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和美屈原庆丰年”农民丰收节在凤凰乡河泊潭村启幕。湖南省农业科学院党委委员、湖南杂交水稻研究中心党委书记许靖波，中国农业科学院油料作物研究所副所长邓乾春，中国科学院亚热带农业生态研究所党委委员周传社，以及国家、省、市科研院所、种业企业相关专家和负责人，市农业农村局有关负责人，区党委书记赵婷等区领导出席活动；区党委副书记、管委会主任童勋海致辞并宣布开幕。全区种粮大户、农业经营主体代表与广大农民群众欢聚田间，共庆丰收、共话振兴。\n\n![Image 1](https:\u002F\u002Fvod-quyuanguanliqu-xhncloud.voc.com.cn\u002F167\u002F2026\u002F09\u002F21\u002F6ca23fa144a9afa87e94c2020b3d5217fcc35ceb1789975268.jpg?watermark\u002F1\u002Fimage\u002FaHR0cHM6Ly9pbWcyLnZvYy5jb20uY24veGhuMS5wbmc=\u002Fdissolve\u002F100\u002Fgravity\u002FSouthWest\u002Fdx\u002F0\u002Fdy\u002F0\u002Fws\u002F0.2\u002Fwst\u002F0)\n\n田垄里的“科技课”\n\n在河泊潭村水稻自序机抛秧展示基地，合作社代表、种粮大户们俯下身子细看稻穗，眼里满是期待。\n\n“这秧抛下去，根系扎得深、分蘖快，比传统机插省时又省工。”湖南杂交水稻研究中心副研究员魏中伟站在田埂边，边比划边讲解自序机抛秧的门道。区农业农村局农艺师王有成接过话头，讲起秋粮“一喷多促”：“一次喷施，促壮苗、促灌浆、促成熟，还能防病虫害，一次喷施多重效果。”\n\n![Image 2](https:\u002F\u002Fvod-quyuanguanliqu-xhncloud.voc.com.cn\u002F167\u002F2026\u002F09\u002F21\u002Ff92b66e88a1a9f789522175103f19699ac17ea691789975269.jpg?watermark\u002F1\u002Fimage\u002FaHR0cHM6Ly9pbWcyLnZvYy5jb20uY24veGhuMS5wbmc=\u002Fdissolve\u002F100\u002Fgravity\u002FSouthWest\u002Fdx\u002F0\u002Fdy\u002F0\u002Fws\u002F0.2\u002Fwst\u002F0)\n\n话音未落，植保无人机腾空而起，均匀散播施肥，现场掌声四起。技术，就这样从实验室落进农户看得见、用得好的田垄间。\n\n锣鼓声里的丰收歌\n\n田头的观摩意犹未尽，主会场擂响丰收锣鼓《鼓韵庆丰收》，活动拉开帷幕。\n\n童勋海在致辞中向扎根一线、辛勤耕耘的“三农”工作者们致以诚挚的祝福。他表示，此次丰收节既是礼赞耕耘、歌颂丰收的盛会，更是助推乡村振兴的实干平台。期盼广大农民朋友继续勤劳实干、深耕沃土，用汗水浇灌丰收硕果；也希望各部门、社会各界持续关心支持屈原“三农”事业，汇聚起共谋乡村振兴的强大合力，推动屈原农业农村工作提质进位、再谱新篇。随后，童勋海宣布活动正式启动。\n\n授牌仪式上，许靖波代表湖南省农科院授予屈原管理区“全域水稻单产提升合作示范单位”。依托省农科院的技术支撑，屈原管理区将持续深耕粮食生产，全力冲刺水稻单产新高度。\n\n![Image 3](https:\u002F\u002Fvod-quyuanguanliqu-xhncloud.voc.com.cn\u002F167\u002F2026\u002F09\u002F21\u002Ffe940e94c56cebcb26b661fc352908603c0d44961789975269.jpg?watermark\u002F1\u002Fimage\u002FaHR0cHM6Ly9pbWcyLnZvYy5jb20uY24veGhuMS5wbmc=\u002Fdissolve\u002F100\u002Fgravity\u002FSouthWest\u002Fdx\u002F0\u002Fdy\u002F0\u002Fws\u002F0.2\u002Fwst\u002F0)\n\n“科技兴农”的背后，是“数智”二字。现场播放的《数智农业赋能单产提升》短片，将数字农田、智慧管护的鲜活现场直观呈现在农户眼前。数智农业究竟给一线带来了什么？朝阳农机专业合作社的曹勇，用最朴素的乡音作答。“以前种田靠经验、靠天吃饭，现在靠数据、靠科技。”曹勇说，“从播种到田管、从植保到收割，全程有了数字化、机械化的‘帮手’，十个人能管上千亩地，用工省了、成本降了，稻谷的产量和品质反而上去了。”\n\n粮田有美景，沃土藏诗意。区管委会副主任李梅现场发布屈原农文旅精品线路，一条条线路串起山水之美、人文之韵、丰收之盛，让丰收不止于仓廪充盈，更有奔赴的诗与远方。\n\n丰收的底气，离不开金融的灌溉。授信环节，金融机构现场为区内农业经营主体集中授信。今年来，农户金融授信额度近9亿元，覆盖农户90%以上。金融活水精准灌溉田间地头，为种粮农户送来“及时雨”。\n\n![Image 4](https:\u002F\u002Fvod-quyuanguanliqu-xhncloud.voc.com.cn\u002F167\u002F2026\u002F09\u002F21\u002Fc5130a7c93acde0ba8904d8ea01447d345cbf8261789975269.jpg?watermark\u002F1\u002Fimage\u002FaHR0cHM6Ly9pbWcyLnZvYy5jb20uY24veGhuMS5wbmc=\u002Fdissolve\u002F100\u002Fgravity\u002FSouthWest\u002Fdx\u002F0\u002Fdy\u002F0\u002Fws\u002F0.2\u002Fwst\u002F0)\n\n文艺节目同样精彩纷呈。舞蹈《来晒秋》、情景剧《楚香农韵——稻田间的知识密码》、快板《屈原田间不冒烟 秸秆变宝唱新篇》、花鼓小戏《金秋丰收树新风》、歌舞《在希望的田野上》轮番登台，把丰收的喜悦推向一个又一个高潮。\n\n政策台前的暖心话\n\n主会场旁，政策咨询台前已排起了队。粮食生产补贴、农机购置补贴、农业保险……惠农政策宣讲团把一条条政策“翻译”成群众听得懂的大白话，宣传手册发了一摞又一摞。河泊潭村村民李大伯拿着刚领到的手册，脸上笑开了花：“有好政策，明年还想多种几亩。”\n\n老农具与新农机的对话\n\n成果展示区里，一边是犁铧、手摇风车、老式谷耙，静诉千年的农事记忆；一边是插秧机、植保无人机、智能农机一字排开，闪耀着现代农业的科技光芒。\n\n展台上，优质大米、生态鱼虾、特色果蔬、有机茶叶等本土农特产品琳琅满目，散发着丰收的香气。展板区图文并茂，记录着全区水稻全域单产提升的坚实步伐、高标准农田建设的累累硕果。电商专区里，群众扫码直达线上店铺，线下看样、线上下单，丰收的果实从田间地头一路“飞”进千家万户。\n\n一场丰收节，晒出的不只是沉甸甸的稻谷，更是乡村振兴路上红红火火的日子与昂扬向上的精气神。