Possibilities of Using Decision Support Systems for Agriculture in Areas with High Agrarian Fragmentation

Ara, J., Turner, L., Harrison, M. T., Monjardino, M., deVoil, P., & Rodriguez, D. (2024). Application, Adoption and Opportunities for Improving Decision Support Systems in Irrigated Agriculture: A Review. Agricultural Water Management, 257, 1–16. https://doi.org/10.1016/j.agwat.2021.107161 AraJ. TurnerL. HarrisonM. T. MonjardinoM. deVoilP. RodriguezD. 2024 Application, Adoption and Opportunities for Improving Decision Support Systems in Irrigated Agriculture: A Review Agricultural Water Management 257 1 16 https://doi.org/10.1016/j.agwat.2021.107161 Search in Google Scholar

Balkrishna, B. B., & Desmukh, A. A. (2017). A Study on Role of Social Media in Agriculture Marketing and its Scope. Global Journal of Management and Business Research, 17(1), 32–36. BalkrishnaB. B. DesmukhA. A. 2017 A Study on Role of Social Media in Agriculture Marketing and its Scope Global Journal of Management and Business Research 17 1 32 36 Search in Google Scholar

Bellon-Maurel, V., Brossard, L., Garcia, F., Inria, N. M., & Termier, A. (2022). Agriculture and Digital Technology. France: INRIA. Bellon-MaurelV. BrossardL. GarciaF. InriaN. M. TermierA. 2022 Agriculture and Digital Technology France INRIA Search in Google Scholar

Bentley, W. (1987). Economic and Ecological Approaches to Land Fragmentation: In Defence of a Much-Maligned Phenomenon. Annual Review of Anthropology, 16, 31–67. BentleyW. 1987 Economic and Ecological Approaches to Land Fragmentation: In Defence of a Much-Maligned Phenomenon Annual Review of Anthropology 16 31 67 Search in Google Scholar

Bournaris, T., & Papathanasiou, J. (2012). A DSS for Planning the Agricultural Production. Int. J. Business Innovation and Research, 6(1), 117–134. BournarisT. PapathanasiouJ. 2012 A DSS for Planning the Agricultural Production Int. J. Business Innovation and Research 6 1 117 134 Search in Google Scholar

CDR. (2019). Wykorzystanie Programów Komputerowych i Aplikacji Mobilnych w Gospodarstwie Rolnym [The Use of Computer Programs and Mobile Applications on the Farm]. Poznań: Centrum Doradztwa Rolniczego w Brwinowie Oddział w Poznaniu. CDR 2019 Wykorzystanie Programów Komputerowych i Aplikacji Mobilnych w Gospodarstwie Rolnym [The Use of Computer Programs and Mobile Applications on the Farm] Poznań Centrum Doradztwa Rolniczego w Brwinowie Oddział w Poznaniu Search in Google Scholar

Chi, L., Han, S., Huan, M., Li, Y., & Liu, J. (2022). Land Fragmentation, Technology Adoption and Chemical Fertilizer Application: Evidence from China. International Journal of Environmental Research and Public Health, 19, 8147. https://doi.org/10.3390/ijerph19138147. ChiL. HanS. HuanM. LiY. LiuJ. 2022 Land Fragmentation, Technology Adoption and Chemical Fertilizer Application: Evidence from China International Journal of Environmental Research and Public Health 19 8147 https://doi.org/10.3390/ijerph19138147. Search in Google Scholar

Choudhary, K., Jadoun, R. S., & Mandoriya, H. L. (2016). Role of Cloud Computing Technology in Agriculture Fields. Computer Engineering and Intelligent Systems, 7(3), 1–7. ChoudharyK. JadounR. S. MandoriyaH. L. 2016 Role of Cloud Computing Technology in Agriculture Fields Computer Engineering and Intelligent Systems 7 3 1 7 Search in Google Scholar

Cordel, P. (2021). Overcoming Barriers to Uptake of Digital Agriculture by Farmers. Report. Retrieved from https://www.h2020fairshare.eu/wpcontent/uploads/2023/03/FAIRshare_D3.6_Overcoming_barriers_to_uptake_of_DA_by_farmers_FINAL.pdf. CordelP. 2021 Overcoming Barriers to Uptake of Digital Agriculture by Farmers Report. Retrieved from https://www.h2020fairshare.eu/wpcontent/uploads/2023/03/FAIRshare_D3.6_Overcoming_barriers_to_uptake_of_DA_by_farmers_FINAL.pdf. Search in Google Scholar

