[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2972":3,"related-2972":37},{"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":8,"created_at":36},2972,"2026世界农业科技创新大会（WAFI）在北京平谷开幕 6项国际成果集中发布","https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571737.shtm","2026世界农业科技创新大会9月17日在北京平谷开幕，以\"农食系统绿色健康转型\"为主题，来自30余个国际组织、科研机构和企业商会的近300位外宾参会，国内高校科研院所、大型企业、行业协会超200人作报告或主题演讲，总参会人数预计超1万人。大会创新发布环节集中推出6项覆盖技术方案、专家智库、国际报告的重要成果。中国农业大学教授孙其信院士在WAFI接受采访指出神农ZAO智能体已落地肯尼亚，用斯瓦希里语\"ZAO\"为农民提供适应当地农业生产的技术方案。",null,"中国科学报·科学网","2026-09-19T02:35:00Z","报道",10,false,83,{"impact":16,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},26,20,16,13,8,1,"国际性农业科技大会落地平谷并集中发布6项成果，含智能体出海肯尼亚的实质信息，具备精选价值。",[24],{"name":9,"url":6},[26,27,28,29,30],"智慧农业","农业人工智能","国际合作","世界农业科技创新大会","农食系统转型",[32,33],"WAFI 北京平谷 农业科技创新大会","神农ZAO 肯尼亚 智能体","WAFI北京平谷农业科技创新大会-2972",0,"2026-09-20T00:03:00.163181Z",{"total":38,"page":21,"page_size":38,"items":39},6,[40,64,98,129,158,186],{"id":41,"title":42,"url":43,"summary":44,"summary_zh":8,"content":45,"source_name":46,"source_url":8,"published_at":47,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":48,"score_detail":49,"sources":53,"tags":55,"search_phrases":59,"slug":62,"view_count":35,"doi":8,"paper":8,"created_at":63},2814,"WAFI2026世界农业科技创新大会在北京平谷开幕:6项国际成果集中发布","https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571635.shtm","2026世界农业科技创新大会(WAFI)9月17日在北京平谷开幕,以\"农食系统绿色健康转型\"为主题,采用\"1+8+1+N\"总体架构,共有30余个国际组织、科研机构和企业商会近300位重要外宾参会,预计总参会人数超1万人。集中发布6项重要成果:《中国模式助力全球农业绿色转型:科技小院出海计划》《农食一体、农医联动,农食系统绿色健康转型的平谷方案》《FAO创新报告》《CGIAR创新报告》《2026联合国可持续发展议程12.3报告》《AGRA创新报告》。","[![Image 1: 科学网新闻频道](https:\u002F\u002Fnews.sciencenet.cn\u002Fimages\u002Fnews.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002F)\n\n[生命科学](https:\u002F\u002Fwww.sciencenet.cn\u002Flife\u002F) | [医学科学](https:\u002F\u002Fwww.sciencenet.cn\u002Fmedicine\u002F) | [化学科学](https:\u002F\u002Fwww.sciencenet.cn\u002Fchemistry\u002F) | [工程材料](https:\u002F\u002Fwww.sciencenet.cn\u002Fmaterial\u002F) | [信息科学](https:\u002F\u002Fwww.sciencenet.cn\u002Finformation\u002F) | [地球科学](https:\u002F\u002Fwww.sciencenet.cn\u002Fearth\u002F) | [数理科学](https:\u002F\u002Fwww.sciencenet.cn\u002Fmathematics\u002F) | [管理综合](https:\u002F\u002Fwww.sciencenet.cn\u002Fpolicy\u002F)[站内规定](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog-45-1064777.html) | [手机版](https:\u002F\u002Fwap.sciencenet.cn\u002F)\n\n[首页](https:\u002F\u002Fwww.sciencenet.cn\u002F) | [新闻](https:\u002F\u002Fnews.