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Lorré D, Vandamme S, Braeckman U, Janssen CR, Asselman J. Quantitative approach for assessing risks and benefits to the supply of ecosystem services in response to human activities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 979:179504. [PMID: 40288166 DOI: 10.1016/j.scitotenv.2025.179504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 03/31/2025] [Accepted: 04/21/2025] [Indexed: 04/29/2025]
Abstract
Escalating human activities threaten ecosystems and the benefits they provide, known as ecosystem services (ES). Despite the recognized importance of ES for both ecological health and human well-being, integrated methods for evaluating ES within decision-making frameworks remain limited. Current environmental assessments, such as ecological risk assessment (ERA), typically focus on risks to specific endpoints such as survival, growth and reproduction of test species without capturing broader ecosystem risks and benefits. This study introduces a novel method designed to quantitatively assess risks and benefits to ES supply by integrating ES as assessment endpoints within ERA. Using cumulative distribution functions, we establish risk and benefit thresholds and calculate the probability and magnitude of exceeding these following human interventions. The method was tested by quantifying risk and benefit metrics for a regulating ES, waste remediation, in three marine offshore case studies: an existing offshore wind farm, a hypothetical mussel longline culture, and a multi-use scenario combining both. The results enabled detailed comparisons of the probability and magnitude of creating risks and providing benefits across scenarios, demonstrating the utility of cumulative distribution functions for both visualizing and quantifying risks and benefits to ES supply. This generic and broadly applicable method can evaluate ES trade-offs regardless of the ecosystem under study, providing a valuable tool to operationalize the integration of ES into decision-making and environmental management frameworks.
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Affiliation(s)
- Dries Lorré
- Blue Growth Research Lab, Ghent University, Wetenschapspark 1, Bluebridge, 8400, Ostend, Belgium.
| | - Sara Vandamme
- Blue Growth Research Lab, Ghent University, Wetenschapspark 1, Bluebridge, 8400, Ostend, Belgium.
| | - Ulrike Braeckman
- Marine Biology Research Group, Ghent University, Krijgslaan 281 - Campus Sterre S8, 9000 Ghent, Belgium; Marine Ecology and Management, Institute of Natural Sciences, Vautierstraat 29, 1000 Brussels, Belgium.
| | - Colin R Janssen
- Blue Growth Research Lab, Ghent University, Wetenschapspark 1, Bluebridge, 8400, Ostend, Belgium.
| | - Jana Asselman
- Blue Growth Research Lab, Ghent University, Wetenschapspark 1, Bluebridge, 8400, Ostend, Belgium.
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De Borger E, van Oevelen D, Mavraki N, De Backer A, Braeckman U, Soetaert K, Vanaverbeke J. Offshore wind farms modify coastal food web dynamics by enhancing suspension feeder pathways. COMMUNICATIONS EARTH & ENVIRONMENT 2025; 6:330. [PMID: 40313562 PMCID: PMC12040705 DOI: 10.1038/s43247-025-02253-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 03/27/2025] [Indexed: 05/03/2025]
Abstract
Given the global offshore wind farm (OWF) proliferation, we investigated the impact of OWFs on the marine food web. Using linear inverse modelling (LIM), we compared the OWF food web with two soft-sediment food webs nearby. Novel in situ data on species biomass and their isotopic composition were combined with literature data to construct food webs. Our findings highlight the prominent role of hard-substrate species on turbine foundations as organic material inputs for the food web. Hard substrate species account for approximately 26% of food source uptake from the water column and increase carbon deposition on the surrounding seafloor by ~10%. OWFs facilitate a novel food web with a higher productivity than expected based on standing biomass alone, as a result of numerous interactions between a diverse species community. Our study underscores profound effects of OWFs on marine ecosystems, suggesting the need for further research into their ecological impacts.
