[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3601":3,"related-3601":46},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":8,"published_at":10,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":15,"sources":23,"tags":25,"search_phrases":31,"slug":34,"view_count":35,"doi":8,"paper":36,"created_at":45},3601,"植保无人机喷施纳米农药对稻纵卷叶螟防治效果研究","http:\u002F\u002Fwww.qikanvip.com\u002Fqkml\u002F166188.html","张建桃、刘广彬、黄路生、吴逢秋、文晟、刘雯等在《农机化研究》2026年第09期发表。文章在水稻分蘖末期、孕穗期进行植保无人机施药作业试验，研究不同飞行高度下雾滴在水稻冠层的沉积情况和两种农药、3种农药剂量对稻纵卷叶螟田间防治效果，并与人工施药（背负式电动喷雾器）的常规防治效果进行对比。结果表明：飞行高度1.5m优于2.5m；纳米农药防治效果优于非纳米农药；农药剂量越大防治效果越好；高度1.5m的防治效果在整体上优于2.5m；当农药剂量为80%时，无论飞行高度1.5m还是2.5m，纳米农药的防治效果均与人工施药没有显著差异。",null,"农机化研究 2026(09) 2026-09-01","2026-09-01T00:00:00Z","论文",10,false,67,{"impact":16,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},12,22,18,13,2,1,"核心期刊论文，给出飞行高度与纳米农药剂量的田间对比新结论，专业价值高但时效性偏弱，适合主题聚合而非每日精选。",[24],{"name":9,"url":6},[26,27,28,29,30],"智慧农业","水稻病虫害","精准施药","纳米农药","植保无人机",[32,33],"植保无人机 纳米农药 稻纵卷叶螟","水稻 雾滴沉积 防治效果","植保无人机纳米农药稻纵卷叶螟-3601",0,{"doi":8,"openalex_id":8,"authors":37,"venue":8,"cited_by_count":35,"oa_url":8,"card":38,"direction":42,"ingested_from":44},[],{"tldr":39,"method":40,"finding":41,"direction":42,"opportunity":43},"研究植保无人机喷施纳米农药对稻纵卷叶螟的防治效果及雾滴沉积规律。","水稻田间试验，对比飞行高度、农药类型与剂量，并与人工施药对照。","飞行高度1.5m、纳米农药及高剂量防治效果更优，80%剂量下与人工施药无显著差异。","智慧农业 \u002F 农业物联网","可探究不同作物冠层结构与气象条件下纳米农药无人机喷施的沉积与防效耦合机制。","agent","2026-09-27T00:05:18.302455Z",{"total":47,"page":21,"page_size":47,"items":48},6,[49,99,161,186,206,244],{"id":50,"title":51,"url":52,"summary":53,"summary_zh":54,"content":8,"source_name":55,"source_url":52,"published_at":56,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":57,"score_detail":58,"sources":63,"tags":65,"search_phrases":68,"slug":71,"view_count":35,"doi":72,"paper":73,"created_at":98},2501,"Numerical analysis of droplet deposition and drift patterns for multi-rotor UAVs in soybean-maize strip intercropping system","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.compag.2026.112407","Numerical analysis of droplet deposition and drift patterns for multi-rotor UAVs in soybean-maize strip intercropping system。