystem services, and needs to be accounted for in sustainable future management plans of our oceans.

Keywords
Ocean Engineering, Water Science and Technology, Aquatic Science, Global and Planetary Change, Oceanography
National Category
Ecology Environmental Management
Identifiers
urn:nbn:se:su:diva-197607 (URN)10.3389/fmars.2021.745722 (DOI)000709086300001 ()
Available from: 2021-10-10 Created: 2021-10-10 Last updated: 2025-02-10Bibliographically approved
Neuenfeldt, S., Bartolino, V., Orio, A., Andersen, K. H., Andersen, N. G., Niiranen, S., . . . Casini, M. (2020). Feeding and growth of Atlantic cod (Gadus morhua L.) in the eastern Baltic Sea under environmental change. ICES Journal of Marine Science, 77(2), 624-632
Open this publication in new window or tab >>Feeding and growth of Atlantic cod (Gadus morhua L.) in the eastern Baltic Sea under environmental change
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2020 (English)In: ICES Journal of Marine Science, ISSN 1054-3139, E-ISSN 1095-9289, Vol. 77, no 2, p. 624-632Article in journal (Refereed) Published
Abstract [en]

Five decades of stomach content data allowed insight into the development of consumption, diet composition, and resulting somatic growth of Gadus morhua (Atlantic cod) in the eastern Baltic Sea. We show a recent reversal in feeding level over body length. Present feeding levels of small cod indicate severe growth limitation and increased starvation-related mortality. For young cod, the low growth rate and the high mortality rate are manifested through a reduction in size-at-age. The low feeding levels are likely the result of a decrease in benthic prey abundance due to increased hypoxic areas, while decreasing abundances of pelagic species in the area of cod distribution have prevented a compensatory shift in diet. Our study emphasizes that environmental forcing and the decline in pelagic prey caused changes in consumption and growth rates of small cod. The food reduction is amplified by stunted growth leading to high densities of cod of smaller size competing for the scarce resources. The average growth rate is negative, and only individuals with feeding levels well above average will survive, though growing slowly. These results suggest that the relation between consumption rate, somatic growth and predatorprey population densities is strongly environmentally mediated.

Keywords
Baltic Sea, bioenergetics modelling, environmental change, Gadus morhua, growth, predation, stomach data
National Category
Biological Sciences
Identifiers
urn:nbn:se:su:diva-182908 (URN)10.1093/icesjms/fsz224 (DOI)000536430100015 ()
Available from: 2020-06-27 Created: 2020-06-27 Last updated: 2022-02-26Bibliographically approved
Otto, S. A., Niiranen, S., Blenckner, T., Tomczak, M. T., Müller-Karulis, B., Rubene, G. & Möllmann, C. (2020). Life Cycle Dynamics of a Key Marine Species Under Multiple Stressors. Frontiers in Marine Science, 7, Article ID 296.
Open this publication in new window or tab >>Life Cycle Dynamics of a Key Marine Species Under Multiple Stressors
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2020 (English)In: Frontiers in Marine Science, E-ISSN 2296-7745, Vol. 7, article id 296Article in journal (Refereed) Published
Abstract [en]

Identifying key indicator species, their life cycle dynamics and the multiple driving forces they are affected by is an important step in ecosystem-based management. Similarly important is understanding how environmental changes and trophic interactions shape future trajectories of key species with potential implications for ecosystem state and service provision. We here present a statistical modeling framework to assess and quantify cumulative effects on the long-term dynamics of the copepod Pseudocalanus acuspes, a key species in the Baltic Sea. Our model integrates linear and non-linear responses to changes in life stage density, climate and predation pressure as well as stochastic processes. We use the integrated life cycle model to simulate copepod dynamics under a combination of stressor scenarios and to identify conditions under which population responses are potentially mitigated or magnified. Our novel modeling approach reliably captures the historical P. acuspes population dynamics and allows us to identify females in spring and younger copepodites in summer as stages most sensitive to direct and indirect effects of the main environmental stressors, salinity and temperature. Our model simulations furthermore demonstrate that population responses to stressors are dampened through density effects. Multiple stressor interactions were mostly additive except when acting on the same life stage. Here, negative synergistic and positive dampening effects lead to a lower total population size than expected under additive interactions. As a consequence, we found that a favorable increase of oxygen and phosphate conditions together with a reduction in predation pressure by 50% each could counteract the negative effect of a 25% decrease in salinity by only 6%. Ultimately, our simulations suggest that P. acuspes will most certainly decline under a potential freshening of the Baltic Sea and increasing temperatures, which is conditional on the extent of the assumed climate change. Also the planned nutrient reduction strategy and fishery management plan will not necessarily benefit the temporal development of P. acuspes. Moving forward, there is a growing opportunity for using population modeling in cumulative effects assessments. Our modeling framework can help here as simple tool for species with a discrete life cycle to explore stressor interactions and the safe operating space under future climate change.

Keywords
Pseudocalanus acuspes, Baltic Sea, stochastic life cycle model, polynomial regression, cumulative and cascading effects, model simulations, density dependence, vulnerable life stage
National Category
Earth and Related Environmental Sciences Biological Sciences
Identifiers
urn:nbn:se:su:diva-182982 (URN)10.3389/fmars.2020.00296 (DOI)000533252500001 ()
Available from: 2020-07-06 Created: 2020-07-06 Last updated: 2025-01-31Bibliographically approved
Snoeijs-Leijonmalm, P., Flores, H., Volckaert, F., Niehoff, B., Schaafsma, F. L., Hjelm, J., . . . Österblom, H. (2020). Review of the research knowledge and gaps on fish populations, fisheries and linked ecosystems in the Central Arctic Ocean (CAO). Brussels: European Commission
Open this publication in new window or tab >>Review of the research knowledge and gaps on fish populations, fisheries and linked ecosystems in the Central Arctic Ocean (CAO)
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2020 (English)Report (Other academic)
Abstract [en]

This report presents a review of the research knowledge and gaps on fish populations, fisheries and linked ecosystems in the Central Arctic Ocean (CAO). The CAO comprises the deep basins of the Arctic Ocean beyond the shelf break, which largely overlap with the High Seas of the Arctic Ocean, i.e. the marine areas outside the Exclusive Economic Zones (EEZs) of the Arctic coastal nations. The authors of the report are members of the European Fisheries Inventory in the Central Arctic Ocean (EFICA) Consortium. This study was funded by the European Commission as an EU contribution to the international cooperation within the Agreement to Prevent Unregulated High Seas Fisheries in the Central Arctic Ocean.

Place, publisher, year, edition, pages
Brussels: European Commission, 2020. p. 80
National Category
Agriculture, Forestry and Fisheries Earth and Related Environmental Sciences Biological Sciences
Identifiers
urn:nbn:se:su:diva-214070 (URN)10.2826/387890 (DOI)978-92-9202-810-7 (ISBN)
Available from: 2023-01-23 Created: 2023-01-23 Last updated: 2025-01-31Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-8405-8717

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