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Research Articles

Indigenous-led responsible innovation: lessons from co-developed protocols to guide the use of drones to monitor a biocultural landscape in Kakadu National Park, Australia

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Pages 300-319 | Received 18 Oct 2020, Accepted 01 Aug 2021, Published online: 01 Sep 2021

References

  • Anderson, K., and K. J. Gaston. 2013. “Lightweight Unmanned Aerial Vehicles Will Revolutionize Spatial Ecology.” Frontiers in Ecology and the Environment 11: 138–146.
  • Ansell, S., and J. Koenig. 2011. “CyberTracker: An Integral Management Tool Used by Rangers in the Djelk Indigenous Protected Area, Central Arnhem Land, Australia.” Ecological Management & Restoration 12: 13–25.
  • Arts, K., R. van Der Wal, and W. M. Adams. 2015. “Digital Technology and the Conservation of Nature.” Ambio 44: 661–673.
  • Butler, D. 2014. “The Dawn of the Age of the Drones: An Australian Privacy Law Perspective.” UNSW Law Journal 37 (2): 434–470.
  • Cawthorne, D., and A. Robbins-van Wynsberghe. 2020. “An Ethical Framework for the Design, Development, Implementation, and Assessment of Drones Used in Public Healthcare.” Science and Engineering Ethics 26 (5): 2867–2891.
  • Cenci, A., and D. Cawthorne. 2020. “Refining Value Sensitive Design: A (Capability-Based) Procedural Ethics Approach to Technological Design for Well-Being.” Science and Engineering Ethics 26: 2629–2662.
  • Choi-Fitzpatrick, A. 2014. “Drones for Good: Technological Innovations, Social Movements, and the State.” Journal of International Affairs 68 (1): 19–36.
  • Christie, M. 2006. “Transdisciplinary Research and Aboriginal Knowledge.” The Australian Journal of Indigenous Education 35: 78–89.
  • Christie, M. 2009. “Engaging with Australian Indigenous Knowledge Systems: Charles Darwin University and the Yolŋu of Northeast Arnhem Land.” Learning Communities: International Journal of Learning in Social Contexts 1: 23–35.
  • Clarke, R. 2014. “Understanding the Drone Epidemic.” Computer Law & Security Review 30: 230–246.
  • Daly, A. 2017. “Privacy in Automation: An Appraisal of the Emerging Australian Approach.” Computer Law & Security Review 33 (6): 836–846.
  • Dee, M. 2013. “Welfare Surveillance, Income Management and New Paternalism in Australia.” Surveillance & Society 11 (3): 272–286.
  • Depczynski, M., K. Cook, K. Cure, H. Davies, L. Evans-Illidge, T. Forester, K. George, et al. 2019. “Marine Monitoring of Australia’s Indigenous Sea Country Using Remote Technologies.” The Journal of Ocean Technology 14: 60–75.
  • Duffy, R. 2014. “Waging a War to Save Biodiversity: The Rise of Militarized Conservation.” International Affairs 90 (4): 819–834.
  • Finn, R. L., and D. Wright. 2016. “Privacy, Data Protection and Ethics for Civil Drone Practice: A Survey of Industry, Regulators and Civil Society Organisations.” Computer Law & Security Review 32 (4): 577–586.
  • Floreano, D., and R. J. Wood. 2015. “Science, Technology and the Future of Small Autonomous Drones.” Nature 521: 460–466.
  • Gao, L., M. Liao, and Y. Zhao. 2019. “Exploring Complexity, Variety and the Necessity of RRI in a Developing Country: The Case of China.” Journal of Responsible Innovation 6 (3): 368–374.
  • Gibson, C. 1999. “Rebuilding the Jawoyn Nation: Regional Agreements, Spatial Politics and Aboriginal Self-Determination in Katherine, Northern Territory.” Australian Aboriginal Studies 1: 10–25.
  • GIDA. 2020. “CARE Principles for Indigenous Data Governance.” Global Indigenous Data Alliance (GIDA). https://www.gida-global.org/care.
  • Gonzalez, L., G. Montes, E. Puig, S. Johnson, K. Mengersen, and K. Gaston. 2016. “Unmanned Aerial Vehicles (UAVs) and Artificial Intelligence Revolutionizing Wildlife Monitoring and Conservation.” Sensors 16 (1): 97.
  • Haraway, D. 1988. “Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective.” Feminist Studies 14 (3): 575–599.
  • Hayashi, Y. 2020. “Yolŋu Languages in the Academy: Reflecting on 20 Years of Tertiary Teaching.” In Intersections in Language Planning and Policy, edited by J. Fornasiero, A. S. M. Reed, R. Amery, E. Bouvet, K. Enomoto, and H. L. Xu, 507–521. Cham: Springer.
