[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-476":3,"related-476":50},{"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":22,"tags":24,"primary_topic":8,"secondary_topics":30,"classification":31,"search_phrases":45,"slug":48,"view_count":19,"doi":8,"paper":8,"created_at":49},476,"广东省农业AI研发需求征集中 8月15日截止","https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7672579447019438592","广东省依据《关于印发\"人工智能+\"农业农村领域应用推进方案的通知》(粤农农函〔2026〕492号)面向各地级以上市农业农村局及有关单位征集农业AI基础能力与智能体研发需求,涵盖智能体开发框架、农业数据治理、农业本体建模、农业场景智能体研发、农业智能装备关键部件、农业智能服务五大方向,8月15日截止填报。",null,"根据《关于印发“人工智能+”农业农村领域应用推进方案的通知》（粤农农函〔2026〕492号）关于加强智慧农业技术研究、推动人工智能赋能农业关键领域创新的部署，**现面向各地级以上市农业农村局、各有关单位征集农业AI基础能力与智能体研发需求**。\n\n**征集内容**\n\n**农业AI共性基础能力**\n\n**一是智能体开发框架关键技术。**研究智能体接口规范、消息交互协议及接入测试验收方法，突破智能体组件化封装、任务编排与多智能体协同等关键技术。\n\n**二是农业数据治理关键技术。**研究数据采集标准、元数据规范与全流程数据质量管控方法，设计数据服务总线API规范，突破多源数据融合、质量自动检测等关键技术。\n\n**三是农业本体建模关键技术。**研究本体表示框架、推理规则编码范式及建模质量评估方法，突破农业知识自动抽取、本体半自动构建等关键技术。\n\n**农业场景智能体研发**\n\n围绕种植、畜禽、水产等领域典型场景，如水稻病害识别、水稻物候期识别等，研发场景智能体，统一执行感知、推理、输出三层标准接口；配套建设场景本体库、标准数据集、领域数据采集标准三类共享资产。\n\n**农业智能装备与关键部件**\n\n面向种植、畜禽、水产、生物育种等领域，研发智慧农业芯片、物联网设备、AI视觉识别终端等关键部件；耕种管收、饲喂巡检、捕捞分选等智能作业装备；智能农机协同作业操作系统。\n\n**农业智能服务**\n\n围绕农业全产业链服务需求，征集环境监测、应急救灾、生产流通、科技成果转化等智能化技术与服务模式研发需求，应用人工智能新技术拓展服务场景，提升全产业链服务效能。\n\n**征集与推荐**\n\n各地级以上市农业农村管理部门负责统筹本辖区需求征集，组织高校、科研院所及涉农企业填报《研发需求征集表》（附件1），统一汇总填报《研发需求汇总表》（附件2），确保材料齐全、真实有效。\n\n**填报要求**\n\n**（一）需求描述。**写明产业应用背景、拟解决的关键技术问题及需求的紧迫性、必要性，说明当前技术水平现状和存在的瓶颈，可附国内外技术对比情况。智能体类需求须说明拟开发的智能体场景、遵循的感知推理输出三层标准接口及数据与知识来源；共性基础能力类需求须说明拟制定的标准规范或拟突破的关键技术；装备类需求须说明拟研发的关键部件、智能作业装备类型及主要用途。服务类需求说明具体服务场景，拟采用的智能化技术路径及拟形成的服务模式创新。\n\n**（二）攻关目标。**明确现状基准值与攻关目标值，如识别准确率、作业效率、数据质量合格率、标准规范文件数量、智能体数量、样机台套数等核心指标，量化可考核。\n\n**（三）预期成果。**说明拟形成的标志性成果及应用场景，包括共性关键技术突破、标准规范制定、场景智能体及配套场景本体库和标准数据集等共享资产、智慧农业芯片等关键部件和智能作业装备样机、智能化服务产品、服务模式或解决方案，尽量量化。\n\n实施周期为2027至2028年，经费按单项不超过100万元测算，不得与已获支持项目重复申报，涉密内容不得填报。\n\n**材料报送**\n\n相关材料请于2026年**8月15日前**通过粤政易发至联系人。\n\n联系人：科技教育处 常东\n\n邮箱：kczx_changd@gd.gov.cn\n\n编辑：广东农业农村","广东农业农村 2026-08-11","2026-08-10T16:00:00Z","政策",10,false,74,{"impact":17,"substance":18,"depth":17,"authority":13,"freshness":19,"relevant":20,"comment":21},18,22,6,1,"广东省农业AI研发需求征集，省级政策，内容具体，时效性稍差。",[23],{"name":10,"url":6},[25,26,27,28,29],"广东","智能体","人工智能+农业","粤农农函","征集",[],{"status":32,"locked":14,"version":33,"method":34,"evidence":35},"unclassified","2026-10-22.2","rules",{"candidates":36,"agricultural_evidence":43,"reason":44},[37],{"code":38,"score":39,"supported":14,"title":40,"abstract":41,"tags":42},"I2",2,[],[],[27,26],true,"缺少足够的主题证据",[46,47],"人工智能+农业 粤农农函 智能体 广东","人工智能+农业 粤农农函","人工智能+农业粤农农函智能体广东-476","2026-08-13T23:53:43.967608Z",{"total":19,"page":20,"page_size":19,"items":51},[52,135,199,240,311,358],{"id":53,"title":54,"url":55,"summary":56,"summary_zh":8,"content":57,"source_name":58,"source_url":8,"published_at":59,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":60,"score_detail":61,"sources":64,"tags":66,"primary_topic":8,"secondary_topics":71,"classification":72,"search_phrases":129,"slug":132,"view_count":133,"doi":8,"paper":8,"created_at":134},278,"广东省农业农村厅征集农业AI基础能力与智能体研发需求——围绕智能体开发框架、数据治理、本体建模、智能装备四大方向","https:\u002F\u002Fdara.gd.gov.cn\u002Fgkmlpt\u002Fcontent\u002F4\u002F4939\u002Fpost_4939559.html","广东省农业农村厅8月7日发布《关于征集农业AI基础能力与智能体研发需求的通知》(根据粤农农函〔2026〕492号《关于印发「人工智能+」农业农村领域应用推进方案的通知》部署),面向各地级以上市农业农村局、各有关单位征集农业AI基础能力与智能体研发需求。四大征集方向:一是农业AI共性基础能力,包括智能体开发框架关键技术(接口规范、消息交互协议、组件化封装、任务编排与多智能体协同)、农业数据治理关键技术(数据采集标准、元数据规范、多源数据融合、质量自动检测、数据服务总线API规范)、农业本体建模关键技术(本体表示框架、推理规则、编码范式、知识自动抽取、本体半自动构建);二是农业场景智能体研发,围绕种植、畜禽、水产等领域典型场景(如水稻病害识别、水稻物候期识别等),研发场景智能体,统一执行感知、推理、输出三层标准接口,配套建设场景本体库、标准数据集、领域数据采集标准三类共享资产;三是农业智能装备与关键部件,研发智慧农业芯片、物联网设备、AI视觉识别终端等关键部件,耕种管收、饲喂巡检、捕捞分选等智能作业装备,智能农机协同作业操作系统;四是农业智能服务,围绕环境监测、应急救灾、生产流通、科技成果转化等智能化技术与服务模式研发需求,提升全产业链服务效能。","一是智能体开发框架关键技术。研究智能体接口规范、消息交互协议及接入测试验收方法，突破智能体组件化封装、任务编排与多智能体协同等关键技术。\n\n二是农业数据治理关键技术。研究数据采集标准、元数据规范与全流程数据质量管控方法，设计数据服务总线API规范，突破多源数据融合、质量自动检测等关键技术。\n\n三是农业本体建模关键技术。研究本体表示框架、推理规则、编码范式及建模质量评估方法，突破农业知识自动抽取、本体半自动构建等关键技术。\n\n（二）农业场景智能体研发。围绕种植、畜禽、水产等领域典型场景，如水稻病害识别、水稻物候期识别等，研发场景智能体，统一执行感知、推理、输出三层标准接口；配套建设场景本体库、标准数据集、领域数据采集标准三类共享资产。\n\n（三）农业智能装备与关键部件。面向种植、畜禽、水产、生物育种等领域，研发智慧农业芯片、物联网设备、AI视觉识别终端等关键部件；耕种管收、饲喂巡检、捕捞分选等智能作业装备；智能农机协同作业操作系统。\n\n（四）农业智能服务。