Propelling drones as an avenue for sustainable governance among vulnerable coastal Small-Scale Fisheries (SSF) communities: an evidence-based study

Isaac Lukambagire , Baker Matovu , Amabile Manianga , Rao R. Bhavani

Anthropocene Coasts ›› 2026, Vol. 9 ›› Issue (1) : 14

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Anthropocene Coasts ›› 2026, Vol. 9 ›› Issue (1) :14 DOI: 10.1007/s44218-025-00098-6
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Propelling drones as an avenue for sustainable governance among vulnerable coastal Small-Scale Fisheries (SSF) communities: an evidence-based study
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Abstract

The importance of small-scale fisheries (SSF) for sustainable livelihoods and fish supply chains, especially in the global south, cannot be underestimated. However, in fisheries management, the role of small-scale fisherfolk is increasingly sidelined compared to that of commercial fisherfolk. With the increasing environmental shocks and human-induced pressures that have led to stock declines, novel approaches toward sustainable fisheries practices are needed. Emerging technologies, such as drones, are being proposed as a bridge to this in several regions. However, among SSF, drone applications, legal acceptability, and knowledge are still limited. In this study, a bibliometric analysis of 2485 documents and participant interactions with 48 fisherfolk in Alappad in Kerala, India, were conducted to: (i) identify the state of SSF, including the sustainable practices or technologies, (ii) address the challenges limiting the sustainable shift toward sustainable practices and technologies such as drones, (iii) document the relevance of drones in sustainability transformations, and (iv) develop components that can aid the development and operationalizations of drones among SSF. The findings revealed that SSF crucially drives the coastal communities’ food chain and sustains livelihoods. However, SSF are increasingly experiencing sustainability concerns, which are worsened by legal bottlenecks toward the use of drones. In areas where drones are utilized, they provide innumerable sustainability benefits. However, among artisanal fisherfolk in Alappad, drone use has not been leveraged. Nevertheless, artisanal fisherfolk's perceptions towards the use of drones for sustainability are becoming more positive. To tap into and sustain the emerging transformational capabilities and possibilities of using drones, we developed a roadmap consisting of fourteen components that can guide the suitable drone designs and operational needs for use among SSF. As positive attitudes and possibilities toward drone use are emerging, drone technological innovations that consider the abilities, potential, and capacities of small-scale fisherfolk should be emphasized.

Keywords

Small-scale fisherfolk / Marine and coastal fishing / Drones / Sustainability challenges and governance / Global South / Alappad-India / Bibliometric analysis

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Isaac Lukambagire, Baker Matovu, Amabile Manianga, Rao R. Bhavani. Propelling drones as an avenue for sustainable governance among vulnerable coastal Small-Scale Fisheries (SSF) communities: an evidence-based study. Anthropocene Coasts, 2026, 9(1): 14 DOI:10.1007/s44218-025-00098-6

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References

[1]

Allison EH, Ellis F. The livelihoods approach and management of small-scale fisheries. Mar Policy. 2001, 25(5): 377-388.

[2]

Amadu I, Armah FA, Aheto DW, Adongo CA. A study on livelihood resilience in the small-scale fisheries of Ghana using a structural equation modelling approach. Ocean Coast Manag. 2021, 215. 105952

[3]

Andrew NL, Béné C, Hall SJ, Allison EH, Heck S, Ratner BD. Diagnosis and management of small-scale fisheries in developing countries. Fish Fish. 2007, 8(3): 227-240.

[4]

Behivoke F, Etienne MP, Guitton J, Randriatsara RM, Ranaivoson E, L´eopold M. Estimating fishing effort in small-scale fisheries using GPS tracking data and random forests. Ecological Indicators. 2021, 123: 1-7.

[5]

Béné C, Hersoug B, Allison EH. Not by rent alone: analyzing the pro-poor functions of small-scale fisheries in developing countries. Dev Policy Rev. 2010, 28(3): 325-358.

