Economic models of smart farming integration into urban ecosystems
Abstract
The aim of the study was to analyse the economic models of smart farming integration into urban ecosystems and their impact on the recovery of territorial communities in Ukraine and the European Union. In the process, a detailed review of modern smart farming technologies and models, such as hydroponics, aquaponics, vertical farms, as well as Internet of Things systems for agricultural management, rooftop farms and agro-industrial parks, was carried out. The main results included a comparative analysis of the productivity of traditional and vertical farming. It showed that vertical farms outperform traditional agriculture in terms of yield (150.23 kg/m2 versus 4), water consumption (20 l/kg versus 250), and land use efficiency (0.0066 m2 /kg versus 0.25). In turn, the forecast for the IoT market in Europe showed a steady increase from USD 196.85 billion in 2025 to USD 284.26 billion in 2029, representing a compound annual growth rate of 9.62%. The results also indicated that investments in agricultural projects in the EU exceeded EUR 150 billion between 2015 and 2024, with Poland, the Czech Republic and Romania receiving the most funding, indicating a great potential for smart farming in these countries. Additionally, it was determined that regions in Ukraine with a high gross regional product (GRP), such as Kyiv (USD 9,268.5 million), Dnipro (USD 16,550.2 million) and Kharkiv (USD 10,494.4 million), have a greater potential for the introduction of smart farming technologies due to their high economic potential and infrastructure development. The practical significance of the study is to substantiate the effectiveness of the introduction of smart farming technologies to increase agricultural productivity, optimise resource use and promote the economic development of urban agro-systems
Keywords
agricultural innovation; sustainable development; digitalisation of agriculture; hydroponics and aquaponics; Internet of things
- Abbas, M., Abbas, G., Jaffery, S., Chuanqiang, Z., Yunxia, L., Gaoping, Z., Hashmi, A.H., Fatima, F., Khan, J., Farah, H., & Xihe, L. (2025). Smart dairy farming: Enhanced efficiency, productivity and animal welfare through the internet of things and cloud integration. Journal of Animal and Plant Sciences, 35(1), 18-35. doi: 10.36899/ JAPS.2025.1.0002.
- Abdelfatah, M.T. (2025). Vertical urban oases: An approach for urban compaction. Alexandria: Alexandria University.
- Akintuyi, O.B. (2024). Vertical farming in urban environments: A review of architectural integration and food security. Open Access Research Journal of Biology and Pharmacy, 10(2), 114-126. doi: 10.53022/ oarjbp.2024.10.2.0017.
- Bakhar, M., & Evanita, E. (2021). Literature mapping on IoT integration and smart city: Bibliometric analysis and socio-economic impact. West Science Interdisciplinary Studies, 2(10), 1866-1878. doi: 10.58812/wsis. v2i10.1328.
- Bakirov, K., Tussupov, J., Tultabayeva, T., Makangali, K., Abdikerimova, G.B., & Yessenova, M. (2024). Advances in the design and optimization of smart irrigation systems for sustainable urban vertical farming. Scientific Journal of Astana IT University, 20, 76-90. doi: 10.37943/20NNYR9391.
- Berxolli, A., Potryvaieva, N., Dovgal, O., Kuzoma, V., & Pavliuk, S. (2023). Innovation in Ukrainian agriculture to mitigate the impact of invasion. International Journal of Environmental Studies, 80(2), 307-313. doi: 10.1080/00207233.2022.2160080.
- Chawla, H., Dhakad, A., & Meena, R. (2025). Eco-friendly approaches in horticulture. In M. Bharathi Raja, V.P. Santhi, I. Geethalakshmi & A. Singh (Eds.), Modern horticultural practices and applications (pp. 173-202). London: Textify Publishers.
- Dhanaraju, M., Chenniappan, P., Ramalingam, K., Pazhanivelan, S., & Kaliaperumal, R. (2022). Smart farming: Internet of Things (IoT)-based sustainable agriculture. Agriculture, 12(10), article number 1745. doi: 10.3390/ agriculture12101745.