洞庭粮仓的丰收答卷，正一笔一画写在屈原希望的田野上，也写在每一位农民舒展的笑脸里。\n\n责编：梁静\n\n一审：梁静\n\n二审：姜瑶\n\n三审：柳佳\n\n来源：屈原管理区融媒体中心\n\n![Image 5](https:\u002F\u002Fimg2.voc.com.cn\u002F2021\u002F07\u002Fxhn\u002Fcopyinfo1x.png)\n\n版权作品，未经授权严禁转载。经授权后，转载须注明来源、原标题、著作者名，不得变更核心内容。","新湖南 2026年09月22日","2026-09-22T00:00:00Z",55,{"impact":49,"substance":17,"depth":49,"authority":154,"freshness":19,"relevant":20,"comment":194},"地方丰收节活动报道，含省农科院授牌、数智农业与金融授信等实质信息，但属区域性动态，公共价值有限。",[196],{"name":190,"url":187},[26,198,199,200,201],"水稻单产提升","农业社会化服务","农文旅融合","数字农田",{"code":77,"slug":203,"name":204,"path":205,"parent_code":34},"yield-food-security","单产提升与粮食安全","\u002Ftopic\u002Ffield-crops\u002Fyield-food-security",[207,208],{"code":31,"slug":32,"name":27,"path":33,"parent_code":34},{"code":37,"slug":38,"name":39,"path":40,"parent_code":41},{"status":43,"locked":14,"version":44,"method":45,"evidence":210},{"candidates":211,"agricultural_evidence":50},[212,217,221,225,229,234,239],{"code":77,"score":49,"supported":50,"title":213,"abstract":215,"tags":216},[214],"单产提升",[214],[198],{"code":31,"score":56,"supported":50,"title":218,"abstract":219,"tags":220},[27],[27],[],{"code":37,"score":56,"supported":50,"title":222,"abstract":223,"tags":224},[145],[145],[],{"code":84,"score":78,"supported":50,"title":226,"abstract":227,"tags":228},[],[87],[],{"code":230,"score":20,"supported":14,"title":231,"abstract":232,"tags":233},"G2",[],[],[199],{"code":235,"score":20,"supported":14,"title":236,"abstract":237,"tags":238},"H1",[],[],[201],{"code":102,"score":20,"supported":14,"title":240,"abstract":241,"tags":242},[],[],[26],[244,245],"屈原管理区 水稻单产提升","湖南省农科院 全域水稻单产提升","屈原管理区水稻单产提升-3306","2026-09-24T00:03:59.788258Z",{"id":249,"title":250,"url":251,"summary":252,"summary_zh":8,"content":253,"source_name":254,"source_url":8,"published_at":121,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":255,"score_detail":256,"sources":260,"tags":262,"primary_topic":268,"secondary_topics":269,"classification":271,"search_phrases":293,"slug":296,"view_count":63,"doi":8,"paper":8,"created_at":297},3428,"湖北低GI功能性大米'糖友1号'亮相中国农民丰收节全国主场——慢升糖稻米适合糖尿病患者日常主粮","https:\u002F\u002Fxy.cnhubei.com\u002Fcontent\u002F2026-09\u002F24\u002Fcontent_20207899.html","湖北省级区域公用品牌'江汉大米'展位前，湖北省农业科学院粮食作物研究所所长徐得泽展示攻关选育的低GI稻米'糖友1号'——属于慢升糖功能性大米，适合糖尿病患者、孕妇等群体。采用轻碾浅抛加工工艺少抛光保留胚芽，煮出来的米饭口感软糯可口。湖北省农科院已与省内外多家企业深化合作开展联合育种攻关，开发全谷物、营养功能稻米系列产品。中国太保产险展示水下智能勘测仪器，可自主巡航探测采集水下鱼群数据。","![Image 1](https:\u002F\u002Fxy.cnhubei.com\u002Fa\u002F10001\u002F202609\u002F0da0d7ffbeb2247d01e8c63e17a52246.jpeg)\n\n9月23日，在湖北枣阳举行的2026年中国农民丰收节全国主场活动现场，农民代表启动仪式 新华社 发\n\n新华社武汉9月23日电 秋分时节的东郊村，处处涌动着丰收的喜悦，风裹着稻香，从汉江边一路奔涌而来。9月23日，在湖北省襄阳市枣阳市东郊村，2026年中国农民丰收节全国主场活动启幕。\n\n展会集市上，特色农产品、农业前沿科技集中亮相。记者现场走访感受到，在今天，丰收有了更加丰富的内涵——功能性稻米、生物制药产品、水产保险定损设备等一系列新产品、新技术集中亮相，勾勒出中国农业向新而行的生动图景。\n\n湖北省级区域公用品牌“江汉大米”展位前围满了参观者。展台上，一袋袋包装精致的大米整齐摆放，其中一款标注低GI的功能性大米格外抓人眼球。\n\n“GI意为升糖指数，这是我们攻关选育出的低GI稻米‘糖友1号’，属于慢升糖功能性大米，适合糖尿病患者、孕妇等群体。”湖北省农业科学院粮食作物研究所所长徐得泽手中捧着盛满米粒的样品盒，向围拢过来的人们细细讲解。\n\n记者随手抓起一把米，其外观与普通大米并无明显区别。徐得泽说，这款大米采用轻碾浅抛加工工艺，少抛光，保留胚芽，煮出来的米饭口感软糯可口，兼顾保健功能与食用口感。\n\n近年来，随着群众健康意识不断增强，低糖、慢升糖食品成为消费新趋势。“低GI主食前景广阔，市场需求大。”徐得泽说，湖北省农科院已与省内外多家企业深化合作，开展联合育种攻关，开发全谷物、营养功能稻米系列产品，让更多农业科研成果走进寻常百姓家。\n\n气候多变、极端天气多发，给农业生产带来不少挑战。