[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3021":3,"related-3021":37},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":8,"published_at":11,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"search_phrases":31,"slug":34,"view_count":35,"doi":8,"paper":8,"created_at":36},3021,"农业农村部 工业和信息化部联合印发《全国农业机械化发展\"十五五\"规划》","https:\u002F\u002Fnews.gmw.cn\u002F2026-09\u002F21\u002Fcontent_39011129.htm","农业农村部、工业和信息化部近日联合印发《全国农业机械化发展\"十五五\"规划》（农机发〔2026〕5号）。规划明确到2030年农作物耕种收综合机械化率超过80%、丘陵山区力争提高到75%以上；小麦、水稻、玉米三大主粮实现更高水平机械化；人工智能、新能源等新技术新装备在农业机械化领域广泛应用；农机作业社会化服务能力大幅提高，农机防灾减灾救灾能力显著增强。规划部署五方面重点任务：深入实施农机装备高质量发展行动、聚力打通中试熟化堵点、拓展农机应用空间场景、提升农业机械化生产质量和水平、强化全产业链政策支持。",null,"![Image 1](https:\u002F\u002Fimg.gmw.cn\u002Fpic\u002FgmwLogo_share.jpg)\n\n点击右上角![Image 2](https:\u002F\u002Fimg.gmw.cn\u002Fpic\u002Fmgmw\u002Ficonshare.png)微信好友\n\n![Image 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\n若长时间无响应，请刷新本页面\n\n**光明日报北京9月20日电（记者陈晨、刘坤）**农业农村部、工业和信息化部近日联合印发《全国农业机械化发展“十五五”规划》，明确“十五五”时期农业机械化高质量发展的总体要求、具体目标和重点任务举措。规划强调，围绕破解农业机械化短板弱项，持续提高农机装备研发制造和推广应用水平，不断增强农业机械化生产及农机防灾减灾救灾能力。\n\n规划提出，到2030年，农业机械化高质量发展取得显著成效，农作物耕种收综合机械化率超过80%，丘陵山区农作物耕种收综合机械化率力争提高到75%以上，畜牧水产养殖、农产品初加工机械化加快发展；人工智能、新能源等新技术新装备在农业机械化领域广泛应用；农机作业社会化服务能力大幅提高，农机防灾减灾救灾能力显著增强。\n\n规划部署了五方面重点任务举措。一是深入实施农机装备高质量发展行动，加快提升先进适用产品供给能力；二是聚力打通中试熟化堵点，加力推进农机装备推广应用；三是拓展农机应用空间场景，推动形成新产业新业态；四是提升农业机械化生产质量和水平，增强农机防灾减灾救灾能力；五是强化全产业链政策支持，提升农机行业管理水平。\n\n《光明日报》（2026年09月21日 04版）\n\n[ 责编：杨煜 ]\n\n阅读剩余全文（）\n\n![Image 15](https:\u002F\u002Fimg.gmw.cn\u002Fcontent_banner\u002Fcontent_840x120_qrcodes.jpg)\n\n## 值班总编推荐\n\n*   [大学“过紧日子”应该成为常态](https:\u002F\u002Fguancha.gmw.cn\u002F2026-09\u002F18\u002Fcontent_39008305.htm)\n*   [AI赋能，文旅融合打开想象空间——2026中国文化旅游产业博览会观察](https:\u002F\u002Fnews.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009278.htm)\n*   [[文化中国行]黄河之水“玛多”来](https:\u002F\u002Fnews.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009248.htm)\n\n## 追思\n\n[![Image 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18](https:\u002F\u002Fimgnews.gmw.cn\u002Fattachement\u002Fpng\u002Fsite2\u002F20260920\u002F53d25c03f28c4cd2922606467cff039e.png)](http:\u002F\u002Fpolitics.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009645.htm)[探访世界技能博物馆](http:\u002F\u002Fpolitics.