围绕农业全产业链服务需求，征集环境监测、应急救灾、生产流通、科技成果转化等智能化技术与服务模式研发需求，应用人工智能新技术拓展服务场景，提升全产业链服务效能。","广东省农业农村厅 2026-08-07","2026-08-07T00:00:00Z",84,{"impact":18,"substance":18,"depth":17,"authority":62,"freshness":13,"relevant":20,"comment":63},12,"省级政策征集农业AI研发需求，方向明确，具有行业指导意义，信息增量高。",[65],{"name":58,"url":55},[25,27,67,68,69,70],"农业智能体","AI基础能力","数据治理","本体建模",[],{"status":73,"locked":14,"version":33,"method":34,"evidence":74},"needs_review",{"candidates":75,"agricultural_evidence":43,"reason":128},[76,83,89,95,101,107,113,119,123],{"code":77,"score":78,"supported":43,"title":79,"abstract":80,"tags":82},"A1",3,[],[81],"水稻",[],{"code":84,"score":78,"supported":43,"title":85,"abstract":86,"tags":88},"C",[],[87],"畜禽",[],{"code":90,"score":78,"supported":43,"title":91,"abstract":92,"tags":94},"D",[],[93],"水产",[],{"code":96,"score":78,"supported":43,"title":97,"abstract":98,"tags":100},"F5",[],[99],"农机",[],{"code":102,"score":78,"supported":43,"title":103,"abstract":104,"tags":106},"G1",[],[105],"成果转化",[],{"code":108,"score":78,"supported":43,"title":109,"abstract":110,"tags":112},"I1",[],[111],"智慧农业",[],{"code":114,"score":78,"supported":43,"title":115,"abstract":116,"tags":118},"I5",[],[117],"物联网",[],{"code":38,"score":39,"supported":14,"title":120,"abstract":121,"tags":122},[],[],[27,67],{"code":124,"score":20,"supported":14,"title":125,"abstract":126,"tags":127},"I6",[],[],[69],"多个产业证据相当，需要确认主归属",[130,131],"人工智能+农业 农业智能体 AI基础能力 数据治理","人工智能+农业 农业智能体","人工智能+农业农业智能体AI基础能力数据治理-278",5,"2026-08-07T23:57:47.789392Z",{"id":136,"title":137,"url":138,"summary":139,"summary_zh":8,"content":140,"source_name":141,"source_url":8,"published_at":142,"category":143,"cover_url":8,"hotness":13,"is_selected":14,"score":144,"score_detail":145,"sources":150,"tags":152,"primary_topic":156,"secondary_topics":160,"classification":166,"search_phrases":193,"slug":196,"view_count":197,"doi":8,"paper":8,"created_at":198},5432,"广东农科院水稻所主办 2026 年再生稻技术培训和现场观摩会在始兴举行","https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573077.shtm","广东省农业科学院水稻研究所主办的 2026 年再生稻技术培训和现场观摩会在韶关市始兴县举行，面向粤北「一季有余、两季不足」光温受限区域挖掘周年粮食产能。始兴县澄江镇善亨村 750 亩再生稻示范基地在省农科院水稻所、省农技推广中心和省水稻产业技术体系技术支撑下实行标准化种植，集中展示多个优质稻、杂交稻品种并开展品种对比试验。近年来始兴再生稻已连续 3 年实现头季、再生季两季亩产突破「吨粮」。","广东省农业技术推广中心种植业技术与种业推广部部长罗学梅在总结中充分肯定再生稻项目取得的技术突破和示范成效，并就下一阶段强化技术指导、完善示范推广体系、推动再生稻扩大应用等工作作出部署。他指出，要进一步加强科研、推广、种业和种植主体协同联动，加快适宜品种、先进技术和标准模式落地，为稳定粮食生产提供有力支撑。\n\n随后，与会人员前往始兴县澄江镇善亨村750亩再生稻示范基地开展现场观摩。该基地在广东省农业科学院水稻研究所、广东省农业技术推广中心以及广东省水稻产业技术体系的技术支撑下实行标准化种植，集中展示多个优质稻、杂交稻品种，并开展品种对比试验。技术人员走进田间，结合不同品种长势，围绕品种筛选、栽培管理、促芽肥施用、病虫害防控和机械化收割等关键环节进行讲解，并面对面解答参会人员提出的生产问题。\n\n参训人员沿着田埂仔细察看苗情和穗型，认真听取田间讲解，踊跃交流技术要点，现场学习氛围浓厚。此次活动将室内授课与田间教学有机结合，进一步提升了基层农技人员和种植主体对再生稻技术的认识，增强了推广应用信心。与会人员表示，将结合本地生产实际，把学习成果转化为田间管理措施，积极提升再生稻种植水平。\n\n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。","科学网 2026-10-17","2026-10-17T00:00:00Z","报道",58,{"impact":146,"substance":147,"depth":148,"authority":62,"freshness":19,"relevant":20,"comment":149},16,13,11,"省级科研机构主办的再生稻技术培训与田间观摩，有示范基地和品种对比等实质内容，但属常规推广活动，影响力限于区域。",[151],{"name":141,"url":138},[25,81,153,154,155],"再生稻","农技推广","粮食生产",{"code":77,"slug":157,"name":81,"path":158,"parent_code":159},"rice","\u002Ftopic\u002Ffield-crops\u002Frice","A",[161],{"code":102,"slug":162,"name":163,"path":164,"parent_code":165},"extension-transfer","农技推广与成果转化","\u002Ftopic\u002Frural-services\u002Fextension-transfer","G",{"status":167,"locked":14,"version":33,"method":34,"evidence":168},"classified",{"candidates":169,"agricultural_evidence":43},[170,176,182,189],{"code":77,"score":171,"supported":43,"title":172,"abstract":173,"tags":175},27,[81,153],[81,174,153],"杂交稻",[153,81],{"code":102,"score":177,"supported":43,"title":178,"abstract":180,"tags":181},15,[179],"技术培训",[154,179],[154],{"code":183,"score":184,"supported":43,"title":185,"abstract":186,"tags":188},"A8",4,[],[187],"粮食产能",[155],{"code":159,"score":20,"supported":14,"title":190,"abstract":191,"tags":192},[],[],[155],[194,195],"广东农科院 再生稻 始兴","再生稻 技术培训 观摩会","广东农科院再生稻始兴-5432",0,"2026-10-21T00:10:01.007510Z",{"id":200,"title":201,"url":202,"summary":203,"summary_zh":8,"content":204,"source_name":205,"source_url":8,"published_at":142,"category":143,"cover_url":8,"hotness":13,"is_selected":14,"score":206,"score_detail":207,"sources":211,"tags":213,"primary_topic":217,"secondary_topics":218,"classification":219,"search_phrases":235,"slug":238,"view_count":197,"doi":8,"paper":8,"created_at":239},5272,"广东再生稻示范片连续3年头季、再生季两季亩产突破\"吨粮\"","https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573077.shtml","2026年再生稻技术培训和现场观摩会在韶关始兴县举行,广东省农科院水稻研究所联合广东省农业技术推广中心在始兴县澄江镇善亨村建立750亩再生稻示范基地,标准化种植多个优质稻杂交稻品种;省农科院水稻研究所王昕钰博士、梁开明研究员作专题报告;始兴连续3年实现头季和再生季两季合计亩产突破\"吨粮\"。","[![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头 条[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Ftopnews.aspx)\n\n[他们藏在银发里不变的初心](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573123.shtm)\n\n[他们将毕生光阴献给祖国的科学事业，待到暮年，依旧坚守在科研阵地上。