[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-1082":3,"related-1082":55},{"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,"primary_topic":31,"secondary_topics":36,"classification":37,"search_phrases":50,"slug":53,"view_count":21,"doi":8,"paper":8,"created_at":54},1082,"中国农业科学院作科所万建民院士团队揭示亚洲栽培稻与非洲栽培稻种间生殖隔离机制 为超高产亚非杂交稻培育提供理论基础","https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm","8月28日,中国农业科学院作物科学研究所万建民院士团队联合多家单位解析亚洲栽培稻与非洲栽培稻种间生殖隔离分子机制,鉴定由三个基因组成的杂种不育三元遗传控制系统,获得可打破育性障碍的广亲和种质,为超高产亚非杂交稻培育提供重要理论基础。",null,"[![Image 1](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fmenu_logo.png)](https:\u002F\u002Fics.caas.cn\u002Findex.htm)\n\n[中国农业科学院](https:\u002F\u002Fwww.caas.cn\u002F)[邮箱](https:\u002F\u002Fmail.caas.cn\u002F)[English](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Fen)\n\n*   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10](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-11\u002F1d36aec1f7954be98ba52e4d512a46f1.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所承担了国家农业科技重大项目、国家重点研发计划、国家自然科学基金、中国农科院创新工程重大任务等一大批科研项目。2003年以来，以第一完成单位或第一完成人获国家奖21项，其中，创新团队奖1项，科技进步一等奖5项，二等奖15项。近三年，在Cell、N…  [![Image 11](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Fe25265aacf7344b286f697ce689e1092.htm)    \n\n    *   [获奖](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fhj\u002Findex.htm) \n    *   [论文](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Flw\u002Findex.htm) \n    *   [著作](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fzz\u002Findex.htm) \n    *   [专利](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fzl\u002Findex.htm) \n    *   [新品种](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fxpz\u002Findex.htm) \n    *   [新技术](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fxjs\u002Findex.htm) \n    *   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14](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F6cdd68eef5c948e0810498136eee6c17.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所现有国家农作物种质资源库、农作物基因资源与基因改良国家重大科学工程及作物基因资源与育种全国重点实验室等国家级科研平台21个，省部级平台14个、院级平台6个，已形成层级分明、功能互补的科技平台体系，为农业科技创新研究提供坚实的条件支撑。  [![Image 15](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Fbfd6bce809cf418b8be02e421e2cdac1.htm)    \n\n    *   [国家作物种质库](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjzdkxss\u002Findex.htm) \n    *   [全国重点实验室](https:\u002F\u002Fcgrb.caas.cn\u002F) \n    *   [国家重大科学工程](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjzdkxgc\u002Findex.htm) \n    *   [农业农村部重点实验室](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fnybzdsys\u002Findex.htm) \n    *   [品种改良中心\u002F分中心](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fpzglzxfzx\u002Findex.htm) \n    *   [野外台站](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fywtz\u002Findex.htm) \n    *   [国家工程实验室\u002F研究中心](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjgcsysyjzx\u002Findex.htm) \n    *   [其他科技基础条件平台](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjbmzjzx\u002Findex.htm) \n    *   [试验基地](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fsyjd\u002Findex.htm) \n\n*   [![Image 16](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F473dc9ee7fc642da8bc54eef3a9a6c30.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所已培育600余个粮食作物品种，年推广超3000万亩，其中14个品种入选全国主导品种。“玉米密植精准调控高产技术”等27项技术入选全国重大引领性技术或主推技术，年推广超5000万亩。创新“产业专家团”“科技包县”“田间课堂”等推广模式，帮扶50余个乡村振兴…  [![Image 17](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Febb95290321e4c989b8d45b9791b871f.htm)    \n\n    *   [小麦产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fxmcyzjt\u002Findex.htm) \n    *   [玉米产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fymcyzjt\u002Findex.htm) \n    *   [大豆产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fddcyzjt\u002Findex.htm) \n    *   [科技包县](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fkjbx\u002Findex.htm) \n\n*   [![Image 18](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-12\u002F014d4ee86ee24bd787fa91b2e9a15816.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所是培养高层次农业科技人才的理想基地。汇聚顶尖师资192人，现有在籍及客座研究生近千人。近五年，研究生以第一或共一作者在国际顶级及知名期刊发表SCI论文1400余篇。为研究生提供优厚奖助支持，全力保障学生专注学业科研。  [![Image 19](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002F1729e3e1e5d4491ab5ecdc523d643318.htm)    \n\n    *   [培养概况](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjspygk\u002Findex.htm) \n    *   [最新通知](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fzxtz\u002Findex.htm) \n    *   [资料下载](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fzs\u002Findex.htm) \n    *   [规章制度](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fpy\u002Findex.htm) \n    *   [办事流程](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fby\u002Findex.htm) \n    *   [博士生导师](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fbssds\u002Findex.htm) \n    *   [硕士生导师](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fsssds\u002Findex.htm) \n    *   [研究生会](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsh\u002Findex.htm) \n    *   [学生活动](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsfc\u002Findex.htm) \n    *   [研究生风采](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsfc1\u002Findex.htm) \n    *   [研究生招生](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjszs\u002Findex.htm) \n\n*   [![Image 20](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002Fe4e1bd67634b43efa510fb4dbad99e14.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  坚持以习近平新时代中国特色社会主义思想为指导，加强党对科技创新的全面领导，设有所党委、所纪委，下辖36个党支部，其中10个党支部入选中央和国家机关“四强”党支部；设立工会、妇委会、青工委及团支部等群团组织，形成党建带群建工作格局。  [![Image 21](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Fb5db6d9329a742d6bee25d32ca00b7fb.htm)    \n\n    *   [党群组织](https:\u002F\u002Fics.caas.cn\u002Fdjwh\u002Fzbzc\u002Findex.htm) \n    *   [规章制度](https:\u002F\u002Fics.caas.cn\u002Fdjwh\u002Fzdjs\u002Findex.htm) \n    *   [工作动态](https:\u002F\u002Fics.caas.cn\u002Fdjwh\u002Fdjgz\u002Findex.htm) \n\n*   [![Image 22](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F6aa9a5c672ed42cb90043edaf457aeb7.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  北京特品降脂燕麦开发有限责任公司是中国农科院作物科学研究所全资子公司，也是中国第一颗燕麦片的缔造者。历经40余年深耕科研燕麦领域的全产业链老牌厂家，旗下拥有全国唯一\"燕麦保健品\"资质的品牌﹣世壮。  [![Image 23](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Fedebab8030ab4bcab05c2c182e38a7ff.htm)    \n\n    *   [北京特品降脂燕麦开发有限责任公司](https:\u002F\u002Fics.caas.cn\u002Fsbqy1\u002Fbjtpjzymkfyxzrgs\u002Findex.htm) \n\n*   [![Image 24](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002Fd825d06042e048eb96dbfa9ac4f423f9.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所主办英文版期刊1种，中文版期刊4种；第一主办期刊2种，《植物遗传资源学报》《中国种业》，由农业农村部主管；第二主办3种，《作物学报》《作物学报（英文版）》《作物杂志》，由中国科协主管。合作平台13个，牵头主持“为非洲和亚洲资源贫瘠地区培育绿色超级稻”等…  [![Image 25](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fxlglmt\u002Fcfa259d028f74b66a21fa313225fc6a0.htm)    \n\n    *   [学会](https:\u002F\u002Fics.caas.cn\u002Fxhqk\u002Fxh\u002Findex.htm) \n    *   [期刊](https:\u002F\u002Fics.caas.cn\u002Fxhqk\u002Fqk\u002Findex.htm) \n\n*   [海外优秀青年招聘公告](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Frczpr\u002F9ee6114db02e4f5f9760328b075b15ed.htm) \n*   [中国农业科学院作物科学研究所常年面向国内外招收博士后](https:\u002F\u002Fics.caas.cn\u002Fgdxw\u002F253fa01f4e35407ca35da767d6d376af.htm) \n*   [中国农业科学院作物科学研究所诚聘全球英才](https:\u002F\u002Fics.caas.cn\u002Fgdxw\u002Fb61622ef633f45fa95926c14da02671d.htm) \n*   [中国农科院作物科学研究所关于征集所史资料及实物的启事](https:\u002F\u002Fics.caas.cn\u002Fgdxw\u002F2b60970c21a047e189b8d0cd776f5590.htm) \n\n[更多](https:\u002F\u002Fics.caas.cn\u002Fgdxw\u002Findex.htm)\n\n[![Image 26](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Flogo2.png)](https:\u002F\u002Fics.caas.cn\u002Findex.htm)*   [首页](https:\u002F\u002Fics.caas.cn\u002Findex.htm)\n*   [新闻动态](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Findex.htm)\n*   [所情所况](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Findex.htm)\n*   [人才团队](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Findex.htm)\n*   [科研成果](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Findex.htm)\n*   [国际合作](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Findex.htm)\n*   [平台基地](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Findex.htm)\n*   [科技支撑](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Findex.htm)\n*   [研究生教育](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Findex.htm)\n*   [党建文化](https:\u002F\u002Fics.caas.cn\u002Fdjwh\u002Findex.htm)\n*   [所办企业](https:\u002F\u002Fics.caas.cn\u002Fsbqy1\u002Findex.htm)\n*   [学会期刊](https:\u002F\u002Fics.caas.cn\u002Fxhqk\u002Findex.htm)\n\n*   [![Image 27](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-07\u002F5174b20f9772492099874679f172ab00.