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009645.htm)\n*   [![Image 19](https:\u002F\u002Fimgnews.gmw.cn\u002Fattachement\u002Fpng\u002Fsite2\u002F20260920\u002Ffa6e18a5b753400bb3eef137ba65eaa2.png)](http:\u002F\u002Fpolitics.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009601.htm)[共享人工智能新未来](http:\u002F\u002Fpolitics.gmw.cn\u002F2026-09\u002F20\u002Fcontent_39009601.htm)\n\n光明网版权所有\n\n*   [光明日报社概况](https:\u002F\u002Fabout.gmw.cn\u002Fnode_21441.htm)\n*   [关于光明网](https:\u002F\u002Fabout.gmw.cn\u002Faboutus.htm)\n*   [报网动态](https:\u002F\u002Fabout.gmw.cn\u002Fnode_8926.htm)\n*   [联系我们](https:\u002F\u002Fabout.gmw.cn\u002Fnode_46280.htm)\n*   [法律声明](https:\u002F\u002Fabout.gmw.cn\u002Fnode_46279.htm)\n*   [光明网邮箱](https:\u002F\u002Fmail.gmw.cn\u002F)\n*   [网站地图](https:\u002F\u002Fwww.gmw.cn\u002Fmap.htm)\n\n![Image 20](https:\u002F\u002Fchannel-analysis.gmw.cn\u002F1.gif?s=1789949075530&cl=4108&pd=2026-09-21&ci=39011129&r=https:\u002F\u002Fnews.gmw.cn\u002F2026-09\u002F21\u002Fcontent_39011129.htm&at=%E6%9D%A8%E7%85%9C&tt=%E3%80%8A%E5%85%A8%E5%9B%BD%E5%86%9C%E4%B8%9A%E6%9C%BA%E6%A2%B0%E5%8C%96%E5%8F%91%E5%B1%95%E2%80%9C%E5%8D%81%E4%BA%94%E4%BA%94%E2%80%9D%E8%A7%84%E5%88%92%E3%80%8B%E5%8D%B0%E5%8F%91%E2%80%94%E2%80%94%E6%88%91%E5%9B%BD%E5%86%9C%E6%9C%BA%E8%A3%85%E5%A4%87%E7%A0%94%E5%8F%91%E5%88%B6%E9%80%A0%E5%92%8C%E6%8E%A8%E5%B9%BF%E5%BA%94%E7%94%A8%E6%B0%B4%E5%B9%B3%E5%B0%86%E6%8C%81%E7%BB%AD%E6%8F%90%E9%AB%98%20_%E5%85%89%E6%98%8E%E7%BD%91)\n\n[](https:\u002F\u002Fwww.facebook.com\u002Fguangmingonline)[](https:\u002F\u002Fwww.facebook.com\u002Fguangmingonline)\n\n[](https:\u002F\u002Ftwitter.com\u002FGuangming_Daily)[](https:\u002F\u002Ftwitter.com\u002FGuangming_Daily)\n\n[](javascript:;)","光明日报","2026-09-21T00:00:00Z","政策",10,true,95,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":13,"relevant":21,"comment":22},28,24,18,15,1,"两部委联合印发的全国性农机化五年规划，目标数字与五项重点任务明确，属产业级政策重磅资讯，值得进入每日精选。",[24],{"name":10,"url":6},[26,27,28,29,30],"智慧农业","农业人工智能","农业机械化","丘陵山区","农机防灾减灾",[32,33],"农业农村部 工业和信息化部 农机装备","农业人工智能 农机防灾减灾 农业机械化 丘陵山区","农业农村部工业和信息化部农机装备-3021",0,"2026-09-21T00:04:31.273910Z",{"total":38,"page":21,"page_size":38,"items":39},6,[40,66,99,127,155,180],{"id":41,"title":42,"url":43,"summary":44,"summary_zh":8,"content":45,"source_name":46,"source_url":8,"published_at":47,"category":48,"cover_url":8,"hotness":13,"is_selected":49,"score":50,"score_detail":51,"sources":56,"tags":58,"search_phrases":61,"slug":64,"view_count":21,"doi":8,"paper":8,"created_at":65},2076,"农业农村部信息中心主任王小兵调研四川仪陇智慧农业建设","https:\u002F\u002Fwww.yilong.gov.cn\u002Fxwdt\u002Fylyw\u002Ft_2359288.html","9月8日农业农村部信息中心主任、党委书记王小兵赴四川仪陇专题调研智慧农业发展与人工智能赋能农事服务中心建设。