岁月磨不去求索的热忱，风霜不减报国初心。藏在银发里的，是他们此生不变的信仰与担当……](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573123.shtm)\n\n[《自然》（20261015出版）一周论文导读](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573156.shtm)\n\n[分子自旋链与超导体的宇称依赖耦合、隐藏反应路径为钙钛矿LED的添加剂工程提供信息、高糖食物加剧抗生素引发的微生物组紊乱等成果获进展。](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573156.shtm)\n\n要 闻[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Findexyaowen.aspx)\n\n*   ·[直播回放｜量子计算机补货：原子装载提速近100倍](https:\u002F\u002Fweibo.com\u002Fl\u002Fwblive\u002Fp\u002Fshow\u002F1022:2321325354657219477728)\n*   ·[直播预告｜大模型时代：多模态聚类是否仍有必要？](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572962.shtm)\n*   ·[封面文章 | hLife：设计新型呼吸道病毒黏膜疫苗](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572868.shtm)\n*   ·[多家期刊拒绝人工智能参与撰写稿件，润色也不行](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573169.shtm)\n*   ·[从昆明出发的追问，穿越七十载科学长河](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573167.shtm)\n\n*   ·[一周热闻回顾（2026年10月18日）](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573166.shtm)\n*   ·[青海一高校教师举报自己论文两次被同事冒用｜动态](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573155.shtm)\n*   ·[上海交大迎来首个全英文国际本科生学位项目](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573149.shtm)\n*   ·[励建书院士：AI赋能之下需要更多一流数学家](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573148.shtm)\n\n[![Image 2: 一串红新品种亮相长安街花坛](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F202610151335227710.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572943.shtm)\n\n[一串红新品种亮相长安街花坛](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572943.shtm)[新闻图集](https:\u002F\u002Fnews.sciencenet.cn\u002Fimgnews.aspx) [![Image 3: 在原子尺度“观察”交错磁序](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F20261014113318990.png)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572860.shtm)[![Image 4: 打通试验田到生产田的“最后一公里”](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F202610121054457860.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572770.shtm)[![Image 5: 科学网2026年9月十佳博文榜单公布！](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F202610101238573490.jpg)](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog-45-1555866.html) [在原子尺度“观察”交错磁序](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572860.shtm)[打通试验田到生产田的“最后一公里”](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572770.shtm)[科学网2026年9月十佳博文榜单公布！](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog-45-1555866.html)\n\n科报深度[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-F-1.aspx)\n\n*   ·[“淘”出一个“可信可亲可敬”的科学家](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573161.shtm \"“淘”出一个“可信可亲可敬”的科学家\")\n*   ·[5年6000余人次，第三次新疆科考交出“新答卷”](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573159.shtm \"5年6000余人次，第三次新疆科考交出“新答卷”\")\n*   ·[王业宁院士：一生自强 一世求真](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573158.shtm \"王业宁院士：一生自强 一世求真\")\n*   ·[为AI发展带来新启示，我国科学家破解大脑决策“...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573150.shtm \"为AI发展带来新启示，我国科学家破解大脑决策“微观密码”\")\n*   ·[励建书院士：AI赋能之下需要更多一流数学家](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573148.shtm \"励建书院士：AI赋能之下需要更多一流数学家\")\n*   ·[主编曾大军：DRA不是“又一本数据期刊”](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573140.shtm \"主编曾大军：DRA不是“又一本数据期刊”\")\n\n国 际[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-7-1.aspx)\n\n*   ·[《自然》（20261015出版）一周论文导读](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573156.shtm \"《自然》（20261015出版）一周论文导读\")\n*   ·[《科学》（20261015出版）一周论文导读](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573118.shtm \"《科学》（20261015出版）一周论文导读\")\n*   ·[三个人脑类器官协同“读懂”盲文字母](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573095.shtm \"三个人脑类器官协同“读懂”盲文字母\")\n*   ·[模拟显示太阳系“剩余寿命”将大幅缩短](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573027.shtm \"模拟显示太阳系“剩余寿命”将大幅缩短\")\n*   ·[国际计量局通过决议：使用半个多世纪的闰秒将被...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572985.shtm \"国际计量局通过决议：使用半个多世纪的闰秒将被取消\")\n*   ·[微型机器人靶向心脏感染病灶精准送药](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572918.shtm \"微型机器人靶向心脏感染病灶精准送药\")\n\n高 校[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-9-1.aspx)\n\n*   ·[他们藏在银发里不变的初心](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573123.shtm \"他们藏在银发里不变的初心\")\n*   ·[多家期刊拒绝人工智能参与撰写稿件，润色也不行](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573169.shtm \"多家期刊拒绝人工智能参与撰写稿件，润色也不行\")\n*   ·[从昆明出发的追问，穿越七十载科学长河](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573167.shtm \"从昆明出发的追问，穿越七十载科学长河\")\n*   ·[青海一高校教师举报自己论文两次被同事冒用｜动...