[6]

Bennett E. The challenges of managing small-scale fisheries in West Africa. CEMARE Report. 2002, 7334: 61https://www.issuelab.org/

[7]

Christiani P, Claes J, Sandnes E, Stevens A (2019) Precision fisheries: Navigating a sea of troubles with advanced analytics. McKinsey Insights 4:1–14. https://www.mckinsey.com/industries/agriculture/our-insights/precision-fisheries-navigating-a-sea-of-troubles-with-advanced-analytic. Accessed 04 May 2024

[8]

Chuenpagdee R, Rocklin D, Bishop D, Hynes M, Greene R, Lorenzi MR, Devillers R. The global information system on small-scale fisheries (ISSF): a crowdsourced knowledge platform. Mar Policy. 2019, 101158-166.

[9]

Coro G, Bove P, Armelloni EN, Masnadi F, Scanu M, Scarcella G. Filling gaps in trawl surveys at sea through spatiotemporal and environmental modelling. Front Mar Sci. 2022, 9(919339): 1-17.

[10]

De Keukelaere, L., Moelans, R., Knaeps, E., Sterckx, S., Reusen, I., De Munck, D., ... & Tyler, A. (2023). Airborne drones for water quality mapping in inland, transitional and coastal waters—MapEO water data processing and validation. Remote Sensing 15(5):1345. https://doi.org/10.3390/rs15051345

[11]

De K, Sautya S, Dora GU, Gaikwad S, Katke D, Salvi A. Science of the total environment mangroves in the “plasticene”: High exposure of coastal mangroves to anthropogenic litter pollution along the Central-West coast of India. Sci Total Environ. 2023, 858: 1-18.

[12]

Drenkard EJ, Stock C, Ross AC, Dixon KW, Adcroft A, Alexander M, Balaji V, Bograd SJ, Butenschön M, Cheng W, Curchitser E, Di Lorenzo E, Dussin R, Haynie AC, Harrison M, Hermann A, Hollowed A, Holsman K, Holt J, Wang M. Next-generation regional ocean projections for living marine resource management in a changing climate. ICES J Mar Sci. 2021, 78(6): 1969-1987.

[13]

Enguehard RA, Devillers R, Hoeber O. Comparing interactive and automated mapping systems for supporting fisheries enforcement activities – a case study on vessel monitoring systems (VMS). J Coast Conserv. 2013, 17: 105-119.

[14]

Fabinyi M, Belton B, Dressler WH, Knudsen M, Adhuri DS, Aziz AA, Abdul Aziz Ammar, Akber Md. Ali, Kittitornkool Jawanit, Kongkaew Chaturong, Marschke Melissa, Pido Michael, Stacey Natasha, Steenbergen DirkJ., Vandergeest P. Coastal transitions: Small-scale fisheries, livelihoods, and maritime zone developments in Southeast Asia. J Rural Stud. 2022, 91: 184-194.

[15]

FAO (2024) Developing and implementing a National Plan of Action for Small-Scale Fisheries. A manual in support of the implementation of the Voluntary Guidelines for Securing Sustainable Small-Scale Fisheries in the Context of Food Security and Poverty Eradication. Rome. https://doi.org/10.4060/cc9781en

[16]

FAO (2022a) Food and Agriculture Organization of the United Nations: The State of World Fisheries and Aquaculture: Towards Blue Transformation. Rome, FAO. https://doi.org/10.4060/cc0461en

[17]

FAO (2022b) Report on the Status of Artisanal Fisheries in the Philippines: International Year of Artisanal Fisheries and Aquaculture. Rome, Italy. www.fao.org

[18]

FAO. Small-scale fisheries and the human right to adequate food – making the connection: exploring synergies in the implementation of the SSF guidelines and the right to food guidelines. Rome. 2021.

[19]

FAO. The state Food and Agriculture: Revealing the true cost of food to transform agrifood systems. 2023, Rome, Italy, FAO

[20]

Franz N, Smith S, Gutierrez N, Vannuccini S, Westlund L, Basurto X, Virdin JW, Mills D. Illuminating hidden harvests the contributions of small-scale fisheries to sustainable development. 2023, Rome, Italy, Food and Agriculture Organization of the United Nations (FAO)

[21]

Food and Agriculture Organization of the United Nations (2020) The state of world fisheries and aquaculture 2020: Sustainability in action. FAO. https://doi.org/10.4060/ca9229en

[22]

Fujita R. The assessment and management of data-limited fisheries: future directions. Mar Policy. 2021, 133: 1-4.