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Affiliation(s)
- Emil De Borger
- Ghent University, Department of Biology, Marine Biology Research Group, Ghent, Belgium
- Royal Netherlands Institute of Sea Research (NIOZ), Department of Estuarine and Delta Systems, Yerseke, The Netherlands
| | - Dick van Oevelen
- Royal Netherlands Institute of Sea Research (NIOZ), Department of Estuarine and Delta Systems, Yerseke, The Netherlands
| | - Ninon Mavraki
- Wageningen Marine Research, Den Helder, The Netherlands
| | - Annelies De Backer
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), ILVO Marine Research, Oostende, Belgium
| | - Ulrike Braeckman
- Ghent University, Department of Biology, Marine Biology Research Group, Ghent, Belgium
- Royal Belgian Institute of Natural Sciences, Operational Directorate Natural Environment, Marine Ecology and Management, Brussels, Belgium
| | - Karline Soetaert
- Royal Netherlands Institute of Sea Research (NIOZ), Department of Estuarine and Delta Systems, Yerseke, The Netherlands
| | - Jan Vanaverbeke
- Ghent University, Department of Biology, Marine Biology Research Group, Ghent, Belgium
- Royal Belgian Institute of Natural Sciences, Operational Directorate Natural Environment, Marine Ecology and Management, Brussels, Belgium
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Pantó G, Vanreusel A, Vercauteren M, Asselman J, Van Colen C. Seabed microplastics in the European continental shelf: Unravelling physical and biological transport pathways and reciprocal fauna-Polymer relationships. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 365:125392. [PMID: 39608744 DOI: 10.1016/j.envpol.2024.125392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 11/30/2024]
Abstract
Marine sediments are recognized as major sinks for microplastics, including remote areas which were previously considered "plastic-free". The understanding of microplastic dynamics in marine sediments is however limited due to the numerous pelagic and benthic pathways involved, and how these are influenced by physico-chemical interactions with the particles. European continental shelves border densely populated areas and face a high risk of microplastic contamination. In this study we quantified microplastics in soft-sediments of European coastal seas and characterized their polymer composition separating surface sediments from deeper layers. We then analyzed the influence of water column and sediment properties on spatial variability of seabed microplastics and investigated the relationship with macrofauna communities. A higher proportion of negatively buoyant polymers in surface sediments (0-1 cm) across stations was explained by seawater salinity and sediment microalgal detritus, highlighting the role of riverine input and possibly the formation of hetero-aggregates in defining polymer deposition. Additionally, we found that seawater temperature influenced polymer composition in deeper sediment layers (0-3 cm), likely together with biological activities performed by macrobenthos such as ingestion and burial. Finally, we demonstrate that seabed microplastics contribute to the spatial variability in macrobenthos, highlighting that marine ecosystem functioning effects of microplastic pollution are likely mediated via the benthos.
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Affiliation(s)
- G Pantó
- University of Ghent, Marine Biology Research Group (MarBiol), Krijgslaan 281 - s8, 9000, Gent, Belgium
| | - A Vanreusel
- University of Ghent, Marine Biology Research Group (MarBiol), Krijgslaan 281 - s8, 9000, Gent, Belgium
| | - M Vercauteren
- University of Ghent, Blue Growth Research Lab, Wetenschapspark 1, 8400, Ostend, Belgium
| | - J Asselman
- University of Ghent, Blue Growth Research Lab, Wetenschapspark 1, 8400, Ostend, Belgium
| | - C Van Colen
- University of Ghent, Marine Biology Research Group (MarBiol), Krijgslaan 281 - s8, 9000, Gent, Belgium.