Computers and Electronics in Agriculture","多旋翼无人机在大豆-玉米带状间作系统中的雾滴沉积与飘移模式数值分析。","Computers and Electronics in Agriculture","2026-09-14T00:00:00Z",69,{"impact":16,"substance":18,"depth":59,"authority":60,"freshness":61,"relevant":21,"comment":62},17,14,8,"核心期刊论文，用数值模拟揭示多旋翼无人机在大豆玉米带状复合种植中的雾滴沉积与飘移规律，方法新颖、结论对精准植保有参考价值，但属细分技术进展，公共影响有限。",[64],{"name":55,"url":52},[26,66,28,67,30],"农业遥感","大豆玉米带状复合种植",[69,70],"大豆玉米带状复合种植 植保无人机 农业遥感 智慧农业","大豆玉米带状复合种植 植保无人机","大豆玉米带状复合种植植保无人机农业遥感智慧农业-2501","10.1016\u002Fj.compag.2026.112407",{"doi":72,"openalex_id":74,"authors":75,"venue":55,"cited_by_count":35,"oa_url":8,"card":92,"direction":42,"ingested_from":97},"W7212969118",[76,78,80,82,84,87,90],{"name":77,"orcid":8},"Xinghua Liu",{"name":79,"orcid":8},"Lei Yang",{"name":81,"orcid":8},"Zhi Li",{"name":83,"orcid":8},"Yang Li",{"name":85,"orcid":86},"Qiaolin Chen","https:\u002F\u002Forcid.org\u002F0000-0002-3878-0001",{"name":88,"orcid":89},"Yanping Tian","https:\u002F\u002Forcid.org\u002F0000-0003-4303-6524",{"name":91,"orcid":8},"Xiang-Dong Li",{"tldr":93,"method":94,"finding":95,"direction":42,"opportunity":96},"用数值模拟分析多旋翼无人机在大豆-玉米带状间作系统中的雾滴沉积与飘移规律。","基于CFD数值模拟，结合多旋翼无人机下洗气流与作物冠层结构建模。","揭示了间作系统下无人机喷雾沉积分布与飘移特征，为精准施药提供依据。","可结合田间实测与机器学习，构建间作系统无人机变量喷雾决策模型。","openalex","2026-09-15T23:30:01.587453Z",{"id":100,"title":101,"url":102,"summary":103,"summary_zh":104,"content":8,"source_name":105,"source_url":102,"published_at":106,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":107,"score_detail":108,"sources":110,"tags":112,"search_phrases":116,"slug":119,"view_count":35,"doi":120,"paper":121,"created_at":160},3467,"Smart agriculture using digital holography and artificial intelligence","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffpls.2026.1871510","In viticulture, direct protection against downy and powdery mildews relies on the preventive application of fungicides, requiring growers to anticipate infection events. Decision-making is mainly supported by forecasting models driven by weather predictions. However, these decisions are inherently uncertain, as some treatments