{"id":18774690,"url":"https://github.com/firefly-cpp/agriculture-4-0-5-0","last_synced_at":"2026-03-01T04:06:45.612Z","repository":{"id":187861524,"uuid":"674167859","full_name":"firefly-cpp/agriculture-4-0-5-0","owner":"firefly-cpp","description":null,"archived":false,"fork":false,"pushed_at":"2023-08-11T12:09:46.000Z","size":16,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-29T09:13:53.648Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-sa-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/firefly-cpp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-08-03T09:45:55.000Z","updated_at":"2023-08-12T10:40:30.000Z","dependencies_parsed_at":"2023-08-12T12:34:17.471Z","dependency_job_id":null,"html_url":"https://github.com/firefly-cpp/agriculture-4-0-5-0","commit_stats":null,"previous_names":["firefly-cpp/agriculture-4-0-5-0"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Fagriculture-4-0-5-0","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Fagriculture-4-0-5-0/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Fagriculture-4-0-5-0/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Fagriculture-4-0-5-0/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/firefly-cpp","download_url":"https://codeload.github.com/firefly-cpp/agriculture-4-0-5-0/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239680989,"owners_count":19679509,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-07T19:39:05.964Z","updated_at":"2025-12-14T13:30:16.919Z","avatar_url":"https://github.com/firefly-cpp.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Awesome Agriculture 4.0 \u0026 5.0\n\n---\nWe are curating **awesome** research and approaches to **Agriculture 4.0 \u0026 5.0**!\n\n---\n\n## Agriculture 4.0\n\n### Books\n\n### Review papers\n\nAbbasi, Rabiya, Pablo Martinez, and Rafiq Ahmad. [The digitization of agricultural industry–a systematic literature review on agriculture 4.0](https://www.sciencedirect.com/science/article/pii/S2772375522000090) Smart Agricultural Technology 2 (2022): 100042.\n\nDAYIOĞLU, Mehmet Ali, and Ufuk Turker. [Digital transformation for sustainable future-agriculture 4.0: a review](https://dergipark.org.tr/en/pub/ankutbd/issue/65780/986431) Journal of Agricultural Sciences 27.4 (2021): 373-399.\n\nGarg, Disha, and Mansaf Alam. [Smart agriculture: a literature review](https://www.tandfonline.com/doi/abs/10.1080/23270012.2023.2207184) Journal of Management Analytics 10.2 (2023): 359-415.\n\nKlerkx, Laurens, Emma Jakku, and Pierre Labarthe. [A review of social science on digital agriculture, smart farming and agriculture 4.0: New contributions and a future research agenda](https://www.sciencedirect.com/science/article/pii/S1573521419301769) NJAS-Wageningen journal of life sciences 90 (2019): 100315.\n\nSiregar, Riki Ruli A., et al. [Vertical farming perspectives in support of precision agriculture using artificial intelligence: A review](https://www.mdpi.com/2073-431X/11/9/135) Computers 11.9 (2022): 135.\n\n### Research papers\n\nAlam, Md Fahim Bin, et al. [Analysis of the drivers of Agriculture 4.0 implementation in the emerging economies: Implications towards sustainability and food security](https://www.sciencedirect.com/science/article/pii/S2949736123000143) Green Technologies and Sustainability 1.2 (2023): 100021.\n\nAraújo, Sara Oleiro, et al. [Characterising the agriculture 4.0 landscape—emerging trends, challenges and opportunities](https://www.mdpi.com/2073-4395/11/4/667) Agronomy 11.4 (2021): 667.\n\nBeluhova-Uzunova, Rositsa, and Dobri Dunchev. [Agriculture 4.0–Concepts, Technologies and Prospects](https://managementjournal.usamv.ro/pdf/vol.22_2/Art11.pdf) Scientific Papers Series Management, Economic Engineering in Agriculture and Rural Development 22 (2022): 97-104.\n\nJavaid, Mohd, et al. [Enhancing smart farming through the applications of Agriculture 4.0 technologies](https://www.sciencedirect.com/science/article/pii/S2666603022000173) International Journal of Intelligent Networks 3 (2022): 150-164.\n\nKhujamatov, Kh E., and T. K. Toshtemirov. [Wireless sensor networks based Agriculture 4.0: challenges and apportions](https://ieeexplore.ieee.org/abstract/document/9351411) 2020 international conference on information science and communications technologies (ICISCT). IEEE, 2020.\n\nKovács, I., and I. Husti. [The role of digitalization in the agricultural 4.0–how to connect the industry 4.0 to agriculture?](http://real.mtak.hu/92028/1/06.pdf) Hungarian agricultural engineering 33 (2018): 38-42.\n\nMorella, Paula, et al. [Study and analysis of the implementation of 4.0 technologies in the agri-food supply chain: A state of the art](https://www.mdpi.com/2073-4395/11/12/2526) Agronomy 11.12 (2021): 2526.\n\nRose, David Christian, and Jason Chilvers. [Agriculture 4.0: Broadening responsible innovation in an era of smart farming](https://www.frontiersin.org/articles/10.3389/fsufs.2018.00087/full) Frontiers in Sustainable Food Systems 2 (2018): 87.