[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2801":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":65},2801,"A comprehensive survey on machine vision applications in precision agriculture: current trends and future perspectives","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs41060-026-01278-4","A comprehensive survey on machine vision applications in precision agriculture: current trends and future perspectives。International Journal of Data Science and Analytics","精准农业中机器视觉应用的综合综述：当前趋势与未来展望。《国际数据科学与分析杂志》",null,"International Journal of Data Science and Analytics","2026-09-17T00:00:00Z","论文",10,false,77,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},18,20,17,13,9,1,"核心期刊发表的机器视觉精准农业综述，方法梳理与趋势判断具参考价值，但属综述类论文，产业影响有限。",[25],{"name":10,"url":6},[27,28,29,30,31],"智慧农业","农业人工智能","精准农业","遥感监测","机器视觉",0,"10.1007\u002Fs41060-026-01278-4",{"doi":33,"openalex_id":35,"authors":36,"venue":10,"cited_by_count":32,"oa_url":9,"card":58,"direction":62,"ingested_from":64},"W7213471057",[37,39,41,43,46,48,50,53,56],{"name":38,"orcid":9},"Shirun Gu",{"name":40,"orcid":9},"Xinyuan Fan",{"name":42,"orcid":9},"Lihui Zhu",{"name":44,"orcid":45},"Caixia Song","https:\u002F\u002Forcid.org\u002F0000-0003-3897-7629",{"name":47,"orcid":9},"Lei Mu",{"name":49,"orcid":9},"Zichen Zhang",{"name":51,"orcid":52},"Rui Zhang","https:\u002F\u002Forcid.org\u002F0000-0002-8634-3519",{"name":54,"orcid":55},"Tong Xu","https:\u002F\u002Forcid.org\u002F0000-0001-5564-192X",{"name":57,"orcid":9},"Zhiyuan Zhang",{"tldr":59,"method":60,"finding":61,"direction":62,"opportunity":63},"综述机器视觉在精准农业中的应用现状与未来趋势。","文献综述，梳理机器视觉在精准农业中的技术路线。","机器视觉已广泛用于作物监测、病虫害识别等，但落地仍受数据与算力限制。","农业人工智能与决策模型","可聚焦轻量化模型与边缘部署，解决田间实时性与数据稀缺问题。","openalex","2026-09-17T23:30:54.103781Z"]