[23]

Han Y, Huang J, Ling F, Qiu J, Liu Z, Li X, Chang Cun, Chi H. Dynamic mapping of inland freshwater aquaculture areas in Jianghan Plain, China. IEEE J Sel Top Appl Earth Obs Remote Sens. 2023.

[24]

Harding S, Marama K, Breckwoldt A, Matairakula U, Fache E. Marine resources and their value in Kadavu. Fiji. Ambio. 2022, 51(12): 2414-2430.

[25]

Hellmrich LS, Saunders BJ, Parker JRC, Goetze JS, Harvey S. Estuarine, Coastal and Shelf Science Stereo-ROV surveys of tropical reef fishes are comparable to stereo-DOVs with reduced behavioral biases. Estuar Coast Shelf Sci. 2023, 281(108210): 1-10.

[26]

IOC-UNESCO (2022) State of the Ocean Report, pilot edition. Paris, IOC-UNESCO. (IOC Technical Series, 173). http://creativecommons.org/licenses/by-sa/3.0/igo

[27]

Jeyasanta KI, Laju RL, Patterson J, Jayanthi M, Bilgi DS, Sathish N, Edward JKP. Science of the Total Environment Microplastic pollution and its implicated risks in the estuarine environment of Tamil Nadu. India Science of the Total Environment. 2023, 861(160572): 1-15.

[28]

Kosamu IB. Conditions for sustainability of small-scale fisheries in developing countries. Fish Res. 2015, 161: 365-373.

[29]

Kurien, J., & Willmann, R. (2009). Special considerations for small‑scale fisheries management in developing countries. In K. L. Cochrane & S. M. Garcia (Eds.), A Fishery Manager’s Guidebook:Management measures and their application (2nd ed., Technical Paper No. 424, pp. 404–424). Food and Agriculture Organization of the United Nations; Wiley‑Blackwell

[30]

Lant MJ, Ogle DH, Feiner ZS, Sass GG. A comparison of fish catch rates among local, non-local, and non-resident anglers of three northern Wisconsin lakes. Fish Res. 2022, 250: 1-9.

[31]

Lubchenco J, and Haugan PM (2023) The Blue Compendium: From Knowledge to Action for a Sustainable Ocean Economy. Springer. ISBN 978–3–031–16276–3. https://doi.org/10.1007/978-3-031-16277-0

[32]

Lukambagire I, Agrah T, von Lieres JS, Matovu B, Bhavani RR (2024) Fishermen's attitudes towards drone use for sustainable fishing in a coastal community in Kerala, India: An exploratory qualitative study. Sustainable Futures, 7, 100225. https://doi.org/10.1016/j.sftr.2024.100225

[33]

Lukambagire I, Bhavani RR, & von Lieres JS (2022) Aerial Drone Use for Sustainable Development in India–A Content Blog Analysis. In 2022 IEEE Conference on Technologies for Sustainability (SusTech) pp. 31–38. IEEE. https://doi.org/10.1109/SusTech53338.2022.9794169

[34]

Lukambagire I, Matovu B, Alkoyak-Yildiz M, Remya SN, Sarfo I. Relevance of Data Analytics in Sustainable Fisheries Management: An Evidence-Based Study. Acta Scientiarum Polonorum. Formatio Circumiectus. 2023, 22(4): 49-74.

[35]

Matovu B, Alkoyak-Yildiz M, Lukambagire I, Etta LA, Bbira Y, Nuwategeka E (2024c) Using a Systems Thinking Approach to Increase Coastal Community Resilience against Environmental Shocks: A Case Study of Valiathura Coastal Area, India. Acta Scientiarum Polonorum. Formatio Circumiectus 23(1):3–18. https://doi.org/10.15576/ASP.FC/2024.23.1.01

[36]

Matovu B, Brouwer F, Bleischwitz R, Aljanabi F, Alkoyak-Yildiz M (2024d) Resource nexus perspectives in the Blue Economy of India: The case of sand mining in Kerala. Environ Sci Policy 151. https://doi.org/10.1016/j.envsci.2023.103617

[37]

Matovu B, Raimy ME. Integrating the climate change migration paradox into the maritime jurisdiction of small island developing countries (SIDs). KMI Int J Marit Aff Fish. 2022, 14(2): 133-161.