ultimately prove unnecessary, although this information only becomes available retrospectively from observed conditions. This study explores the integration of an advanced spore detection device to better target fungicide applications in vineyards, aiming to reduce the use of phytosanitary products while maintaining high grape quality. The stand-alone device uses digital holography combined with artificial intelligence (AI) for detecting and classifying airborne spores of both downy and powdery mildew. It enables the tracking of disease dynamics as well as the assessment of environmental conditions and treatment effects on spore counts. Two case studies with real-time data access in Changins, Switzerland and Château le Puy, France, are presented and revealed promising strategies for substantial reductions in fungicide use while maintaining effective disease control.","在葡萄栽培中，对霜霉病和白粉病的直接防护依赖于杀菌剂的预防性施用，这要求种植者预判侵染事件的发生。决策主要依靠由天气预报驱动的预测模型来支持。然而，这些决策本质上具有不确定性，因为有些处理最终被证明是不必要的，尽管这一信息只能通过观测条件回顾性地获得。本研究探索了集成先进孢子检测装置以更精准地指导葡萄园杀菌剂施用的方法，旨在减少植物检疫产品的使用，同时保持葡萄的高品质。该独立装置利用数字全息术结合人工智能（AI）来检测和分类空气中的霜霉病和白粉病孢子。它能够追踪病害动态，并评估环境条件和处理措施对孢子数量的影响。本文介绍了在瑞士Changins和法国Château le Puy进行的两个可实时获取数据的案例研究，并揭示了在保持有效病害控制的同时大幅减少杀菌剂用量的有前景的策略。","Frontiers in Plant Science","2026-09-24T00:00:00Z",80,{"impact":18,"substance":17,"depth":18,"authority":60,"freshness":61,"relevant":21,"comment":109},"数字全息结合AI检测葡萄病害孢子，为减少杀菌剂施用提供实证案例，方法新颖且具推广价值。",[111],{"name":105,"url":102},[26,113,28,114,115],"农业人工智能","葡萄种植","病害预警",[117,118],"数字全息 孢子检测 葡萄","霜霉病 白粉病 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Wolf",{"tldr":156,"method":157,"finding":158,"direction":42,"opportunity":159},"利用数字全息与AI检测葡萄园空气中霜霉和白粉病菌孢子，优化杀菌剂施用。","数字全息成像结合AI分类孢子，在瑞士和法国葡萄园实时监测。","孢子检测可追踪病害动态，在保持防效下大幅减少杀菌剂使用。","可探索孢子自动监测与气象预报融合的精准施药决策模型，并验证多作物适用性。","2026-09-25T23:30:09.459179Z",{"id":162,"title":163,"url":164,"summary":165,"summary_zh":8,"content":166,"source_name":167,"source_url":8,"published_at":168,"category":169,"cover_url":8,"hotness":12,"is_selected":13,"score":170,"score_detail":171,"sources":175,"tags":177,"search_phrases":181,"slug":184,"view_count":35,"doi":8,"