现场，多家金融保险机构集中设展，各类惠农农业保险成为广大农户关注的焦点。\n\n在中国太保产险展位，工作人员正向参展者推介水产养殖保险。一台搭载摄像头、探测传感器的橘色水下智能勘测仪器，引来不少水产养殖户驻足询问。\n\n水产养殖定损历来是行业“老大难”，鱼塘水下情况看不见摸不着，鱼群数量、存活状况难以直观核验，传统定损估算误差大，容易引发理赔纠纷。作为农险高质量发展的重要方向，“双精准”政策要求农险做到精准承保、精准理赔，保障农户切身利益。\n\n“这套设备投放至养殖区域水体，可自主巡航探测，采集水下鱼群数据，为水产保险验标与定损环节提供客观数据支撑。”中国太保产险湖北分公司三农综合市场部负责人郁彦博说，目前，该设备已在湖北武汉、荆州等水产养殖区推广应用。\n\n丰收节里的“新”不止于此。结合全国科普月农业农村主场活动，现场还集中展示生物育种、生物制造等前沿科研成果，演示无人驾驶收割作业等应用场景。\n\n田野之上，丰收的内涵持续拓展，各类科创成果扎根乡野、赋能“三农”，为我国农业高质量发展注入源源不断的力量。\n\n_【责任编辑:郑傲兰】_","荆楚网襄阳频道\u002F新华社 2026-09-24",72,{"impact":257,"substance":257,"depth":17,"authority":258,"freshness":154,"relevant":20,"comment":259},18,13,"丰收节全国主场亮相的低GI功能性稻米新品，兼具健康消费趋势与种业创新价值，信息具体、信源权威，值得入选。",[261],{"name":254,"url":251},[263,264,265,266,267],"种业振兴","农业保险","江汉大米","低GI大米","功能性稻米",{"code":31,"slug":32,"name":27,"path":33,"parent_code":34},[270],{"code":37,"slug":38,"name":39,"path":40,"parent_code":41},{"status":43,"locked":14,"version":44,"method":45,"evidence":272},{"candidates":273,"agricultural_evidence":50},[274,279,283,288],{"code":31,"score":56,"supported":50,"title":275,"abstract":277,"tags":278},[276],"稻米",[276],[],{"code":37,"score":19,"supported":50,"title":280,"abstract":281,"tags":282},[145],[],[],{"code":284,"score":20,"supported":14,"title":285,"abstract":286,"tags":287},"F1",[],[],[263],{"code":289,"score":20,"supported":14,"title":290,"abstract":291,"tags":292},"G3",[],[],[264],[294,295],"湖北 糖友1号 低GI大米","江汉大米 徐得泽 功能性稻米","湖北糖友1号低GI大米-3428","2026-09-25T00:09:31.964961Z",{"id":299,"title":300,"url":301,"summary":302,"summary_zh":8,"content":303,"source_name":304,"source_url":8,"published_at":191,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":305,"score_detail":306,"sources":309,"tags":311,"primary_topic":316,"secondary_topics":317,"classification":319,"search_phrases":338,"slug":341,"view_count":78,"doi":8,"paper":8,"created_at":342},3093,"粮食大省秋收忙｜黑龙江：黑土生金筑牢\"压舱石\"——绥粳 18 全国最大香稻品种 省农科院绥化分院聂守军团队 30 年选育 100 余水稻新品种突破 2 亿亩","https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html","9-22 中华网报道黑龙江省秋收生产全面展开：作为国家粮食安全\"压舱石\"，黑龙江通过稳面积、提单产、优结构持续提升粮食综合产能；早熟水稻已陆续开镰。北大荒集团黑龙江友谊农场稻田内农技人员查看秋收作业质量；孙吴县清溪乡金沟村村民曹德昌选种\"益农玉 7 号\"抗低温抗倒伏品种，预计公顷产量 14-15 吨比老品种多 4-5 吨。黑龙江省农业科学院绥化分院副院长聂守军介绍，团队选育的绥粳 18 水稻兼具耐盐碱、高产、优质特性，已大面积推广；该团队 30 年来累计选育 100 余水稻新品种推广面积突破 2 亿亩。","*   [首页](https:\u002F\u002Fwww.china.com\u002F)\n*   [资讯](https:\u002F\u002Fnews.china.com\u002F)\n*   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\"关闭\")\n用微信扫码二维码\n\n分享至好友和朋友圈\n\n[A+](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html#)[A-](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389.html#)\n\n金秋九月，黑土地上沃野流金。在哈尔滨市通河县柞树村，秋风拂过，稻田翻涌起层层金色波浪，稻香漫溢田间。收割机轰鸣穿梭，将沉甸甸的稻穗尽收囊中。\n\n“你看这水稻品质，嘎嘎好！”柞树村水稻种植户刘顺扶着稻穗，脸上洋溢着丰收的喜悦。他告诉记者，今年家里种的水稻早已“名花有主”，通过与村里合作社签订订单，不仅销路不愁，价格也有保障。\n\n作为国家粮食安全的“压舱石”，黑龙江省通过稳面积、提单产、优结构，持续提升粮食综合产能。当前，全省农作物长势良好，早熟水稻已陆续开镰，秋收生产全面展开。\n\n![Image 2: 粮食大省秋收忙｜黑龙江：黑土生金筑牢“压舱石”](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Fe585c291-e9d3-42e7-867b-d81db4705431.jpg)在北大荒集团黑龙江友谊农场有限公司稻田内，农技人员查看秋收作业质量。新华社记者王松 摄\n\n良种是提升粮食单产的重要支撑。“今年我们选用了‘益农玉7号’玉米品种，这一品种抗低温、抗倒伏，棒子不秃尖，粮质好。”在孙吴县清溪乡金沟村，村民曹德昌从田间拿起一棒玉米说，从目前田间长势来看，预计公顷产量可达十四五吨，比老品种多出四五吨。