[38]

Matovu B, Lukambagire I, Mwabvu B, Manianga A, Alkoyak-Yildiz M, Niranjanaa S, Jabbi B, Etta LA. Co-Designing Transformative Ocean Sustainability Narratives to Address Complex Human-Environmental Challenges Facing Coastal Fisherwomen: An Evidence-Based Study. Environ Challenges. 2024.

[39]

Matovu B, Sarfo I, Bbira Y, Yeboah E, Muhoozi Y, Lukambagire I. Navigating through Complexity by Profiling the Main Threats to Sustainable Tropical Wetlands Management and Governance: A Case Study of Mityana District. Uganda Discover Environment. 2024, 2(1): 1-23.

[40]

Matovu, B., Sarfo, I., Darko, G., & Bi, S. (2019). Loss of wetland resources in Uganda: The case of Lake Wamala in Mityana District. International Research Journal of Public and Environmental Health, 6(8), 170–190. https://doi.org/10.15739/irjpeh.19.021

[41]

Mim TA, Kathiravan C, Maniam B. The 50-year-old oil crisis and its impact on the global economy: a bibliometric analysis. Int J Energy Econ Policy. 2024, 14(4): 81-91.

[42]

Moretti F, Vliet LV, Bensing J, Deledda G, Mazzi M, Rimondini M, Zimmermann C, Fletcher I. A standardized approach to qualitative content analysis of focus group discussions from different countries. Patient Educ Couns. 2011, 82(3): 420-428.

[43]

Nayak PK, Oliveira LE, Berkes F. Resource degradation, marginalization, and poverty in small-scale fisheries: threats to social-ecological resilience in India and Brazil. Ecol Soc. 2014.

[44]

Neumann LW (2014) Social Research Methods: Qualitative and Quantitative Approaches (7th ed.). https://doi.org/10.2307/3211488

[45]

Noelia RSG, Berger CE, Bajo JM, Revollo SNV, Delrieux CA, Pazos BA, Nelly S, Antonelli ME, Ajis BJJ, Julian B. Agroproductive Data Information by Remote Sensing: Applied to the Bahia Blanca Cereal and Products Exchange Region. 2021 19th Workshop on Information Processing and Control. RPIC. 2021, 2021: 1-6.

[46]

Partelow S, Schlüter A, Ban NC, Batterbury S, Bavinck M, Bennett NJ, ... & Villasante S (2023).Five social science intervention areas for ocean sustainability initiatives. npj Ocean Sustainability 2(1):24. https://doi.org/10.1038/s44183-023-00032-8

[47]

Platteau JP. The dynamics of fisheries development in developing countries: a general overview. Dev Chang. 1989, 20(4): 565-597.

[48]

Pomeroy RS. Managing overcapacity in small-scale fisheries in Southeast Asia. Mar Policy. 2012, 36(2): 520-527.

[49]

Prasad G, Rajesh R, Arun K (2020) Land use pattern as an indicator of sustainability: A case study. In Proceedings of the 10th Annual International Conference on Industrial Engineering and Operations Management (pp. [insert page numbers if available]). IEOM Society International.

[50]

Purcell SW, Pomeroy RS. Driving small-scale fisheries in developing countries. Front Mar Sci. 2015, 2. 44

[51]

Sarfo I, Qiao J, Effah NAA, Djan MA, Puplampu DA, Batame M, Ayelazuno RA, Yeboah E, Allotey MK, Zhu X (2025) A bibliometric analysis of China’s rural revitalization paradox: opportunities for collaboration, social innovation and global development. Environ Dev Sustain 27, 9629–9671. https://doi.org/10.1007/s10668-023-04302-w

[52]

Santoso A, Yonvitner Akmal SG (2021) Length-based-spawning potential ratio (LB-SPR) model for estimating successful adaptation of invasive crayfish (Cherax quadricarinatus, Morten) in Java. IOP Conference Series: Earth and Environmental Science 1–6. https://doi.org/10.1088/1755-1315/674/1/012028

[53]

Sebastian T, Sreenath KR, Paul M, Ranith R. Ecological Informatics Dwindling seagrasses: A multi-temporal analysis on Google Earth Engine. Eco Inform. 2023, 74(101964): 1-10.