sciencenet.cn\u002F) | [博客](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog.php) | [院士](https:\u002F\u002Fnews.sciencenet.cn\u002Fys\u002F) | [人才](https:\u002F\u002Ftalent.sciencenet.cn\u002F) | [会议](https:\u002F\u002Fmeeting.sciencenet.cn\u002F) | [基金·项目](https:\u002F\u002Ffund.sciencenet.cn\u002F) | [论文](https:\u002F\u002Fpaper.sciencenet.cn\u002F) | [绘图](https:\u002F\u002Fvisual-web.sciencenet.cn\u002F) | [视频·直播](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog.php?mod=video) | [小柯机器人](https:\u002F\u002Fpaper.sciencenet.cn\u002FAInews) | [医学科普](https:\u002F\u002Fyxkp.sciencenet.cn\u002F)\n\n作者：李晨 来源：中国科学报 发布时间：2026\u002F9\u002F17 14:01:44 选择字号：小 中 大 2026世界农业科技创新大会在北京平谷举行 9月17日，2026世界农业科技创新大会（WAFI）在北京平谷开幕。大会由中国农业大学、北京市农业农村局、北京市平谷区人民政府、国际农业研究磋商组织联合主办，北京市平谷区世农创农业科技中心承办。大会为期3天，以“农食系统绿色健康转型”为主题，采用“1+8+1+N”总体架构，共有来自30余个国际组织、科研机构和企业商会的近300位重要外宾及优秀青年代表参会发言，国内高校科研院所、大型企业、行业协会超200人作报告或主题演讲，预计总参会人数超过1万人。与会嘉宾围绕粮食安全、绿色低碳、AI农业、营养健康等前沿议题开展深度研讨，直面全球农食系统转型现实挑战，共绘可持续发展新图景。 ![Image 2](https:\u002F\u002Frmtzx.sciencenet.cn\u002Fkxwsprint\u002F6aab5edee4b078fce44b0a99.jpg)开幕式现场。李晨摄 教育部党组成员、副部长任友群，农业农村部党组成员、副部长张治礼，大会咨询委员会联席主席、世界粮食奖基金会荣誉主席Kenneth M. Quinn，中国农业大学党委书记、中国工程院院士钟登华，尼日尔前总理、非洲绿色革命联盟（AGRA）董事会成员Ibrahim Assane Mayaki，加蓬共和国农业部部长Pacome Kossy先后致辞，北京市副市长文献作开幕讲话。 大会创新发布环节集中推出6项覆盖技术方案、专家智库、国际报告的重要成果，为全球农食系统转型提供多元参考。中国工程院院士、中国农业大学教授张福锁发布《中国模式助力全球农业绿色转型：科技小院出海计划》；北京市平谷区委书记狄涛发布《农食一体、农医联动，农食系统绿色健康转型的平谷方案》；联合国粮食及农业组织首席经济学家Máximo Torero Cullen发布《联合国粮食及农业组织FAO创新报告》；国际热带农业研究所所长Simeon Ehui发布《国际农业磋商组织CGIAR创新报告》；联合国粮食及农业组织理事会独立主席Hans Hoogeveen发布《2026联合国可持续发展议程12.3报告》；非洲绿色革命联盟主席Alice Ruhweza发布《非洲绿色革命联盟AGRA创新报告》。 大会期间，资源循环与粮食减损、AI驱动全球农业转型、农业绿色可持续发展、膳食营养产业升级、农业创新与南南合作、高级别政策对话6场全体会议接续举行。多场次专题会议、平行会议、国际交流活动，以及世界农业科技创新博览会和WAFI公益林、巡游、农食汇、健康跑、市集等配套活动同期举办，着力打造集学术研讨、成果展示、产业对接、国际合作于一体的开放平台。 自2023年首届大会在中国举办至今，世界农业科技创新大会已成长为全球农食领域具有广泛影响力的高端国际交流平台。大会立足北京国际科技创新中心、农业中关村建设实践，链接全球创新资源，推动理念互鉴、技术互通、项目落地，为推动全球粮食安全治理、促进农食领域国际合作贡献平台力量。 版权声明：凡本网注明“来源：中国科学报、科学网、科学新闻杂志”的所有作品，网站转载，请在正文上方注明来源和作者，且不得对内容作实质性改动；微信公众号、头条号等新媒体平台，转载请联系授权。邮箱：shouquan@stimes.cn。\n\n打印 发E-mail给：\n\n以下评论只代表网友个人观点，不代表科学网观点。\n\n[![Image 3](https:\u002F\u002Fnews.sciencenet.cn\u002Fimages\u002Fnewcomm.gif)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtml\u002Fcomment.aspx?id=571635)\n\n相关新闻 相关论文\n*   1\n*   [大脑出了问题，答案藏在代谢里？](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571633.shtm)\n\n*   2\n*   [著名医学教育家、原北京医科大学副校长程伯基逝世](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571632.shtm)\n\n*   