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Pantó G, Aguilera Dal Grande P, Vanreusel A, Van Colen C. Fauna - Microplastics interactions: Empirical insights from benthos community exposure to marine plastic waste. MARINE ENVIRONMENTAL RESEARCH 2024; 200:106664. [PMID: 39098304 DOI: 10.1016/j.marenvres.2024.106664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 08/06/2024]
Abstract
Microplastic deposition in soft marine sediments raises concerns on their role in sediment habitats and unknown effects on resident macrobenthic communities. To assess the reciprocal influence that MPs and macrobenthos might have on each other, we performed a mesocosm experiment with ambient concentrations of environmental Polyethylene (PE) and a non-manipulated, natural macrobenthic community from the Belgian part of the North Sea (BPNS). Our results show that PE fragments increase mortality of abundant bivalves (specifically Abra alba) after 30 days of exposure but not for the most abundant polychaete Owenia fusiformis, possibly due to its predominant suspension feeding behavior. Fast burial of surface MPs exposes deep-dwelling burrowers to the pollutant, however reducing the amount of MPs interacting with (sub) surface living fauna. We conclude that macrobenthos promotes the sequestration of deposited MPs, counteracting resuspension, and can have cascading effects on biodiversity due to their effect on abundant and functionally important species.
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Affiliation(s)
- G Pantó
- Ghent University, Marine Biology Research Group, Belgium.
| | | | - A Vanreusel
- Ghent University, Marine Biology Research Group, Belgium
| | - C Van Colen
- Ghent University, Marine Biology Research Group, Belgium
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Van de Pol L, Van der Biest K, Taelman SE, De Luca Peña L, Everaert G, Hernandez S, Culhane F, Borja A, Heymans JJ, Van Hoey G, Vanaverbeke J, Meire P. Impacts of human activities on the supply of marine ecosystem services: A conceptual model for offshore wind farms to aid quantitative assessments. Heliyon 2023; 9:e13589. [PMID: 36851958 PMCID: PMC9958457 DOI: 10.1016/j.heliyon.2023.e13589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 02/03/2023] [Accepted: 02/03/2023] [Indexed: 02/17/2023] Open
Abstract
Increased pressures from human activities may cause cumulative ecological effects on marine ecosystems. Increasingly, the study of ecosystem services is applied in the marine environment to assess the full effects of human activities on the ecosystem and on the benefits it provides. However, in the marine environment, such integrated studies have yet to move from qualitative and score-based to fully quantitative assessments. To bridge this gap, this study proposed a 4-tiered method for summarizing available knowledge and modelling tools to aid in quantitative assessments of ecosystem services supply. First, the ecosystem functioning mechanisms underlying the supply of services are conceptually mapped. Second, the impacts of the human activity of interest are summarized and linked to the first conceptual model in a case-specific model of ecosystem services supply. Third, indicators are selected that would best represent changes in the most important parameters of the conceptual model in a quantitative manner. Fourth, the knowledge gained in the previous steps is used to select models that are most useful to quantify changes in ecosystem services supply under the human pressure of interest. This approach was applied to the case study of offshore wind energy in the Belgian part of the North Sea, which is one of the most rapidly expanding industries in the marine environment globally. This study provides a useful tool to proceed towards quantification of marine ecosystem services, highlighting the need for a fully integrated approach to developing environmental impact assessment tools.
