Capturing the value of biosurveillance “big data” through natural capital accounting

References

• Achinstein, P. (2001). The book of evidence. Oxford: Oxford University Press.
   Google Scholar
• Bateman, I. J., & Mace, G. M. (2020). The natural capital framework for sustainably efficient and equitable decision making. Nature Sustainability, 3(10), 776–783.
   Google Scholar
• Bush, A., Monk, W. A., Compson, Z. G., Peters, D. L., Porter, T. M., Shokralla, S., … Baird, D. J. (2020). DNA metabarcoding reveals metacommunity dynamics in a threatened boreal wetland wilderness. Proceedings of the National Academy of Sciences, 117(15), 8539–8545.
   Google Scholar
• Carbayo, F., & Marques, A. C. (2011). The costs of describing the entire animal kingdom. Trends in Ecology & Evolution, 26(4), 154–155.
   Google Scholar
• Castle, D., & Culver, K. (2013). Getting to ‘no’: The method of contested exchange. Science & Public Policy, 40(1), 34–42.
   Google Scholar
• Centre for Biodiversity Genomics (CBG). (2021). BOLD: Barcode of life data systems. Retrieved from https://biodiversitygenomics.net/projects/bold
   Google Scholar
• CERN. (2020). Storage. Retrieved from https://home.cern/science/computing/storage
   Google Scholar
• Chan, L., Hall, B., Piron, F., Tandon, R., & Williams, L. (2020). Open science beyond open access: For and with communities. Canadian commission for UNESCO. Retrieved from https://en.ccunesco.ca/-/media/Files/Unesco/Resources/2020/07/OpenScienceDecolonizingKnowledge.pdf
   Google Scholar
• Convention on Biological Diversity (CBD). (2020a). Global biodiversity outlook 5 (GBOS5): Summary for policymakers. Montreal: Secretariat for the Convention on Biological Diversity. Retrieved from https://ec.europa.eu/digital-single-market/en/destination-earth-destine.
   Google Scholar
• Convention on Biological Diversity (CBD). (2020b). Aichi biodiversity targets. Retrieved from https://www.cbd.int/sp/targets
   Google Scholar
• Convention on Biological Diversity (CBD). (2021). Latest national biodiversity strategies and action plans (NGSAPS). Retrieved from https://www.cbd.int/nbsap/about/latest
   Google Scholar
• CORD-19. (2021). COVID-19 open research dataset. Retrieved from https://www.semanticscholar.org/cord19
   Google Scholar
• Costanza, R., Daly, L., Fioramonti, L., Giovannini, E., Kubiszewski, I., Mortensen, L. F., … Wilkinson, R. (2016). Modelling and measuring sustainable wellbeing in connection with the UN sustainable development goals. Ecological Economics, 130, 350–355.
   Google Scholar
• Costanza, R., Kubiszewski, I., Giovannini, E., Lovins, H., McGlade, J., Pickett, K. E., … Wilkinson, R. (2014). Time to leave GDP behind. Nature, 505(7483), 283–285.
   Google Scholar
• Cox, M., & Ellsworth, D. (1997). Application-controlled demand paging for out-of-core-visualization. IEEE VIS ‘97: Proceedings of the 8th conference on Visualization. DOI: https://doi.org/10.1109/VISUAL.1997.663888.
   Google Scholar
• Dasgupta, P. (2021). The economics of biodiversity: The Dasgupta review. Retrieved from www.gov.uk/official-documents.
   Google Scholar
• Díaz, S., Pascual, U., Stenseke, M., Martín-López, B., Watson, R. T., Molnár, Z., … Shirayama, Y.; Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES). (2018). Assessing nature’s contributions to people. Science, 359(6373), 270–272.
   Google Scholar
• Dirzo, R., Young, H. S., Galetti, M., Ceballos, G., Isaac, N. J. B., & Collen, B.. (2014). Defaunation in the Anthropocene. Science, 345(6195), 401–406.