3\n*   [OpenAI调整安全问题披露机制](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571630.shtm)\n\n*   4\n*   [星舰第14次试飞定档9月22日](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571629.shtm)\n\n*   5\n*   [岳杰勇已任河南大学党委书记](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571626.shtm)\n\n*   6\n*   [“破茧”功能，何以真正破除“信息茧房”](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571625.shtm)\n\n*   7\n*   [人类开启“追日”新时代](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571613.shtm)\n\n*   8\n*   [研究揭示甲烷部分氧化制合成气驱动因素](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571610.shtm)\n\n*   1\n*   [厦大梁汉锋，阿卜杜拉国王科大 Husam N. 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农业人工智能","世界农业科技创新大会农业人工智能农食系统转型南南合作-2814","2026-09-18T00:03:24.558280Z",{"id":65,"title":66,"url":67,"summary":68,"summary_zh":8,"content":8,"source_name":69,"source_url":8,"published_at":70,"category":71,"cover_url":8,"hotness":12,"is_selected":13,"score":72,"score_detail":73,"sources":78,"tags":80,"search_phrases":84,"slug":87,"view_count":35,"doi":8,"paper":88,"created_at":97},3002,"改进生物神经网络的农业播种机全覆盖路径规划","https:\u002F\u002Fwww.mdpi.com\u002F2077-0472\u002F16\u002F18\u002F1968","江苏大学魏军等提出一种考虑播种与非播种运动模式切换机制的改进生物神经网络（BNN）方法，基于周围环境条件将下一节点状态分类为播种、封闭或转移节点。在BNN景观引导下机器沿平行直线路径继续播种操作；检测到封闭节点时切换至非播种模式并使用深度优先搜索算法搜索潜在封闭区域；检测到转移节点时同样切换非播种模式搜索合理的新目标节点。仿真表明该方法实现播种操作的完全覆盖同时避免重复遍历已播种区域。","MDPI Agriculture 16(18):1968","2026-09-14T00:00:00Z","论文",69,{"impact":74,"substance":75,"depth":76,"authority":19,"freshness":38,"relevant":21,"comment":77},12,21,17,"提出改进生物神经网络的全覆盖路径规划方法，方法新颖、结论可靠，但属细分领域学术进展，公共影响有限。",[79],{"name":69,"url":67},[26,27,81,82,83],"智能农机","路径规划","播种机",[85,86],"江苏大学 播种机 全覆盖路径规划","生物神经网络 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路径规划","江苏大学播种机全覆盖路径规划-3002",{"doi":8,"openalex_id":8,"authors":89,"venue":8,"cited_by_count":35,"oa_url":8,"card":90,"direction":94,"ingested_from":96},[],{"tldr":91,"method":92,"finding":93,"direction":94,"opportunity":95},"提出改进生物神经网络，实现农业播种机全覆盖路径规划并避免重复播种。","改进BNN结合节点分类与深度优先搜索，仿真验证。","方法实现播种完全覆盖，同时避免重复遍历已播种区域。","农业人工智能与决策模型","可结合真实农田地形与多机协同，验证动态环境下的路径规划鲁棒性。","agent","2026-09-20T00:03:08.288198Z",{"id":99,"title":100,"url":101,"summary":102,"summary_zh":8,"content":8,"source_name":103,"source_url":8,"published_at":104,"category":71,"cover_url":8,"hotness":12,"is_selected":13,"score":105,"score_detail":106,"sources":110,"tags":112,"search_phrases":116,"slug":119,"view_count":35,"doi":8,"paper":120,"created_at":128},3000,"Plant-GeoAT：几何感知3D植物点云器官身份解析用于器官级表型分析","https:\u002F\u002Fwww.mdpi.com\u002F2073-4395\u002F16\u002F18\u002F1809","四川农业大学吴俊杰等提出Plant-GeoAT几何感知解析网络，在RGB融合前编码局部相对-XYZ邻域并将空间邻域与特征空间关系耦合用于密集点预测。