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  [![Image 28](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [科研进展图片](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fkyjztp\u002Findex.htm) \n    *   [要闻](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fyw\u002Findex.htm) \n    *   [科研进展](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fkyjz1\u002Findex.htm) \n    *   [新闻动态](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fyw1\u002Findex.htm) \n    *   [最新论文](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fzxlw1\u002Findex.htm) \n    *   [学术活动](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fxshd1\u002Findex.htm) \n    *   [所内动态](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fsndt1\u002Findex.htm) \n    *   [传媒扫描](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Fcmsm1\u002Findex.htm) \n    *   [通知公告](https:\u002F\u002Fics.caas.cn\u002Fxwdt\u002Ftzgg1\u002Findex.htm) \n\n*   [![Image 29](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F52be5ffe66cc44b1ac5e5d1494c71433.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  中国农业科学院作物科学研究所（以下简称“作科所”）是2003年由原作物育种栽培研究所、作物品种资源研究所和原子能利用研究所的作物育种部分，经战略重组成立的国家级作物科学专业研究所。作科所遵循“四个面向”、“两个一流”和“一个整体跃升”的总要求，以小麦、玉米、大豆、水稻和杂粮等作物为重点，瞄准世界作物科技前沿，面向国家现代农业发展需求，以资源研究为基础，基因挖掘为核心，品种培育为目标，耕…  [![Image 30](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [所情所况](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fskjs\u002Findex.htm) \n    *   [作科所章程](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fzkszc\u002Findex.htm) \n    *   [所长致辞](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fsczc\u002Findex.htm) \n    *   [现任所领导](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fxrsld\u002Findex.htm) \n    *   [历任所长](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Flrsc\u002Findex.htm) \n    *   [历任书记](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Flrsj\u002Findex.htm) \n    *   [职能管理机构](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fzngljg\u002Findex.htm) \n    *   [科研内设机构](https:\u002F\u002Fics.caas.cn\u002Fjgsz\u002Fkynsjg\u002Findex.htm) \n\n*   [![Image 31](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F9bb79b635f684fb2b34bd835837587eb.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  在作科所60余年发展历程中，涌现了金善宝、陈凤桐、戴松恩、李竞雄、徐冠仁、鲍文奎、庄巧生、董玉琛、刘旭、万建民、钱前、何中虎12位两院院士和邓景扬、王连铮、翟虎渠、韩天富等一批杰出科学家，为推动作物科技进步和保障国家粮食安全做出了重要贡献。 作科所现有工作人员2200余人，拥有22个科研创新团队和近百人的领军人才集群，其中两院院士3人、国家级人才55人、产业技术体系首席6人；院级人才计划56人…  [![Image 32](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [院士专家](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Fyszj\u002Findex.htm) \n    *   [创新团队](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Fcxtd\u002Findex.htm) \n    *   [博士后培养](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Fbshpy1\u002Findex.htm) \n    *   [人才招聘](https:\u002F\u002Fics.caas.cn\u002Frctd\u002Frczpr\u002Findex.htm) \n\n*   [![Image 33](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-11\u002F1d36aec1f7954be98ba52e4d512a46f1.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所承担了国家农业科技重大项目、国家重点研发计划、国家自然科学基金、中国农科院创新工程重大任务等一大批科研项目。2003年以来，以第一完成单位或第一完成人获国家奖21项，其中，创新团队奖1项，科技进步一等奖5项，二等奖15项。近三年，在Cell、Nature、Science主刊发表学术论文5篇，在我国作物科技自主创新发展中发挥了重要作用。  [![Image 34](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [获奖](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fhj\u002Findex.htm) \n    *   [论文](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Flw\u002Findex.htm) \n    *   [著作](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fzz\u002Findex.htm) \n    *   [专利](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fzl\u002Findex.htm) \n    *   [新品种](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fxpz\u002Findex.htm) \n    *   [新技术](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fxjs\u002Findex.htm) \n    *   [年报](https:\u002F\u002Fics.caas.cn\u002Fkycg\u002Fnbyjb\u002Findex.htm) \n\n*   [![Image 35](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002Feef135b2a3b5461192fdae36d844f754.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所与60多个国家和10多个国际组织建立了全方位、多层次的国际合作网络，拥有国际合作平台13个，牵头主持“为非洲和亚洲资源贫瘠地区培育绿色超级稻”等国际合作项目292项，牵头举办“第二届国际小麦大会”等国际会议及培训班156场。正在联合全球38家国内外优势科研机构，谋划牵头发起G2P国际大科学计划，旨为全球农业科技创新提供中国方案，助力全球粮食安全。  [![Image 36](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [基本情况](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Fjbqk\u002Findex.htm) \n    *   [国合平台](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Fgjhz\u002Findex.htm) \n    *   [国合项目](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Fghxm\u002Findex.htm) \n    *   [国际会议](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Fgjhy\u002Findex.htm) \n    *   [工作动态](https:\u002F\u002Fics.caas.cn\u002Fhzjl\u002Fgzdt\u002Findex.htm) \n\n*   [![Image 37](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F6cdd68eef5c948e0810498136eee6c17.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所现有国家农作物种质资源库、农作物基因资源与基因改良国家重大科学工程及作物基因资源与育种全国重点实验室等国家级科研平台21个，省部级平台14个、院级平台6个，已形成层级分明、功能互补的科技平台体系，为农业科技创新研究提供坚实的条件支撑。  [![Image 38](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [国家作物种质库](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjzdkxss\u002Findex.htm) \n    *   [全国重点实验室](https:\u002F\u002Fcgrb.caas.cn\u002F) \n    *   [国家重大科学工程](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjzdkxgc\u002Findex.htm) \n    *   [农业农村部重点实验室](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fnybzdsys\u002Findex.htm) \n    *   [品种改良中心\u002F分中心](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fpzglzxfzx\u002Findex.htm) \n    *   [野外台站](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fywtz\u002Findex.htm) \n    *   [国家工程实验室\u002F研究中心](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjgcsysyjzx\u002Findex.htm) \n    *   [其他科技基础条件平台](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fgjbmzjzx\u002Findex.htm) \n    *   [试验基地](https:\u002F\u002Fics.caas.cn\u002Fkypt\u002Fsyjd\u002Findex.htm) \n\n*   [![Image 39](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002F473dc9ee7fc642da8bc54eef3a9a6c30.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所已培育600余个粮食作物品种，年推广超3000万亩，其中14个品种入选全国主导品种。“玉米密植精准调控高产技术”等27项技术入选全国重大引领性技术或主推技术，年推广超5000万亩。创新“产业专家团”“科技包县”“田间课堂”等推广模式，帮扶50余个乡村振兴重点县提升粮食单产与乡村发展。通过强化科企、所地联合攻关，持续推动重大品种选育取得新突破。  [![Image 40](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [小麦产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fxmcyzjt\u002Findex.htm) \n    *   [玉米产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fymcyzjt\u002Findex.htm) \n    *   [大豆产业专家团](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fddcyzjt\u002Findex.htm) \n    *   [科技包县](https:\u002F\u002Fics.caas.cn\u002Fkjxn\u002Fkjbx\u002Findex.htm) \n\n*   [![Image 41](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-12\u002F014d4ee86ee24bd787fa91b2e9a15816.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  作科所是培养高层次农业科技人才的理想基地。汇聚顶尖师资192人，现有在籍及客座研究生近千人。近五年，研究生以第一或共一作者在国际顶级及知名期刊发表SCI论文1400余篇。为研究生提供优厚奖助支持，全力保障学生专注学业科研。  [![Image 42](https:\u002F\u002Fics.caas.cn\u002Fimages\u002Fnavicontops.png)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)    \n\n    *   [培养概况](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjspygk\u002Findex.htm) \n    *   [最新通知](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fzxtz\u002Findex.htm) \n    *   [资料下载](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fzs\u002Findex.htm) \n    *   [规章制度](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fpy\u002Findex.htm) \n    *   [办事流程](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fby\u002Findex.htm) \n    *   [博士生导师](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fbssds\u002Findex.htm) \n    *   [硕士生导师](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fsssds\u002Findex.htm) \n    *   [研究生会](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsh\u002Findex.htm) \n    *   [学生活动](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsfc\u002Findex.htm) \n    *   [研究生风采](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjsfc1\u002Findex.htm) \n    *   [研究生招生](https:\u002F\u002Fics.caas.cn\u002Fyjsjy\u002Fyjszs\u002Findex.htm) \n\n*   [![Image 43](https:\u002F\u002Fics.caas.cn\u002Fimages\u002F2025-10\u002Fe4e1bd67634b43efa510fb4dbad99e14.jpg)](https:\u002F\u002Fics.caas.cn\u002Fbllm\u002Ftplb\u002Findex.htm)  坚持以习近平新时代中国特色社会主义思想为指导，加强党对科技创新的全面领导，设有所党委、所纪委，下辖36个党支部，其中10个党支部入选中央和国家机关“四强”党支部；设立工会、妇委会、青工","中国农业科学院作物科学研究所","2026-08-28T07:00:00Z","报道",10,false,82,{"impact":17,"substance":18,"depth":19,"authority":19,"freshness":20,"relevant":21,"comment":22},25,20,15,7,1,"国家级科研机构重大突破，揭示水稻种间生殖隔离机制，为超高产育种提供理论基础，信息增量高，权威性强。",[24],{"name":10,"url":6},[26,27,28,29,30],"水稻","中国农科院","作科所","万建民","杂种优势",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},"A1","rice","\u002Ftopic\u002Ffield-crops\u002Frice","A",[],{"status":38,"locked":14,"version":39,"method":40,"evidence":41},"classified","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":45},[43],{"code":32,"score":44,"supported":45,"title":46,"abstract":48,"tags":49},12,true,[47],"杂交稻",[47],[26],[51,52],"中国农科院 