CTA. (2018). Serving Smallholder Farmers in a Digital Age. Brussels Development Briefings, 190. Brussels: CTA. CTA 2018 Serving Smallholder Farmers in a Digital Age Brussels Development Briefings 190 Brussels CTA Search in Google Scholar

Cupiał, M., & Kowalczyk, Z. (2018). Computer-Aided Fertilisation Using the Nawozy-5 (Fertiliser-5) Software. BIO Web of Conferences – Contemporary Research Trends in Agricultural Engineering, 10, 1–4. http://dx.doi.org/10.1051/bioconf/20181002002 CupiałM. KowalczykZ. 2018 Computer-Aided Fertilisation Using the Nawozy-5 (Fertiliser-5) Software BIO Web of Conferences – Contemporary Research Trends in Agricultural Engineering 10 1 4 http://dx.doi.org/10.1051/bioconf/20181002002 Search in Google Scholar

Czapiewski, K. Ł., Kulikowski, R., Bański, J., Bednarek-Szczepańska, M., Mazur, M., & Ferenc, M. (2012). Wykorzystanie ICT w Rolnictwie Mazowsza - Ujęcie Przestrzenne. [Use of ICT in Mazovian Agriculture - Spatial Approach]. Studia Obszarów Wiejskich, tom XXX. Warszawa: PAN. CzapiewskiK. Ł. KulikowskiR. BańskiJ. Bednarek-SzczepańskaM. MazurM. FerencM. 2012 Wykorzystanie ICT w Rolnictwie Mazowsza - Ujęcie Przestrzenne. [Use of ICT in Mazovian Agriculture - Spatial Approach] Studia Obszarów Wiejskich XXX Warszawa PAN Search in Google Scholar

Daum, T. (2018). ICT Applications in Agriculture. In P. Ferranti, E. Berry, & A. Jock (Eds.), Encyclopedia of Food Security and Sustainability. Edition 1 (pp. 255–260). Elsevier. http://dx.doi.org/10.1016/B978-0-08-100596-5.22591-2 DaumT. 2018 ICT Applications in Agriculture In FerrantiP. BerryE. JockA. (Eds.), Encyclopedia of Food Security and Sustainability Edition 1 255 260 Elsevier http://dx.doi.org/10.1016/B978-0-08-100596-5.22591-2 Search in Google Scholar

Demetriou, D. (2013). Land Fragmentation. In D. Demetriou (Ed.), The Development of an Integrated Planning and Decision Support System (IPDSS) for Land Consolidation (pp. 11–37). Springer. http://dx.doi.org/10.1007/978-3-319-02347-2 DemetriouD. 2013 Land Fragmentation In DemetriouD. (Ed.), The Development of an Integrated Planning and Decision Support System (IPDSS) for Land Consolidation 11 37 Springer http://dx.doi.org/10.1007/978-3-319-02347-2 Search in Google Scholar

Dhillon, R., Moncur, Q., Lowell, C., Kumaran, S., Folck, A., & Cao, D. (2023). Precision Agriculture (PA) Techniques for Smallholder Farmers in the US: Status and Potential Opportunities. Proceedings of the National Conference on Next-Generation Sustainable Technologies for Small-Scale Producers. Springer Nature, 34, 166–175. https://doi.org/10.2991/978-94-6463-282-8_19 DhillonR. MoncurQ. LowellC. KumaranS. FolckA. CaoD. 2023 Precision Agriculture (PA) Techniques for Smallholder Farmers in the US: Status and Potential Opportunities Proceedings of the National Conference on Next-Generation Sustainable Technologies for Small-Scale Producers Springer Nature 34 166 175 https://doi.org/10.2991/978-94-6463-282-8_19 Search in Google Scholar

Dibbern, T., Santos Romani, L. A., & Silveira Massruh, S. M. F. (2024). Main Drivers and Barriers to the Adoption of Digital Agriculture Technologies. Smart Agricultural Technology, 8, 1–10. https://doi.org/10.1016/j.atech.2024.100459 DibbernT. Santos RomaniL. A. Silveira MassruhS. M. F. 2024 Main Drivers and Barriers to the Adoption of Digital Agriculture Technologies Smart Agricultural Technology 8 1 10 https://doi.org/10.1016/j.atech.2024.100459 Search in Google Scholar

Caffaro, F., Cremasco, M. M., Roccato, M. & Cavallo, E. (2020). Drivers of Farmers’ Intention to Adopt Technological Innovations in Italy: The Role of Information Sources, Perceived Usefulness, and Perceived Ease of Use. Journal of Rural Studies 76: 264–27. http://dx.doi.org/10.1016/j.jrurstud.2020.04.028 CaffaroF. CremascoM. M. RoccatoM. CavalloE. 2020 Drivers of Farmers’ Intention to Adopt Technological Innovations in Italy: The Role of Information Sources, Perceived Usefulness, and Perceived Ease of Use Journal of Rural Studies 76 264 27 http://dx.doi.org/10.1016/j.jrurstud.2020.04.028 Search in Google Scholar