在自建油菜数据集、基于图像的大豆数据集、激光扫描Pheno4D玉米和番茄数据集上评估，5个随机种子下mIoU分别达92.26±0.28%、82.50±0.24%、99.74±0.05%、94.75±0.15%，玉米Stem IoU达99.57±0.09%。","MDPI Agronomy 16(18):1809","2026-09-15T00:00:00Z",78,{"impact":107,"substance":108,"depth":107,"authority":19,"freshness":38,"relevant":21,"comment":109},18,23,"方法新颖、多作物多数据集验证且精度数据扎实，属器官级表型分析细分领域的重要技术进展，值得进入每日精选。",[111],{"name":103,"url":101},[26,27,113,114,115],"油菜","高通量表型","三维点云",[117,118],"四川农业大学 植物点云 器官识别","Plant-GeoAT 表型分析","四川农业大学植物点云器官识别-3000",{"doi":8,"openalex_id":8,"authors":121,"venue":8,"cited_by_count":35,"oa_url":8,"card":122,"direction":126,"ingested_from":96},[],{"tldr":123,"method":124,"finding":125,"direction":126,"opportunity":127},"提出几何感知网络Plant-GeoAT，实现3D植物点云器官身份解析与器官级表型分析。","编码局部相对XYZ邻域并耦合空间与特征空间关系，在油菜、大豆、玉米、番茄点云数据","五个数据集mIoU最高达99.74%，玉米茎IoU达99.57%，验证了几何感知对器官分割的有效性。","农业遥感与作物表型","可探索跨物种、跨传感器的轻量化几何感知模型，并推动器官级表型与基因型关联分析。","2026-09-20T00:03:08.094512Z",{"id":130,"title":131,"url":132,"summary":133,"summary_zh":8,"content":8,"source_name":134,"source_url":8,"published_at":135,"category":71,"cover_url":8,"hotness":12,"is_selected":13,"score":136,"score_detail":137,"sources":140,"tags":142,"search_phrases":146,"slug":149,"view_count":35,"doi":8,"paper":150,"created_at":157},2999,"基于改进DeepLabv3+的高标准农田田间道路提取与结构指标量化框架","https:\u002F\u002Fwww.mdpi.com\u002F2077-0472\u002F16\u002F18\u002F1986","沈阳农业大学刘永生等开发了基于MobileNetV2改进DeepLabv3+的高标准农田田间道路提取轻量化框架，集成Normalization-based Attention Module与Content-Aware ReAssembly of FEatures。三次随机种子训练平均mIoU 93.34%、mPA 96.75%、精度98.90%，模型参数6.14M、推理速度17.04 FPS；沥青、混凝土、砾石道路宽度预测R²分别为0.650、0.486、0.662，宽度MAE 0.130\u002F0.140\u002F0.100 m。第二验证区域连通性指数从0.4682提升至0.4795，支持高标准农田田间道路高效、可量化、可追溯的验收检查。","MDPI Agriculture 16(18):1986","2026-09-16T00:00:00Z",77,{"impact":18,"substance":138,"depth":107,"authority":19,"freshness":20,"relevant":21,"comment":139},22,"方法有创新、指标详实，对高标准农田道路验收有实用价值，但属细分技术论文，影响面有限。",[141],{"name":134,"url":132},[26,27,143,144,145],"高标准农田","遥感","田间道路",[147,148],"沈阳农业大学 高标准农田 道路提取","DeepLabv3 田间道路 遥感","沈阳农业大学高标准农田道路提取-2999",{"doi":8,"openalex_id":8,"authors":151,"venue":8,"cited_by_count":35,"oa_url":8,"card":152,"direction":126,"ingested_from":96},[],{"tldr":153,"method":154,"finding":155,"direction":126,"opportunity":156},"提出改进DeepLabv3+轻量框架，提取高标准农田田间道路并量化结构指标。","MobileNetV2+NAM+CARAFE改进DeepLabv3+，多区域遥感","mIoU 