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573155.shtm \"青海一高校教师举报自己论文两次被同事冒用｜动态\")\n*   ·[上海交大迎来首个全英文国际本科生学位项目](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573149.shtm \"上海交大迎来首个全英文国际本科生学位项目\")\n*   ·[励建书院士：AI赋能之下需要更多一流数学家](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573148.shtm \"励建书院士：AI赋能之下需要更多一流数学家\")\n\n科 普[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-K-1.aspx)\n\n*   ·[一周热闻回顾（2026年10月18日）](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573166.shtm \"一周热闻回顾（2026年10月18日）\")\n*   ·[李德生：矢志为国探油，漫漫征程藏于子女之名](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573065.shtm \"李德生：矢志为国探油，漫漫征程藏于子女之名\")\n*   ·[半米高，2公斤重！新发现的霸王滇菌能吃吗？](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572964.shtm \"半米高，2公斤重！新发现的霸王滇菌能吃吗？\")\n*   ·[研究显示：孕期慢性压力会改变胎盘影响胎儿大脑...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572914.shtm \"研究显示：孕期慢性压力会改变胎盘影响胎儿大脑发育\")\n*   ·[冰川科普不能只讲冰川在退，还要直面冰川会崩](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572733.shtm \"冰川科普不能只讲冰川在退，还要直面冰川会崩\")\n*   ·[时隔11年再获诺贝尔物理学奖，中微子研究有多特...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572544.shtm \"时隔11年再获诺贝尔物理学奖，中微子研究有多特别\")\n\n[生命科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=3)\n\n[主编曾大军：DRA不是“又一本数据期...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573140.shtm)\n\n[![Image 6: 一串红新品种亮相长安街花坛](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F202610151335227710.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572943.shtm)*   [我国的全球农情遥感监测平台获联合国...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573116.shtm)\n*   [植物星球计划：为“植物生命之树”绘...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573066.shtm)\n*   [树突计算为认知灵活性在细胞层面信息...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573040.shtm)\n\n[医学科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=6)\n\n[97岁神经外科专家张瓦城逝世](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573115.shtm)\n\n[![Image 7: 新研究破解致命出血热病毒复制之谜](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F7\u002F2026727201184270.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F7\u002F568907.shtm)*   [2026年度华医科技奖终审通过项目公示](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572955.shtm)\n*   [我国著名骨外科学专家董天华逝世](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572952.shtm)\n*   [研究显示：孕期慢性压力会改变胎盘影...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572914.shtm)\n\n[化学科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=7)\n\n[科研团队以技术创新破解固废注浆材料...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573054.shtm)\n\n[![Image 8: 研究揭示甲烷部分氧化制合成气驱动因素](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F9\u002F2026917125225680.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F571610.shtm)*   [连续4年空缺的国自然科学一等奖，被他...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572869.shtm)\n*   [我国醇催化脱氢制醛技术实现工业化进...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572570.shtm)\n*   [诺奖解读：他们解开了化学中的不对称...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572564.shtm)\n\n[工程材料](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=8)\n\n[直播预告｜大模型时代：多模态聚类是...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572962.shtm)\n\n[![Image 9: 新设计多孔电极提升液流电池性能](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F9\u002F2026941452486610.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F9\u002F570866.shtm)*   [戈壁小镇如何成为世界级天文观测基地...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573130.shtm)\n*   [仪器仪表学会青年科技人才培育计划申...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573120.shtm)\n*   [半导体物理与凝聚态物理领域资深学者...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573029.shtm)\n\n科报快讯[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-V-1.aspx)\n\n*   ·[2026中国—中亚科技人文交流系列活动在西安启幕](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573165.shtm \"2026中国—中亚科技人文交流系列活动在西安启幕\")\n*   ·[中国农大“人呆手户”科普平台迎来创办十周年](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573164.shtm \"中国农大“人呆手户”科普平台迎来创办十周年\")\n*   ·[国际计量大会决定取消闰秒](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573146.shtm \"国际计量大会决定取消闰秒\")\n*   ·[南京土壤所绘制全国首张国家尺度复合土壤侵蚀空...