paper":8,"created_at":185},3406,"广东新技术在乡村找'跑道'——'铁柱2号'冬瓜占广东同类品种40%以上，荔枝AI诊断准确率达95%以上","https:\u002F\u002Fepaper.nfnews.com\u002Fnfdaily\u002Fhtml\u002F202609\u002F22\u002Fcontent_10182068.html","南方日报深度报道：广东省农科院蔬菜所'铁柱2号'冬瓜开创'铁心'冬瓜新类型，累计推广面积约300万亩、占广东同类品种40%以上；茂名荔枝产业大数据平台完成DeepSeek本地化部署，病虫害诊断准确率提升至95%以上、平均诊断时间从数小时缩短至5秒以内；河源东源县柳城镇下坝村万绿智慧无人农场由中国工程院院士罗锡文团队指导打造1500亩无人化核心区，亩产提升至500公斤以上；全省植保无人机保有量约9000架，日作业能力约440万亩。","一粒种子，如何从实验室走向万亩良田？\n\n一片深海，如何将传统渔排升级为“数智牧场”？\n\n近日，以“创业兴村·向新而行”为主题的“农行杯”广东省第五届农村创业大赛总决赛在广州举行。经过现场路演和答辩，“AI超级蛋白工厂——医用蛋白‘宁德时代’”“合成生物技术赋能红景天富民工程”分别获得乡村新产业、农产品加工赛道一等奖，将代表广东参加2026年全国农村创业大赛。\n\n“感觉我们不是农业大赛，像科技大赛。”广东省第五届农村创业大赛总决赛专家评委组长曾准在点评中表示，本届比赛更加突出科技引领。人工智能、合成生物、智慧农业、种业创新……从获奖项目中可以窥见，新技术、新业态正深度融入农业生产和乡村产业发展之中。\n\n这场农村创业大赛，也是广东农业转型的缩影。透过赛场内外，可以清晰看到一条从科技创新到成果转化，再到农业新质生产力培育的完整路径。在广东推进“百县千镇万村高质量发展工程”的过程中，农业科技创新与产业创新实现深度融合，科技“关键变量”正在持续转化为乡村振兴的“最大增量”。\n\n“十五五”规划纲要明确提出，加快农业农村现代化，扎实推进乡村全面振兴，统筹发展科技农业、绿色农业、质量农业、品牌农业。科技创新是驱动乡村全面振兴的重要引擎，要加快科技成果高效转化，将科技创新关键变量转化为乡村全面振兴的最大增量，为实现共同富裕筑牢坚实根基。\n\n●南方日报记者 王悦阳\n\n大湾区的合成生物技术\n\n种到了高原\n\n禾虫是一种生长在沿海滩涂和咸淡水交汇稻田中的环节动物，在粤菜菜系中被视为滋补佳品，但传统养殖长期依赖自然条件，规模小、产量不稳定。乡村新产业赛道一等奖项目“AI超级蛋白工厂——医用蛋白‘宁德时代’”，通过育种创新、立体养殖设施和AI养殖系统，推动传统禾虫养殖向智能化、规模化发展，并进一步开发其蛋白价值。\n\n农产品加工赛道一等奖项目“合成生物技术赋能红景天富民工程”，则将合成生物技术应用于红景天育苗、种植和加工全链条。“我们把大湾区的合成生物创新技术种到了高原。”项目负责人陈绍强介绍，目前团队已在云南发展千亩以上种植基地，并通过提供种苗、技术和保底收购等方式与当地农户合作。\n\n人工智能也在重构农产品流通环节。获得乡村新产业赛道二等奖的“羊羊鲜供·粤港澳大湾区AI数智供应链创新平台”，将大模型应用于生鲜供应链。项目负责人刘洋2024年到清远连州创业，一年多跑了5万多公里，走访田间和市场，希望通过供应链改造减少流通损耗、提高效率，“让种菜的人赚到钱，让买菜的人安心买好菜”。\n\n传统特色产业同样在谋新求变。龙川县“车田山水豆腐”项目通过设备和加工工艺改造推动标准化生产，香云纱、沉香、水产加工等项目也通过技术、产品和经营模式创新拓展产业发展空间。\n\n广东省农村创业大赛自2021年创办以来已举办5届，累计吸引600余个项目参赛，孵化培育240多个优秀农村创业典型项目，持续发挥“以赛促学、以赛促创、以赛促融”作用。从赛场竞技到资源对接，从发现项目到培育人才，大赛已成为展示乡村产业创新成果、汇聚农村创业资源的重要平台。\n\n然而，正如曾准所言，技术最终要转化为产品和产业竞争力。科技成果转化是连接科技创新与农业农村现代化的关键桥梁，打通从技术突破到产业应用的“最后一公里”。\n\n那么，这些技术在广东大地上找到了怎样的“跑道”？\n\n智慧无人农场\n\n亩产提升至500公斤以上\n\n在广东，一批批农业新品种、新技术、新装备正在加速进入生产一线，直接推动生产、加工、流通、服务等环节的效率跃升。实验室中、创业大赛上涌现的科技“变量”，正在真实的产业场景中接受检验、完成转化。\n\n种业是农业的“芯片”。在广东，育种创新正在从实验室走向田间地头，游向深远海。\n\n广东海水鱼类苗种产量连续多年稳居全国首位，占全国超50%的比重。在潮州饶平，万佳水产与中山大学合作开展海鮸鱼全雄育种，通过分子标记辅助育种技术，将经济价值更高的雄性海鮸鱼比例大幅提升。“2023年以前，饶平的种苗长期依赖外地。”万佳水产董事长郑镇雄说，目前万佳水产已成功培育出海鮸鱼苗，年产苗约3000万尾，种苗实现本地化供应。