杂种优势 万建民 作科所","中国农科院 杂种优势","中国农科院杂种优势万建民作科所-1082","2026-08-30T00:11:09.344134Z",{"total":56,"page":21,"page_size":56,"items":57},6,[58,113,179,219,271,354],{"id":59,"title":60,"url":61,"summary":62,"summary_zh":8,"content":63,"source_name":64,"source_url":8,"published_at":65,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":66,"score_detail":67,"sources":73,"tags":75,"primary_topic":80,"secondary_topics":81,"classification":82,"search_phrases":107,"slug":110,"view_count":111,"doi":8,"paper":8,"created_at":112},5449,"安徽省农科院专家在淮南潘集「绿色吨半粮」基地开展水稻良种与高效肥测产观摩","https:\u002F\u002Fwww.panji.gov.cn\u002Fpjzx\u002Fjcgz\u002F11259072035.html","10 月 14 日上午，水稻良种和高效肥展示观摩会在淮南市潘集区贺疃镇「绿色吨半粮」示范基地举行，来自中国农业大学、南京农业大学、安徽省农业科学院、安徽农业大学的专家教授以及种粮大户、基层农技人员参加。示范田内多个水稻新品种分区种植，同步设置高效肥与常规施肥对照试验田块，通过机收和人员测产直观展示良种搭配高效肥料的增产效果，为做好新一年店集贡米品种选育与宣传推广提供技术依据，推动水稻单产提升行动。","为加快优良水稻品种、高效新型肥料示范推广，推动良种良法配套落地，助力粮食稳产增产，10月14日上午，水稻良种和高效肥展示观摩会在贺疃镇“绿色吨半粮”示范基地举行。来自中国农业大学、南京农业大学、安徽省农业科学院、安徽农业大学的专家教授以及种粮大户、基层农技人员齐聚基地，现场观摩对比，开展实收测产。\n\n在示范田内，多个水稻新品种分区种植，同步设置高效肥与常规施肥对照试验田块。观摩会现场，通过查看不同品种的长势、抗倒伏、抗病性，对比施用高效肥和常规肥料水稻的株型、穗粒、结实情况，现场讲解品种特性、科学施肥、田间管护等关键技术要点，为种粮大户答疑解惑，做好新一年的店集贡米的品种选育、宣传推广。现场通过机收和人员测产，直观展示了优良品种搭配高效肥料的增产效果，用真实数据验证良种与高效肥相结合的增产提质、节肥增效优势，对推进水稻单产提升行动具有积极作用。\n\n潘集区农技推广中心主任杨中保表示：“近年来，我们立足本地农业生产实际，聚焦粮食安全底线、农业增效目标、农民增收核心，扎实推进农作物良种筛选推广、配套栽培良法落地、新型肥料示范应用等一系列重点工作，通过建示范、抓培训、强指导、树样板，良种良法配套、科学施肥增效的农业生产新模式全面落地，让农作物抗灾能力、单产水平、农产品品质稳步提升，农业生产综合效益持续提高，农业生产取得了阶段性成效。”\n\n通过现场观摩不同品种的水稻生长特性，选用适配本地气候土壤的水稻良种，配套应用高效肥料，能够提升肥料利用率，对于减少化肥投入，改善稻米品质，推动水稻绿色高产，壮大潘集水稻产业的有效路径。此次观摩测产活动，搭建起科研院所、农技部门与种植主体交流对接的平台，打通农业科技成果转化 “最后一公里”。\n\n潘集区农技推广中心主任杨中保表示：“下一步，我们农技部门要锚定农业高质量发展总目标，紧扣稳粮、提质、增效、绿色核心任务，持续深耕良种良法推广、科学施肥示范工作，推动农业生产提质增效、提档升级，为稳定粮食生产、壮大特色农业、助力乡村产业振兴提供有力支撑。”","淮南市潘集区人民政府 2026-10-16","2026-10-16T00:00:00Z",50,{"impact":44,"substance":68,"depth":69,"authority":70,"freshness":71,"relevant":21,"comment":72},14,11,8,5,"地方示范基地的良种良法观摩测产活动，有现场数据和多方信源，但属区域性农技推广动态，公共价值有限。",[74],{"name":64,"url":61},[26,76,77,78,79],"单产提升","科学施肥","良种良法","绿色吨半粮",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":83},{"candidates":84,"agricultural_evidence":45},[85,89,96,102],{"code":32,"score":44,"supported":45,"title":86,"abstract":87,"tags":88},[26],[26],[26],{"code":90,"score":20,"supported":45,"title":91,"abstract":92,"tags":95},"F3",[],[93,94],"施肥","肥料",[77],{"code":97,"score":98,"supported":45,"title":99,"abstract":100,"tags":101},"A8",4,[],[76],[76],{"code":103,"score":21,"supported":14,"title":104,"abstract":105,"tags":106},"F1",[],[],[78],[108,109],"潘集 绿色吨半粮 水稻","安徽省农科院 水稻 高效肥 测产","潘集绿色吨半粮水稻-5449",0,"2026-10-21T00:10:02.459897Z",{"id":114,"title":115,"url":116,"summary":117,"summary_zh":8,"content":118,"source_name":119,"source_url":8,"published_at":120,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":121,"score_detail":122,"sources":126,"tags":128,"primary_topic":133,"secondary_topics":134,"classification":135,"search_phrases":174,"slug":177,"view_count":111,"doi":8,"paper":8,"created_at":178},5447,"安徽省农科院「银月丝苗」331 亩示范片测产 亩产 605.2 公斤 增产 31.6%","https:\u002F\u002Fwww.aaas.org.cn\u002F4303179\u002F71505657.html","安徽省农业科学院农业机械装备与工程所牵头、联合水稻研究所实施的省财政农业科技成果转化项目「粮油农文旅融合集成技术转化应用」，10 月 12 日在黄山市休宁县商山镇荪田村对水稻新品种「银月丝苗」百亩示范片开展现场测产验收。示范片面积 331 亩，配套水稻机直播、机插同步侧深施肥、稻田杂草与病虫害绿色防控等技术，实收折算干谷亩产 605.2 公斤，比去年黄山市水稻平均亩产 460.0 公斤高出 145.2 公斤、增产幅度 31.6%，远超项目亩增产 50 公斤的预期目标。","发布时间：2026-10-15 14:46   来源：安徽省农业科学院机械与工程所    阅读： 次   字体：[大] [中] [小]   保护视力色：\n\n2026年10月12日，我院的安徽省财政农业科技成果转化项目“粮油农文旅融合集成技术转化应用”，在黄山市休宁县商山镇荪田村实施的水稻新品种“银月丝苗”百亩示范片进行现场测产验收。该项目由农业机械装备与工程所牵头、联合水稻研究所共同实施。\n\n专家组听取了实施情况汇报，实地考察了项目示范片并机收测产。示范片面积331亩，种植了水稻新品种“银月丝苗”，配套应用了水稻机直播、机插同步侧深施肥、稻田杂草绿色防控、优质稻病虫害绿色防控等绿色高产优质栽培技术。示范片处于黄熟期，专家组随机选取代表性田块，实收折算干谷亩产达605.2公斤。示范片单产比去年黄山市统计的水稻平均亩产460.0公斤高出145.2公斤，增产幅度达31.6%，远超项目增产50公斤的预期目标。