\n\n\n## Agriculture 5.0\n\n### Books\n\nAhmed, Latief, and Firasath Nabi. [Agriculture 5.0–The Future](https://www.taylorfrancis.com/chapters/edit/10.1201/9781003125433-9/agriculture-5-0-future-latief-ahmed-firasath-nabi) Agriculture 5.0. CRC Press, 2021. 187-203.\n\n### Commentary\n\nFraser, Evan DG, and Malcolm Campbell. [Agriculture 5.0: reconciling production with planetary health](https://www.cell.com/one-earth/pdf/S2590-3322(19)30136-8.pdf) One Earth 1.3 (2019): 278-280.\n\n### Review papers\n\nPolymeni, Sofia, et al. \"[The Impact of 6G-IoT Technologies on the Development of Agriculture 5.0: A Review](https://www.mdpi.com/2079-9292/12/12/2651).\" Electronics 12.12 (2023): 2651.\n\nVANGHELE, NA, et al. [AGRICULTURE 5.0-REVIEW](https://anale.agro-craiova.ro/index.php/aamc/article/download/1293/1222) Annals of the University of Craiova-Agriculture, Montanology, Cadastre Series 51.2 (2021): 576-583.\n\n## Datasets\n\n### Research papers\n\nBaryshnikova, N., et al. [Ensuring global food security: Transforming approaches in the context of agriculture 5.0](https://iopscience.iop.org/article/10.1088/1755-1315/988/3/032024/meta) IOP conference series: earth and environmental science. Vol. 988. No. 3. IOP Publishing, 2022.\n\nContreras-Medina, David Israel, Sergio Ernesto Medina-Cuéllar, and Juan Manuel Rodríguez-García. [Roadmapping 5.0 Technologies in Agriculture: A Technological Proposal for Developing the Coffee Plant Centered on Indigenous Producers’ Requirements from Mexico, via Knowledge Management](https://www.mdpi.com/2223-7747/11/11/1502) Plants 11.11 (2022): 1502.\n\nDineva, Kristina, and Tatiana Atanasova. [Expandable IoT Architecture for Livestock in Agriculture 5.0](https://www.proquest.com/openview/7059963ef4ad5df7785ab51b90114fba/1?pq-origsite=gscholar\u0026cbl=1536338) International Multidisciplinary Scientific GeoConference: SGEM 21.6.1 (2021): 93-100.\n\nFerreira, Anna Carolina Dall’Aneze, Silvia Lenyra Meirelles Campos Titotto, and Alessandra Cristina Santos Akkari. [Urban Agriculture 5.0: An Exploratory Approach to the Food System in a Super Smart Society](https://www.researchgate.net/profile/Alessandra-Akkari/publication/362061557_Urban_Agriculture_50_An_Exploratory_Approach_to_the_Food_System_in_a_Super_Smart_Society/) International Journal of Mathematical, Engineering and Management Sciences 7.4 (2022): 455.\n\nMartos, Vanesa, et al. [Ensuring agricultural sustainability through remote sensing in the era of agriculture 5.0](https://www.mdpi.com/2076-3417/11/13/5911) Applied Sciences 11.13 (2021): 5911.\n\nMesías-Ruiz, Gustavo A., et al. [Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review](https://www.frontiersin.org/articles/10.3389/fpls.2023.1143326/full) Frontiers in Plant Science 14 (2023): 1143326.\n\nPandrea, Vlad-Andrei, Andrei-Ovidiu Ciocoiu, and Mihai Machedon-Pisu. [IoT-Based Irrigation System For Agriculture 5.0](https://ieeexplore.ieee.org/abstract/document/10171631/) 2023 17th International Conference on Engineering of Modern Electric Systems (EMES). IEEE, 2023.\n\nRagazou, Konstantina, et al. \"[Agriculture 5.0: A new strategic management mode for a cut cost and an energy efficient agriculture sector](https://www.mdpi.com/1996-1073/15/9/3113).\" Energies 15.9 (2022): 3113.\n\nSiddharth, Dhirendra, Dilip Kumar Saini, and Ajay Kumar. [Precision agriculture with technologies for smart farming towards agriculture 5.0](https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119769170.ch14) Unmanned Aerial Vehicles for Internet of Things (IoT) Concepts, Techniques, and Applications (2021): 247-276.\n\nTiwari, Rajesh, et al. [Agriculture 5.0 in India: Opportunities and Challenges of Technology Adoption](https://www.taylorfrancis.com/chapters/edit/10.1201/9781003138037-10/agriculture-5-0-india-rajesh-tiwari-khem-chand-arvind-bhatt-bimal-anjum-thirunavukkarasu) A Step Towards Society 5.0 (2021): 179-198.\n\nVALENTIN, VLADUŢ, et al. [Principles of integration the agri-drones in agricultural production environments. New concepts towards agriculture-5.0](https://anale.agro-craiova.ro/index.php/aamc/article/download/1269/1198) Annals of the university of craiova-agriculture, montanology, cadastre series 51.2 (2021): 604-614.\n\nYin, Shi, Yuexia Wang, and Junfeng Xu. [Developing a conceptual partner matching framework for digital green innovation of agricultural high-end equipment manufacturing system toward agriculture 5.0: A Novel Niche Field Model Combined With Fuzzy VIKOR](https://www.frontiersin.org/articles/10.3389/fpsyg.2022.924109/full) Frontiers in Psychology 13 (2022): 924109.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirefly-cpp%2Fagriculture-4-0-5-0","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffirefly-cpp%2Fagriculture-4-0-5-0","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirefly-cpp%2Fagriculture-4-0-5-0/lists"}