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573145.shtm \"南京土壤所绘制全国首张国家尺度复合土壤侵蚀空间分布图\")\n*   ·[SpaceX向国际空间站运送多种科研设备](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573142.shtm \"SpaceX向国际空间站运送多种科研设备\")\n*   ·[科学家创制光唇鱼基因编辑新种质](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573097.shtm \"科学家创制光唇鱼基因编辑新种质\")\n\n动态[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-T-1.aspx)\n\n*   ·[中南大学湘雅医院建院120周年学术交流会召开](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573168.shtm \"中南大学湘雅医院建院120周年学术交流会召开\")\n*   ·[南京土壤所新研究首次量化植被恢复对土壤减蚀的...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573163.shtm \"南京土壤所新研究首次量化植被恢复对土壤减蚀的影响\")\n*   ·[IOP 出版社与科学出版社宣布建立战略合作关系](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573162.shtm \"IOP 出版社与科学出版社宣布建立战略合作关系\")\n*   ·[第三次新疆综合科学考察举行成果发布会](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573160.shtm \"第三次新疆综合科学考察举行成果发布会\")\n*   ·[2026中国机器人大赛在杭州闭幕](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573157.shtm \"2026中国机器人大赛在杭州闭幕\")\n*   ·[国之重器！它“大尺度”支撑起十大世界级科研应...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573154.shtm \"国之重器！它“大尺度”支撑起十大世界级科研应用\")\n\n院 所[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-Y-1.aspx)\n\n*   ·[主编曾大军：DRA不是“又一本数据期刊”](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573140.shtm \"主编曾大军：DRA不是“又一本数据期刊”\")\n*   ·[戈壁小镇如何成为世界级天文观测基地？](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573130.shtm \"戈壁小镇如何成为世界级天文观测基地？\")\n*   ·[我国的全球农情遥感监测平台获联合国粮农组织成...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573116.shtm \"我国的全球农情遥感监测平台获联合国粮农组织成就奖\")\n*   ·[植物星球计划：为“植物生命之树”绘制全景图](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573066.shtm \"植物星球计划：为“植物生命之树”绘制全景图\")\n*   ·[树突计算为认知灵活性在细胞层面信息处理基础](http:\u002F\u002Fnews.sciencenet.cnhttps\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573040.shtm \"树突计算为认知灵活性在细胞层面信息处理基础\")\n*   ·[科学家为正在瓦解的人马座矮星系“画像”](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573048.shtm \"科学家为正在瓦解的人马座矮星系“画像”\")\n\n观 点[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fmorenews-6-1.aspx)\n\n*   ·[罗先刚院士：科技创新下一程，不是“接力赛”！](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572915.shtm \"罗先刚院士：科技创新下一程，不是“接力赛”！\")\n*   ·[如何应对AI冲击？数学家这样说](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572859.shtm \"如何应对AI冲击？数学家这样说\")\n*   ·[那些放弃保研的学生：我想进入真实的世界](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572828.shtm \"那些放弃保研的学生：我想进入真实的世界\")\n*   ·[大学应为尚未显现的价值留下空间](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572812.shtm \"大学应为尚未显现的价值留下空间\")\n*   ·[从失控入侵到擅自行动，人工智能为何频频“闯祸...](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572736.shtm \"从失控入侵到擅自行动，人工智能为何频频“闯祸”？\")\n*   ·[AI for Science重塑科技竞争底层逻辑](http:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572732.shtm \"AI for Science重塑科技竞争底层逻辑\")\n\n[信息科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=9)\n\n[新平台实现光子存储超1微秒](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572862.shtm)\n\n[![Image 10: “向上生长”的芯片，突破摩尔定律限制](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2025\u002F10\u002F20251019224340920.png)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2025\u002F10\u002F553433.shtm)*   [北京公示1个专项AI原生仪器方向拟立项...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572855.shtm)\n*   [东北大学成立工业具身智能交叉研究中...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572847.shtm)\n*   [广东省低空智能感知与航行安全重点实...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572837.shtm)\n\n[地球科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=10)\n\n[第一届气候变化与可持续发展工程国际...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573096.shtm)\n\n[![Image 11: 青藏高原地球系统模型1.0版在京发布](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F7\u002F2026730237403360.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F7\u002F569095.shtm)*   [李德生：矢志为国探油，漫漫征程藏于...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573065.shtm)\n*   [“海没有改变，改变的是我们看海的方...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572987.shtm)\n*   [王浩院士：需科学应对北京地下水位变...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572986.shtm)\n\n[数理科学](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=4)\n\n[励建书院士：AI赋能之下需要更多一流...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573148.shtm)\n\n[![Image 12: 在原子尺度“观察”交错磁序](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F20261014113318990.png)](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572860.shtm)*   [研究实现量子网络跨节点散粒噪声极限...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573122.shtm)\n*   [天津大学团队破解太赫兹超表面制造误...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573062.shtm)\n*   [北大教授董彬：AI让数学进入更好的时...