University of Oulu

Pihlajamäki, M, Helle, I, Haapasaari, P, Sarkki, S, Kuikka, S, Lehikoinen, A. Catching the future: Applying Bayesian belief networks to exploratory scenario storylines to assess long‐term changes in Baltic herring (Clupea harengus membras, Clupeidae) and salmon (Salmo salar, Salmonidae) fisheries. Fish Fish. 2020; 21: 797– 812. https://doi.org/10.1111/faf.12461

Catching the future : applying Bayesian belief networks to exploratory scenario storylines to assess long‐term changes in Baltic herring (Clupea harengus membras, Clupeidae) and salmon (Salmo salar, Salmonidae) fisheries

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Author: Pihlajamäki, Mia1,2,3; Helle, Inari4,5; Haapasaari, Päivi2,6;
Organizations: 1Faculty of Management and Business, Tampere University, Tampere, Finland
2Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
3Water Resources and Environmental Engineering Research Unit, University of Oulu, Oulu, Finland
4Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
5Helsinki Institute of Sustainability Science (HELSUS), University of Helsinki, Helsinki, Finland
6Department of Planning, Innovative Fisheries Management (IFM), Aalborg University, Aalborg, Denmark
7Cultural Anthropology, Faculty of Humanities, University of Oulu, Oulu, Finland
8Kotka Maritime Research Centre, Kotka, Finland
Format: article
Version: published version
Access: open
Online Access: PDF Full Text (PDF, 1.5 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2020091169296
Language: English
Published: John Wiley & Sons, 2020
Publish Date: 2020-09-11
Description:

Abstract

Fisheries management aims to ensure that the fishing activities are environmentally sustainable in the long term, while also achieving the economic, social and food security related management objectives. To facilitate this, both the ecological and human dimensions of sustainability need to be included in fisheries assessment. In addition, assessing long‐term sustainability calls for taking into account plausible changes in the surrounding societal conditions that shape the characteristics of the fisheries governance system, as well as the ecological conditions. The paper uses a combination of qualitative exploratory scenario storylines (ESS) and Bayesian belief networks (BBN) to integrate the environmental, economic, social and food security dimensions in an interdisciplinary assessment of the future sustainability of Baltic herring (Clupea harengus membras, Clupeidae) and salmon (Salmo salar, Salmonidae) fisheries. First, four alternative ESS were created based on plausible changes in societal drivers. The ESS were then formulated into a BBN to (a) visualize the assumed causalities, and (b) examine quantitatively how changes in the societal drivers affect the social‐ecological fisheries system and ultimately the fisheries management objectives. This type of probabilistic scenario synthesis can help in thinking qualitative scenarios in a quantitative way. Moreover, it can increase understanding on the causal links between societal driving forces and the complex fisheries system and on how the management objectives can be achieved, thereby providing valuable information for strategic decision‐making under uncertainty.

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Series: Fish and fisheries
ISSN: 1467-2960
ISSN-E: 1467-2979
ISSN-L: 1467-2960
Volume: 21
Issue: 4
Pages: 797 - 812
DOI: 10.1111/faf.12461
OADOI: https://oadoi.org/10.1111/faf.12461
Type of Publication: A1 Journal article – refereed
Field of Science: 1172 Environmental sciences
517 Political science
Subjects:
Funding: This work resulted from the BONUS GOHERR project (Integrated governance of Baltic herring and salmon stocks involving stakeholders). The project was supported by BONUS (Art 185) and funded jointly by the EU and the Academy of Finland. Further, I.H. gained support from the Helsinki Institute of Sustainability Science (HELSUS), A.L. and S.K. from the Strategic Research Council of the Academy of Finland under the project “Creative adaptation to wicked socioenvironmental disruptions” (WISE) (decision number 312625) and M.P. from the Academy of Finland (grant number 296702).
Copyright information: © 2020 The Authors. Fish and Fisheries published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
  https://creativecommons.org/licenses/by/4.0/