\n\n示范片田间生长整齐平衡，熟相好，未发现明显病虫草害，充分展现了该品种高产、优质、抗倒伏能力较强的综合优势，项目区生态环境优良，稻米产量高、品质优，同时展现了稻丰田园的大地景观，为游客初秋乡村旅游和美食体验提供了良好去处。","安徽省农业科学院 2026-10-15","2026-10-15T00:00:00Z",69,{"impact":123,"substance":18,"depth":44,"authority":124,"freshness":56,"relevant":21,"comment":125},18,13,"省级科研机构主导的新品种示范测产，数据具体、增产显著，具备行业参考价值，但属区域性进展，时效略滞后。",[127],{"name":119,"url":116},[26,129,130,131,132],"成果转化","测产验收","绿色栽培","银月丝苗",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":136},{"candidates":137,"agricultural_evidence":45},[138,143,148,153,159,165,169],{"code":32,"score":20,"supported":45,"title":139,"abstract":140,"tags":142},[],[26,141],"稻田",[26],{"code":144,"score":98,"supported":45,"title":145,"abstract":146,"tags":147},"G1",[],[129],[129],{"code":90,"score":149,"supported":45,"title":150,"abstract":151,"tags":152},3,[],[93],[],{"code":154,"score":149,"supported":45,"title":155,"abstract":156,"tags":158},"F4",[],[157],"绿色防控",[],{"code":160,"score":149,"supported":45,"title":161,"abstract":162,"tags":164},"F5",[],[163],"农业机械",[],{"code":97,"score":21,"supported":14,"title":166,"abstract":167,"tags":168},[],[],[130],{"code":170,"score":21,"supported":14,"title":171,"abstract":172,"tags":173},"H8",[],[],[131],[175,176],"安徽省农科院 银月丝苗 水稻","休宁 水稻 测产 605.2公斤","安徽省农科院银月丝苗水稻-5447","2026-10-21T00:10:02.221618Z",{"id":180,"title":181,"url":182,"summary":183,"summary_zh":8,"content":184,"source_name":185,"source_url":8,"published_at":65,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":186,"score_detail":187,"sources":190,"tags":192,"primary_topic":196,"secondary_topics":197,"classification":198,"search_phrases":214,"slug":217,"view_count":111,"doi":8,"paper":8,"created_at":218},5444,"四川省农科院生核所「花香优872」百亩连片实收亩产 635 公斤","https:\u002F\u002Fwww.chinawestagr.com\u002Fzwgk\u002Fshowcontent.asp?id=67505","四川省农业科学院生物核与农业工程研究所在成都郫都区举办郫都粮经复合综合试验站杂交水稻新品种百亩连片现场观摩与验收会，重点展示该所选育的优质一级香型杂交稻「花香优872」百亩连片示范方。副所长王平研究员就该品种特征特性、配套栽培技术要点及粮经复合茬口衔接模式作现场讲解。种植大户反馈该品种在迟播条件下百亩片现场实收平均亩产 635 公斤，机械化效率提升 2.1%，抗病性与机收适应性表现良好。","λԺ                ʱ䣺2026\u002F10\u002F16171\n\nΪӿӽˮƷƹӦãƶ֡أ1011գԺڳɶۯٰۯۺվӽˮƷְĶƬֳĦջᡣʡũԺйרҡҵҵֲ󻧲μӡ\n\nĿصչʾԺѡһӽ“872”ĶƬʾԺƽоԱ͸Ʒԡ༼Ҫ㼰ϲνģʽֳ⡣λ﹡ʵز쿴ƷֵҶ̬ṹͿ֣ΧɹӦúͻеֲЧʵȷ˽ֲ󻧽ֲ飬϶ƷڿԺͻӦԷ֣ڳٲ“872”ĶƬֳʵƽĶ635еЧ2.1%ҵҵֲ󻧾͸ƷֵĽһƹ˶ԽǢ̸\n\n˴λͨ“—ҵ—ֲ”ƽ̨ѡֱָۡѧһԺΧˮֲЧӿ߲ʡ࿹˻Ʒֵɸѡչʾ׼ɣֱչʾ“”ںϵЧDZӶƹӦá","四川省农业科学院 2026-10-16",64,{"impact":123,"substance":188,"depth":44,"authority":124,"freshness":71,"relevant":21,"comment":189},16,"省级科研机构水稻新品种百亩连片实收测产，数据具体、有示范推广价值，但属区域性进展，时效稍旧。",[191],{"name":185,"url":182},[26,193,194,195],"种业振兴","粮食单产","新品种示范",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":199},{"candidates":200,"agricultural_evidence":45},[201,205,210],{"code":32,"score":20,"supported":45,"title":202,"abstract":203,"tags":204},[],[26,47],[26],{"code":160,"score":149,"supported":45,"title":206,"abstract":207,"tags":209},[],[208],"机械化",[],{"code":103,"score":21,"supported":14,"title":211,"abstract":212,"tags":213},[],[],[193],[215,216],"花香优872 水稻","四川省农科院 花香优872 测产","花香优872水稻-5444","2026-10-21T00:10:01.936262Z",{"id":220,"title":221,"url":222,"summary":223,"summary_zh":8,"content":224,"source_name":225,"source_url":8,"published_at":226,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":227,"score_detail":228,"sources":230,"tags":232,"primary_topic":237,"secondary_topics":238,"classification":244,"search_phrases":266,"slug":269,"view_count":111,"doi":8,"paper":8,"created_at":270},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",58,{"impact":188,"substance":124,"depth":69,"authority":44,"freshness":56,"relevant":21,"comment":229},"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。",[231],{"name":225,"url":222},[233,26,234,235,236],"广东","再生稻","农技推广","粮食生产",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[239],{"code":144,"slug":240,"name":241,"path":242,"parent_code":243},"extension-transfer","农技推广与成果转化","\u002Ftopic\u002Frural-services\u002Fextension-transfer","G",{"status":38,"locked":14,"version":39,"method":40,"evidence":245},{"candidates":246,"agricultural_evidence":45},[247,252,257,262],{"code":32,"score":248,"supported":45,"title":249,"abstract":250,"tags":251},27,[26,234],[26,47,234],[234,26],{"code":144,"score":19,"supported":45,"title":253,"abstract":255,"tags":256},[254],"技术培训",[235,254],[235],{"code":97,"score":98,"supported":45,"title":258,"abstract":259,"tags":261},[],[260],"粮食产能",[236],{"code":35,"score":21,"supported":14,"title":263,"abstract":264,"tags":265},[],[],[236],[267,268],"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","2026-10-21T00:10:01.007510Z",{"id":272,"title":273,"url":274,"summary":275,"summary_zh":276,"content":8,"source_name":277,"source_url":274,"published_at":278,"category":279,"cover_url":8,"hotness":13,"is_selected":14,"score":280,"score_detail":281,"sources":284,"tags":286,"primary_topic":291,"secondary_topics":292,"classification":299,"search_phrases":333,"slug":336,"view_count":111,"doi":337,"paper":338,"created_at":353},5394,"Rice