A roadmap towards quantitative cumulative impact assessments: Every step of the way.

Currently most Cumulative Impacts Assessments (CIAs) are risk-based approaches that assess the potential impact of human activities and their pressures on the ecosystem thereby compromising the achievement of policy objectives. While some of these CIAs apply actual data (usually spatial distributions) they often have to rely on categorical scores based on expert judgement if they actually assess impact which is often expressed as a relative measure that is difficult to interpret in absolute terms. Here we present a first step-wise approach to conduct a fully quantitative CIA based on the selection and subsequent application of the best information available. This approach systematically disentangles risk into its exposure and effect components that can be quantified using known ecological information, e.g. spatial distribution of pressures or species, pressure-state relationships and population dynamics models with appropriate parametrisation, resulting in well-defined assessment endpoints that are meaningful and can be easily communicated to the recipients of advice. This approach requires that underlying assumptions and methodological considerations are made explicit and translated into a measure of confidence. This transparency helps to identify the possible data-handling or methodological decisions and shows the resulting improvement through its confidence assessment of the applied information and hence the resulting accuracy of the CIA. To illustrate this approach, we applied it in a North Sea CIA focussing on two sectors, i.e. fisheries and offshore windfarms, and how they impact the ecosystem and its components, i.e. seabirds, seabed habitats and marine mammals through various pressures. The results provide a "proof of concept" for this generic approach as well as rigorous definitions of several of the concepts often used as part of risk-based approaches, e.g. exposure, sensitivity, vulnerability, and how these can be estimated using actual data. As such this widens the scope for increasingly more quantitative CIAs using the best information available.

[1]  C. Karman,et al.  The variation in slope of concentration-effect relationships. , 2001, Ecotoxicology and environmental safety.

[2]  M. Scheidat,et al.  Electronic monitoring of incidental bycatch of harbour porpoise (Phocoena phocoena) in the Dutch bottom set gillnet fishery (September 2013 to March 2017) , 2018 .

[3]  Christian Ritz,et al.  Toward a unified approach to dose–response modeling in ecotoxicology , 2010, Environmental toxicology and chemistry.

[4]  G. Piet,et al.  An integrated risk-based assessment of the North Sea to guide ecosystem-based management. , 2019, The Science of the total environment.

[5]  L. Robinson,et al.  Identifying common pressure pathways from a complex network of human activities to support ecosystem-based management. , 2013, Ecological applications : a publication of the Ecological Society of America.

[6]  Len Thomas,et al.  Dose-response relationships for the onset of avoidance of sonar by free-ranging killer whales. , 2014, The Journal of the Acoustical Society of America.

[7]  A. Gill,et al.  Assessing the cumulative environmental effects of marine renewable energy developments: Establishing common ground. , 2017, The Science of the total environment.

[8]  Claire L. Szostek,et al.  Global analysis of depletion and recovery of seabed biota after bottom trawling disturbance , 2017, Proceedings of the National Academy of Sciences.

[9]  H. Fock Integrating Multiple Pressures at Different Spatial and Temporal Scales: A Concept for Relative Ecological Risk Assessment in the European Marine Environment , 2011 .

[10]  Gerjan J. Piet,et al.  The importance of scale for fishing impact estimations , 2009 .

[11]  Howard I. Browman,et al.  Risk assessment and risk management: a primer for marine scientists , 2015 .

[12]  Carrie V. Kappel,et al.  A Global Map of Human Impact on Marine Ecosystems , 2008, Science.

[13]  Marnie L Campbell,et al.  Assessing the relative effects of fishing on the New Zealand marine environment through risk analysis , 2007 .

[14]  Individuals versus organisms versus populations in the definition of ecological assessment endpoints. , 2005, Integrated environmental assessment and management.

[15]  Michael Elliott,et al.  A novel approach for cumulative impacts assessment for marine spatial planning , 2020 .

[16]  Ulf Stein,et al.  Combined effects of human pressures on Europe’s marine ecosystems , 2021, Ambio.

