Intelligent Sensor Platforms as Sustainable Competitive Intelligence Systems for Strategic Natural Resource Management
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Palabras clave

Internet of Things
IoT
Ecology
Energy efficiency
Environmental and economic modelling
Sustainable use of resources
Development of coastal destinations
Maritime areas

Cómo citar

Ovcharenko, R., Reznichenko , V., Kyrylenko , S., Akhromkin, I., & Forkun, Y. (2026). Intelligent Sensor Platforms as Sustainable Competitive Intelligence Systems for Strategic Natural Resource Management. Journal of Sustainable Competitive Intelligence , 16, e0663. https://doi.org/10.37497/eagleSustainable.v16i.663

Resumen

Purpose: To examine the role of Internet of Things (IoT) technologies in enhancing environmental monitoring and enabling the precise management of natural resources within sustainability frameworks.

Methodology/approach: The study employs a systematic review of scientific literature, case study analysis, and general scientific methods (analysis, synthesis, induction, deduction), combined with a comparative assessment of IoT platforms, sensor types, software tools, and policy documents at national and European levels.

Originality/Relevance: The research emphasizes the integrated use of IoT sensors, cloud computing, and data analytics as a holistic mechanism for real-time environmental monitoring and evidence-based decision-making.

Key findings: IoT-based systems allow continuous monitoring of environmental indicators, early detection of risks, and improved data accuracy. Cloud technologies enhance storage and processing, while machine learning increases predictive capabilities. Nonetheless, adoption remains limited due to high costs, lack of standardization, and infrastructure constraints.

Theoretical/methodological contributions: The study systematizes the application of IoT in environmental management, demonstrating its potential to advance eco-innovation, optimize resource allocation, and support the development of effective environmental policies and governance strategies.

https://doi.org/10.37497/eagleSustainable.v16i.663
PDF (English)

Citas

Bielialov, T., Kalina, I., Goi, V., Kravchenko, O., & Shyshpanova, N. (2023). Global experience of digitalization of economic processes in the context of transformation. Journal of Law and Sustainable Development, 11(3), e0814. https://doi.org/10.55908/sdgs.v11i3.814

Bilovus, A., & Tolstousova, O. (2018). Using the Internet of Things for Environmental Monitoring. https://repository.kpi.kharkov.ua/server/api/core/bitstreams/f496ea63-cbc7-4f41-a87b-f7d203582eb7/content

Boiarynova, K. O., & Bychkovska, A. A. (2020). Problems and prospects of introducing environmental innovations at enterprises. Entrepreneurship and Innovation, 14, 19–24. https://doi.org/10.37320/2415-3583/14.4

Bharati, M. S. S., & Soma, V. R. (2021). Flexible SERS substrates for hazardous materials detection: recent advances. Opto-Electronic Advances, 4(11), 210048. https://doi.org/10.29026/oea.2021.210048

Dutchak, S., Opolska, N., Shchokin, R., Durman, O., & Shevtsiv, M. (2020). International aspects of legal regulation of information relations in the global internet network. Journal of Legal, Ethical and Regulatory Issues, 23(3), 1–7. https://www.abacademies.org/articles/international-aspects-of-legal-regulation-of-information-relations-in-the-global-internet-network-9305.html.

Horbal, N. I., & Plish, I. V. (2021). Circular business models for sustainable development of Ukrainian enterprises. Bulletin of Lviv Polytechnic National University. Series “Problems of Economics and Management”, 5(1), 15–29. https://doi.org/10.23939/semi2021.01.015

Ighalo, J. O., Adeniyi, A. G., & Marques, G. (2020). Internet of things for water quality monitoring and assessment: a comprehensive review. Artificial intelligence for sustainable development: theory, practice and future applications, 912, 245–259. Springer, Cham. https://doi.org/10.1007/978-3-030-51920-9_13

Illiashenko, S. M., Shypulina, Yu. S., & Illiashenko, N. S. (2022). Marketing-based management of ecologically oriented innovation development strategies in the post-war period: national and international aspects. Marketing and digital technologies, 6(4), 47–60. https://doi.org/10.15276/mdt.6.3.2022.5

Jiang, D. (2020). The construction of a smart city information system based on the Internet of Things and cloud computing. Computer Communications, 150, 158–166. https://doi.org/10.1016/j.comcom.2019.10.035

Kalina, I., Novykov, D., Leszczynski, V., Lavrukhina, K., Kukhta, P., & Nitsenko, V. (2022). Entrepreneurial structures of the extractive industry: foreign experience in environmental protection. Scientific Bulletin of the National Mining University, (5), 136–141. https://doi.org/10.33271/nvngu/2022-5/136

Kharchenko, T. B. (2021). Environmental innovation activity as a basis for sustainable development. Scientific notes of Vernadsky TNU: Series “Economics and Management”, 32(71), 26–31. https://doi.org/10.32838/2523-4803/71-1-4

Khatniuk, N., Shestakovska, T., Rovnyi, V., Pobiianska, N., & Surzhyk, Y. (2023). Legal principles and features of artificial intelligence in the provision of legal services. Journal of Law and Sustainable Development, 11(5), e01173. https://doi.org/10.55908/sdgs.v11i5.1173

Koblianska, I. I., Kovalova, O. M., Koblianskaia, Y. Y., & Kovaleva, O. M. (2021). Planning innovations with environmental aspects in mind: an overview of modern software products. Market Infrastructure, 58, 46–51. https://doi.org/10.32843/infrastruct58-9

Kok, I., Guzel, M., & Ozdemir, S. (2021). Recent trends in air quality prediction: An artificial intelligence perspective. In: Intelligent environmental data monitoring for pollution management. (pp. 195–221). Elsevier. https://doi.org/10.1016/b978-0-12-819671-7.00008-7