Yield Prediction Using Multi-Modal Regression Learning with Optimized Ensemble Models","https:\u002F\u002Fdoi.org\u002F10.3390\u002Feng7100572","Accurate rice yield estimation is important for agricultural planning, resource allocation, and food security assessment, but yield depends on interacting climatic, vegetation, remote sensing, seasonal, and crop growth factors. This study presents a Multi-Modal Regression Learning (MMRL) framework for continuous rice yield prediction. The framework integrates rainfall, temperature, humidity, normalized difference vegetation index (NDVI), VH synthetic aperture radar (SAR) backscatter, season, rice cultivation area, and leaf wetness information. Predictor relevance is assessed before model development, and multiple regression learners are trained using a common feature set. Their validation predictions are combined through non-negative ensemble weights constrained to sum to one, thereby producing a single optimized prediction. Experiments were performed on a modeled spatio-temporal agricultural dataset representing Karnataka conditions, with 10,000 observations used for the regression comparison. The proposed MMRL ensemble achieved an R2 of 0.9515, an RMSE of 0.6334 tons\u002Fha, an MAE of 0.5075 tons\u002Fha, and an MAPE of 9.81%, outperforming the evaluated individual regression models. Diagnostic plots further indicated close agreement between predicted and reference yields across most of the evaluated range. The MMRL workflow was also evaluated on a separately reconstructed synthetic dataset generated with fully specified distributions, sampling rules, noise terms, a yield generation equation, and fixed random seeds.","准确的水稻产量估算对农业规划、资源配置和粮食安全评估具有重要意义，但产量取决于气候、植被、遥感、季节和作物生长等多种因素的相互作用。本研究提出了一种用于连续水稻产量预测的多模态回归学习（Multi-Modal Regression Learning，MMRL）框架。该框架整合了降雨量、温度、湿度、归一化植被指数（NDVI）、VH合成孔径雷达（SAR）后向散射、季节、水稻种植面积和叶片湿润信息。在模型开发之前评估预测变量的相关性，并使用共同特征集训练多个回归学习器。其验证预测结果通过约束为和等于1的非负集成权重进行组合，从而生成单一优化预测。实验在代表卡纳塔克邦条件的建模时空农业数据集上进行，使用10,000个观测值进行回归比较。所提出的MMRL集成模型实现了R²为0.9515、RMSE为0.6334吨\u002F公顷、MAE为0.5075吨\u002F公顷、MAPE为9.81%，优于所评估的各个回归模型。诊断图进一步表明，在大多数评估范围内，预测产量与参考产量高度一致。MMRL工作流程还在一个单独重建的合成数据集上进行了评估，该数据集使用完全指定的分布、采样规则、噪声项、产量生成方程和固定随机种子生成。","Eng—Advances in Engineering","2026-10-18T00:00:00Z","论文",78,{"impact":123,"substance":282,"depth":123,"authority":44,"freshness":70,"relevant":21,"comment":283},22,"多模态回归集成方法在水稻估产上取得较高精度，方法新颖、数据规模明确，对农业信息化有参考价值，但属学术论文且数据集为模拟数据，产业影响有限。",[285],{"name":277,"url":274},[287,288,26,289,290],"智慧农业","农业人工智能","产量预测","遥感",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[293],{"code":294,"slug":295,"name":296,"path":297,"parent_code":298},"I3","remote-sensing","遥感与农情监测","\u002Ftopic\u002Fdigital-agriculture\u002Fremote-sensing","I",{"status":38,"locked":14,"version":39,"method":40,"evidence":300},{"candidates":301,"agricultural_evidence":45},[302,306,311,317,323,328],{"code":32,"score":19,"supported":45,"title":303,"abstract":304,"tags":305},[33],[26,33],[26],{"code":294,"score":70,"supported":45,"title":307,"abstract":308,"tags":310},[],[290,309],"remote sensing",[289,290],{"code":97,"score":56,"supported":45,"title":312,"abstract":313,"tags":316},[],[314,315],"粮食安全","food security",[],{"code":318,"score":149,"supported":45,"title":319,"abstract":320,"tags":322},"J1",[],[321],"农业规划",[],{"code":324,"score":21,"supported":14,"title":325,"abstract":326,"tags":327},"I1",[],[],[287],{"code":329,"score":21,"supported":14,"title":330,"abstract":331,"tags":332},"I2",[],[],[288],[334,335],"水稻 产量预测 多模态","NDVI SAR 水稻估产","水稻产量预测多模态-5394","10.3390\u002Feng7100572",{"doi":337,"openalex_id":339,"authors":340,"venue":277,"cited_by_count":111,"oa_url":274,"card":346,"direction":350,"ingested_from":352},"W7222942064",[341,343],{"name":342,"orcid":8},"Nayana Venkatesh",{"name":344,"orcid":345},"Evangelin Geetha