王小兵指出,仪陇基层农事服务阵地基础扎实、体系完善,具备打造丘陵山区智慧农业示范样板的良好条件,要紧扣农业生产全链条,聚焦水稻关键生产环节推动数字技术、人工智能与农事作业深度融合,打造可复制可推广的丘陵山区智慧农事服务示范标杆。","农业农村部信息中心主任、党委书记王小兵专题调研我县智慧农业建设工作\n\n![Image 1](http:\u002F\u002Fwww.yilong.gov.cn\u002Fimages\u002Fxl-info-date.png)发布时间：2026-09-10 12:00:00\n\n![Image 2](http:\u002F\u002Fwww.yilong.gov.cn\u002Fimages\u002Fxl-info-source.png)来源：仪陇融媒\n\n![Image 3](http:\u002F\u002Fwww.yilong.gov.cn\u002Fimages\u002Fxl-func-print.png)\n\n![Image 4](http:\u002F\u002Fwww.yilong.gov.cn\u002Fimages\u002Fxl-share.png)分享：[![Image 5](http:\u002F\u002Fwww.yilong.gov.cn\u002Fimages\u002Fxl-share-weixin.png)](https:\u002F\u002Fwww.yilong.gov.cn\u002Fxwdt\u002Fylyw\u002Ft_2359288.html#div_div)\n\n仪陇融媒（记者 牛榆）9月8日，农业农村部信息中心主任、党委书记王小兵到我县专题调研智慧农业发展、人工智能赋能农事服务中心建设工作，市、县相关负责人参加调研。\n\n座谈会上，王小兵对我县农业社会化服务及智慧农业建设成效给予充分肯定。他指出，仪陇基层农事服务阵地基础扎实、体系完善，具备打造丘陵山区智慧农业示范样板的良好条件。他强调，要紧扣农业生产全链条，聚焦水稻关键生产环节，推动数字技术、人工智能与农事作业深度融合，切实破解农业生产痛点难点，实现降本增效、助农增收。要系统整合现有服务阵地资源，统筹硬件升级与数字平台迭代，联动科技企业优化建设方案，全力打造可复制、可推广的丘陵山区智慧农事服务示范标杆。要立足本地产业特色，分步推进AI技术在粮食、特色果蔬产业落地应用，简化操作场景、降低农户使用门槛。同时坚持数智建设、品质提升、品牌培育一体推进，依托数字赋能擦亮仪陇农业特色品牌。\n\n![Image 6: b8bfe234173ec02bffa92a405ac6fc9e.jpg](https:\u002F\u002Fwww.yilong.gov.cn\u002Fxwdt\u002Fylyw\u002FW020260910725635248814_ORIGIN.jpg)\n\n会前，调研组实地走访我县农业社会化服务中心及相关分中心，详细查看智慧农业平台运行、智能设备配置、农事服务开展等情况，细致了解我县农业社会化服务体系建设成效与运营模式。\n\n![Image 7: c9fe13e330d0238205c8bd05d885e3e3.jpg](https:\u002F\u002Fwww.yilong.gov.cn\u002Fxwdt\u002Fylyw\u002FW020260910725635460667_ORIGIN.jpg)\n\n会上，市、县相关部门汇报了智慧农业建设、农业社会化服务体系构建及特色农业产业发展工作。参会人工智能科技企业介绍了自身技术研发、农业数字化应用及场景落地等相关情况。\n\n副县长熊挺参加会议。\n\n扫一扫用手机打开","仪陇县人民政府","2026-09-08T00:00:00Z","报道",false,56,{"impact":52,"substance":20,"depth":53,"authority":38,"freshness":54,"relevant":21,"comment":55},14,13,8,"部委信息中心负责人赴县级丘陵山区调研智慧农业与AI农事服务，提出打造可复制示范样板，方向性信号明确但属地方动态，适合作为主题聚合素材而非头条精选。",[57],{"name":46,"url":43},[59,26,27,29,60],"数字乡村","农事服务",[62,63],"农业人工智能 丘陵山区 农事服务 数字乡村","农业人工智能 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28(9):1032","2026-09-20T00:00:00Z","论文",79,{"impact":76,"substance":77,"depth":19,"authority":53,"freshness":13,"relevant":21,"comment":78},16,22,"轻量级双路径注意力网络在两大公开数据集上兼顾精度与可部署性，对嵌入式田间设备落地有实质参考价值。",[80],{"name":71,"url":69},[26,27,82,83,84],"病虫害识别","作物监测","轻量化模型",[86,87],"盐城工学院 