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Affiliation(s)
- Lennert Van de Pol
- ECOSPHERE Research Group, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Katrien Van der Biest
- ECOSPHERE Research Group, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Sue Ellen Taelman
- Ghent University, Green Chemistry and Technology, STEN Research Group, Coupure Links 653, 9000 Ghent, Belgium
| | - Laura De Luca Peña
- Ghent University, Green Chemistry and Technology, STEN Research Group, Coupure Links 653, 9000 Ghent, Belgium
| | - Gert Everaert
- Flanders Marine Institute, Wandelaarkaai 7, B8400 Ostend, Belgium
| | - Simon Hernandez
- Ghent University, GhEnToxLab, Coupure Links 653, 9000 Ghent, Belgium
| | - Fiona Culhane
- School of Biological and Marine Science, University of Plymouth, Devon PL4 8AA Plymouth, United Kingdom
| | - Angel Borja
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), Herrera Kaia, Portualdea s/n, 20110 Pasaia, Spain
| | - Johanna J Heymans
- European Marine Board, Jacobsenstraat 1, 8400 Oostende, Belgium.,Scottish Association for Marine Science, Scottish Marine Institute, Oban, United Kingdom
| | - Gert Van Hoey
- Flanders Research Institute of Agriculture, Fishery and Food, Jacobsenstraat 1, 8400 Oostende, Belgium
| | - Jan Vanaverbeke
- Royal Belgian Institute for Natural Science, Operational Directorate Natural Environment, Vautierstraat 29, 1000, Brussels, Belgium
| | - Patrick Meire
- ECOSPHERE Research Group, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
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Zhang Y, Liu J, Kang L, Gu Y, Qu L, Liu B, Sun L, Xing M, Ma Z, Sun Y. Temporal variation of mineralization rates and its influence on carbon storage over the last 50 years in Bohai Bay, China. MARINE POLLUTION BULLETIN 2023; 188:114624. [PMID: 36736251 DOI: 10.1016/j.marpolbul.2023.114624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 12/23/2022] [Accepted: 01/13/2023] [Indexed: 06/18/2023]
Abstract
Recorded information on marine sediments is affected by mineralization. In this study, we collected sediment samples from Bohai Bay, where human interference is typically high. Overall, the CO2 fluxes in the columnar sediments decreased with increasing depth. The change in constants revealed a "C-curve" in which the mineralization rate first decreased significantly (i.e., from the 2020s to the 1980s) and subsequently increased slowly (i.e., from the 1980s to 1965). This may be explained by the fact that sediments from the 1980s-2020s were markedly influenced by the sedimentation rate, whereas sediments from the 1960s-1980s were predominantly influenced by microbial action. The loss of organic carbon due to mineralization accounted for approximately 15-20 % of the initial total organic carbon; therefore, when performing an inversion of the historical environment change using information derived from organic carbon in marine sediments, the influence of mineralization on this information should be fully considered.
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Affiliation(s)
- Yan Zhang
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Jingjing Liu
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China; Tianjin Lishen Battery Joint-stock Co., Ltd., Binhai New Area, Tianjin 300384, China
| | - Lei Kang
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China.
| | - Yingnan Gu
- Tianjin Huanke Testing Technology Co., Ltd., Nankai, Tianjin 300191, China
| | - Long Qu
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Bao Liu
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Lina Sun
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Meinan Xing
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Zhe Ma
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
| | - Ying Sun
- Tianjin Academy of Eco-Environmental Sciences, Nankai, Tianjin 300191, China
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Role of Macrofaunal Communities in the Vistula River Plume, the Baltic Sea-Bioturbation and Bioirrigation Potential. BIOLOGY 2023; 12:biology12020147. [PMID: 36829426 PMCID: PMC9952380 DOI: 10.3390/biology12020147] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 01/09/2023] [Accepted: 01/14/2023] [Indexed: 01/20/2023]
Abstract
Macrozoobenthos plays a key role in the transformation of inputs from rivers to the sea, such as nutrients, organic matter, or pollutants, and influences biogeochemical processes in the sediments through bioturbation and bioirrigation activity. The purpose of our study was to determine the structure of benthic communities, their bioturbation (BPC) and bioirrigation potential (IPC), and the vertical distribution of macrofauna in the Gulf of Gdańsk. The study revealed changes in the structure of benthic communities and, consequently, in the bioturbation and bioirrigation potential in the study area. Despite the presence of diverse and rich communities in the coastal zone, BPC and IPC values, although high, were formed by a few species. Both indices were formed mainly by the clam Macoma balthica and polychaetes, although the proportion of polychaetes in IPC was higher than in BPC. In the deepest zones, the communities became poorer until they eventually disappeared, along with all macrofaunal functions. Both indices changed similarly with distance from the Vistula River mouth, and there was a very strong correlation between them. We also demonstrated that the highest diversity of the macrofauna was observed in the upper first cm of the sediment, but the highest biomass was observed in deeper layers-at a depth of up to 6 cm, and single individuals occurred even below 10 cm.