Dhehibi, B., Rudiger, U., Moyo, H. P., & Dhraief, M. Z. (2020). Agricultural Technology Transfer Preferences of Smallholder Farmers in Tunisia’s Arid Regions. Sustainability, 12(1), 1–18. http://dx.doi.org/10.3390/su12010421 DhehibiB. RudigerU. MoyoH. P. DhraiefM. Z. 2020 Agricultural Technology Transfer Preferences of Smallholder Farmers in Tunisia’s Arid Regions Sustainability 12 1 1 18 http://dx.doi.org/10.3390/su12010421 Search in Google Scholar

González-Andújar, J.L. (2020). Introduction to Decision Support Systems. In G. Chantre, & L. González-Andújar (Eds.), Decision Support Systems for Weed Management. Springer (pp. 25–38). https://doi.org/10.1007/978-3-030-44402-0_2 González-AndújarJ.L. 2020 Introduction to Decision Support Systems In ChantreG. González-AndújarL. (Eds.), Decision Support Systems for Weed Management Springer 25 38 https://doi.org/10.1007/978-3-030-44402-0_2 Search in Google Scholar

Dittmer, K. M., Burns, S., Shelton, S., & Wollenberg, E. (2022). Principles for Socially Inclusive Digital Tools for Smallholder Farmers: A Guide. Agroecological TRANSITIONS: Inclusive Digital Tools to Enable Climate-informed Agroecological Transitions (ATDT). Cali, Colombia: Alliance of Bioversity & CIAT. https://cgspace.cgiar.org/server/api/core/bitstreams/49d17f1e-eb5a-4f27-823f-25e20e916e43/content DittmerK. M. BurnsS. SheltonS. WollenbergE. 2022 Principles for Socially Inclusive Digital Tools for Smallholder Farmers: A Guide Agroecological TRANSITIONS: Inclusive Digital Tools to Enable Climate-informed Agroecological Transitions (ATDT) Cali, Colombia Alliance of Bioversity & CIAT https://cgspace.cgiar.org/server/api/core/bitstreams/49d17f1e-eb5a-4f27-823f-25e20e916e43/content Search in Google Scholar

Dutta, M., & Ketan, A. (2023). Role of Information Communication Technology in Agriculture. International Journal of Novel Research and Development, 8(10), 863–870. DuttaM. KetanA. 2023 Role of Information Communication Technology in Agriculture International Journal of Novel Research and Development 8 10 863 870 Search in Google Scholar

Eastwood, C., Turner, J. A., Selbie, D., Henwood, R., Espig, M., & Wever, M. (2023). A Review of Multi-Scale Barriers to Transitioning from Digital Agriculture to a Digital Bioeconomy. Retrieved from https://www.cabidigitallibrary.org/doi/full/10.1079/cabireviews.2023.0002 EastwoodC. TurnerJ. A. SelbieD. HenwoodR. EspigM. WeverM. 2023 A Review of Multi-Scale Barriers to Transitioning from Digital Agriculture to a Digital Bioeconomy Retrieved from https://www.cabidigitallibrary.org/doi/full/10.1079/cabireviews.2023.0002 Search in Google Scholar

Eder, A. (2024). The Effect of Land Fragmentation on Risk and Technical Efficiency of Crop Farms. DFG Research Unit 2569, Humboldt-Universität zu Berlin, Berlin. EderA. 2024 The Effect of Land Fragmentation on Risk and Technical Efficiency of Crop Farms DFG Research Unit 2569, Humboldt-Universität zu Berlin Berlin Search in Google Scholar

Elbehri, A., & Chestnov R. (2021). Digital Agriculture in Action – Artificial Intelligence for Agriculture. FAO and ITU, Bangkok. ElbehriA. ChestnovR. 2021 Digital Agriculture in Action – Artificial Intelligence for Agriculture FAO and ITU Bangkok Search in Google Scholar

Foray, D., David, P. A., & Hall, B. (2009). Smart Specialisation – The Concept. Knowledge Economists Policy Brief no 9. Brussels. ForayD. DavidP. A. HallB. 2009 Smart Specialisation – The Concept Knowledge Economists Policy Brief no 9. Brussels Search in Google Scholar