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573055.shtm)\n\n[管理综合](https:\u002F\u002Fnews.sciencenet.cn\u002Ffieldlist.aspx?id=5)\n\n[他们藏在银发里不变的初心](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573123.shtm)\n\n[![Image 13: 科学网2026年9月十佳博文榜单公布！](https:\u002F\u002Fnews.sciencenet.cn\u002Fupload\u002Fnews\u002Fimages\u002F2026\u002F10\u002F202610101238573490.jpg)](https:\u002F\u002Fblog.sciencenet.cn\u002Fblog-45-1555866.html)*   [直播回放｜量子计算机补货：原子装载...](https:\u002F\u002Fweibo.com\u002Fl\u002Fwblive\u002Fp\u002Fshow\u002F1022:2321325354657219477728)\n*   [封面文章 | hLife：设计新型呼吸道病...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572868.shtm)\n*   [多家期刊拒绝人工智能参与撰写稿件，...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573169.shtm)\n\n每日全部新闻\n\n\u003C\u003C>>\n日 一 二 三 四 五 六\n1 2 3\n4 5 6 7 8 9 10\n11 12 13 14 15 16 17\n18 19 20 21 22 23 24\n25 26 27 28 29 30 31\n\n[一周新闻排行](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573077.shtml)\n\n1[2026年工业工程与精益管理创新赛总...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572735.shtm)\n\n2[香港中文大学（深圳）教授李仁科出...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572870.shtm)\n\n3[AI for Science重塑科技竞争底层逻...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572732.shtm)\n\n4[教师举报自己论文两次被同事冒用](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F573051.shtm)\n\n5[杨振宁数学与基础物理研究所揭牌 |...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572751.shtm)\n\n6[华裔工程师投毒加害同门，申请消除...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572853.shtm)\n\n7[2026年高等教育国家教学成果奖申报...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572829.shtm)\n\n8[连续4年空缺的国自然科学一等奖，被...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572869.shtm)\n\n9[一周热闻回顾（2026年10月11日）](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572756.shtm)\n\n10[北大物理学理论物理研究所教授卢大...](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F10\u002F572866.shtm)\n\n新闻专题[更多>>](https:\u002F\u002Fnews.sciencenet.cn\u002Fzt\u002F)\n\n[![Image 14](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F\u002Fadmin\u002Fupload\u002F2026716154617802.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub26.aspx?id=4540)\n\n[2026京津冀公民科学素质大赛](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub26.aspx?id=4540)\n\n[![Image 15](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F\u002Fadmin\u002Fupload\u002F202678145450161.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub26.aspx?id=4532)\n\n[中国科学院第二十二次院士大会](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub26.aspx?id=4532)\n\n[![Image 16](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F\u002Fadmin\u002Fupload\u002F2026711220380.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub24.aspx?id=4493)\n\n[七秩荣光——档案里的国家自然科学奖](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub24.aspx?id=4493)\n\n[![Image 17](https:\u002F\u002Fnews.sciencenet.cn\u002Fhtmlnews\u002F2026\u002F\u002Fadmin\u002Fupload\u002F2026721015849.jpg)](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub24.aspx?id=4492)\n\n[两优一先](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fsub24.aspx?id=4492)\n\n[《中国科学报》](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx) 电子版 2026-10-16 [1](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx?id=43030)[2](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx?id=43031)[3](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx?id=43032)[4](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx?id=43033)[![Image 18](http:\u002F\u002Fnews.sciencenet.cn\u002F\u002Fdz\u002Fupload\u002F2026\u002F10\u002Fsm20261016557599.gif)](http:\u002F\u002Fnews.sciencenet.cn\u002Fdz\u002Fdznews_photo.aspx?id=43030)\n\n[科学网电子杂志](http:\u002F\u002Fwww.sciencenet.cn\u002Fdz\u002Fshowdz.aspx?id=1536)  \n每周免费\n\n[![Image 19](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fimages\u002Fdingyue.gif)](http:\u002F\u002Fwww.sciencenet.cn\u002Fdz\u002Fadd_user.aspx)\n\n[![Image 20](https:\u002F\u002Fnews.sciencenet.cn\u002Fnews\u002Fimages\u002Fchaxun.gif)](http:\u002F\u002Fwww.sciencenet.cn\u002Fdz\u002Fadd_user.aspx)[![Image 21](http:\u002F\u002Fwww.sciencenet.cn\u002Fdz\u002Fupload\u002F20261014125632201.jpg)](http:\u002F\u002Fwww.sciencenet.cn\u002Fdz\u002Fshowdz.aspx?id=1536)\n\n友情链接\n\n[中国科学院大学](https:\u002F\u002Fwww.ucas.ac.cn\u002F) | [中国人教育网](http:\u002F\u002Fedu.people.com.cn\u002F)  \n[美国LetPub专业编辑](http:\u002F\u002Fwww.letpub.com.cn\u002F)  \n[中国医院科技影响力排行](http:\u002F\u002Ftop100.imicams.ac.cn\u002Fhome)  \n[意得辑](https:\u002F\u002Fwww.editage.cn\u002F)  \n[查尔斯沃思](https:\u002F\u002Fwww.cwauthors.com.cn\u002F)  \n[AJE作者服务](https:\u002F\u002Fwww.aje.cn\u002F)\n\n[关于我们](http:\u002F\u002Fwww.sciencenet.cn\u002Faboutus\u002F) | [网站声明](http:\u002F\u002Fwww.sciencenet.cn\u002Fshengming.aspx) | [服务条款](http:\u002F\u002Fwww.sciencenet.cn\u002Ftiaokuang.aspx) | [联系方式](http:\u002F\u002Fwww.sciencenet.cn\u002Fcontact.aspx) | [RSS](http:\u002F\u002Fwww.sciencenet.cn\u002FRSS.aspx) | [举报](mailto:jubao@stimes.cn) | [中国科学报社](https:\u002F\u002Fstimes.sciencenet.cn\u002F)  \n[京ICP备07017567号-12](https:\u002F\u002Fbeian.miit.gov.cn\u002F)互联网新闻信息服务许可证10120230008 京公网安备 11010802032783  \nCopyright @ 2007-2026 中国科学报社 All Rights Reserved  \n 地址：北京市海淀区中关村南一条乙三号 邮箱：blog@stimes.cn","科学网(2026-10-17)",77,{"impact":18,"substance":208,"depth":177,"authority":62,"freshness":209,"relevant":20,"comment":210},20,8,"广东再生稻示范片连续三年两季亩产突破吨粮，属省级农业科技实质进展，数据具体、信源权威，值得进入每日精选。",[212],{"name":205,"url":202},[25,214,153,215,216],"粮食安全","水稻育种","吨粮田",{"code":77,"slug":157,"name":81,"path":158,"parent_code":159},[],{"status":167,"locked":14,"version":33,"method":34,"evidence":220},{"candidates":221,"agricultural_evidence":43},[222,227,231],{"code":77,"score":223,"supported":43,"title":224,"abstract":225,"tags":226},19,[153],[81,174,153],[153,215],{"code":102,"score":78,"supported":43,"title":228,"abstract":229,"tags":230},[],[179],[],{"code":183,"score":39,"supported":14,"title":232,"abstract":233,"tags":234},[],[],[216,214],[236,237],"广东 再生稻 吨粮","始兴 再生稻 亩产","广东再生稻吨粮-5272","2026-10-19T00:07:40.686079Z",{"id":241,"title":242,"url":243,"summary":244,"summary_zh":245,"content":8,"source_name":246,"source_url":243,"published_at":247,"category":248,"cover_url":8,"hotness":13,"is_selected":14,"score":249,"score_detail":250,"sources":253,"tags":255,"primary_topic":259,"secondary_topics":264,"classification":265,"search_phrases":285,"slug":288,"view_count":20,"doi":289,"paper":290,"created_at":310},5194,"A Comprehensive Review on Multi-Modal Large Language Models and Agentic Architectures for Precision Agricultural Decision Support","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23411181","This article reviews recent developments in multi-modal large language models and agentic architectures for agricultural decision support. Forty-five representative studies published between 2023 and 2026 were selected across perception, language, orchestration, soil intelligence and governance, organised under a four-layer taxonomy, and classified against nine functional capabilities using a stated, reproducible procedure. The comparative analysis exposes a pronounced imbalance. Crop and disease perception is covered by 36 per cent of the selected studies, while dose-bearing prescription appears in 7 per cent, profit-aware recommendation in 4 per cent, and persistent per-field memory in a single study. Advisory tools in this literature therefore remain unable to exchange state: image-based scanners are rarely conditioned on measured soil chemistry, and crop-recommendation models optimise agronomic suitability without reference to farm economics. On this basis the article synthesises a conceptual reference architecture from the reviewed literature. It is a literature-derived synthesis rather than an implemented system, and calibrated abstention, evaluation protocols for longitudinal memory, and vernacular voice coverage emerge as the most urgent gaps.","本文综述了面向农业决策支持的多模态大语言模型与智能体架构的最新进展。按照可复现的既定流程，选取2023年至2026年间发表的45项代表性研究，涵盖感知、语言、编排、土壤智能与治理等方向，将其纳入一个四层分类体系，并依据九项功能能力进行分类。比较分析揭示出明显的不均衡：作物与病害感知在所选研究中占36%，而含剂量处方的研究仅占7%，利润感知推荐占4%，持久性田块记忆仅见于一项研究。因此，该领域的咨询工具仍无法交换状态：基于图像的扫描器很少以实测土壤化学状况为条件，作物推荐模型在优化农艺适宜性时也未考虑农场经济性。在此基础上，本文综合所综述文献提出一个概念性参考架构。该架构是文献衍生的综合框架，而非已实现的系统；校准弃权、纵向记忆的评估协议以及方言语音覆盖被列为最紧迫的空白。","Zenodo (CERN European Organization for Nuclear Research)","2026-10-16T00:00:00Z","论文",63,{"impact":62,"substance":17,"depth":146,"authority":209,"freshness":251,"relevant":20,"comment":252},9,"系统性综述揭示处方决策与农场经济维度严重缺位，对农业AI研发方向有参考价值，但属文献综述而非实证突破，影响范围有限。",[254],{"name":246,"url":243},[111,256,26,257,258],"农业人工智能","多模态大模型","农业决策支持",{"code":38,"slug":260,"name":261,"path":262,"parent_code":263},"agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",[],{"status":167,"locked":14,"version":33,"method":34,"evidence":266},{"candidates":267,"agricultural_evidence":43},[268,274,281],{"code":38,"score":269,"supported":43,"title":270,"abstract":272,"tags":273},14,[271],"decision support",[271],[256,257,26],{"code":275,"score":19,"supported":43,"title":276,"abstract":277,"tags":280},"H2",[],[278,279],"土壤","soil",[],{"code":108,"score":20,"supported":14,"title":282,"abstract":283,"tags":284},[],[],[111],[286,287],"多模态大模型 