Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability
Aquaculture is undergoing a revolution of data-driven innovation. The rapid uptake of digital technologies in the sector contributes ever larger amounts of data that hold potential for improving decision making for aquatic food system sustainability. Realising the potential of digital tools and new data streams is, however, not inevitable. The current ecosystem of global and production-level digital aquaculture technologies and platforms is highly fragmented with a strong focus on private farm-level data for improving production efficiency, and limited publicly available data that can be used for social and environmental sustainability. Three scenarios for the future development of the aquaculture data ecosystem are possible (1) continued fragmentation; (2) centralisation, and (3) coordination in a federated ecosystem. Recognising a federated ecosystem as having the most potential for contributing to food system sustainability we provide three priority areas for improving data coverage, sharing and integration between and among farm-level and global platforms.
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Format: | Article/Letter to editor biblioteca |
Language: | English |
Subjects: | Aquaculture, Data, Digitalization, Governance, Technology, |
Online Access: | https://research.wur.nl/en/publications/federating-aquaculture-40-for-data-driven-social-and-environmenta |
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dig-wur-nl-wurpubs-6340552024-10-30 Kruk, Sake R.L. Bush, Simon R. Phillips, Michael Article/Letter to editor Marine Policy 169 (2024) ISSN: 0308-597X Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability 2024 Aquaculture is undergoing a revolution of data-driven innovation. The rapid uptake of digital technologies in the sector contributes ever larger amounts of data that hold potential for improving decision making for aquatic food system sustainability. Realising the potential of digital tools and new data streams is, however, not inevitable. The current ecosystem of global and production-level digital aquaculture technologies and platforms is highly fragmented with a strong focus on private farm-level data for improving production efficiency, and limited publicly available data that can be used for social and environmental sustainability. Three scenarios for the future development of the aquaculture data ecosystem are possible (1) continued fragmentation; (2) centralisation, and (3) coordination in a federated ecosystem. Recognising a federated ecosystem as having the most potential for contributing to food system sustainability we provide three priority areas for improving data coverage, sharing and integration between and among farm-level and global platforms. en application/pdf https://research.wur.nl/en/publications/federating-aquaculture-40-for-data-driven-social-and-environmenta 10.1016/j.marpol.2024.106355 https://edepot.wur.nl/672686 Aquaculture Data Digitalization Governance Technology https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ Wageningen University & Research |
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Aquaculture Data Digitalization Governance Technology Aquaculture Data Digitalization Governance Technology Kruk, Sake R.L. Bush, Simon R. Phillips, Michael Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
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Aquaculture is undergoing a revolution of data-driven innovation. The rapid uptake of digital technologies in the sector contributes ever larger amounts of data that hold potential for improving decision making for aquatic food system sustainability. Realising the potential of digital tools and new data streams is, however, not inevitable. The current ecosystem of global and production-level digital aquaculture technologies and platforms is highly fragmented with a strong focus on private farm-level data for improving production efficiency, and limited publicly available data that can be used for social and environmental sustainability. Three scenarios for the future development of the aquaculture data ecosystem are possible (1) continued fragmentation; (2) centralisation, and (3) coordination in a federated ecosystem. Recognising a federated ecosystem as having the most potential for contributing to food system sustainability we provide three priority areas for improving data coverage, sharing and integration between and among farm-level and global platforms. |
format |
Article/Letter to editor |
topic_facet |
Aquaculture Data Digitalization Governance Technology |
author |
Kruk, Sake R.L. Bush, Simon R. Phillips, Michael |
author_facet |
Kruk, Sake R.L. Bush, Simon R. Phillips, Michael |
author_sort |
Kruk, Sake R.L. |
title |
Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
title_short |
Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
title_full |
Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
title_fullStr |
Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
title_full_unstemmed |
Federating ‘Aquaculture 4.0’ for data-driven social and environmental sustainability |
title_sort |
federating ‘aquaculture 4.0’ for data-driven social and environmental sustainability |
url |
https://research.wur.nl/en/publications/federating-aquaculture-40-for-data-driven-social-and-environmenta |
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AT kruksakerl federatingaquaculture40fordatadrivensocialandenvironmentalsustainability AT bushsimonr federatingaquaculture40fordatadrivensocialandenvironmentalsustainability AT phillipsmichael federatingaquaculture40fordatadrivensocialandenvironmentalsustainability |
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