增产带来的实实在在收益，让他们有能力更新农机、扩大种植规模。\n\n为充分释放良种增产潜力，黑龙江省今年提早发布优质品种区划布局，分积温带示范推荐主栽品种，实现主要农作物良种基本全覆盖。\n\n在黑龙江省农业科学院绥化分院水稻试验田里，副院长聂守军仔细记录着稻穗性状。“好品种不是凭空而来的，即便应用了分子标记等现代技术，也必须在田间反复验证。”聂守军说，他和团队选育的“绥粳18”水稻品种，兼具耐盐碱、高产、优质等特性，已实现大面积推广。\n\n1[2](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_1.html)[全文](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_all.html#page_2)共 2 页[下一页](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758389_1.html \"下一页\")\n\n## 推荐阅读\n\n*   [![Image 3: 聚焦全谷物摄入 专家为推动膳食转型支招](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Face531ff-8ec5-4351-bdb2-d35e40337d37.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocial\u002F1007\u002F20260922\u002F49758349.html)\n### [聚焦全谷物摄入 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盘前集体走高](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F1a10854b-5373-4350-a3c3-573c3feb444c.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758364.html)\n### [美股“科技七巨头”多数上涨 盘前集体走高](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758364.html)\n\n_百家号_ _2026-09-22 07:40:10_\n*   [![Image 21: 全国将推动全谷物进食堂 改善膳食结构应对慢性病](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Fe42f5d24-3bec-4446-8190-59fc49284d4f.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758345.html)\n### [全国将推动全谷物进食堂 改善膳食结构应对慢性病](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758345.html)\n\n_新华社_ _2026-09-22 07:35:39_\n*   [![Image 22: 校方回应男生逃避军训飞往上海旅游](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Fae5f8acb-38af-4d04-90c1-44f1ce8091fc.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758197.html)\n### [校方回应男生逃避军训飞往上海旅游](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758197.html)\n\n_xiao65368_ _2026-09-22 07:17:56_\n*   [![Image 23: 雷军回应“打新宇树赚了100多亿” 早期投资获利](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F628x0\u002Fnews\u002F20260922\u002F4fb093ae-92ea-41cc-97b0-ef05ac1bff2c.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758150.html)\n### [雷军回应“打新宇树赚了100多亿” 早期投资获利](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758150.html)\n\n_IT之家_ _2026-09-22 00:58:57_\n*   [![Image 24: 中国男篮需要纠错再出发 外线攻防亟待提升](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002F96a1deea-3106-422a-acd3-f0ebea3d53ed.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758155.html)\n### [中国男篮需要纠错再出发 外线攻防亟待提升](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758155.html)\n\n_百家号_ _2026-09-22 02:28:44_\n*   [![Image 25: 沙特退出mBridge背后 筹码管理而非情绪发泄](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F1e9f0a13-dda6-4e3e-9688-5c2fa2bb7c08.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757684.html)\n### [沙特退出mBridge背后 筹码管理而非情绪发泄](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757684.html)\n\n_百家世界札记_ _2026-09-21 16:24:02_\n*   [![Image 26: 地方选举成观察德国政治走向风向标 政党格局调整引关注](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F9aecfacc-e599-4cd9-82f4-1e66d669d2ff.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757655.html)\n### [地方选举成观察德国政治走向风向标 政党格局调整引关注](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757655.html)\n\n_央视新闻_ _2026-09-21 16:15:43_\n*   [![Image 27: 博士称招聘初复审全通过被取消资格 专业不符引争议](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Fa43c898b-5f28-4237-b4bb-b86ee06b0cbe.