\n\n在蔬菜领域，广东省农业科学院蔬菜研究所研究员谢大森和团队培育的“铁柱2号”冬瓜开创“铁心”冬瓜新类型，解决了黑皮冬瓜运输损耗高、发芽率低的产业痛点，累计推广面积约300万亩，占广东同类品种40%以上，是我国当前推广面积最大的黑皮冬瓜品种。一个品种的突破，带动的是整个冬瓜产业的标准化和商品化水平提升。\n\n新品种解决的是“种什么”，新技术解决的则是“怎么种”。在广东，新技术在广东农业中的应用正在从“单点试用”走向“系统嵌入”。\n\n在茂名，荔枝产业大数据平台完成人工智能大模型DeepSeek本地化部署，病虫害诊断从人工经验判断转向AI秒级分析，准确率提升至95%以上，生产效率提升30%，平均诊断时间从数小时缩短至5秒以内。在河源东源县柳城镇下坝村的万绿智慧无人农场，由中国工程院院士罗锡文团队指导打造的1500亩无人化核心区，配备无人驾驶旋耕机、插秧机、收割机等智能农机，已全面实现“耕、种、管、收”全流程云端远程操控，亩产提升至500公斤以上。\n\n广东多丘陵山地，六成以上耕地散落在山岭之间，大型农机进不去，传统人工耕作又苦又累。新装备的突破，正在改写这一困局。\n\n在茂名高州分界镇，果农谭锦威的荔枝园已扩至上千亩。他购入两架农业无人机后，600多亩果园中400亩需要深度作业的都靠无人机完成，谭锦威感叹：“两天就能打完一轮药，没有无人机，根本不敢种这么多。”在潮州凤凰山海拔近千米的高山茶园，23岁的“茶二代”韦镇辉组建了一支十几人的“00后”飞手团队，用农业无人机参与植保、飞防、施肥、吊送，服务凤凰镇及周边200多户茶农，累计覆盖茶园达5万亩。\n\n据广东省农业农村厅数据，全省植保无人机保有量约9000架，日作业能力约440万亩，登记在册的病虫害专业化防治服务组织1755个，从业人员约1.8万人。\n\n在海洋领域，新装备的迭代速度同样令人瞩目。近年来，湛江相继建成投入养殖的“海威”系列、“恒燚1号”等多个大型养殖平台，全省占比38%的养殖重器矩阵在此破浪——从半潜式到桁架式，从固定式到自航式，多品类多型号的“湛江造”重器持续领跑广东深远海装备发展。\n\n广东发挥雄厚的船舶与海工装备制造基础优势，推动“格盛1号”“伏羲一号”“湛江湾一号”等一批大型智能化养殖平台相继投产，相关技术和产品辐射主要沿海省份。截至8月2日，2026年全省已新建重力式网箱920个、桁架类网箱5个。\n\n从一粒种子到一片深海，从手机里的AI助手到高山上的无人机，新品种、新技术、新装备在广东的真实场景中释放出实实在在的产业价值。\n\n但一个更深层的问题随之浮现：这些技术场景为什么能在广东率先“跑通”？答案指向制度设计和政策推力。\n\n政策为技术落地“架桥铺路”\n\n农村科技特派员制度是广东打通技术落地“最后一公里”的关键一招。\n\n9月，潮州市饶平县东山镇的万亩茶园迎来秋茶采摘。驻东山镇科技特派员、华南农业大学张凌云教授团队穿梭于茶园、车间，指导茶农采茶做茶。“作为广东科技特派员，我长期扎根东山镇，把实验室的研究成果真正应用到茶叶生产过程中，帮助农户提高种茶制茶的技艺。”张凌云介绍，针对低档茶原料经济效益不高、所制茶类单一等问题，团队创新性地将单丛乌龙茶工艺改良为全发酵单丛红茶工艺，为低档茶原料开辟了新销路。\n\n从种业到技术再到装备，广东的政策体系正在系统性地为技术落地“架桥铺路”。\n\n广东省委农村工作会议明确提出，因地制宜、抓紧抓实“粤强种芯”“粤强农装”“粤强智农”工程，不断提升农业科技创新效能，大力发展农业新质生产力。在种业领域，全省系统收集保存农业种质资源36.8万份，位居全国前列；“拎包入住”式的现代化海洋牧场种业创新中心吸引全国63个顶尖科研团队入驻，针对41个适养品种开展联合攻关。在装备领域，广东陆续出台一系列政策推动低空经济高质量发展，支持农业无人机广泛应用于农林植保等综合场景应用。\n\n金融“活水”则为技术装备从实验室走向产业提供了关键支撑。\n\n近年来，广东印发了《广东省现代化海洋牧场设施设备险实施方案》，将设施设备纳入政策性保险范围，各级财政补贴保费75%，养殖主体保费自担25%，降低养殖主体生产风险。现代化海洋牧场养殖险养殖主体自担比例从40%降低至20%，减轻养殖主体负担。\n\n与此同时，农村创业大赛本身也是一种推动科技成果及时转化的制度设计。\n\n总决赛当天，中国农业银行广东省分行为参赛项目进行重点客户授信；仲恺农业工程学院科研团队与广东车田山水豆腐食品科技有限公司、广东马岭观花生态园有限公司等签订科技项目结对协议，围绕技术攻关、产品研发开展合作。从赛场竞技到资源对接，从发现项目到培育人才，“以赛促创”逐渐成为“百千万工程”助推广东农业加速变革的重要抓手。