  • Haynes, C. 2013. “Seeking Control: Disentangling the Difficult Sociality of Kakadu National Park’s Joint Management.” Journal of Sociology 49 (2–3): 194–209.
  • Henman, P., and G. Marston. 2008. “The Social Division of Welfare Surveillance.” Journal of Social Policy 37 (2): 187–205.
  • Herington, M., R. Coates, and J. Lacey. 2019. The Science-Society Relationship in Australia: Toward Responsible Innovation – Survey of Scientists, Researchers and Other Professionals in the Australian Research and Innovation System. Brisbane: CSIRO.
  • Hodgson, J. C., R. Mott, S. M. Baylis, T. T. Pham, S. Wotherspoon, A. D. Kilpatrick, R. R. Segaran, I. Reid, A. Terauds, and L. P. Koh. 2018. “Drones Count Wildlife More Accurately and Precisely Than Humans.” Methods in Ecology and Evolution 9 (5): 1160–1167.
  • IEEE. 2019. “Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems.” The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems.
  • Inman, V. L., R. T. Kingsford, M. J. Chase, and K. E. A. Leggett. 2019. “Drone-Based Effective Counting and Ageing of Hippopotamus (Hippopotamus amphibius) in the Okavango Delta in Botswana.” PLoS One 14 (12): e0219652.
  • Ivoševic, B., Y. Han, Y. Cho, and O. Kwon. 2015. “The Use of Conservation Drones in Ecology and Wildlife Research.” Journal of Ecology and Environment 38 (1): 113–118.
  • Jakku, E., B. Taylor, A. Fleming, C. Mason, S. Fielke, C. Sounness, and P. Thorburn. 2019. “‘If They Don’t Tell us What They do With it, Why Would we Trust Them?’ Trust, Transparency and Benefit-Sharing in Smart Farming.” NJAS – Wageningen Journal of Life Sciences 90–91: 100285.
  • Jawoyn Association. 2020. “Jawoyn Association: Sharing our Country.” https://www.jawoyn.org.au/.
  • Kakadu Board of Management. 2016. “Kakadu National Park Management Plan 2016–2026.”
  • Koh, L. P., and S. A. Wich. 2012. “Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation.” Tropical Conservation Science 5 (2): 121–132.
  • Kwaymullina, A. 2016. “Research, Ethics and Indigenous Peoples: An Australian Indigenous Perspective on Three Threshold Considerations for Respectful Engagement.” AlterNative: An International Journal of Indigenous Peoples 12 (4): 437–449.
  • Lacey, J., R. Coates, and M. Herington. 2020. “Open Science for Responsible Innovation in Australia: Understanding the Expectations and Priorities of Scientists and Researchers.” Journal of Responsible Innovation 7 (3): 427–449.
  • Lane, M. B., and R. E. Rickson. 1997. “Resource Development and Resource Dependency of Indigenous Communities: Australia’s Jawoyn Aborigines and Mining at Coronation Hill.” Society & Natural Resources 10 (2): 121–142.
  • Levitus, R. 2007. “Laws and Strategies: The Contest to Protect Aboriginal Interests at Coronation Hill.” In Customary Land Tenure and Registration in Australia and Papua New Guinea: Anthropological Perspectives, edited by J. F. Weiner, and K. Glaskin, 247–272. Canberra: ANU Press.
  • Lewis, J. E., A. Abdilla, N. Arista, K. Baker, S. Benesiinaabandan, M. Brown, M. Cheung, et al. 2020. “Indigenous Protocol and Artificial Intelligence Position Paper.” The Initiative for Indigenous Futures and the Canadian Institute for Advanced Research (CIFAR), Honolulu, Hawaiʻi.
  • López, J. J., and M. Mulero-Pázmány. 2019. “Drones for Conservation in Protected Areas: Present and Future.” Drones 3 (1): 10.
  • Ludwig, D., and P. Macnaghten. 2020. “Traditional Ecological Knowledge in Innovation Governance: A Framework for Responsible and Just Innovation.” Journal of Responsible Innovation 7 (1): 26–44.
  • Lyons, M. B., K. J. Brandis, N. J. Murray, J. H. Wilshire, J. A. Mccann, R. T. Kingsford, and C. T. Callaghan. 2019. “Monitoring Large and Complex Wildlife Aggregations with Drones.” Methods in Ecology and Evolution 10 (7): 1024–1035.