[17]  K. Astles,et al.  An ecological method for qualitative risk assessment and its use in the management of fisheries in New South Wales, Australia , 2006 .

[18]  David C. Smith,et al.  Scientific tools to support the practical implementation of ecosystem-based fisheries management , 2007 .

[19]  L. Robinson,et al.  A spatially resolved pressure-based approach to evaluate combined effects of human activities and management in marine ecosystems , 2015 .

[20]  Jacqueline E Tamis,et al.  Toward a harmonized approach for environmental assessment of human activities in the marine environment , 2016, Integrated environmental assessment and management.

[21]  Jeroen Steenbeek,et al.  A risk-based approach to cumulative effect assessments for marine management. , 2018, The Science of the total environment.

[22]  Á. Borja,et al.  Activity-footprints, pressures-footprints and effects-footprints - Walking the pathway to determining and managing human impacts in the sea. , 2020, Marine pollution bulletin.

[23]  Simon Jennings,et al.  Indicators to support an ecosystem approach to fisheries , 2005 .

[24]  M. Zettler,et al.  On the Myths of Indicator Species: Issues and Further Consideration in the Use of Static Concepts for Ecological Applications , 2013, PloS one.

[25]  V. Stelzenmüller,et al.  Quantitative environmental risk assessments in the context of marine spatial management: current approaches and some perspectives , 2015 .

[26]  Thomas Backhaus,et al.  An effective set of principles for practical implementation of marine cumulative effects assessment , 2015 .

[27]  B T Grenfell,et al.  Noisy Clockwork: Time Series Analysis of Population Fluctuations in Animals , 2001, Science.

[28]  W. J. Fletcher The application of qualitative risk assessment methodology to prioritize issues for fisheries management , 2005 .

[29]  M. Vighi,et al.  Ecological vulnerability in risk assessment--a review and perspectives. , 2010, The Science of the total environment.

[30]  H. Possingham,et al.  Interactions between global and local stressors of ecosystems determine management effectiveness in cumulative impact mapping , 2014 .

[31]  Kate R. Johnson,et al.  Maritime ecosystem-based management in practice : Lessons learned from the application of a generic spatial planning framework in Europe , 2017 .

[32]  Pepijn de Vries,et al.  Evaluation of ecosystem-based marine management strategies based on risk assessment , 2015 .

[33]  O. R. Eigaard,et al.  Different bottom trawl fisheries have a differential impact on the status of the North Sea seafloor habitats , 2020, ICES Journal of Marine Science.

[34]  Roy W. Martin,et al.  Empirically-based modeling and mapping to consider the co-occurrence of ecological receptors and stressors☆ , 2017, The Science of the total environment.

[35]  M. Tasker EU Technical Group on Underwater Noise (EU TG-NOISE) Thematic workshop: Towards thresholds for underwater noise Common approaches for interpretation of data obtained in (Joint) Monitoring Programmes , 2018 .

[36]  Estimates of marine mammal bycatch in the Northeast (New England) multispecies sink gillnet fishery in 1996 , 2003 .

[37]  S. Fraschetti,et al.  The Challenge of Planning Conservation Strategies in Threatened Seascapes: Understanding the Role of Fine Scale Assessments of Community Response to Cumulative Human Pressures , 2016, PloS one.

[38]  Laura Kaikkonen,et al.  Bayesian Networks in Environmental Risk Assessment: A Review , 2020, Integrated environmental assessment and management.

[39]  A. Lillebø,et al.  Exploring variability in environmental impact risk from human activities across aquatic ecosystems. , 2019, The Science of the total environment.

[40]  G. Piet,et al.  Ecological risk assessments to guide decision-making: Methodology matters , 2017 .

[41]  G. Piet,et al.  Multiple pressures and their combined effects in Europe's seas , 2020 .

[42]  Alan Williams,et al.  Seabed habitat on the south-eastern Australian continental shelf: context, vulnerability and monitoring , 2001 .

[43]  C. Townsend,et al.  Reconceptualizing synergism and antagonism among multiple stressors , 2015, Ecology and evolution.

