Abstract
An unmanned surface vehicle (USV) with a fish attraction lamp was developed to assist in the nighttime operations of a Japanese purse seine fishery. The USV weighs about 15 kg, is equipped with a 200 W underwater light-emitting diode (LED), and can be radio-controlled to move on the sea surface. The purse seiner shoots a net to surround the lighting boat to catch fish gathered by fish attraction lamps. The USV was deployed on the sea surface from the purse seiner during the net-hauling operation and replaced the lighting boat to continue fish attraction after shooting the net. The time required for each operation using the USV and conventional lighting boat operations was compared, and it was found that the time required for the lighting boat for fish attraction after shooting the net was reduced by about 10 min per haul when the USV was used. On the other hand, the time required by the purse seiner to shoot and haul the net and the catch amount did not change. The USV can contribute to time savings in operation and safety improvements in the purse seine fishery.
Similar content being viewed by others
References
Bradburn MJ, Keller AA (2015) Impact of light on catch rates of four demersal fish species during the 2009–2010 US west coast groundfish bottom trawl survey. Fish Res. https://doi.org/10.1016/j.fishres.2014.11.010
Brehmer P, Sancho G, Trygonis V, Itano D, Dalen J, Fuchs A, Faraj A, Taquet M (2019) Towards an autonomous pelagic observatory: experiences from monitoring fish communities around drifting FADs. Thalassas. https://doi.org/10.1007/s41208-018-0107-9
Choi S, Nakamura Y (2003) Analysis of the optimum light source output and lighting management in coastal squid jigging boat. Fish Eng. https://doi.org/10.18903/fisheng.40.1_39. (in Japanese with English abstract)
Diruit W, Le Bris A, Bajjouk T, Richier S, Helias M, Burel T, Lennon M, Guyot A, Ar Gall E (2022) Seaweed habitats on the shore: Characterization through hyperspectral UAV imagery and field sampling. Remote Sens. https://doi.org/10.3390/rs14133124
Ebrahimi SH, Ossewaarde M, Need A (2021) Smart Fishery: A systematic review and research agenda for sustainable fisheries in the age of AI. Sustainability. https://doi.org/10.3390/su13116037
Goodenough AE, Hart AG, Stafford R (2012) Regression with empirical variable selection: description of a new method and application to ecological datasets. PLoS ONE. https://doi.org/10.1371/journal.pone.0034338
Goto T, Izumisawa H, Oikawa T (2021) A case study on the swimming depth of Pacific bluefin tuna Thunnus orientalis during the hauling of a bag net based on underwater observation using ROV in setnets off Sanriku, Pacific coast of northeastern Japan. Nippon Suisan Gakkaishi. https://doi.org/10.2331/suisan.20-00051. (in Japanese)
Hafeez A, Husain MA, Singh SP, Chauhan A, Kha MT, Kumar N, Chauhan A, Soni SK (2022) Implementation of drone technology for farm monitoring & pesticide spraying: a review. Inform Process Agric. https://doi.org/10.1016/j.inpa.2022.02.002
Hancock J, Hart PJB, Antezana T (1995) Searching behaviour and catch of horse mackerel (Trachurus murphyi) by industrial purse-seiners. ICES J. https://doi.org/10.1006/jmsc.1995.0094
Hauge R, Pedersen G, Kolltveit E (2016) Fish finding with autonomous surface vehicles for pelagic fisheries. In: OCEANS 2016 MTS/IEEE Monterey. https://doi.org/10.1109/OCEANS.2016.7761206
Hodgson A, Kelly N, Peel D (2013) Unmanned aerial vehicles (UAVs) for surveying marine fauna: a dugong case study. PLoS ONE. https://doi.org/10.1371/journal.pone.0079556
Isa Y (1961) Astudy on effects of different kinds of fishing lamps. Nippon Suisan Gakkaishi. https://doi.org/10.2331/suisan.27.493. (in Japanese with English abstract)
Kehayias G, Bouliopoulos D, Chiotis N, Koutra P (2016) A photovoltaic-battery-LED lamp raft design for purse seine fishery: application in a large Mediterranean lake. Fish Res. https://doi.org/10.1016/j.fishres.2016.01.003
Kogure Y (2019) Utilization of drone in rural areas. IATSS Rev. https://doi.org/10.24572/iatssreview.44.2_124. (in Japanese with English abstract)
Kosaka Y, Oogidai I, Seitoh M, Tanaka J (2019) Development and operation of a unified fishing ground environmental information system “Uminavi@Aomori” to satisfy the fisherman needs. Fish Eng. https://doi.org/10.18903/fisheng.55.3_199. (in Japanese with English abstract)
Matheson C, Morrison S, Murphy E, Lwrie T, Ritchie L, Bond C (2001) The health of fishermen in the catching sector of the fishing industry: a gap analysis. Occup Med. https://doi.org/10.1093/occmed/51.5.305
Matsui H, Takayama G, Sakurai Y (2016) Physiological response of the eye to different colored light-emitting diodes in Japanese flying squid Todarodes pacificus. Fish Sci. https://doi.org/10.1007/s12562-015-0965-5
Matsushita Y, Azuno T (2012) Decision-making of net shooting based on gathered fish school size in a coastal purse seine fishery. Nippon Suisan Gakkaishi. https://doi.org/10.2331/suisan.78.878. (in Japanese with English abstract)