农业决策支持","农业人工智能 农业决策支持 多模态大模型 智慧农业","多模态大模型农业决策支持-5194","10.5281\u002Fzenodo.23411181",{"doi":289,"openalex_id":291,"authors":292,"venue":246,"cited_by_count":197,"oa_url":243,"card":303,"direction":307,"ingested_from":309},"W7222605322",[293,295,297,299,301],{"name":294,"orcid":8},"Tanmay Bhamre",{"name":296,"orcid":8},"Yash Barde",{"name":298,"orcid":8},"Devendra Yeole",{"name":300,"orcid":8},"Gajanan Chaudhary",{"name":302,"orcid":8},"Amarsinh Verpe",{"tldr":304,"method":305,"finding":306,"direction":307,"opportunity":308},"综述多模态大模型与智能体架构在精准农业决策支持中的应用与不足。","筛选2023-2026年45篇代表性研究，按四层分类与九项功能能力归类比较。","感知研究占36%，处方仅7%、利润推荐4%、田块记忆仅1篇，系统难以交换状态。","农业人工智能与决策模型","可研究跨模态状态交换、纵向记忆评测协议与方言语音覆盖，填补处方与经济决策空白。","openalex","2026-10-17T23:30:55.282694Z",{"id":312,"title":313,"url":314,"summary":315,"summary_zh":8,"content":8,"source_name":316,"source_url":8,"published_at":317,"category":143,"cover_url":8,"hotness":13,"is_selected":43,"score":318,"score_detail":319,"sources":324,"tags":326,"primary_topic":331,"secondary_topics":335,"classification":336,"search_phrases":353,"slug":356,"view_count":197,"doi":8,"paper":8,"created_at":357},4760,"以人工智能拓展数字乡村发展新空间","https:\u002F\u002Fwww.cnii.com.cn\u002Frmydb\u002F202610\u002Ft20261012_763843.html","工信部主管媒体就《数字乡村高质量发展行动计划(2026—2030年)》做权威解读。文章总结十四五期间县县通千兆、乡乡通5G、村村通宽带、农村互联网普及率达69.5%等成绩,指出2026年9月行动计划对农业农村现代化提出系统部署。文章强调要认清乡土需求特点,围绕大模型、智能体、具身智能,构建符合农业农村实际的低成本、可持续智能化路径。","中国工信新闻网 2026-10-12","2026-10-12T00:00:00Z",86,{"impact":320,"substance":321,"depth":322,"authority":147,"freshness":251,"relevant":20,"comment":323},26,21,17,"工信部主管媒体对全国性数字乡村行动计划的权威解读，含新政策部署与关键数据，时效性强，值得进入每日精选。",[325],{"name":316,"url":314},[327,256,328,26,329,330],"数字乡村","具身智能","大模型","行动计划",{"code":124,"slug":332,"name":333,"path":334,"parent_code":263},"digital-village","数字乡村与数据要素","\u002Ftopic\u002Fdigital-agriculture\u002Fdigital-village",[],{"status":167,"locked":14,"version":33,"method":34,"evidence":337},{"candidates":338,"agricultural_evidence":43},[339,343,347],{"code":124,"score":62,"supported":43,"title":340,"abstract":341,"tags":342},[327],[327],[327],{"code":38,"score":19,"supported":43,"title":344,"abstract":345,"tags":346},[],[329],[256,329,26],{"code":348,"score":78,"supported":43,"title":349,"abstract":350,"tags":352},"J2",[],[351],"农业农村现代化",[],[354,355],"人工智能 数字乡村 大模型","农业人工智能 具身智能 数字乡村 行动计划","人工智能数字乡村大模型-4760","2026-10-13T00:08:33.445601Z",{"id":359,"title":360,"url":361,"summary":362,"summary_zh":8,"content":8,"source_name":363,"source_url":8,"published_at":364,"category":248,"cover_url":8,"hotness":13,"is_selected":14,"score":365,"score_detail":366,"sources":369,"tags":371,"primary_topic":374,"secondary_topics":375,"classification":376,"search_phrases":388,"slug":391,"view_count":184,"doi":8,"paper":392,"created_at":400},3439,"《Agentic Artificial Intelligence in Agriculture: A Systematic Mapping Review of Reported Architectures, Applications, Challenges, and Future Directions》","https:\u002F\u002Fwww.mdpi.com\u002F2227-7080\u002F14\u002F9\u002F591","作者按PRISMA 2020方案从4111项记录筛选至181项研究，对2020—2026年农业代理式人工智能文献做系统映射综述：领域跨度30多年但LLM子集非常年轻（2024年才出现、46\u002F47项发表于2025—2026年）；82%研究报告合作能力，计划和推理分别仅31%、记忆6%、反思4%；只有33项研究报告现场或实际部署，68项仍停留在概念性阶段，仅11项报告了一个季度以上的评估。","《Technologies》2026, 14(9), 591 \u002F MDPI","2026-09-22T00:00:00Z",80,{"impact":17,"substance":367,"depth":17,"authority":147,"freshness":209,"relevant":20,"comment":368},23,"基于PRISMA的农业代理式AI系统映射综述，量化揭示LLM应用年轻化与落地不足，信息增量与专业深度突出，值得进入每日精选。",[370],{"name":363,"url":361},[372,111,256,373,26],"数字农业","农业大模型",{"code":38,"slug":260,"name":261,"path":262,"parent_code":263},[],{"status":167,"locked":14,"version":33,"method":34,"evidence":377},{"candidates":378,"agricultural_evidence":43},[379,384],{"code":38,"score":148,"supported":43,"title":380,"abstract":382,"tags":383},[381],"artificial intelligence",[],[256,373,26],{"code":108,"score":39,"supported":14,"title":385,"abstract":386,"tags":387},[],[],[372,111],[389,390],"农业代理式人工智能 系统映射综述","农业人工智能 农业大模型 数字农业 智慧农业","农业代理式人工智能系统映射综述-3439",{"doi":8,"openalex_id":8,"authors":393,"venue":8,"cited_by_count":197,"oa_url":8,"card":394,"direction":307,"ingested_from":399},[],{"tldr":395,"method":396,"finding":397,"direction":307,"opportunity":398},"系统映射181项研究，梳理农业代理式AI的架构、应用、挑战与未来方向。","按PRISMA 2020筛选4111项记录至181项，做系统映射综述。","LLM代理2024年才出现，多具合作能力但规划、记忆、反思薄弱，实际部署少。","农业LLM代理的长期田间部署、记忆与反思机制及跨季度评估仍是明显空白。","agent","2026-09-25T00:09:33.995675Z"]