Fountas, S., Espejo-Garcıa, B., Kasimati, A., Mylonas, N., & N. Darra. (2020). The Future of Digital Agriculture: Technologies and Opportunities. IT Professional, 22(1), 24–28. http://dx.doi.org/10.1109/MITP.2019.2963412 FountasS. Espejo-GarcıaB. KasimatiA. MylonasN. DarraN. 2020 The Future of Digital Agriculture: Technologies and Opportunities IT Professional 22 1 24 28 http://dx.doi.org/10.1109/MITP.2019.2963412 Search in Google Scholar

Gebresenbet, G., Techane, B., Patterson, D., Henrik, P., Fischer, B., Mandaluniz, N., … Nasirahmadi, A. (2023). A Concept for Application of Integrated Digital Technologies to Enhance Future Smart Agricultural Systems. Smart Agricultural Technology, 5, 1–12. https://doi.org/10.1016/j.atech.2023.100255 GebresenbetG. TechaneB. PattersonD. HenrikP. FischerB. MandalunizN. NasirahmadiA. 2023 A Concept for Application of Integrated Digital Technologies to Enhance Future Smart Agricultural Systems Smart Agricultural Technology 5 1 12 https://doi.org/10.1016/j.atech.2023.100255 Search in Google Scholar

Geppert, F., Krachunova, T., & Bellingrath-Kimura, S. D. (2024). Digital and Smart Technologies in Agriculture in Germany: Identification of Key Recommendations for Sustainability Actions. Studien zum deutschen Innovationssystem, No 4. Berlin: Expertenkommission Forschung und Innovation (EFI). GeppertF. KrachunovaT. Bellingrath-KimuraS. D. 2024 Digital and Smart Technologies in Agriculture in Germany: Identification of Key Recommendations for Sustainability Actions Studien zum deutschen Innovationssystem No 4. Berlin Expertenkommission Forschung und Innovation (EFI) Search in Google Scholar

Gokool, S., Mahomed, M., Brewer, K., Naiken, V., Clulow, A., Sibanda, M., & Mabhaudhi, T. (2024). Crop Mapping in Smallholder Farms Using Unmanned Aerial Vehicle Imagery and Geospatial Cloud Computing Infrastructure. Heliyon, 10(5), 1–25. https://doi.org/10.1016/j.heliyon.2024.e26913 GokoolS. MahomedM. BrewerK. NaikenV. ClulowA. SibandaM. MabhaudhiT. 2024 Crop Mapping in Smallholder Farms Using Unmanned Aerial Vehicle Imagery and Geospatial Cloud Computing Infrastructure Heliyon 10 5 1 25 https://doi.org/10.1016/j.heliyon.2024.e26913 Search in Google Scholar

Hänisch, T. (2017). Grundlagen Industrie 4.0. In V. Andelfinger, & T. Hänisch (Eds.), Industrie 4.0 (pp. 9–31). Wiesbaden: Springer Gabler. http://dx.doi.org/10.1007/978-3-658-15557-5 HänischT. 2017 Grundlagen Industrie 4.0 In AndelfingerV. HänischT. (Eds.), Industrie 4.0 9 31 Wiesbaden Springer Gabler http://dx.doi.org/10.1007/978-3-658-15557-5 Search in Google Scholar

Härtel, I. (2019). Agrar-Digitalrecht für eine nachhaltige Landwirtschaft 4.0. Natur und Recht, 41, 577–586. https://link.springer.com/article/10.1007/s10357-019-3571-y HärtelI. 2019 Agrar-Digitalrecht für eine nachhaltige Landwirtschaft 4.0 Natur und Recht 41 577 586 https://link.springer.com/article/10.1007/s10357-019-3571-y Search in Google Scholar

Herd, D. (2014). Network Systems and Cloud Applications in Livestock Farming. Landtechnik, 69(5), 245–249. HerdD. 2014 Network Systems and Cloud Applications in Livestock Farming Landtechnik 69 5 245 249 Search in Google Scholar

Hornung, G., & Hofmann, K. (2017). Rechtsfragen bei Industrie 4.0: Rahmenbedingungen, Herausforderungen und Lösungsansätze. In G. Reinhart (Ed.), Handbuch Industrie 4.0 – Geschäftsmodelle, Prozesse, Technik (pp. 191–212). München: GmbH. http://dx.doi.org/10.3139/9783446449893.008 HornungG. HofmannK. 2017 Rechtsfragen bei Industrie 4.0: Rahmenbedingungen, Herausforderungen und Lösungsansätze In ReinhartG. (Ed.), Handbuch Industrie 4.0 – Geschäftsmodelle, Prozesse, Technik 191 212 München GmbH http://dx.doi.org/10.3139/9783446449893.008 Search in Google Scholar