93.34%，道路宽度预测R²最高0.662，连通性指数提升至0.4795。","可拓展至多作物、多地形道路提取，并结合时序遥感实现道路损毁动态监测。","2026-09-20T00:03:08.023498Z",{"id":159,"title":160,"url":161,"summary":162,"summary_zh":8,"content":8,"source_name":163,"source_url":8,"published_at":164,"category":71,"cover_url":8,"hotness":12,"is_selected":13,"score":165,"score_detail":166,"sources":168,"tags":170,"search_phrases":174,"slug":177,"view_count":35,"doi":8,"paper":178,"created_at":185},2998,"物候阶段渐进式多源数据融合的县域冬小麦产量预测","https:\u002F\u002Ffinance.sina.com.cn\u002Froll\u002F2026-09-18\u002Fdoc-inisheny8322115.shtml","西安财经大学王毅等联合江苏大学张立元副教授、西安理工大学西北旱区生态水利国家重点实验室、中国科学院重庆绿色智能技术研究院团队，以河南省100个冬小麦主产县为研究区融合2013—2022年遥感变量、气象变量和日光诱导叶绿素荧光光合变量，构建覆盖冬小麦分蘖期至成熟期的多源时序特征集。提出物候阶段渐进式多源数据融合方法明确不同物候阶段信息累积对县域冬小麦估产性能的影响。","智慧农业(中英文)2026,8(4):70-84","2026-09-18T00:00:00Z",80,{"impact":107,"substance":138,"depth":107,"authority":51,"freshness":20,"relevant":21,"comment":167},"以河南100个主产县2013—2022年遥感、气象与SIF数据构建物候阶段渐进式融合估产方法，数据规模与方法新颖性突出，对县域粮食产量预测有参考价值。",[169],{"name":163,"url":161},[26,27,171,172,173],"遥感估产","冬小麦","多源数据融合",[175,176],"河南 冬小麦 遥感估产","物候阶段 多源数据融合 产量预测","河南冬小麦遥感估产-2998",{"doi":8,"openalex_id":8,"authors":179,"venue":8,"cited_by_count":35,"oa_url":8,"card":180,"direction":126,"ingested_from":96},[],{"tldr":181,"method":182,"finding":183,"direction":126,"opportunity":184},"融合遥感、气象与SIF数据，提出物候阶段渐进式融合方法预测河南县域冬小麦产量。","2013—2022年河南100县遥感、气象、SIF多源时序特征，按物候阶段渐进融","明确不同物候阶段信息累积对县域冬小麦估产性能的影响，提升预测精度。","可探索物候自适应加权与深度学习融合，并迁移至其他作物及极端气候情景下的县域估产。","2026-09-20T00:03:07.932461Z",{"id":187,"title":188,"url":189,"summary":190,"summary_zh":8,"content":8,"source_name":191,"source_url":8,"published_at":192,"category":71,"cover_url":8,"hotness":12,"is_selected":13,"score":105,"score_detail":193,"sources":195,"tags":197,"search_phrases":201,"slug":204,"view_count":35,"doi":8,"paper":205,"created_at":212},2997,"基于无人机多光谱图像和VGG21模型的小麦渍害调控效果识别方法","https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7685741381196825088","江苏省农业科学院农业信息研究所梁万杰等联合中国农科院农业环境与可持续发展研究所、湖北粮作所、扬州大学等团队，针对小麦渍害防控提出基于无人机多光谱图像和VGG21模型的快速无损识别方法。在小麦拔节-抽穗和抽穗-灌浆两个阶段开展对照、渍水胁迫、硅肥调控和氨基酸调控4个类别数据集，大疆精灵4多光谱无人机采集小麦冠层多光谱图像，测产评估调控效果。","智慧农业(中英文)2026,8(4):60-69","2026-09-15T12:42:00Z",{"impact":107,"substance":138,"depth":107,"authority":51,"freshness":38,"relevant":21,"comment":194},"多机构协作提出无人机多光谱结合VGG21的小麦渍害无损识别方法，方法新颖、数据扎实，对智慧农业植保监测有参考价值。",[196],{"name":191,"url":189},[26,27,198,199,200],"无人机遥感","小麦渍害","多光谱成像",[202,203],"江苏省农科院 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