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758388.html)\n### [博士称招聘初复审全通过被取消资格 专业不符引争议](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758388.html)\n\n_钱江晚报_ _2026-09-22 07:42:14_\n*   [![Image 28: 乌动用超1600架无人机袭击俄罗斯 泽连斯基称显著影响](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F8dc303fd-0a82-40d2-b6de-33d625091f3f.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757554.html)\n### [乌动用超1600架无人机袭击俄罗斯 泽连斯基称显著影响](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757554.html)\n\n_新浪_ _2026-09-21 15:34:19_\n*   [![Image 29: WTT蒙彼利埃冠军赛首批参赛名单公布 国乒主力领衔出战](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002Fa4f5956d-0264-4e2c-9a73-9444a32615eb.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758181.html)\n### [WTT蒙彼利埃冠军赛首批参赛名单公布 国乒主力领衔出战](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758181.html)\n\n_新华社新媒体_ _2026-09-22 06:27:32_\n*   [![Image 30: 在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F550x0\u002Fnews\u002F20260921\u002F2a3395c1-eb2d-49e6-a334-a41b27a3be9f.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758200.html)\n### [在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758200.html)\n\n_新浪财经_ _2026-09-22 07:19:33_\n*   [![Image 31: 日本国力下降？印度亚运代表团被日本要求“自行想法解决麻烦” 后勤混乱引发质疑](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F8d068a0e-35ec-4098-910a-df80c96e207f.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757679.html)\n### [日本国力下降？印度亚运代表团被日本要求“自行想法解决麻烦” 后勤混乱引发质疑](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757679.html)\n\n_新浪财经_ _2026-09-21 16:22:20_\n*   [![Image 32: 男子过海关入境被查出内裤藏大麻 小包藏毒难逃法眼](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260922\u002F128797d4-ffe1-4e62-a895-7b381e1d1d09.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758348.html)\n### [男子过海关入境被查出内裤藏大麻 小包藏毒难逃法眼](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758348.html)\n\n_菜市场维权指南_ _2026-09-22 07:36:21_\n*   [![Image 33: 澳大利亚15年后再冲安理会 争取2029年席位](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Fcf105f48-2dc6-4151-be66-9b4f4a2049dc.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757651.html)\n### [澳大利亚15年后再冲安理会 争取2029年席位](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757651.html)\n\n_中国侨网_ _2026-09-21 16:15:17_\n*   [![Image 34: 突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F202fb003-e4af-4d02-a877-8f9f91b68512.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n### [突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n\n_14号观察室_ _2026-09-21 16:34:30_\n*   [![Image 35: 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Ff73b9c48-e681-45da-a127-52e295893006.jpg)](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n### [李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n\n_环球网_ _2026-09-21 16:41:09_\n*   [![Image 36: 四川大英一井盖泡沫喷射达2米多高 商场污水所致](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F640x0\u002Fnews\u002F20260922\u002Fd46b9715-0dc9-494d-9f22-7523a5f7aa7b.