Herhem, T., Rooijakkers, L., Berckmans, D., Pena Fernández, A., Norton, T., Berckmans, D., & Vranken, E. (2017). Appropriate Data Visualisation is Key to Precision Livestock Farming Acceptance. Computers and Electronics in Agriculture, 138, 1–10. http://dx.doi.org/10.1016/j.compag.2017.04.003 HerhemT. RooijakkersL. BerckmansD. Pena FernándezA. NortonT. BerckmansD. VrankenE. 2017 Appropriate Data Visualisation is Key to Precision Livestock Farming Acceptance Computers and Electronics in Agriculture 138 1 10 http://dx.doi.org/10.1016/j.compag.2017.04.003 Search in Google Scholar

Ivanochkoa, I., Jr., Greguša, M., & Melnykb, O. (2024). Smart Farming System Based on Cloud Computing Technologies. Procedia Computer Science, 238, 857–862. http://dx.doi.org/10.1016/j.procs.2024.06.103 IvanochkoaI.Jr. GregušaM. MelnykbO. 2024 Smart Farming System Based on Cloud Computing Technologies Procedia Computer Science 238 857 862 http://dx.doi.org/10.1016/j.procs.2024.06.103 Search in Google Scholar

Irish Farm Centre. (2019). Digital Agriculture Technology. Adoption & Attitudes Study. https://www.ifa.ie/wp-content/uploads/2020/11/Digital-Ag-Tech-Adoption-Attitudes.pdf Irish Farm Centre 2019 Digital Agriculture Technology Adoption & Attitudes Study https://www.ifa.ie/wp-content/uploads/2020/11/Digital-Ag-Tech-Adoption-Attitudes.pdf Search in Google Scholar

Jiao X., Zhang, H., Ma, W., Wang, Ch., Li, X., & Zhang, F. (2019), Science and Technology Backyard: A Novel Approach to Empower Smallholder Farmers for Sustainable Intensification of Agriculture in China. Journal of Integrative Agriculture, 18(8), 1657–1666. http://dx.doi.org/10.1016/S2095-3119(19)62770-X JiaoX. ZhangH. MaW. WangCh. LiX. ZhangF. 2019 Science and Technology Backyard: A Novel Approach to Empower Smallholder Farmers for Sustainable Intensification of Agriculture in China Journal of Integrative Agriculture 18 8 1657 1666 http://dx.doi.org/10.1016/S2095-3119(19)62770-X Search in Google Scholar

Kadigi, R. M. J., Kashaigili, J. J., Sirima, A., Kamau, F., Sikira, A. & Mbungu. W. (2017). Land Fragmentation, Agricultural Productivity and Implications for Agricultural Investments in the Southern Agricultural Growth Corridor of Tanzania (SAGCOT) Region, Tanzania. Journal of Development and Agricultural Economics, 9(2), 26–36. http://dx.doi.org/10.5897/JDAE2016.0797 KadigiR. M. J. KashaigiliJ. J. SirimaA. KamauF. SikiraA. MbunguW. 2017 Land Fragmentation, Agricultural Productivity and Implications for Agricultural Investments in the Southern Agricultural Growth Corridor of Tanzania (SAGCOT) Region, Tanzania Journal of Development and Agricultural Economics 9 2 26 36 http://dx.doi.org/10.5897/JDAE2016.0797 Search in Google Scholar

Kamal M., & Bablu, T. A. (2023). Mobile Applications Empowering Smallholder Farmers: A Review of the Impact on Agricultural Development. International Journal of Social Analytics, 8, 36–50. KamalM. BabluT. A. 2023 Mobile Applications Empowering Smallholder Farmers: A Review of the Impact on Agricultural Development International Journal of Social Analytics 8 36 50 Search in Google Scholar

Kassambara, A., Mondal, M. A. H., & Nguyen, T. T. (2019). AI for Decision-Making in Agriculture. Agriculture, 9(3), 56 KassambaraA. MondalM. A. H. NguyenT. T. 2019 AI for Decision-Making in Agriculture Agriculture 9 3 56 Search in Google Scholar

Kramarz, P., & Runowski, H. (2025). Trust and Communication in Agriculture. In J. Paliszkiewicz, K. Chen, & M. Mendel (Eds.), Trust in Social and Business Relations: Theory and Practice (pp. 178–191). New York: Routledge. http://dx.doi.org/10.4324/9781032633749-18 KramarzP. RunowskiH. 2025 Trust and Communication in Agriculture In PaliszkiewiczJ. ChenK. MendelM. (Eds.), Trust in Social and Business Relations: Theory and Practice 178 191 New York Routledge http://dx.doi.org/10.4324/9781032633749-18 Search in Google Scholar