[44]  Daniel R. Brumbaugh,et al.  An index to assess the health and benefits of the global ocean , 2012, Nature.

[45]  Eric W. M. Stienen,et al.  Towards a cumulative collision risk assessment of local and migrating birds in North Sea offshore wind farms , 2015, Hydrobiologia.

[46]  Richard Barham,et al.  Framework for assessing impacts of pile-driving noise from offshore wind farm construction on a harbour seal population , 2013 .

[47]  Carrie V. Kappel,et al.  Characterizing driver-response relationships in marine pelagic ecosystems for improved ocean management. , 2016, Ecological applications : a publication of the Ecological Society of America.

[48]  F. Müller,et al.  Ecosystem Vulnerability Review: Proposal of an Interdisciplinary Ecosystem Assessment Approach , 2018, Environmental Management.

[49]  Geert Aarts,et al.  Harbour porpoise movement strategy affects cumulative number of animals acoustically exposed to underwater explosions , 2016 .

[50]  R. Hilborn,et al.  Assessing bottom trawling impacts based on the longevity of benthic invertebrates , 2018, Journal of Applied Ecology.

[51]  Benjamin S Halpern,et al.  Interactive and cumulative effects of multiple human stressors in marine systems. , 2008, Ecology letters.

[52]  Snejana Moncheva,et al.  An environmental assessment of risk in achieving good environmental status to support regional prioritisation of management in Europe , 2012 .

[53]  Snejana Moncheva,et al.  An exposure-effect approach for evaluating ecosystem-wide risks from human activities , 2015 .

[54]  Stuart I. Rogers,et al.  Quantifying cumulative impacts of human pressures on the marine environment: a geospatial modelling framework , 2010 .

[55]  Edward Willsteed,et al.  Obligations and aspirations: A critical evaluation of offshore wind farm cumulative impact assessments , 2018 .

[56]  Edward J. Gregr,et al.  Sensitivity and Vulnerability in Marine Environments: an Approach to Identifying Vulnerable Marine Areas , 2005 .

[57]  F. Verones,et al.  Making Marine Noise Pollution Impacts Heard: The Case of Cetaceans in the North Sea within Life Cycle Impact Assessment , 2017 .

[58]  Benjamin S. Halpern,et al.  Assumptions, challenges, and future directions in cumulative impact analysis , 2013 .

[59]  J. Andersen,et al.  A Global Review of Cumulative Pressure and Impact Assessments in Marine Environments , 2016, Front. Mar. Sci..

[60]  C. Kelble,et al.  Moving from ecosystem-based policy objectives to operational implementation of ecosystem-based management measures , 2017 .

[61]  D. Jarvis,et al.  Entanglement of grey seals Halichoerus grypus at a haul out site in Cornwall, UK. , 2012, Marine pollution bulletin.

[62]  D. Brewer,et al.  Sustainability of fishery bycatch: a process for assessing highly diverse and numerous bycatch , 2001, Environmental Conservation.

[63]  A. Barbanti,et al.  Addressing uncertainty in modelling cumulative impacts within maritime spatial planning in the Adriatic and Ionian region , 2017, PloS one.

[64]  H. Levrel,et al.  Marine habitats ecosystem service potential: A vulnerability approach in the Normand-Breton (Saint Malo) Gulf, France , 2015 .

[65]  R. Hilborn,et al.  Estimating the sustainability of towed fishing‐gear impacts on seabed habitats: a simple quantitative risk assessment method applicable to data‐limited fisheries , 2017 .

[66]  Projected Tree Species Redistribution Under Climate Change: Implications for Ecosystem Vulnerability Across Protected Areas in the Eastern United States , 2015, Ecosystems.

[67]  J. Vanhatalo,et al.  Impacts of Oil Spills on Arctic Marine Ecosystems: A Quantitative and Probabilistic Risk Assessment Perspective , 2020, Environmental science & technology.

[68]  Anthony D. M. Smith,et al.  Evaluating impacts of fishing on benthic habitats: a risk assessment framework applied to Australian fisheries , 2011 .