Komchatnykh, O. V. (2021). Environmental innovations as a tool for sustainable development of transport enterprises. Economic Space, 171, 32–36. https://doi.org/10.32782/2224-6282/171-5

Kosovych, B. I. (2021). Ecologisation as a direction of innovative development of entrepreneurship. Entrepreneurship and Innovation, 17, 60–65. https://doi.org/10.37320/2415-3583/17.12

Kovalenko, O. (2023). Conversation of the Internet of Things and systems of situation management. Mathematical Machines and Systems, 3, 89–103. https://doi.org/10.34121/1028-9763-2023-3-89-103

Kovtonyuk, D., Serdyuk, M., Kozachenko, O., Babich, O., & Zhuravska, N. (2023). Direction of development of synergy of ecology and information systems. Sworld-Us Conference proceedings, 1, 65–69. https://doi.org/10.30888/2709-2267.2023-21-01-030

Lüdeke-Freund, F. (2020). Sustainable entrepreneurship, innovation, and business models: Integrative framework and propositions for future research. Business Strategy and the Environment, 29(2), 665–681. https://doi.org/10.1002/bse.2396

Malik, P. K., Sharma, R., Singh, R., Gehlot, A., Satapathy, S. C., Alnumay, W. S., & Nayak, J. (2021). Industrial Internet of Things and its applications in industry 4.0: State of the art. Computer Communications, 166, 125–139. https://doi.org/10.1016/j.comcom.2020.11.016

Manko, K. Ye., & Hanshyn, D. H. (2023). Environmental monitoring. In: Problems and prospects of implementation and implementation of interdisciplinary scientific achievements: materials of the V International scientific conference (Ivano-Frankivsk, June 9, 2023). (pp. 130–134). Vinnytsia: European scientific platform. https://openarchive.nure.ua/server/api/core/bitstreams/512543f5-3f81-40e3-a47c-ba9d31e23f30/content

Nižetić, S., Šolić, P., Gonzalez-De, D. L. D. I., & Patrono, L. (2020). Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future. Journal of cleaner production, 274, 122877. https://doi.org/10.1016/j.jclepro.2020.122877

Okafor, N. U., Alghorani, Y., & Delaney, D. T. (2020). Improving data quality of low-cost IoT sensors in environmental monitoring networks using data fusion and machine learning approach. ICT Express, 6(3), 220–228. https://doi.org/10.1016/j.icte.2020.06.004

Potwora, M., Zakryzhevska, I., Mostova, A., Kyrkovskyi, V., & Saienko, V. (2023). Marketing strategies in E-commerce: personalized content, recommendations, and increased customer trast. Financial and Credit Activity: Problems of Theory and Practice, 5(52), 562–573. https://doi.org/10.55643/fcaptp.5.52.2023.4190

Sabadash, V. (2025). Innovations in Oil Products Remediation. In: Studies in Systems, Decision and Control. (pp. 257–279). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-76650-3_14

Salam, A. (2019). Internet of Things for environmental sustainability and climate change. Internet of Things for sustainable community development: Wireless communications, sensing, and systems. (pp. 33–69). Springer, Cham. https://doi.org/10.1007/978-3-030-35291-2_2

Shahzad, U. (2020). Environmental taxes, energy consumption, and environmental quality: Theoretical survey with policy implications. Environmental Science and Pollution Research, 27, 24848–24862. https://doi.org/10.1007/s11356-020-08349-4

Shao, S., Hu, Z., Cao, J., Yang, L., & Guan, D. (2020). Environmental regulation and enterprise innovation: a review. Business strategy and the environment, 29(3), 1465–1478. https://doi.org/10.1002/bse.2446

Singh, R., Gehlot, A., Akram, S. V., Thakur, A. K., Buddhi, D., & Das, P. K. (2022). Forest 4.0: Digitalisation of forest using the Internet of Things (IoT). Journal of King Saud University-Computer and Information Sciences, 34(8), Part B, 5587–5601. https://doi.org/10.1016/j.jksuci.2021.02.009

Suchek, N., Fernandes, C. I., Kraus, S., Filser, M., & Sjögrén, H. (2021). Innovation and the circular economy: A systematic literature review. Business Strategy and the Environment, 30(8), 3686–3702. https://doi.org/10.1002/bse.2834

Sunny, A. I., Zhao, A., Li, L., & Sakiliba, S. K. (2020). Low-cost IoT-based sensor system: A case study on harsh environmental monitoring. Sensors, 21(1), 214. https://doi.org/10.3390/s21010214

Ullo, S. L., & Sinha, G. R. (2020). Advances in smart environment monitoring systems using IoT and sensors. Sensors, 20(11), 3113. https://doi.org/10.3390/s20113113

Vlasenko, O., & Maistruk, V. (2023). Linguistic Strategies for Professional Politeness Among Aspiring Managers: An Analysis of Organizational Psycholinguistics. East European Journal of Psycholinguistics, 10(1), 266–280. https://doi.org/10.29038/eejpl.2023.10.1.vla

Zhao, D., Wang, J., Jiang, X., Zhen, J., Miao, J., Wang, J., et al. (2022). Reflectance spectroscopy for assessing heavy metal pollution indices in mangrove sediments using XGBoost method and physicochemical properties. Catena, 211, 105967. https://doi.org/10.1016/j.catena.2021.105967

Zinchenko, M., & Filenko, O. (2020). Environmental innovations as a factor in achieving sustainable development of society. Integrated technologies and energy saving, 4, 90–98. https://doi.org/10.20998/2078-5364.2020.4.09

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