[54]

Singh D (2016) mKRISHI ® Fisheries: A case study on Early Warning System (EWS) for Disaster Communication and Management. 2016 IEEE International Symposium on Technology and Society (ISTAS) 1–6. https://doi.org/10.1109/ISTAS.2016.7764280

[55]

Sowman M. Subsistence and small-scale fisheries in South Africa: a ten-year review. Mar Policy. 2006, 30(1): 60-73.

[56]

Spalding AK, Grorud-Colvert K, Allison EH, Amon DJ, Collin R, de Vos A, ... & Thurber RV (2023) Engaging the tropical majority to make ocean governance and science more equitable and effective. npj Ocean Sustainability, 2(1):8. https://doi.org/10.1038/s44183-023-00015-9

[57]

Teh LCL, Pauly D. Who brings in the fish? The relative contribution of small-scale and industrial fisheries to food security in Southeast Asia. Front Mar Sci. 2018, 5. 44

[58]

Teh LC, Teh LS, Abe K, Ishimura G, Roman R. Small-scale fisheries in developed countries: looking beyond developing country narratives through Japan’s perspective. Mar Policy. 2020, 122. 104274

[59]

Tickler D, Meeuwig JJ, Palomares ML, Pauly D, Zeller D. Far from home: distance patterns of global fishing fleets. Sci Adv. 2018, 4(8. eaar3279

[60]

Tilley A, Lopes JDR, Wilkinson SP. PeskAAS: a near-real-time, open-source monitoring and analytics system for small-scale fisheries. PLoS One. 2020, 1511): 1-11.

[61]

Trudeau A, Dassow CJ, Iwicki CM, Jones SE, Sass GG, Solomon CT, Poorten BTV, Jensen OP. Estimating fishing effort across the landscape: a spatially extensive approach using models to integrate multiple data sources. Fish Res. 2021, 233: 1-12.

[62]

UNCTAD (2022). United Nations Commission on Trade and Development: Towards a Harmonized International Trade Classification for the Development of Sustainable Ocean-Based Economies. ISBN: 978–92–1–112995–3 United Nations Publications, New York. https://shop.un.org/

[63]

UN (2023). United Nations: Global Sustainable Development Report (GSDR) 2023. www.sdgs.un.org

[64]

Wang C, Li Z, Wang T, Xu X, Zhang X, Li D. Intelligent fish farm—the future of aquaculture. Aquacult Int. 2021, 29: 2681-2711.

[65]

World Bank (2010). The Hidden Harvests the global contribution of capture fisheries. World Bank’s Program on Sustainable Fisheries (PROFISH), FAO and WorldFish Center, Washington DC, USA. http://www.worldbank.org/fish

[66]

WorldFish (2023). The Fisheries Co-Management Guidebook: Emerging Research for the Effective Management of Small-Scale Fisheries. WorldFish, https://cgspace.cgiar.org/handle/10568/132312

[67]

Wu D, Li R, Zhang F, Liu J. A review on drone-based harmful algae blooms monitoring. Environ Monit Assess. 2019, 191: 1-11.

[68]

Wu Y, Chen X, Wen L, Li Z, Peng M, Wu H, Xie L. Science of the Total Environment Linking human activity to spatial accumulation of microplastics along mangrove coasts. Sci Total Environ. 2022, 825: 1-11.

[69]

Xi M, Rahman A, Nguyen C, Arnold S, Mcculloch J. Aquacultural Engineering Smart headset, computer vision, and machine learning for efficient prawn farm management. Aquacultural Eng. 2023, 102(102339): 1-11https://doi.org/0.1016/j.aquaeng.2023.102339

[70]

Zhang Y, Jing W, Deng Y, Zhou W, Yang J, Li Y, Cai Yanpeng, Hu Yiqiang, Peng Xiaoyan, Lan Wenlu, Peng Mengwei, Tang Y. Water quality parameters retrieval of coastal mariculture ponds based on UAV multispectral remote sensing. Front Environ Sci. 2023, 11. 1079397

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