   Google Scholar
• Doern, B., Castle, D., & Phillips, P. W. B. (2016). Canadian science, technology and innovation policy: The innovation economy and society nexus. Montreal: McGill-Queen’s University Press.
   Google Scholar
• European Commission Directorate-General for Research and Innovation. (2021). Digital skills for FAIR and open science. doi:https://doi.org/10.2777/59065.  Retrieved from: https://op.europa.eu/en/publication-detail/-/publication/af7f7807-6ce1-11eb-aeb5-01aa75ed71a1/language-en
   Google Scholar
• European Environment Agency (EEA). (2021). Common international classification of ecosystem services (CICES). Retrieved from https://cices.eu/resources
   Google Scholar
• European Union. (2021). Sustainable finance. Retrieved from https://ec.europa.eu/info/business-economy-euro/banking-and-finance/sustainable-finance_en
   Google Scholar
• Evans, D. M., Kitson, J. J. N., Lunt, D. H., Straw, N. A., Popock, M. J. O., & Poisot, T. (2016). Merging DNA metabarcoding and ecological network analysis to understand and build resilient terrestrial ecosystems. Functional Ecology, 30(12), 1904–1916.
   Google Scholar
• Financial Times. (2020). Green bonds set to keep flying off shelves in 2020. Retrieved from https://www.ft.com/content/61631c2c-1a65-11ea-9186-7348c2f183af
   Google Scholar
• Geneva Science and Diplomacy Estimator (GESDA). (2020). Scientific Anticipatory Briefs. Retrieved from https://gesda.global/scientific-anticipatory-briefs/.
   Google Scholar
• Gilmore, M. P., & Young, J. C. (2012). The use of participatory mapping in ethnobiological research, biocultural conservation, and community empowerment: A case study from the Peruvian Amazon. Journal of Ethnobiology, 32(1), 6–29.
   Google Scholar
• Global University Network for Innovation (GUNi). (2020). Humanities and higher education: Synergies between science, technology and humanities. Retrieved from http://www.guninetwork.org/report/higher-education-world-7.
   Google Scholar
• Hall, B., & Tandon, R. (2020). Knowledge democracy for a transforming world. International Journal of Community Research and Engagement, 13, 1–5.
   Google Scholar
• Hebert, P. D. N., Cywinska, A., Ball Shelley, S. L., & deWaard, J. R. (2003). Biological identifications through DNA barcodes. Proceedings of the Royal Society of London. Series B: Biological Sciences, 270(1512), 313–321.
   Google Scholar
• Hebert, P. D. N., Ratnasingham, S., Zakharov, E. V., Telfer, A. C., Levesque-Beaudin, V., Milton, M. A., & deWaard, J. R. (2016). Counting animal species with DNA barcodes: Canadian insects. Philosophical Transactions of the Royal Society B: Biological Sciences, 371(1702), 20150333.
   Google Scholar
• Hoppe, R. (2010). The governance of problems: Puzzling, powering and participation. Bristol, UK: Policy Press.
   Google Scholar
• Intergovernmental Platform on Biodiversity and Ecosystem Services (IPBES). (2019). Summary for policymakers of the global assessment report. Retrieved from https://www.ipbes.net/sites/default/files/downloads/spm_unedited_advance_for_posting_htn.pdf.
   Google Scholar
• Leonelli, S. (2020). Scientific research and big data. In the Stanford encyclopedia of philosophy (Summer 2020). E. Zalta ed.. Stanford, Stanford University. Retrieved from: https://plato.stanford.edu/archives/sum2020/entries/science-big-data
   Google Scholar
• Lyall, C. (2005). New modes of governance: Developing an integrated policy approach to science, technology, risk and the environment. London: Routledge.
   Google Scholar
• Makiola, A., Compson, Z. G., Baird, D. J., Barnes, M. A., Boerlijst, S. P., Bouchez, A., … Bohan, D. A. (2020). Key questions for next-generation biomonitoring. Frontiers in Environmental Science, 7, 197.
