[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2779":3},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":24,"tags":26,"view_count":32,"doi":33,"paper":34,"created_at":52},2779,"INFORMATION AND COMMUNICATION TECHNOLOGIES IN THE MANAGEMENT OF RISKS IN FAMILY AGRICULTURE: A SYSTEMATIC REVIEW OF THE LITERATURE","https:\u002F\u002Fdoi.org\u002F10.23900\u002Fartefactum.v25i9.4236","Family farming is relevant to food production, income generation and sustainable development, but it remains exposed to climatic, production, economic and operational risks. In this context, Information and Communication Technologies (ICTs) provide resources for monitoring, automation and decision support. This study analyzes the contributions of ICTs to risk management in family farming through a Systematic Literature Review conducted according to PRISMA 2020. Searches were carried out in Google Scholar, SciELO, the CAPES Periodicals Portal and the Brazilian Digital Library of Theses and Dissertations, considering publications from 2018 to 2026. After applying the inclusion and exclusion criteria, 14 studies composed the review corpus. The results indicate that the Internet of Things, sensors, automated systems and digital platforms contribute to monitoring, risk prevention, productive efficiency and sustainability. Limitations related to infrastructure, rural connectivity, implementation costs and farmer training persist. It is concluded that ICTs are strategic instruments for risk management in family farming, although integrated models combining innovation, cooperation, monitoring and decision support are still needed.","家庭农业与粮食生产、收入创造和可持续发展密切相关，但仍面临气候、生产、经济和经营风险。在此背景下，信息与通信技术（ICTs）为监测、自动化和决策支持提供了资源。本研究通过依据PRISMA 2020开展的系统性文献综述，分析ICTs对家庭农业风险管理的贡献。检索在Google Scholar、SciELO、CAPES期刊门户和巴西数字论文与学位论文图书馆中进行，考虑2018年至2026年的出版物。在应用纳入和排除标准后，14项研究构成了综述语料库。结果表明，物联网、传感器、自动化系统和数字平台有助于监测、风险预防、生产效率提升和可持续发展。与基础设施、农村连通性、实施成本和农民培训相关的局限仍然存在。结论认为，ICTs是家庭农业风险管理的战略性工具，尽管仍需要结合创新、合作、监测和决策支持的整合模式。",null,"Artefactum","2026-09-17T00:00:00Z","论文",10,false,62,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},12,18,15,8,9,1,"系统综述梳理物联网、传感器与数字平台在家庭农业风险管理中的作用，结论与局限清晰，但样本仅14篇且来源为行业平台，属细分领域参考性成果。",[25],{"name":10,"url":6},[27,28,29,30,31],"数字乡村","智慧农业","农业物联网","家庭农场","农业风险管理",0,"10.23900\u002Fartefactum.v25i9.4236",{"doi":33,"openalex_id":35,"authors":36,"venue":10,"cited_by_count":32,"oa_url":6,"card":44,"direction":50,"ingested_from":51},"W7213473081",[37,40,42],{"name":38,"orcid":39},"Vilson Gruber","https:\u002F\u002Forcid.org\u002F0000-0003-4092-8578",{"name":41,"orcid":9},"Samantha Ferreira da Silva",{"name":43,"orcid":9},"Dairce Londero",{"tldr":45,"method":46,"finding":47,"direction":48,"opportunity":49},"系统综述2018-2026年ICT在家庭农业风险管理中的贡献与局限。","PRISMA 2020系统文献综述，检索4个数据库，纳入14篇研究。","物联网、传感器与数字平台助力监测、风险预防与效率，但基础设施、连通性、成本与培训仍是瓶颈。","数字乡村与农业信息化","可研究面向小农户的低成本、低连通依赖的集成式风险监测与决策支持模型。","智慧农业 \u002F 农业物联网","openalex","2026-09-17T23:30:20.104369Z"]