DPMFNet 病虫害识别","PlantVillage AI Challenger 作物病害","盐城工学院DPMFNet病虫害识别-3048",{"doi":8,"openalex_id":8,"authors":90,"venue":8,"cited_by_count":35,"oa_url":8,"card":91,"direction":95,"ingested_from":97},[],{"tldr":92,"method":93,"finding":94,"direction":95,"opportunity":96},"提出轻量级双路径网络DPMFNet，实现复杂农田场景下的作物病虫害高精度识别。","空间-通道双注意力与多尺度深度可分离卷积，构建AttMDSCBlock残差结构。","仅14.24M参数、2.55G FLOPs，在PlantVillage与AI Challenger ","农业人工智能与决策模型","可探索真实田间多病虫害并发与边缘设备实时推理的轻量化自适应识别研究。","agent","2026-09-21T00:04:39.305757Z",{"id":100,"title":101,"url":102,"summary":103,"summary_zh":8,"content":8,"source_name":104,"source_url":8,"published_at":105,"category":73,"cover_url":8,"hotness":13,"is_selected":49,"score":106,"score_detail":107,"sources":109,"tags":111,"search_phrases":115,"slug":118,"view_count":35,"doi":8,"paper":119,"created_at":126},3047,"基于CNN\u002FLR\u002FGA-BP的辣椒叶病识别稳定性与精度多维度视觉特征比较","https:\u002F\u002Fwww.mdpi.com\u002F2311-7524\u002F12\u002F9\u002F1176","塔里木大学Xueting Ma、Yifei Li等联合东北林业大学、南京农业大学，构建1260份辣椒叶数据集（健康、细菌性斑点病、黄化卷叶病），采用Lab b-channel、RGB super-green、Otsu-ACWE三种分割算法系统评估最优预处理方案，提取32个融合视觉特征并以随机森林消除7个低贡献冗余特征保留25个判别变量。20次独立重复试验表明：CNN测试平均精度97.67%、平均AUC 0.999，稳定性最佳；LR计算成本低适合资源受限场景；GA-BP非线性拟合能力弱、预测波动严重。该研究为辣椒叶病识别提供标准化实验框架。","MDPI Horticulturae 12(9):1176","2026-09-19T00:00:00Z",78,{"impact":76,"substance":77,"depth":19,"authority":52,"freshness":54,"relevant":21,"comment":108},"基于1260份辣椒叶数据集系统比较CNN\u002FLR\u002FGA-BP三种模型，方法规范、结论可靠，对作物病害智能识别有参考价值。",[110],{"name":104,"url":102},[26,27,112,113,114],"图像识别","辣椒叶病","病害诊断",[116,117],"塔里木大学 辣椒叶病 识别","CNN 辣椒叶病 视觉特征","塔里木大学辣椒叶病识别-3047",{"doi":8,"openalex_id":8,"authors":120,"venue":8,"cited_by_count":35,"oa_url":8,"card":121,"direction":95,"ingested_from":97},[],{"tldr":122,"method":123,"finding":124,"direction":95,"opportunity":125},"比较CNN、LR、GA-BP对辣椒叶病的识别精度与稳定性，并评估三种分割预处理方案。","1260份辣椒叶图像，Lab\u002FRGB\u002FOtsu-ACWE分割，32特征经随机森林","CNN平均精度97.67%、AUC 0.999且最稳定；LR成本低适合资源受限；GA-BP波动严重。","可探索轻量化CNN与LR融合的田间实时识别方案，并验证多作物、多病害下的泛化稳定性。","2026-09-21T00:04:39.222838Z",{"id":128,"title":129,"url":130,"summary":131,"summary_zh":8,"content":8,"source_name":132,"source_url":8,"published_at":133,"category":73,"cover_url":8,"hotness":13,"is_selected":49,"score":134,"score_detail":135,"sources":138,"tags":140,"search_phrases":143,"slug":146,"view_count":35,"doi":8,"paper":147,"created_at":154},3046,"基于Flor-YOLO的香石竹鲜切花分级轻量化检测方法","https:\u002F\u002Ffinance.sina.com.cn\u002Froll\u002F2026-09-20\u002Fdoc-inisnssw6528969.shtml","西南林业大学李传孟、杨洁副教授、张晓宇在《智慧农业（中英文）》2026,8(4):85-99发表Flor-YOLO模型，针对香石竹鲜切花开放度人工分级主观性强、效率低问题，以YOLO11n为基线进行骨干网络、下采样方式、检测头结构针对性改进。