Krasowicz, S., Oleszek, W., Horabik, J., Dębicki, R., Jankowiak, J., Stuczyński, J. & Jadczyszyn, J. (2011). Racjonalne Gospodarowanie Środowiskiem Glebowym Polski. Polish Journal of Agronomy, 7, 43–58. KrasowiczS. OleszekW. HorabikJ. DębickiR. JankowiakJ. StuczyńskiJ. JadczyszynJ. 2011 Racjonalne Gospodarowanie Środowiskiem Glebowym Polski Polish Journal of Agronomy 7 43 58 Search in Google Scholar

Lin, Y., Huixiang, L., Li, A., Shi, Y., & Zhuang, S. (2024). Application of AI-driven Cloud Services in Intelligent Agriculture Pest and Disease Prediction. Applied and Computational Engineering, 67(1), 61–67. https://www.ewadirect.com/proceedings/ace/article/view/13335# LinY. HuixiangL. LiA. ShiY. ZhuangS. 2024 Application of AI-driven Cloud Services in Intelligent Agriculture Pest and Disease Prediction Applied and Computational Engineering 67 1 61 67 https://www.ewadirect.com/proceedings/ace/article/view/13335# Search in Google Scholar

Linsner, S., Kuntke, F., Steinbrink, E., Franken, J., & Reuter, Ch. (2021). The Role of Privacy in Digitalization – Analyzing Perspectives of German Farmers. Proceedings on Privacy Enhancing Technologies, 3, 334–350. http://dx.doi.org/10.2478/popets-2021-0050 LinsnerS. KuntkeF. SteinbrinkE. FrankenJ. ReuterCh. 2021 The Role of Privacy in Digitalization – Analyzing Perspectives of German Farmers Proceedings on Privacy Enhancing Technologies 3 334 350 http://dx.doi.org/10.2478/popets-2021-0050 Search in Google Scholar

Piwowar, A. (2018). Opportunities and Barriers to the Development of Agriculture 4.0 in the Context of Low Carbon Agriculture in Poland. Retrieved from http://dx.doi.org/10.36689/uhk/hed/2018-02-016 PiwowarA. 2018 Opportunities and Barriers to the Development of Agriculture 4.0 in the Context of Low Carbon Agriculture in Poland Retrieved from http://dx.doi.org/10.36689/uhk/hed/2018-02-016 Search in Google Scholar

Reichardt, M., Jürgens, C., Kloble, U., Hüueter, J., & Moser, K. (2009). Dissemination of Precision Farming in Germany. Acceptance, Adoption, Obstacles, Knowledge Transfer, and Training Activities. Precision Agriculture, 10(6), 525–545. http://dx.doi.org/10.1007/s11119-009-9112-6 ReichardtM. JürgensC. KlobleU. HüueterJ. MoserK. 2009 Dissemination of Precision Farming in Germany. Acceptance, Adoption, Obstacles, Knowledge Transfer, and Training Activities Precision Agriculture 10 6 525 545 http://dx.doi.org/10.1007/s11119-009-9112-6 Search in Google Scholar

Rybicki, R. (2021). Environmental Effects of Reducing Land Fragmentation in Land Consolidation at West Roztocze at the Slope Scale. Journal of Ecological Engineering, 22(1), 240–248. http://dx.doi.org/10.12911/22998993/129580 RybickiR. 2021 Environmental Effects of Reducing Land Fragmentation in Land Consolidation at West Roztocze at the Slope Scale Journal of Ecological Engineering 22 1 240 248 http://dx.doi.org/10.12911/22998993/129580 Search in Google Scholar

Runowski, H. (2019). Digitalization in Agriculture – Development Opportunities and Barriers. In J. Paliszkiewicz (Ed.), Management and Information Technology: New Challenges (pp. 233–246). Warsaw: Warsaw University of Life Sciences Press. RunowskiH. 2019 Digitalization in Agriculture – Development Opportunities and Barriers In PaliszkiewiczJ. (Ed.), Management and Information Technology: New Challenges 233 246 Warsaw Warsaw University of Life Sciences Press Search in Google Scholar

Runowski, H., & Kramarz, P. (2025). Trust in Artificial Intelligence in Agriculture. In J. Paliszkiewicz, & J. Gołuchowski (Eds.), Trust and Artificial Intelligence: Development and Application of AI Technology (pp. 229–241). New York: Routledge. http://dx.doi.org/10.4324/9781032627236-21 RunowskiH. KramarzP. 2025 Trust in Artificial Intelligence in Agriculture In PaliszkiewiczJ. GołuchowskiJ. (Eds.), Trust and Artificial Intelligence: Development and Application of AI Technology 229 241 New York Routledge http://dx.doi.org/10.4324/9781032627236-21 Search in Google Scholar