   Google Scholar
• Mantyka-Pringle, C. S., Jardine, T. D., Bradford, L., Bharadwaj, L., Kythreotis, A. P., Fresque-Baxter, J., & Lindenschmidt, K.-E.; Mantyka-Pringle. (2017). Bridging science and traditional knowledge to assess cumulative impacts of stressors on ecosystem health. Environment International, 102, 125–137.
   Google Scholar
• Millennium Ecosystem Assessment. (2005). Ecosystems and human well-being: Synthesis. Washington, DC: Island Press.
   Google Scholar
• Mora, C., Tittensor, D. P., Adl, S., Simpson, A. G. B., & Worm, B. (2011). How many species are there on Earth and in the ocean? PLoS Biology, 9(8), e1001127.
   Google Scholar
• Moyne, J., Balta, E. C., Kovalenko, I., Faris, J., Barton, K., & Tilbury, D. M. (2020). A requirements driven digital twin framework: Specification and opportunities. IEEE, 8, 107781–107801.
   Google Scholar
• Mulrennan, M. E., Rodney, M., & Scott, C. H. (2012). Revamping community-based conservation through participatory research. The Canadian Geographer, 56(2), 243–259.
   Google Scholar
• NASA. (2020). Earth science data systems program highlights 2020. Retrieved from https://cdn.earthdata.nasa.gov/conduit/upload/15949/ESDS_Highlights_2020.pdf.
   Google Scholar
• NASA. (2021). About the hubble space telescope. Retrieved from https://www.nasa.gov/mission_pages/hubble/story/index.html.
   Google Scholar
• OECD. (2020). Building digital workforce capacity and skills for data-intensive science. Retrieved from https://read.oecd.org/10.1787/e08aa3bb-en?format=pdf.
   Google Scholar
• Oliver, K., & Cairney, P. (2019). The dos and don’ts of influencing policy: A systematic review of advice to academics. Palgrave Communications, 5(1), 21.
   Google Scholar
• Pentinsaari, M., Anderson, R., Borowiec, L., Bouchard, P., Brunke, A., Douglas, H., … Hebert, P.. (2019). DNA barcodes reveal 63 overlooked species of Canadian beetles (Insecta: Coleoptera). ZooKeys, 894, 53–150.
   Google Scholar
• Phillips, P. W. B., & Castle, D. (2021). Ideas, institutions, and interests: The drivers of Canadian provincial science, technology, and innovation policy. Toronto: University of Toronto. Forthcoming under contract.
   Google Scholar
• Plumptre, A. J., Baisero, D., Belote, R. T., Vázquez-Domínguez, E., Faurby, S., Jȩdrzejewski, W., … Boyd, C. (2021). Where might we find ecologically intact communities? Frontiers in Forests and Global Change, 4, 26.
   Google Scholar
• Pompanon, F., Deagle, B. E., Symondson, W. O. C., Brown, D. S., Jarman, S. N., & Taberlet, P. (2012). Who is eating what: Diet assessment using next generation sequencing. Molecular Ecology, 21(8), 1931–1950.
   Google Scholar
• Pont, D., Valentini, A., Rocle, M., Maire, A., Delaigue, O., Jean, P., & Dejean, T. (2019). The future of fish‐based ecological assessment of European rivers: From traditional EU water framework directive compliant methods to eDNA metabarcoding‐based approaches. Fish Biology, 98(2), 354–366.
   Google Scholar
• Ratnasingham, S., & Hebert, P. D. N. (2007). BOLD: The barcode of life data system. Retrieved from www.barcodinglife.org.
   Google Scholar
• Ratnasingham, S., Hebert, P. D. N., & Fontaneto, D. (2013). A DNA-based registry for all animal species: The Barcode Index Number (BIN) System. PLoS ONE, 8(7), e66213.
   Google Scholar
• Reid, A., Eckert, L. E., Lane, J.-F., Young, N., Hinch, S. G., Darimont, C. T., … Marshall, A.. (2020). “Two‐Eyed Seeing”: An indigenous framework to transform fisheries research and management. Fish & Fisheries, 22(2), 243–261.