- European Commission. (2025). ESIF 2014-2020 finance implementation details. Retrieved from https://surl.li/ pehwqw.
- Khan, N., Lau, T.C., & Tan, B.C. (2023). Adoption of smart urban farming to enhance social and economic wellbeing of elderly: A qualitative content analysis. Food Research, 7(5), 114-118. doi: 10.26656/fr.2017.7(5).460.
- Khan, N., Subbarao, A., Khan, S., & Siddika, A. (2024). Cultivating change: Empowering communities among elderly through social innovation and entrepreneurship in smart urban farming. Journal of Human Earth and Future, 5(3), 483-498. doi: 10.28991/HEF-2024-05-03-012.
- Kosinska, N. (2019). Innovative development of agricultural enterprises in the context of economic competition. Retrieved from https://www.pdau.edu.ua/sites/default/files/node/4753/rozhevaorhideya.pdf.
- Kuai, X., He, X., He, B., Liu, Y., Zhigang, Z., & Guo, R. (2024). Smart city ontology framework for urban data integration and governance applications. doi: 10.20944/preprints202410.2577.v1.
- Kueh Yung Shin, K., Ping, T.P., Goh Boon Ling, M., Chong, C.J., & Bolhassan, N.A. (2023). Smart grow – low-cost automated hydroponic system for urban farming. HardwareX, 17(1), article number e00498. doi: 10.1016/j. ohx.2023.e00498.
- Kunakh, O.M., Yorkina, N.V., Turovtseva, N.M., Bredikhina, J.L., Balyuk, J.O., & Golovnya, A.V. (2021). Effect of urban park reconstruction on physical soil properties. Ecologia Balkanica, 13(2), 57-73.
- Langendahl, P.-A. (2021). The politics of smart farming expectations in urban environments. Frontiers in Sustainable Cities, 3, article number 691951. doi: 10.3389/frsc.2021.691951.
- Malik, M., Shpykuliak, O., Kravchenko, S., Malik, L., & Yuzhykova, V. (2023). Development of farms in wartime conditions. Ekonomika APK, 30(1), 40-50. doi: 10.32317/2221-1055.202301040.
- Mishra, A. (2023). Smart urban farming: Potential and prospects. Farm Chronicle, 9(2), 7-8.
- Moghimi, F., & Asiabanpour, B. (2021). Economics of vertical farming: Quantitative decision model and a case study for different markets in the USA. doi: 10.21203/rs.3.rs-943119/v1.
- National Bank of Ukraine. (n.d.). Statistics of the external sector of Ukraine. Retrieved from https://bank.gov.ua/ ua/statistic/sector-external#1.
- One of the largest vertical farms in Ukraine was created in a bomb shelter in Dnipro – SuperAgronom. (2024). Retrieved from https://agri-gator.com.ua/2024/03/11/odnu-z-najbilshykh-vertykalnykh-ferm-v-ukrainistvoreno-v-bomboskhovyshchi-u-dnipri-superagronom/.
- Orbelyan, G. (2024). Socio-economic challenges for the urban ecosystem: Complex model of smart tourism and infrastructure. SocioEconomic Challenges, 8(4), 146-160. doi: 10.61093/sec.8(4).146-160.2024.
- Ostanaqulova, G.M. (2025). Digital neighborhoods and intelligent systems in smart urban development. Innovation Science and Technology, 1(2), 29-35. doi: 10.55439/IST/vol1_iss2/37.
- Pasupuleti, M.K. (2024). IoT-driven transformation: Advancing agriculture, smart cities, and digital security. In Smart IoT solutions: Revolutionizing agriculture, urban infrastructure, and cybersecurity (pp. 1-11). Cincinnati: National Education Services. doi: 10.62311/nesx/46059.
- Pereira de Sá, C., Pagani, R.N., Przybysz, A.L., Resende, D., & Souza, F. (2025). Towards the concept of smart municipality: Agribusiness model integrating rural and urban areas for organic food production: A review. Sustainability, 17(3), article number 1015. doi: 10.3390/su17031015.