Singh, A. K, Balabaygloo, B. J., Bekee, B., Blair, S. W., Fey, S., Fotouhi, F., … Valdivia, C. (2024). Smart Connected Farms and Networked Farmers to Improve Crop Production, Sustainability and Profitability. Front. Agron., 6, 1–18. doi: https://doi.org/10.3389/fagro.2024.1410829 SinghA. K BalabayglooB. J. BekeeB. BlairS. W. FeyS. FotouhiF. ValdiviaC. 2024 Smart Connected Farms and Networked Farmers to Improve Crop Production, Sustainability and Profitability Front. Agron. 6 1 18 doi: https://doi.org/10.3389/fagro.2024.1410829 Search in Google Scholar

Singh, N. K., Sunitha, N. H., Tripathi, G., Saikanth, D. R. K., Sharma, A., Jose, A. E., & Karuna Jeba Mary, M. V. (2023). Impact of Digital Technologies in Agricultural Extension. Asian Journal of Agricultural Extension, Economics & Sociology, 41(9), 963–970. http://dx.doi.org/10.9734/AJAEES/2023/v41i92127 SinghN. K. SunithaN. H. TripathiG. SaikanthD. R. K. SharmaA. JoseA. E. Karuna Jeba MaryM. V. 2023 Impact of Digital Technologies in Agricultural Extension Asian Journal of Agricultural Extension, Economics & Sociology 41 9 963 970 http://dx.doi.org/10.9734/AJAEES/2023/v41i92127 Search in Google Scholar

Shilomboleni, H., Pelletier, B., & Gebru, B. (2020). ICT 4 Scale in Smallholder Agriculture: Contributions and Challenges. Information Technologies & International Development, 16, 47–65. ShilomboleniH. PelletierB. GebruB. 2020 ICT 4 Scale in Smallholder Agriculture: Contributions and Challenges Information Technologies & International Development 16 47 65 Search in Google Scholar

Sridevy, S., & Djanaguiraman, M. (2023). A Glance at Agricultural Decision Support Systems. The Pharma Innovation Journal, 12(5), 755–757. SridevyS. DjanaguiramanM. 2023 A Glance at Agricultural Decision Support Systems The Pharma Innovation Journal 12 5 755 757 Search in Google Scholar

Szymańska, E. (2021). Zmiany w Powierzchni Gospodarstw Rolnych w Polsce w Latach 2010–2018 [Changes in the Agrarian Structure of the Polish Countryside in the Years 1918–2018]. Zeszyty Wiejskie, 27, 31–58. http://dx.doi.org/10.18778/1506-6541.27.02 SzymańskaE. 2021 Zmiany w Powierzchni Gospodarstw Rolnych w Polsce w Latach 2010–2018 [Changes in the Agrarian Structure of the Polish Countryside in the Years 1918–2018] Zeszyty Wiejskie 27 31 58 http://dx.doi.org/10.18778/1506-6541.27.02 Search in Google Scholar

Stępień, S., Smędzik-Ambroży, K., Matuszczak, A., & Tošović-Stevanović. A. (2022). Small-Scale Farms in the Environmental Sustainability of Rural Areas. Opinions of Farmers from Poland, Romania and Lithuania. Economics and Environment, 9, 168–185. http://dx.doi.org/10.34659/eis.2022.81.2.450 StępieńS. Smędzik-AmbrożyK. MatuszczakA. Tošović-StevanovićA. 2022 Small-Scale Farms in the Environmental Sustainability of Rural Areas. Opinions of Farmers from Poland, Romania and Lithuania Economics and Environment 9 168 185 http://dx.doi.org/10.34659/eis.2022.81.2.450 Search in Google Scholar

Stępień, S., Smędzik-Ambroży, K., Polcyn, J., Kwiliński, A., & Maican, I. (2023). Are Small Farms Sustainable and Technologically Smart? Evidence from Poland, Romania, and Lithuania. Central European Economic Journal, 10(57), 116–132. http://dx.doi.org/10.2478/ceej-2023-0007 StępieńS. Smędzik-AmbrożyK. PolcynJ. KwilińskiA. MaicanI. 2023 Are Small Farms Sustainable and Technologically Smart? Evidence from Poland, Romania, and Lithuania Central European Economic Journal 10 57 116 132 http://dx.doi.org/10.2478/ceej-2023-0007 Search in Google Scholar