  • Maclean, K., C. Farbotko, and C. J. Robinson. 2019. “Who do Growers Trust? Engaging Biosecurity Knowledges to Negotiate Risk Management for the North Queensland Banana Industry, Australia.” Journal of Rural Studies 67: 101–110.
  • Macnaghten, P., R. Owen, J. Stilgoe, B. Wynne, A. Azevedo, A. De Campos, R. Dagnino, et al. 2014. “Responsible Innovation Across Borders: Tensions, Paradoxes and Possibilities.” Journal of Responsible Innovation 1 (2): 191–199.
  • Marshall, M., K. May, R. Dann, and L. Nulgit. 2020. “Indigenous Stewardship of Decolonised Rock Art Conservation Processes in Australia.” Studies in Conservation 65: P205–P212.
  • Martin, K., and B. Mirraboopa. 2003. “Ways of Knowing, Being and Doing: A Theoretical Framework and Methods for Indigenous and Indigenist Re-Search.” Journal of Australian Studies 27 (76): 203–214.
  • Massé, F., and E. Lunstrum. 2016. “Accumulation by Securitization: Commercial Poaching, Neoliberal Conservation, and the Creation of New Wildlife Frontiers.” Geoforum 69: 227–237.
  • McGregor, S., V. Lawson, P. Christophersen, R. Kennett, J. Boyden, P. Bayliss, A. Liedloff, B. McKaige, and A. Andersen. 2010. “Indigenous Wetland Burning: Conserving Natural and Cultural Resources in Australia’s World Heritage-Listed Kakadu National Park.” Human Ecology 38 (6): 721–729.
  • Merlan, F. 1992. Jawoyn (Gimbat Area) Land Claim: Anthropologists’ Report on Behalf of Claimants. Darwin: Northern Land Council.
  • Merlan, F., and A. Rumsey. 1982. The Jawoyn (Katherine Area) Land Claim. Darwin: Northern Land Council.
  • Millner, N. 2020. “As the Drone Flies: Configuring a Vertical Politics of Contestation Within Forest Conservation.” Political Geography 80: 102163.
  • Mittelstadt, B. 2019. “Principles Alone Cannot Guarantee Ethical AI.” Nature Machine Intelligence 1 (11): 501–507.
  • Nakata, M., D. Hamacher, J. Warren, A. Byrne, M. Pagnucco, R. Harley, S. Venugopal, K. Thorpe, R. Neville, and R. Bolt. 2014. “Using Modern Technologies to Capture and Share Indigenous Astronomical Knowledge.” Australian Academic & Research Libraries 45 (2): 101–110.
  • Nakata, M., V. Nakata, A. Byrne, J. McKeough, G. Gardiner, and J. Gibson. 2008. Australian Indigenous Digital Collections: First Generation Issues. Sydney: UTSeScholarship.
  • Nowak, M. M., K. Dziób, and P. Bogawski. 2019. “Unmanned Aerial Vehicles (UAVs) in Environmental Biology: A Review.” European Journal of Ecology 4 (2): 56–74.
  • Owen, R., and M. Pansera. 2019. “Responsible Innovation and Responsible Research and Innovation.” In Handbook on Science and Public Policy, edited by D. Simon, S. Kuhlmann, J. Stamm, and W. Canzler, 26–48. Cheltenham: Edward Elgar Publishing.
  • Paneque-Gálvez, J., M. McCall, B. Napoletano, S. Wich, and L. Koh. 2014. “Small Drones for Community-Based Forest Monitoring: An Assessment of Their Feasibility and Potential in Tropical Areas.” Forests 5 (6): 1481–1507.
  • Paneque-Gálvez, J., N. Vargas-Ramirez, B. Napoletano, and A. Cummings. 2017. “Grassroots Innovation Using Drones for Indigenous Mapping and Monitoring.” Land 6 (4): 86.
  • Parks Australia. 2013. “Jarrangbarnmi (Koolpin Gorge).” https://parksaustralia.gov.au/kakadu/stay/camping/jarrangbarnmi-campground/.
  • Petty, A. M., V. DeKoninck, and B. Orlove. 2015. “Cleaning, Protecting, or Abating? Making Indigenous Fire Management “Work” in Northern Australia.” Journal of Ethnobiology 35 (1): 140–162.
  • Rainie, S. C., T. Kukutai, M. Walter, O. L. Figueroa-Rodríguez, J. Walker, and P. Axelsson. 2019. “Indigenous Data Sovereignty.” In The State of Open Data: Histories and Horizons, edited by T. Davies, S. B. Walker, M. Rubinstein, and F. Perini, 300–319. Cape Town: African Minds and International Development Research Centre.
