Low-Cost, Deep-Sea Imaging and Analysis Tools for Deep-Sea Exploration: A Collaborative Design Study

被引:12
|
作者
Bell, Katherine L. C. [1 ,2 ]
Chow, Jennifer Szlosek [1 ,2 ]
Hope, Alexis [1 ,2 ]
Quinzin, Maud C. [1 ,2 ]
Cantner, Kat A. [1 ,3 ]
Amon, Diva J. [4 ,5 ]
Cramp, Jessica E. [6 ,7 ]
Rotjan, Randi D. [8 ]
Kamalu, Lehua [9 ]
de Vos, Asha [10 ,11 ]
Talma, Sheena [12 ,13 ]
Buglass, Salome [14 ,15 ]
Wade, Veta [16 ]
Filander, Zoleka [17 ,18 ]
Noyes, Kaitlin [19 ]
Lynch, Miriam [20 ]
Knight, Ashley [21 ]
Lourenco, Nuno [22 ]
Girguis, Peter R. [23 ]
de Sousa, Joao Borges [24 ]
Blake, Chris [9 ,25 ]
Kennedy, Brian R. C. [8 ]
Noyes, Timothy J. [26 ,27 ]
McClain, Craig R. [28 ,29 ]
机构
[1] Ocean Discovery League, Saunderstown, RI 02874 USA
[2] MIT Media Lab, Cambridge, MA 02139 USA
[3] Univ Minnesota, Continental Sci Drilling Fac, Minneapolis, MN USA
[4] SpeSeas, Abadie, Trinidad Tobago
[5] Univ Calif Santa Barbara, Marine Sci Inst, Santa Barbara, CA USA
[6] Sharks Pacific, Avarua, Cook Islands
[7] James Cook Univ, Australian Res Council Ctr Excellence Coral Reef, Townsville, Qld, Australia
[8] Boston Univ, Dept Biol, Boston, MA USA
[9] Polynesian Voyaging Soc, Voyaging, Honolulu, HI USA
[10] Oceanswell, Colombo, Sri Lanka
[11] Univ Western Australia, Oceans Inst, Crawley, WA, Australia
[12] Nekton Fdn, Oxford, Oxfordshire, England
[13] Talma Consultancy, Mahe, Seychelles
[14] Charles Darwin Fdn, Charles Darwin Res Stn, Puerto Ayora, Ecuador
[15] Univ British Columbia, Dept Geog, Vancouver, BC, Canada
[16] Fish N Fins Inc Clubhouse, Little Bay, Montserrat
[17] Nelson Mandela Univ, Dept Zool, Port Elizabeth, South Africa
[18] Dept Environm Forestry & Fisheries, Pretoria, South Africa
[19] Bermuda Inst Ocean Sci, Educ Dept, St George, Bermuda
[20] Divers Aquat, Alexandria, VA USA
[21] Lindblad Expedit, Expedit Dept, Seattle, WA USA
[22] CoLAB ATLANTIC, Cascais, Portugal
[23] Harvard Univ, Organism & Evolutionary Biol, Cambridge, MA USA
[24] Univ Porto, Lab Sistemas & Tecnol Subaquat, Porto, Portugal
[25] Kamehameha Sch, Honolulu, HI USA
[26] Univ Salford, Sch Sci Engineering & Environment, Manchester, Lancashire, England
[27] Bermuda Inst Ocean Sci, Marine Environm Program, St George, Bermuda
[28] Louisiana Univ Marine Consortium, Chauvin, LA USA
[29] Univ Louisiana Lafayette, Biol Dept, Lafayette, LA USA
基金
美国国家科学基金会; 美国海洋和大气管理局;
关键词
ocean exploration; marine science; technology; capacity development; artificial intelligence; machine learning; co-design; participatory design; SERVICES; WORLDS;
D O I
10.3389/fmars.2022.873700
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A minuscule fraction of the deep sea has been scientifically explored and characterized due to several constraints, including expense, inefficiency, exclusion, and the resulting inequitable access to tools and resources around the world. To meet the demand for understanding the largest biosphere on our planet, we must accelerate the pace and broaden the scope of exploration by adding low-cost, scalable tools to the traditional suite of research assets. Exploration strategies should increasingly employ collaborative, inclusive, and innovative research methods to promote inclusion, accessibility, and equity to ocean discovery globally. Here, we present an important step toward this new paradigm: a collaborative design study on technical capacity needs for equitable deep-sea exploration. The study focuses on opportunities and challenges related to low-cost, scalable tools for deep-sea data collection and artificial intelligence-driven data analysis. It was conducted in partnership with twenty marine professionals worldwide, covering a broad representation of geography, demographics, and domain knowledge within the ocean space. The results of the study include a set of technical requirements for low-cost deep-sea imaging and sensing systems and automated image and data analysis systems. As a result of the study, a camera system called Maka Niu was prototyped and is being field-tested by thirteen interviewees and an online AI-driven video analysis platform is in development. We also identified six categories of open design and implementation questions highlighting participant concerns and potential trade-offs that have not yet been addressed within the scope of the current projects but are identified as important considerations for future work. Finally, we offer recommendations for collaborative design projects related to the deep sea and outline our future work in this space.
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页数:17
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