McHenry MP, Doepel D, Onyango BO, Opara UL (2014) Small-scale portable photovoltaic-battery-LED systems with submersible LED units to replace kerosene-based artisanal fishing lamps for Sub-Saharan African lakes. Renewe Energy. https://doi.org/10.1016/j.renene.2013.07.002
Nam H, An S, Kim CH, Park SH, Kim YW, Lim SH (2014) Remote monitoring system based on ocean sensor networks for offshore aquaculture. In: 2014 Oceans—St. John's. https://doi.org/10.1109/OCEANS.2014.7003046
Nguyen KQ, Winger PD (2019a) A trap with light-emitting diode (LED) lights: Evaluating the effect of location and orientation of lights on the catch rate of snow crab (Chionoecetes opilio). Aquacult Fis. https://doi.org/10.1016/j.aaf.2019.03.005
Nguyen KQ, Winger PD (2019b) Artificial light in commercial industrialized fishing applications: a review. Rev Fish Sci Aquacult. https://doi.org/10.1080/23308249.2018.1496065
Nguyen KQ, Tran PD, Nguyen LT, To PV, Morris CJ (2021) Use of light-emitting diode (LED) lamps in combination with metal halide (MH) lamps reduce fuel consumption in the Vietnamese purse seine fishery. Aquacult Fish. https://doi.org/10.1016/j.aaf.2020.07.011
Onaka K, Baba O (2016) Survey on the employment status of successors to the fishing industry. Norinchukin Research Institute Co. (in Japanese)
Otsuka T, Kitazawa Y, Ito T (2018) Proposal of a seawater temperature prediction algorithm for sustainable marine aquaculture. IPSJ J 59(2):4442–4449 (in Japanese with English abstract)
Rieucau G, Kiszka JJ, Castillo JC, Mourier J, Boswell KM, Heithaus MR (2018) Using unmanned aerial vehicle (UAV) surveys and image analysis in a study of large surface-associated marine species: a case study on reef sharks Carcharhinus melanopterus shoaling behavior. J Fish Biol. https://doi.org/10.1111/jfb.13645
Royakkers L, van Est R (2015) A literature review on new robotics: automation from love to war. Int J Soc Robot. https://doi.org/10.1007/s12369-015-0295-x
Saida N, Yamasaki Y, Matsukura K (2021) Accuracy of aerial application by UAV in paddy rice field. Shikoku J Crop Sci. https://doi.org/10.32307/csshikoku.58.0_8. (in Japanese)
Tosunoglu Z, Ceyhan T, Gulec O, Duzbastilar FO, Kaykac MH, Aydin C, Metin G (2021) Effect of lunar phases and other variables on CPUE of European pilchard, Sardina pilchardus, caught by purse seine in the eastern Mediterranean. Turk J Fish Aquat Sci. https://doi.org/10.4194/1303-2712-v21_6_03
Ubina NA, Cheng SC (2022) A review of unmanned system technologies with its application to aquaculture farm monitoring and management. Drones. https://doi.org/10.3390/drones6010012
Van Noy M (1995) Toward a systematic approach to safety in the commercial fishing industry. J Saf Res. https://doi.org/10.1016/0022-4375(94)00027-1
Vanhée L, Borit M, Santos JM (2018) Autonomous fishing vessels roving the seas: What multiagent systems have got to do with it. In: Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, pp1193–1197
Wada M, Yasui S, Saville R, Hatanaka K (2014) The development of a remote fish finder system for set-net fishery. In: 2014 Oceans—St. John's, St. John's, NL, Canada. https://doi.org/10.1109/OCEANS.2014.7003174
Wada M, Nishioka K (2017) Visualizing the drift of fishing gear using drone. In: OCEANS 2017—Anchorage, IEEE, Anchorage, pp1–4
Wanishi A (2019) Efforts of the red tide monitoring using sensors off Kasadoisland in the Seto Inland Sea. IPSJ Magazine 60(3):230–233 (in Japanese)
Wickens P (1994) Interactions between South African fur seals and the purse-seine fishery. Mar Mamm Sci. https://doi.org/10.1111/j.1748-7692.1994.tb00500.x
Yamada M, Watanabe K, Nambu R, Hoshikawa H, Fukuda H, Akino H, Kajihara R, Kuwahara H, Moriguchi A (2017) Large scale survey of seaweed bed using drone. Fish Eng. https://doi.org/10.18903/fisheng.54.2_121. (in Japanese with English abstract)
Yamashita Y, Matsushita Y, Azuno T (2012) Catch performance of coastal squid jigging boats using LED panels in combination with metal halide lamps. Fish Res. https://doi.org/10.1016/j.fishres.2011.10.011
Yoo SH, Ju YT, Kim JS, Kim EK (2020) Design and development of underwater drone for fish farm growth environment management. J Korea Inst Elec Comm Sci. https://doi.org/10.13067/JKIECS.2020.15.5.959. (in Korean with English abstract)
Yue K, Shen Y (2022) An overview of disruptive technologies for aquaculture. Aquac Fish. https://doi.org/10.1016/j.aaf.2021.04.009
Acknowledgements
This research was supported by the Nagasaki Industrial Promotion Foundation's FY2021 Ocean Technology Promotion Project and the Japanese Institute of Fisheries Infrastructure and Communities FY2022 Research Grant.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no potential conflicts of interest regarding the research, authorship, or publication of this article.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Supplementary file1 (MP4 67193 KB)
Supplementary file2 (MP4 38218 KB)
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Matsushita, Y., Onuma, A., Takeshita, C. et al. Unmanned surface vehicle (USV) with a fish attraction lamp to assist the purse seine operations. Fish Sci 90, 357–367 (2024). https://doi.org/10.1007/s12562-024-01755-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12562-024-01755-4