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Disruptive Technologies in Agricultural Operations: A Systematic Review of AI-driven AgriTech ResearchSpanaki, K., Sivarajah, Uthayasankar, Fakhimi, M., Despoudi, S., Irani, Zahir 27 December 2020 (has links)
Yes / The evolving field of disruptive technologies has recently gained significant interest in various industries, including agriculture. The fourth industrial revolution has reshaped the context of Agricultural Technology (AgriTech) with applications of Artificial Intelligence (AI) and a strong focus on data-driven analytical techniques. Motivated by the advances in AgriTech for agrarian operations, the study presents a state-of-the-art review of the research advances which are, evolving in a fast pace over the last decades (due to the disruptive potential of the technological context). Following a systematic literature approach, we develop a categorisation of the various types of AgriTech, as well as the associated AI-driven techniques which form the continuously shifting definition of AgriTech. The contribution primarily draws on the conceptualisation and awareness about AI-driven AgriTech context relevant to the agricultural operations for smart, efficient, and sustainable farming. The study provides a single normative reference for the definition, context and future directions of the field for further research towards the operational context of AgriTech. Our findings indicate that AgriTech research and the disruptive potential of AI in the agricultural sector are still in infancy in Operations Research. Through the systematic review, we also intend to inform a wide range of agricultural stakeholders (farmers, agripreneurs, scholars and practitioners) and to provide research agenda for a growing field with multiple potentialities for the future of the agricultural operations.
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Användarcentrerad Guide för Hållbart Jordbruk - Utformning av ett gränssnitt för utveckling av kvävegödslingsstrategier / User-Centered Guide for Sustainable Crop Farming - Design and implementation of an interface for development of nitrogen fertilization strategiesFlügge, Josefine, Liljegren, Gustaf January 2020 (has links)
I detta examensarbete beskrivs processen för att designa, implementera och utvärdera ett webbgränssnitt som syftar till att hjälpa lantbrukare att ta fram en skräddarsydd kvävegödslingsstrategi. Målet med examensarbetet var att utforska hur ett sådant verktyg kan bli implementerat och brukas av målgruppen. I synnerhet granskades vilken data som är meningsfull för att ta beslut om kvävegödsling, hur gränssnittet kan implementeras för att vägleda användaren till ett beslut samt hur verktyget kan uppmana till mer effektiv växtodling.
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