Devaraj","https:\u002F\u002Forcid.org\u002F0000-0002-7253-4314",{"tldr":347,"method":348,"finding":349,"direction":350,"opportunity":351},"构建多模态回归学习框架，融合气候、遥感与作物因子，实现水稻产量连续预测。","融合降雨、温度、NDVI、SAR后向散射等多源特征，用非负权重集成多个回归器。","集成模型R²达0.9515，RMSE为0.6334吨\u002F公顷，优于各单一回归模型。","农业遥感与作物表型","可引入真实田间多时相遥感与深度时序模型，验证合成数据结论在真实产区的泛化性。","openalex","2026-10-20T23:30:19.292634Z",{"id":355,"title":356,"url":357,"summary":358,"summary_zh":359,"content":8,"source_name":360,"source_url":357,"published_at":361,"category":279,"cover_url":8,"hotness":13,"is_selected":14,"score":362,"score_detail":363,"sources":366,"tags":368,"primary_topic":371,"secondary_topics":372,"classification":373,"search_phrases":414,"slug":417,"view_count":111,"doi":418,"paper":419,"created_at":433},5388,"A digital twin framework for proactive disease management in paddy cultivation using spatio-temporal graph neural networks","https:\u002F\u002Fdoi.org\u002F10.1080\u002F20421338.2026.2707951","Rice production is highly affected by disease outbreaks, particularly in Asian agricultural systems, resulting in major yield losses and excessive pesticide usage. This study proposes a digital twin framework for paddy cultivation that integrates predictive disease modelling with real-time crop phenology simulation to support proactive disease management. The framework utilizes historical phenological records, IoT-based microclimatic sensor data, irrigation information, and field management records collected from 150 hectares of paddy fields in Maharashtra, India. A Spatio-Temporal Graph Neural Network (ST-GNN), integrating Graph Convolutional Networks (GCNs) and Long Short-Term Memory (LSTM) networks, is employed to model spatial disease propagation and temporal crop dynamics for predicting blast, brown planthopper, and bacterial leaf blight outbreaks up to 14 days in advance. Experimental results demonstrate 87.3% prediction accuracy, 23.7% reduction in pesticide usage, and 31.2% reduction in crop losses, while outperforming traditional Random Forest and SVM models in F1-score performance. The proposed framework enables real-time decision support for sustainable precision agriculture and optimized resource management.","水稻生产极易受到病害暴发的影响，在亚洲农业体系中尤为突出，造成重大产量损失和农药过度使用。本研究提出一个水稻栽培数字孪生（digital twin）框架，将预测性病害建模与实时作物物候模拟相结合，以支持主动式病害管理。该框架利用从印度马哈拉施特拉邦150公顷稻田采集的历史物候记录、基于物联网的微气候传感器数据、灌溉信息及田间管理记录。采用融合图卷积网络（Graph Convolutional Networks, GCN）与长短期记忆网络（Long Short-Term Memory, LSTM）的时空图神经网络（Spatio-Temporal Graph Neural Network, ST-GNN），对病害空间传播与作物时序动态进行建模，以提前14天预测稻瘟病、褐飞虱和白叶枯病的暴发。实验结果表明，预测准确率达87.3%，农药使用量减少23.7%，作物损失减少31.2%，且在F1分数上优于传统随机森林（Random Forest）和支持向量机（SVM）模型。所提框架可为可持续精准农业和优化资源管理提供实时决策支持。","African Journal of Science Technology Innovation and Development","2026-10-19T00:00:00Z",80,{"impact":123,"substance":282,"depth":123,"authority":124,"freshness":364,"relevant":21,"comment":365},9,"方法新颖、数据规模明确且量化效果显著，属智慧农业细分领域实质进展，值得进入每日精选。",[367],{"name":360,"url":357},[287,288,26,369,370],"数字孪生","病虫害预警",{"code":32,"slug":33,"name":26,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":374},{"candidates":375,"agricultural_evidence":45},[376,384,389,395,402,409],{"code":324,"score":377,"supported":45,"title":378,"abstract":380,"tags":383},19,[379],"digital twin",[381,369,382,379],"精准农业","precision agriculture",[369,287],{"code":32,"score":123,"supported":45,"title":385,"abstract":387,"tags":388},[386],"paddy",[26,141,33,386],[26],{"code":154,"score":56,"supported":45,"title":390,"abstract":391,"tags":394},[],[392,393],"农药","pesticide",[],{"code":396,"score":56,"supported":45,"title":397,"abstract":398,"tags":401},"H3",[],[399,400],"灌溉","irrigation",[],{"code":403,"score":56,"supported":45,"title":404,"abstract":405,"tags":408},"I5",[],[406,407],"物联网","IoT",[],{"code":329,"score":98,"supported":45,"title":410,"abstract":411,"tags":413},[],[412],"decision support",[288],[415,416],"水稻 病害预测 数字孪生","ST-GNN 水稻 病虫害","水稻病害预测数字孪生-5388","10.1080\u002F20421338.2026.2707951",{"doi":418,"openalex_id":420,"authors":421,"venue":360,"cited_by_count":111,"oa_url":8,"card":426,"direction":432,"ingested_from":352},"W7222969403",[422,424],{"name":423,"orcid":8},"Jyoti Rani",{"name":425,"orcid":8},"Dr.  Narendra S.  Jadhav",{"tldr":427,"method":428,"finding":429,"direction":430,"opportunity":431},"构建水稻数字孪生框架，用时空图神经网络提前14天预测病害。","融合物联网微气候、物候与管理数据，用GCN+LSTM的ST-GNN建模。","预测准确率87.3%，农药减23.7%、损失减31.2%，优于RF与SVM。","农业人工智能与决策模型","可探索多尺度时空图建模与数字孪生闭环决策，并迁移至其他作物与区域。","智慧农业 \u002F 农业物联网","2026-10-20T23:30:12.636299Z"]