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758295.html)\n### [四川大英一井盖泡沫喷射达2米多高 商场污水所致](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758295.html)\n\n_智慧生活报_ _2026-09-22 07:29:43_\n*   [![Image 37: iPhone 18系列第一批受害者来了 新机问题频现](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F640x0\u002Fnews\u002F20260921\u002Fe68fddd2-b171-4290-a605-2e1a0970e4ab.jpg)](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758363.html)\n### [iPhone 18系列第一批受害者来了 新机问题频现](https:\u002F\u002Fnews.china.com\u002Fsocialgd\u002F10000169\u002F20260922\u002F49758363.html)\n\n_电手_ _2026-09-22 07:38:47_\n\n## 热门文章\n\n*   [![Image 38: 点“经”之笔丨制造业何以争“先”谋“进”？](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002Fd1a8de03-e6f5-44f0-a0ca-b2e04214f2c6.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753093.html)\n### [点“经”之笔丨制造业何以争“先”谋“进”？](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753093.html)\n\n*   [![Image 39: 中秋临近节日氛围渐浓 各地特色活动抢先看](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F14d2cbb2-2bd7-4f76-8ca1-f83924c29f83.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753041.html)\n### [中秋临近节日氛围渐浓 各地特色活动抢先看](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753041.html)\n\n*   [![Image 40: 西北东北降温幅度大 台风“杜鹃”对我国无影响](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002Fe44827dd-a49b-49d0-bb59-85bb7a50ecb4.jpg)](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753127.html)\n### [西北东北降温幅度大 台风“杜鹃”对我国无影响](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260920\u002F49753127.html)\n\n*   [![Image 41: 超强厄尔尼诺来了 全球农业如何应对](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F6bf29fcc-6751-4c2a-baa5-66ce6d9f5eef.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753397.html)\n### [超强厄尔尼诺来了 全球农业如何应对](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753397.html)\n\n*   [![Image 42: 蓝厅观察丨日本军演频频 搅动地区安全](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F8ad7a530-7d08-490e-9fa2-142fa83ee678.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753355.html)\n### [蓝厅观察丨日本军演频频 搅动地区安全](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753355.html)\n\n*   [![Image 43: 沙特首都再传爆炸声 机场附近升起浓烟](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F300x0\u002Fnews\u002F20260920\u002F2790548c-b3f9-4593-befb-40af019ed9df.jpg)](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753313.html)\n### [沙特首都再传爆炸声 机场附近升起浓烟](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260920\u002F49753313.html)\n\n## 军事\n\n*   [![Image 44: 美国搞X-37B空天战机中国怎么应对 密集组网回应挑衅](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F4439cb38-c212-4e2d-8c42-ee722866b479.jpg) ### 美国搞X-37B空天战机中国怎么应对 密集组网回应挑衅](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758206.html)\n*   [![Image 45: 在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F550x0\u002Fnews\u002F20260921\u002F2a3395c1-eb2d-49e6-a334-a41b27a3be9f.jpg) ### 在美上市的相关格陵兰概念股大涨 安全协议推动股价飙升](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758200.html)\n*   [![Image 46: 专家谈美批准向沙特出售48架F-35A 中东军力格局或将重塑](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F45378c83-9dd2-4f40-8b83-b4108099e172.jpg) ### 专家谈美批准向沙特出售48架F-35A 中东军力格局或将重塑](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260922\u002F49758131.html)\n*   [![Image 47: 巴拿马散货船与中国渔船相撞 渔船受损倾斜](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Fb6fadad7-23e7-4072-98d8-53ea115419c1.jpg) ### 巴拿马散货船与中国渔船相撞 渔船受损倾斜](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49758075.html)\n*   [![Image 48: 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002Ff73b9c48-e681-45da-a127-52e295893006.jpg) ### 李在明回应韩高官请辞 尚未决定是否受理](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757726.html)\n*   [![Image 49: 突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Fnews\u002F20260921\u002F202fb003-e4af-4d02-a877-8f9f91b68512.jpg) ### 突发！