Subejo, Untari, D. W., Wati, R. I., & Mewasdinta, G. (2019). Modernization of Agriculture and Use of Information and Communication Technologies by Farmers by Costal Yogyakarta. Indonesian Journal of Geography, 51, 332–345. http://dx.doi.org/10.22146/ijg.41706 Subejo UntariD. W. WatiR. I. MewasdintaG. 2019 Modernization of Agriculture and Use of Information and Communication Technologies by Farmers by Costal Yogyakarta Indonesian Journal of Geography 51 332 345 http://dx.doi.org/10.22146/ijg.41706 Search in Google Scholar

Tomaszewska, W. (2013). Dostęp do Technologii Informacyjno-Komunikacyjnych w Społeczeństwie Informacyjnym. Przykład Polskich Regionów. [The Access to Information and Communication Technologies in the Information Society. The Example of Polish Regions]. Acta Universitatis Lodziensis, Folia Oeconomica, 290, 23–37. TomaszewskaW. 2013 Dostęp do Technologii Informacyjno-Komunikacyjnych w Społeczeństwie Informacyjnym. Przykład Polskich Regionów. [The Access to Information and Communication Technologies in the Information Society. The Example of Polish Regions] Acta Universitatis Lodziensis, Folia Oeconomica 290 23 37 Search in Google Scholar

Trendov, N. M., Varas, S., & Zeng, M. (2019). Digital technologies in agriculture and rural areas. Briefing paper. Food and Agriculture Organization of the United Nations, Rome. TrendovN. M. VarasS. ZengM. 2019 Digital technologies in agriculture and rural areas. Briefing paper Food and Agriculture Organization of the United Nations Rome Search in Google Scholar

Wang, B., & Dong, H. (2023). Research on the Farmers’ Agricultural Digital Service Use Behavior Under the Rural Revitalization Strategy—Based on the Extended Technology Acceptance Model. Frontiers in Environmental Science, 11:1180072. https://doi.org/10.3389/fenvs.2023.1180072. WangB. DongH. 2023 Research on the Farmers’ Agricultural Digital Service Use Behavior Under the Rural Revitalization Strategy—Based on the Extended Technology Acceptance Model Frontiers in Environmental Science 11 1180072 https://doi.org/10.3389/fenvs.2023.1180072. Search in Google Scholar

Wayessa, B. G. (2017). The Role of Farmers to Farmers Knowledge Sharing in Improved Sesame Technology Adoption in Case of Meisso District West Hararghe Zone. Journal of Poverty, Investment and Development, 39, 13–21. WayessaB. G. 2017 The Role of Farmers to Farmers Knowledge Sharing in Improved Sesame Technology Adoption in Case of Meisso District West Hararghe Zone Journal of Poverty, Investment and Development 39 13 21 Search in Google Scholar

Wójtowicz, A., Pasternak, M., Zacharczuk, M., & Mroczek, M. (2016). Systemy Wspomagające Podejmowanie Decyzji w Ochronie Roślin – Wyzwanie Dla Nauki i Doradztwa Rolniczego [Decision Support Systems in Plant Protection – The Challenges for Science and Extension Service]. Zagadnienia Doradztwa Rolniczego, 1, 62–75. WójtowiczA. PasternakM. ZacharczukM. MroczekM. 2016 Systemy Wspomagające Podejmowanie Decyzji w Ochronie Roślin – Wyzwanie Dla Nauki i Doradztwa Rolniczego [Decision Support Systems in Plant Protection – The Challenges for Science and Extension Service] Zagadnienia Doradztwa Rolniczego 1 62 75 Search in Google Scholar

Yadav, A. L., Khare, S., & Talwandi, N. S. (2024). Cloud-Based Agricultural Monitoring System for Precision Farming. Retrieved from https://www.researchgate.net/publication/380587749_Cloud-Based_Agricultural_Monitoring_System_for_Precision_Farming. YadavA. L. KhareS. TalwandiN. S. 2024 Cloud-Based Agricultural Monitoring System for Precision Farming Retrieved from https://www.researchgate.net/publication/380587749_Cloud-Based_Agricultural_Monitoring_System_for_Precision_Farming. Search in Google Scholar

Zhai, Z., Martínez, J. F., Beltran, V., & Martínez, N. L. (2020). Decision Support Systems for Agriculture 4.0: Survey and Challenges. Computers and Electronics in Agriculture, 170, 1–16. http://dx.doi.org/10.1016/j.compag.2020.105256 ZhaiZ. MartínezJ. F. BeltranV. MartínezN. L. 2020 Decision Support Systems for Agriculture 4.0: Survey and Challenges Computers and Electronics in Agriculture 170 1 16 http://dx.doi.org/10.1016/j.compag.2020.105256 Search in Google Scholar