\n\n站在“十五五”开局之年新起点上，广东以“百千万工程”为总指引，以机制创新推动技术落地，以场景应用驱动新一轮的科技创新和成果转化，扎实推动乡村产业全面振兴，加快书写农业农村现代化的时代答卷。","南方日报 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cultivation","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs11119-026-10444-4","A deep learning-enhanced vision system for precision target spraying in chinese cabbage cultivation。Precision Agriculture","Precision Agriculture","2026-09-16T00:00:00Z",70,{"impact":16,"substance":18,"depth":193,"authority":60,"freshness":12,"relevant":21,"comment":215},"核心期刊论文，方法新颖且时效性强，但属细分作物技术进展，产业影响范围有限。",[217],{"name":211,"url":209},[26,113,28,219,220],"机器视觉","大白菜",[222,223],"农业人工智能 智慧农业 机器视觉 精准施药","农业人工智能 智慧农业","农业人工智能智慧农业机器视觉精准施药-2620","10.1007\u002Fs11119-026-10444-4",{"doi":225,"openalex_id":227,"authors":228,"venue":211,"cited_by_count":35,"oa_url":8,"card":8,"direction":8,"ingested_from":97},"W7213275445",[229,231,233,235,238,241],{"name":230,"orcid":8},"Changxi Liu",{"name":232,"orcid":8},"Hang Shi",{"name":234,"orcid":8},"Hao Sun",{"name":236,"orcid":237},"Hui Zhang","https:\u002F\u002Forcid.org\u002F0000-0001-8843-7298",{"name":239,"orcid":240},"Qingda Li","https:\u002F\u002Forcid.org\u002F0000-0002-9046-2094",{"name":242,"orcid":8},"Jun Hu","2026-09-16T23:30:03.326664Z",{"id":245,"title":246,"url":247,"summary":248,"summary_zh":8,"content":8,"source_name":249,"source_url":8,"published_at":250,"category":169,"cover_url":8,"hotness":12,"is_selected":13,"score":251,"score_detail":252,"sources":255,"tags":257,"search_phrases":261,"slug":264,"view_count":21,"doi":8,"paper":8,"created_at":265},1469,"新疆昌吉市 54.55 万亩机采棉陆续进入田间管理关键期：65 名农技人员、256 架无人机完成 95% 喷施作业","https:\u002F\u002Fnews.qq.com\u002Frain\u002Fa\u002F20260902A03W8N00","眼下昌吉市 54.55 万亩优质机采棉已陆续裂铃吐絮、进入田间管理关键期。全市组织 65 名农业技术人员、协调 256 架植保无人机在各乡镇开展技术指导和田管作业，预计 9 月 5 日左右全部完成。每亩施用 20-30 克乙烯利促进棉桃成熟又不伤棉花；新型植保无人机搭载北斗导航系统日作业面积可达 700 亩。榆树沟镇 6.83 万亩机采棉主要集中在曙光村、榆树沟村等地，已完成 90% 作业、剩余预计一周内完成。","腾讯新闻（昌吉市融媒体中心）","2026-09-02T00:00:00Z",55,{"impact":16,"substance":193,"depth":16,"authority":47,"freshness":253,"relevant":21,"comment":254},9,"地方农业无人机应用动态，数据具体，但影响范围有限。",[256],{"name":249,"url":247},[26,258,259,30,260],"棉花","田间管理","昌吉",[262,263],"植保无人机 智慧农业 田间管理 昌吉","植保无人机 智慧农业","植保无人机智慧农业田间管理昌吉-1469","2026-09-03T00:06:40.656867Z"]