   Google Scholar
• Rittel, H., & Webber, M. (1973). Dilemmas in a general theory of planning. Policy Sciences, 4(2), 155–169.
   Google Scholar
• Scaife AMM. (2020) Big telescope big data: towards exascale with the Square Kilometre Array. Phil. Trans. R. Soc. A 378: 20190060. https://doi.org/http://doi.org/10.1098/rsta.2019.0060.
   Google Scholar
• Schindel, D. E., Bubela, T., Rosenthal, J., Castle, D., Du Plessis, P., & Bye, R. P. (2015). The new age of the Nagoya protocol. Nature Conservation, 12, 45–56.
   Google Scholar
• Science Academies of the Group of Seven. (2021a). Reversing biodiversity loss – The case for urgent action. Retrieved from https://royalsociety.org/about-us/international/international-work/g-science-academies-meetings.
   Google Scholar
• Science Academies of the Group of Seven. (2021b). A net zero climate-reslient future – Science, technology and the solutions for change. Retrieved from https://royalsociety.org/about-us/international/international-work/g-science-academies-meetings.
   Google Scholar
• Scaife AMM. 2020 Big telescope, big data: towards exascale with the Square Kilometre Array. Phil. Trans. R. Soc. A 378: 20190060. https://doi.org/http://doi.org/10.1098/rsta.2019.0060
   Google Scholar
• Secretariat of the Convention on Biological Diversity (CBD). (2020). Global biodiversity outlook 5. Montreal: Convention on Biological Diversity. Retrievd from https://www.cbd.int/gbo5.
   Google Scholar
• UNESCO. (2021). UNESCO recommendation on open science. Retrieved from https://en.unesco.org/science-sustainable-future/open-science/recommendation.
   Google Scholar
• United Kingdom Natural Capital Committee. (2021). Natural Capital Committee advice on government’s 25 Year Environment Plan and progress reports. Retrieved from https://www.gov.uk/government/publications/natural-capital-committee-advice-on-governments-25-year-environment-plan.
   Google Scholar
• United Nations (UN). (2007). Declaration on the Rights of Indigenous Peoples. Retrieved from: https://www.un.org/development/desa/indigenouspeoples/declaration-on-the-rights-of-indigenous-peoples.html.
   Google Scholar
• United Nations. (2021). System of environmental economic accounting (SEEA). Retrieved from https://seea.un.org/content/homepage.
   Google Scholar
• United Nations (UN). (2020a). Progress Towards the Sustainable Development Goals: Report of the Secretary-General. Retrieved from https://sustainabledevelopment.un.org/content/documents/26158Final_SG_SDG_Progress_Report_14052020.pdf.
   Google Scholar
• United Nations (UN). (2020b). The sustainable development goals report. Retrieved from https://unstats.un.org/sdgs/report/2020/.
   Google Scholar
• United Nations (UN). (2020c). Roadmap for digital cooperation. Retrieved from https://www.un.org/es/content/digital-cooperation-roadmap/assets/pdf/Roadmap_for_Digital_Cooperation_EN.pdf.
   Google Scholar
• United Nations Environment Program (UNEP). (2021). Coalition for digital environmental sustainability (CODES). Retrieved from https://www.unep.org/events/webinar/launch-coalition-digital-environmental-sustainability-codes.
   Google Scholar
• United Nations (UN). (2007) Declaration on the Rights of Indigenous Peoples. Retrieved from: https://www.un.org/development/desa/indigenouspeoples/declaration-on-the-rights-of-indigenous-peoples.html
   Google Scholar
• Victor, P. A. (2019). Managing without growth: Slower by design, not disaster (2nd ed.). Cheltenham UK: Edward Elgar.
   Google Scholar
• World Economic Forum. (2020). The Global Risks Report. Retrieved from http://www3.weforum.org/docs/WEF_Global_Risk_Report_2020.pdf
   Google Scholar