- Polоviу, V., Kolesnyk, T., & Maiboroda, K. (2024). Assessment of the development of Lactuca sativa Batavia Aficion in hydroponic and aquaponic systems. Plant and Soil Science, 15(1), 41-51. doi: 10.31548/plant1.2024.41.
- Pradyumna, G.R., & Hegde, R. (2024). Enhancing blue-green infrastructure with smart technology: Cybersecurity and IoT integration in urban development. In S.K. Gupta, N. Maurya, F. Ahmad Malik & L. Razzak (Eds.), Integrating blue-green infrastructure into urban development (pp. 183-194). London: IGI Global. doi: 10.4018/979-8-36938069-7.ch009.
- Procházka, J., & Kubacova, A. (2024). Feasibility and impact of smart post boxes in sustainable urban ecosystems. In M.Z. Vizuete, M. Botto Tobar, S. Casillas, M. Naranjo Toro, A. Basantes Andrade, F. Pérez Carrasco & B. Durakovic (Eds.), Springer, applied engineering and innovative technologies (pp. 258-266). Cham: Sprimger. doi: 10.1007/978-3-031-70760-5_24.
- Raj, S., Sheel, S., Singh, R., Ashar, S., & Mohapatra, H. (2025). Securing smart cities: A framework for data integration and citizen privacy. In D. Burrell & C. Nguyen (Eds.), New horizons in leadership: Inclusive explorations in health, technology, and education (pp. 487-512). London: IGI Global. doi: 10.4018/979-8-3693-6437-6.ch021.
- Rosário, A.M., & Boechat, A.C. (2024). Smart cities and sustainable urban development. doi: 10.20944/ preprints202412.1127.v1.
- Shahab, H., Naeem, M., Iqbal, M., Aqeel, M., & Ullah, S.S. (2025). IoT-driven smart agricultural technology for real-time soil and crop optimization. Smart Agricultural Technology, 10, article number 100847. doi: 10.1016/j. atech.2025.100847.
- Shahini, S., Shahini, E., Koni, B., Shahini, Z., Shahini, E., & Bërxolli, A. (2023). Enhanced tomato yield via bumblebee pollination: A case study in Durres, Albania. International Journal of Design and Nature and Ecodynamics, 18(4), 905-914. doi: 10.18280/ijdne.180417.
- Sharma, S.K., Kumar, M., Kumar, D., & Tomar, D. (2024). Internet of Things (IoT)-driven smart agriculture for sustainable fruit security. In Internet of Things (IoT)-driven smart agriculture for sustainable fruit security (pp.212231). Delhi: Elite Publishing House.
- Shebanina, O., Tyshchenko, S., Parkhomenko, O., Khylko, I., & Krainii, V. (2025). Application of artificial intelligence to improve the economic efficiency of land use management in the agricultural sector. Ekonomika APK, 32(1), 82-90. doi: 10.32317/ekon.apk/1.2025.82.
- Statista. (n.d.). Internet of Things – Europe. Retrieved from https://www.statista.com/outlook/tmo/internet-ofthings/europe.
- Wrzecińska, M., Czerniawska-Piątkowska, E., Kowalewska, I., Kowalczyk, A., Mylostyvyi, R., & Stefaniak, W. (2023). Agriculture in the face of new digitization technologies. Ukrainian Black Sea Region Agrarian Science, 27(3), 9-17. doi: 10.56407/bs.agrarian/3.2023.09.
- Yerzhanova, A.E., Kerimkhulle, S.Y., Abdikerimova, G.B., Makhanov, M., Beglerova, S.T., & Taszhurekova, Z.K. (2021). Atmospheric correction of landsat-8 / Oli data using the flaash algorithm: Obtaining information about agricultural crops. Journal of Theoretical and Applied Information Technology, 99(13), 3110-3119.
- Zhahir, A.A., Shuhud, M.I., Mohd, S.M., Shafinah, K., Ahmad, A., Salleh, R., & Norwawi, N.M. (2024). Technology adoption model for smart urban farming – a proposed conceptual model. Computer Science and Information Technologies, 5(3), 283-291. doi: 10.11591/csit.v5i3.p283-291.