又击落一架美国军机 美伊紧张局势升级](https:\u002F\u002Fmilitary.china.com\u002Fnews\u002F13004177\u002F20260921\u002F49757709.html)\n\n## 财经\n\n*   [![Image 50: 第四届全国文学名家珍酒行活动举办](https:\u002F\u002Fimg3.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002Ffe839d7d-4336-45d1-91e1-4b14c4317b90.png)](https:\u002F\u002Ffinance.china.com\u002Fwine\u002F13004693\u002F20260921\u002F49758000.html)\n### [第四届全国文学名家珍酒行活动举办](https:\u002F\u002Ffinance.china.com\u002Fwine\u002F13004693\u002F20260921\u002F49758000.html)\n\n*   [![Image 51: 从“合规驱动”到“价值引领”，ESG步入关键转型期](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F1d809f0d-b1e8-4522-af3f-f3b2822dd196.png)](https:\u002F\u002Ffinance.china.com\u002Ftuijian\u002F13004687\u002F20260921\u002F49757594.html)\n### [从“合规驱动”到“价值引领”，ESG步入关键转型期](https:\u002F\u002Ffinance.china.com\u002Ftuijian\u002F13004687\u002F20260921\u002F49757594.html)\n\n*   [![Image 52: 家宴硬菜、走亲鲜礼、秋日尝鲜，京东生鲜中秋礼盒清单来了](https:\u002F\u002Fimg1.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F8dabe7cc-1acc-44f9-9bc9-1a136748a202.png)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757483.html)\n### [家宴硬菜、走亲鲜礼、秋日尝鲜，京东生鲜中秋礼盒清单来了](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757483.html)\n\n*   [![Image 53: “双节”货运高峰来临 滴滴送货加码司机做单奖励](https:\u002F\u002Fimg0.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002Fcb52e433-1870-48a8-bec6-905b5cf1bc27.png)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757475.html)\n### [“双节”货运高峰来临 滴滴送货加码司机做单奖励](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757475.html)\n\n*   [![Image 54: 佳能加码影像生态：R8 Mark II携三款配件与3D转换软件登场](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F8c48f429-ad5b-43fb-8c96-bfeba58254d8.jpg)](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757456.html)\n### [佳能加码影像生态：R8 Mark II携三款配件与3D转换软件登场](https:\u002F\u002Ffinance.china.com\u002FTMT\u002F13004688\u002F20260921\u002F49757456.html)\n\n*   [![Image 55: 王方辰：茶非“茶”方可成茶](https:\u002F\u002Fimg2.utuku.imgcdc.com\u002F650x0\u002Ffinance\u002F20260921\u002F06256978-80a0-4be1-bf88-2a24de86f784.jpg)](https:\u002F\u002Ffinance.china.com\u002Fxiaofei\u002F13004691\u002F20260921\u002F49757453.html)\n### [王方辰：茶非“茶”方可成茶](https:\u002F\u002Ffinance.china.com\u002Fxiaofei\u002F13004691\u002F20260921\u002F49757453.html)\n\n## 24小时热点\n\n*   _1_[把5G网络“大脑”搬上天的卫星，来了！](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49755961.html)\n*   _2_[贵州从江：抢收稻谷保归仓](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49756131.html)\n*   _3_[德国和西班牙围绕欧盟长期预算分歧明显](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49755813.html)\n*   _4_[基民盟首次无缘进入德国新一届州议会](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49755893.html)\n*   _5_[中国外贸加速“向绿”给世界带来什么？](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49757018.html)\n*   _6_[利比里亚一监狱发生越狱事件 