Flor-YOLO在自建香石竹数据集上mAP@50达到96.10%，较基准模型提升3.25个百分点；模型参数量与计算量分别为1.26M和1.1GFLOPs，同比降低51.2%和82.5%。","智慧农业(中英文)2026,8(4):85-99","2026-09-20T12:26:00Z",83,{"impact":19,"substance":136,"depth":19,"authority":52,"freshness":13,"relevant":21,"comment":137},23,"核心期刊论文，提出轻量化Flor-YOLO模型实现香石竹鲜切花自动分级，数据翔实、方法有创新，对花卉产业智能化有参考价值。",[139],{"name":132,"url":130},[26,27,141,84,142],"花卉产业","鲜切花分级",[144,145],"西南林业大学 香石竹 鲜切花分级","Flor-YOLO 香石竹 检测","西南林业大学香石竹鲜切花分级-3046",{"doi":8,"openalex_id":8,"authors":148,"venue":8,"cited_by_count":35,"oa_url":8,"card":149,"direction":95,"ingested_from":97},[],{"tldr":150,"method":151,"finding":152,"direction":95,"opportunity":153},"提出轻量化Flor-YOLO模型，实现香石竹鲜切花开放度自动分级检测。","以YOLO11n为基线，改进骨干网络、下采样方式与检测头，自建香石竹数据集。","mAP@50达96.10%，较基准提升3.25个百分点，参数量与计算量分别降低51.2%和82.5%","可迁移至其他花卉或果蔬的轻量化分级，并探索边缘设备实时部署与多任务联合检测。","2026-09-21T00:04:39.154232Z",{"id":156,"title":157,"url":158,"summary":159,"summary_zh":8,"content":160,"source_name":161,"source_url":8,"published_at":162,"category":48,"cover_url":8,"hotness":13,"is_selected":49,"score":163,"score_detail":164,"sources":169,"tags":171,"search_phrases":175,"slug":178,"view_count":35,"doi":8,"paper":8,"created_at":179},3039,"江苏沿江地区农科所参加华东地区农学会学术年会：以\"AI赋能农业新质生产力发展\"为主题","https:\u002F\u002Fyj.jaas.ac.cn\u002Fxww\u002Fxwzx\u002Fart\u002F2026\u002Fart_c0ccb7c5ca5547768d1e29ed9427f12a.html","2026年华东地区农学会学术年会9-17至19在江苏扬州召开，以\"AI赋能农业新质生产力发展\"为主题，汇聚华东六省一市农业科研院所、高等院校、农技推广部门及农业科技企业专家代表。江苏沿江地区农科所王顺祥所长、陆兵副所长带队，组织10余名科研人员参会交流。中国工程院院士张洪程作《水稻绿色丰产无人化栽培技术》报告；日本工程院院士邓明聪分享人工智能与非线性控制技术融合及其在农业工程领域的应用。年会同步开设四大平行专题论坛：智慧种植·丰产提质、智慧养殖·节本增效、智造农机·装备赋能、智驱加工·延链强链。","所内要闻|AI赋能聚力发展农业新质生产力——沿江农科所参加华东地区农学会学术年会\n\n作者：唐明霞 文章来源：沿江所 点击数： 发布时间：2026-09-20 16:09\n\n为学习农业领域前沿科技创新成果，加强跨区域科研交流合作，9月17日至19日，2026年华东地区农学会学术年会在江苏扬州中兴天成国际酒店召开。本次年会以“AI赋能农业新质生产力发展”为主题，汇聚华东六省一市农业科研院所、高等院校、农技推广部门及农业科技企业专家代表。江苏沿江地区农科所王顺祥所长、陆兵副所长带队，组织10余名科研人员赴扬州参会交流。\n\n会议由江苏省农学会、扬州大学承办。开幕式后，主旨报告环节大咖云集。中国工程院院士张洪程作《水稻绿色丰产无人化栽培技术》报告；日本工程院院士邓明聪分享人工智能与非线性控制技术融合及其在农业工程领域的应用；南京农业大学陆明洲教授围绕畜禽养殖智能化技术、装备与农业大模型展开交流；南京工业大学徐虹教授介绍基于AI赋能的新型生物刺激素绿色生物制造研究。