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Linking Species Functional Traits to Specific Biogeochemical Processes under Trawling Pressure. BIOLOGY 2022; 11:biology11101378. [PMID: 36290284 PMCID: PMC9598213 DOI: 10.3390/biology11101378] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/19/2022] [Accepted: 09/20/2022] [Indexed: 12/05/2022]
Abstract
Simple Summary Bottom trawls when fishing move over large areas with different parts of the gears physically impacting the sea bottom, including the trawling wires, doors, ground rope and net. In this way, the trawl nets remove animals from bottom waters, the sediment surface and shallow sub-surface. The animals that live in the sea bottom with their activities and lifestyle play an important role in major ecosystem processes such as nutrient cycling. In this study, we investigated the relationship between species functional characteristics and ecosystem functions under trawling pressure. Our results indicated that under trawling, more opportunistic lifestyles and deposit feeders were associated with the ecosystem processes while in the undisturbed areas these processes were connected with bioturbating and burrowing species. Finding these links helps scientists and policy makers to better predict the impact of fishing disturbance on marine environment and set appropriate thresholds for marine ecosystem impacts. Abstract The impact of otter trawling on the relationship between functional traits of benthic invertebrates and specific biogeochemical processes were investigated in the oligotrophic Cretan Sea. The fishery is managed through a seasonal closure during the summer. During two seasons (winter and summer) replicate samples were taken from the field from a commercial trawl ground and an adjacent control area. Environmental parameters related to sediment biogeochemistry were measured including particulate organic carbon, sedimentary organic carbon, bottom water and sedimentary chlorophyll a and phaeopigment concentrations as well as benthic oxygen consumption. A significant impact of trawling was recorded only for bottom water chlorophyll and sedimentary organic carbon. Furthermore, the links between species traits and specific ecosystem processes were affected by trawling, highlighting the importance of unique functional modalities on ecosystem functioning. The traits that mostly influenced benthic biogeochemistry in the control sites were related to bioturbation and burrowing activities. In contrast, in the trawled sites, the associated traits were related to more opportunistic lifestyles and deposit feeding species that do not act as bioturbators. Thus, under trawling disturbance, this shift can decouple the species-sediment relations and affect nutrient cycling.
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Petersen GL, Lohrer AM, Bulmer RH, Pilditch CA. Altered nitrogen transformation pathways and a legacy of sediment organic matter enrichment. MARINE POLLUTION BULLETIN 2022; 182:114014. [PMID: 35939937 DOI: 10.1016/j.marpolbul.2022.114014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/18/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
Estuaries are ecologically valuable ecosystems that process nutrients through complex biogeochemical processes. Here we identify drivers and inhibitors of nitrogen removal in unvegetated intertidal sandflats at six sites in Manukau Harbour (37° 2.00'S 174° 42.00'E) to quantify the exchange of solutes across the sediment-water interface, with nitrogen removal rates (NRR) measured at two contrasting sites (PI and CB) near and far, respectively, from an historical wastewater treatment plant. Solute fluxes were paired with sediment and macrofauna community data to identify drivers of ecosystem function. Fluxes of oxygen, nitrogen and phosphorous were found to vary among sites, with differences attributed to variation in sediment characteristics (grain size, chlorophyll a, organic content) and macrofauna community structure. Mean NRR was found to vary between sites (PI = 32.2 vs CB = 217.9 μmol N2/m2/h), with bioturbating macrofauna (bivalves Austrovenus stutchburyi and Macomona liliana), microphytobenthic biomass, and exposure to nutrients likely key contributing drivers.