  • Rees, A. F., L. Avens, K. Ballorain, E. Bevan, A. C. Broderick, R. R. Carthy, M. J. A. Christianen, et al. 2018. “The Potential of Unmanned Aerial Systems for Sea Turtle Research and Conservation: A Review and Future Directions.” Endangered Species Research 35: 81–100.
  • Robinson, C. J., T. Kong, R. Coates, I. Watson, C. Stokes, P. Pert, A. McConnell, and C. Chen. 2021. “Caring for Indigenous Data to Evaluate the Benefits of Indigenous Environmental Programs.” Environmental Management 68: 160–169.
  • Robinson, C. J., J. M. Macdonald, M. Douglas, J. Perry, S. Setterfield, D. Cooper, M. Lee, et al. 2021. “Using Knowledge to Care for Country: Indigenous-Led Evaluations of Research to Adaptively co-Management Kakadu National Park, Australia.” Sustainability Science, 1–14.
  • Rose, D. B. 1996. Nourishing Terrains: Australian Aboriginal Views of Landscape and Wilderness. Canberra: Australian Heritage Commission.
  • Sandbrook, C. 2015. “The Social Implications of Using Drones for Biodiversity Conservation.” Ambio 44 (4): 636–647.
  • Santoni de Sio, F., and J. van den Hoven. 2018. “Meaningful Human Control Over Autonomous Systems: A Philosophical Account.” Frontiers in Robotics and AI 5: 15.
  • Schnierer, S., and G. Woods. 1998. “An Indigenous Perspective on Ethical Research Practices in Protected Areas.” Australasian Journal of Environmental Management 5: 39–45.
  • Stilgoe, J., R. Owen, and P. Macnaghten. 2013. “Developing a Framework for Responsible Innovation.” Research Policy 42 (9): 1568–1580.
  • Suzor, N., K. Pappalardo, and N. McIntosh. 2017. “The Passage of Australia’s Data Retention Regime: National Security, Human Rights, and Media Scrutiny.” Internet Policy Review 6 (1): 1–16.
  • Tengö, M., R. Hill, P. Malmer, C. M. Raymond, M. Spierenburg, F. Danielsen, T. Elmqvist, and C. Folke. 2017. “Weaving Knowledge Systems in IPBES, CBD and Beyond – Lessons Learned for Sustainability.” Current Opinion in Environmental Sustainability 26–27: 17–25.
  • Valkenburg, G., A. Mamidipudi, P. Pandey, and W. E. and Bijker. 2020. “Responsible Innovation as Empowering Ways of Knowing.” Journal of Responsible Innovation 7 (1): 6–25.
  • Vargas-Ramirez, N., and J. Paneque-Gálvez. 2019. “The Global Emergence of Community Drones (2012–2017).” Drones 3 (4): 76.
  • Vasen, F. 2017. “Responsible Innovation in Developing Countries: An Enlarged Agenda.” In Responsible Innovation 3 – A European Agenda?, edited by L. Asveld, R. van Dam-Mieras, T. Swierstra, S. Lavrijssen, K. Linse, and J. van den Hoven, 93–109. Cham: Springer.
  • Verran, H. 2002. “A Postcolonial Moment in Science Studies: Alternative Firing Regimes of Environmental Scientists and Aboriginal Landowners.” Social Studies of Science 32 (5–6): 729–762.
  • Verran, H., and M. Christie. 2007. “Using/Desiging Digital Technologies of Representation in Aboriginal Australian Knowledge Practices.” Human Technology 3 (2): 214–227.
  • Verran, H., M. Christie, B. Anbins-King, T. Van Weeren, and W. Yunupingu. 2007. “Designing Digital Knowledge Management Tools with Aboriginal Australians.” Digital Creativity 18 (3): 129–142.
  • von Schomberg, R. 2013. “A Vision of Responsible Research and Innovation.” In Responsible Innovation: Managing the Responsible Emergence of Science and Innovation in Society, edited by R. Owen, J. Bessant, and M. Heintz, 51–74. Luxembourg: John Wiley & Sons.
  • Wich, S. A., and L. P. Koh. 2018. Conservation Drones: Mapping and Monitoring Biodiversity. Oxford: Oxford University Press.
  • Williams, A. J. 2011. “Enabling Persistent Presence? Performing the Embodied Geopolitics of the Unmanned Aerial Vehicle Assemblage.” Political Geography 30 (7): 381–390.
  • Woodward, E., R. Hill, P. Harkness, and R. Archer. 2020. Our Knowledge Our Way in Caring for Country: Indigenous-Led Approaches to Strengthening and Sharing Our Knowledge for Land and Sea Management. Best Practice Guidelines from Australian experiences. NAILSMA and CSIRO.