专家们从智慧种植、智能养殖、生物制造等方面，展现AI技术赋能现代农业的最新进展。\n\n9月18日下午，年会同步开设四大平行专题论坛：智慧种植·丰产提质、智慧养殖·节本增效、智造农机·装备赋能、智驱加工·延链强链。智慧种植专场聚焦AI大田生产管控、农业碳汇、水肥智能决策、数字化育种、大豆抗逆新品种选育等研究；智慧养殖专场研讨畜禽水产智能感知、稻虾生态种养智慧管控、畜禽行为智能识别与养殖环境调控技术；智造农机专场交流名优茶采摘机器人、设施蔬菜装备、智能育种加速器、丘陵山地农机装备研发实践；智驱加工专场围绕食品加工数字孪生、全溶性植物蛋白开发、果蔬及特色农产品精深加工技术开展研讨，覆盖农业生产全链条数字化转型。\n\n参会期间，我所科研人员结合自身研究方向，分赴各专题会场认真聆听报告，积极参与学术讨论，与华东地区同行专家深入交流，重点学习智慧农业装备、绿色高效栽培、农产品加工增值等领域创新成果，探讨科研项目协同合作路径。\n\n此次参会，有效拓宽了科研人员学术视野，进一步搭建起跨区域科研协作桥梁。下一步，江苏沿江地区农科所将充分吸收本次年会的新理念、新技术，立足南通沿江农业产业实际需求，持续推进农业科技创新，加快科技成果示范转化，为培育农业新质生产力、推动区域农业高质量发展贡献科研力量。\n\n[![Image 1: 1.jpeg](https:\u002F\u002Fyj.jaas.ac.cn\u002Fcms_files\u002Ffilemanager\u002F695893685\u002Fpicture\u002F20268\u002FS254e30553383497089ded7cfd802aec4-800.jpeg)](https:\u002F\u002Fyj.jaas.ac.cn\u002Fcms_files\u002Ffilemanager\u002F695893685\u002Fpicture\u002F20268\u002F254e30553383497089ded7cfd802aec4.jpeg)\n\n（图文：唐明霞；责任编辑：陈满峰；审核人：陈国清）","江苏省农业科学院沿江地区农业科学研究所","2026-09-20T10:00:00Z",58,{"impact":165,"substance":52,"depth":165,"authority":166,"freshness":167,"relevant":21,"comment":168},12,11,9,"区域性学术年会参会通稿，信息以会议议程与报告概览为主，无新增数据或独家结论，但AI赋能农业主题契合度高、时效新，可作为智慧农业主题页的聚合素材。",[170],{"name":161,"url":158},[26,27,172,173,174],"新质生产力","智能农机","数字育种",[176,177],"华东地区农学会 学术年会","沿江农科所 扬州 AI赋能","华东地区农学会学术年会-3039","2026-09-21T00:04:34.285572Z",{"id":181,"title":182,"url":183,"summary":184,"summary_zh":8,"content":8,"source_name":185,"source_url":8,"published_at":186,"category":48,"cover_url":8,"hotness":13,"is_selected":49,"score":187,"score_detail":188,"sources":190,"tags":192,"search_phrases":194,"slug":197,"view_count":35,"doi":8,"paper":8,"created_at":198},3038,"山东省农业农村厅省农业技术推广中心举办齐鲁\"三农\"讲堂专题学习人工智能与农业融合发展","http:\u002F\u002Fnync.shandong.gov.cn\u002Fxwzx\u002Fbmdt\u002F202609\u002Ft20260920_4996234.html","山东省农业农村厅省农业技术推广中心举办齐鲁\"三农\"讲堂，组织干部职工专题学习人工智能与农业融合发展的前沿知识，深入贯彻落实《数字乡村高质量发展行动计划（2026—2030年）》部署要求，加快提升智慧农业建设能力水平。本期讲堂邀请江苏省农业科学院智慧农业领域首席专家、研究员任妮，以《农业AI：从技术创新到产业落地》为题授课，系统分析\"人工智能+农业\"的发展现状、存在瓶颈，结合实例讲解传感器、核心算法、智能装备等关键技术在农业生产各环节的落地应用路径。","山东省农业农村厅","2026-09-20T08:00:00Z",63,{"impact":76,"substance":53,"depth":165,"authority":53,"freshness":167,"relevant":21,"comment":189},"省级农技推广系统组织的AI+农业专题培训，有专家授课与政策背景，属省级行业动态，信息增量中等。",[191],{"name":185,"url":183},[59,26,27,193],"齐鲁三农讲堂",[195,196],"山东省农业农村厅 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