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Affiliation(s)
- Grady L Petersen
- National Institute of Water and Atmospheric Research (NIWA), PO Box 11-115, Hillcrest, Hamilton 3216, New Zealand.
| | - Andrew M Lohrer
- National Institute of Water and Atmospheric Research (NIWA), PO Box 11-115, Hillcrest, Hamilton 3216, New Zealand
| | - Richard H Bulmer
- National Institute of Water and Atmospheric Research (NIWA), PO Box 11-115, Hillcrest, Hamilton 3216, New Zealand; Tidal Research, Auckland, New Zealand
| | - Conrad A Pilditch
- School of Science, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
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Gogina M, Renz JR, Forster S, Zettler ML. Benthic Macrofauna Community Bioirrigation Potential (BIPc): Regional Map and Utility Validation for the South-Western Baltic Sea. BIOLOGY 2022; 11:biology11071085. [PMID: 36101463 PMCID: PMC9312502 DOI: 10.3390/biology11071085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/18/2022] [Accepted: 07/18/2022] [Indexed: 11/20/2022]
Abstract
Simple Summary The sediments on the seafloor are inhabited by multiple macroscopic organisms such as shells and worms, which, among other things, influence the biogeochemical cycling by flushing the near-bottom water through their gangways. This is called bioirrigation, one of key processes in the functioning of marine sediments. The density of animals, in addition to the features (or traits) of each species, define their specific contributions to this process. Measuring the intensity of this rather dynamic process in nature is difficult and costly; therefore, the available direct observations are too scarce for large-scale assessments. However, such assessments are essential for broadening our understanding of ecosystem functioning, and of the role that biodiversity plays in it. To address this shortage of observational data, a traits-based index “BIPc” that expresses the bioirrigation potential, based on available data on sediment-dwelling animals, comes into play. In this paper, we focus on the performance of the BIPc index in the south-western Baltic Sea, and on how it changes in space and time. The results support the usefulness of this index, but also highlight its existing limitations. Modelled distribution map layers of the bioirrigation potential and scores for 120 key species required for index calculation are made available for reuse. Abstract Benthic community bioirrigation potential (BIPc), an index developed to quantify the anticipated capacity of macrofauna to influence the solute exchange at the sediment–water interface, was calculated for the south-western Baltic Sea. This index can be regarded as an effect trait that is useful for predicting ecosystem processes impacted by animal burrow ventilation. The special feature, and presumably an advantage, of BIPc, compared to alternative recently developed benthic macrofauna-based bioirrigation indices, lies in its ability to distinguish the taxa-specific score values between diffusion- and advection-dominated sediment systems. The usefulness of the BIPc index was compared against the estimates of the well-established community bioturbation potential index (BPc). The BIPc index displayed a moderately but significantly stronger correlation with estimates of irrigation rates derived from tracer experiments. Using a random forest machine learning approach and a number of available relevant environmental predictor layers, we have modelled and mapped the spatial differences in this ecosystem functioning expression. The key species contributing to bioirrigation potential in the study area were identified. The interannual variation in BIPc was assessed on a small exemplary dataset. The scores required to calculate the index, that were assigned to 120 taxa dominating abundance and biomass in the region, are provided for reuse. The utility, temporal variability and uncertainty of the distribution estimate are discussed.
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Affiliation(s)
- Mayya Gogina
- Leibniz Institute for Baltic Sea Research, Seestraße 15, 18119 Rostock, Germany;
- Correspondence: ; Tel.: +49-381-519-7393
| | - Judith Rahel Renz
- Marine Biology, Institute of Biological Sciences, University of Rostock, Albert-Einstein-Straße 3, 18059 Rostock, Germany; (J.R.R.); (S.F.)
| | - Stefan Forster
- Marine Biology, Institute of Biological Sciences, University of Rostock, Albert-Einstein-Straße 3, 18059 Rostock, Germany; (J.R.R.); (S.F.)
| | - Michael L. Zettler
- Leibniz Institute for Baltic Sea Research, Seestraße 15, 18119 Rostock, Germany;
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