数名囚犯逃脱](https:\u002F\u002Fnews.china.com\u002Finternational\u002F1000\u002F20260921\u002F49757044.html)\n*   _7_[河北迁安：窑火燃起田野新活力](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49756144.html)\n*   _8_[天关与拉索牵手 见证宇宙线“定向奔袭”](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260921\u002F49757032.html)\n*   _9_[两百多年的树，花了一年多“搬家”](https:\u002F\u002Fnews.china.com\u002Fdomestic\u002F945\u002F20260922\u002F49758283.html)\n\n[English](https:\u002F\u002Fenglish.china.com\u002F \"英文站\")[德文站](https:\u002F\u002Fgerman.china.com\u002F \"德文站\")[意文站](https:\u002F\u002Fitaly.china.com\u002F \"意文站\")[葡文站](https:\u002F\u002Fportuguese.china.com\u002F \"葡文站\")[法文站](https:\u002F\u002Ffrench.china.com","中华网",79,{"impact":307,"substance":257,"depth":18,"authority":17,"freshness":13,"relevant":20,"comment":308},22,"央媒报道黑龙江秋收与良种推广，含绥粳18、益农玉7号等具体品种与科研团队信息，具产业参考价值。",[310],{"name":304,"url":301},[263,312,313,314,315],"水稻育种","良种推广","秋收生产","黑龙江农业",{"code":31,"slug":32,"name":27,"path":33,"parent_code":34},[318],{"code":37,"slug":38,"name":39,"path":40,"parent_code":41},{"status":43,"locked":14,"version":44,"method":45,"evidence":320},{"candidates":321,"agricultural_evidence":50},[322,326,330,334],{"code":31,"score":18,"supported":50,"title":323,"abstract":324,"tags":325},[27],[27,52],[312],{"code":37,"score":56,"supported":50,"title":327,"abstract":328,"tags":329},[58],[58],[],{"code":77,"score":78,"supported":50,"title":331,"abstract":332,"tags":333},[],[81],[],{"code":284,"score":103,"supported":14,"title":335,"abstract":336,"tags":337},[],[],[263,313],[339,340],"绥粳18 聂守军 水稻品种","黑龙江 秋收 良种 益农玉7号","绥粳18聂守军水稻品种-3093","2026-09-22T00:05:33.142280Z",{"id":344,"title":345,"url":346,"summary":347,"summary_zh":348,"content":8,"source_name":349,"source_url":346,"published_at":350,"category":351,"cover_url":8,"hotness":13,"is_selected":14,"score":352,"score_detail":353,"sources":355,"tags":357,"primary_topic":360,"secondary_topics":361,"classification":367,"search_phrases":399,"slug":402,"view_count":403,"doi":404,"paper":405,"created_at":420},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":257,"substance":307,"depth":257,"authority":49,"freshness":19,"relevant":20,"comment":354},"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。",[356],{"name":349,"url":346},[26,358,27,359,99],"农业人工智能","产量预测",{"code":31,"slug":32,"name":27,"path":33,"parent_code":34},[362],{"code":96,"slug":363,"name":364,"path":365,"parent_code":366},"remote-sensing","遥感与农情监测","\u002Ftopic\u002Fdigital-agriculture\u002Fremote-sensing","I",{"status":43,"locked":14,"version":44,"method":45,"evidence":368},{"candidates":369,"agricultural_evidence":50},[370,374,379,384,390,394],{"code":31,"score":18,"supported":50,"title":371,"abstract":372,"tags":373},[32],[27,32],[27],{"code":96,"score":19,"supported":50,"title":375,"abstract":376,"tags":378},[],[99,377],"remote sensing",[359,99],{"code":77,"score":63,"supported":50,"title":380,"abstract":381,"tags":383},[],[81,382],"food security",[],{"code":385,"score":78,"supported":50,"title":386,"abstract":387,"tags":389},"J1",[],[388],"农业规划",[],{"code":102,"score":20,"supported":14,"title":391,"abstract":392,"tags":393},[],[],[26],{"code":395,"score":20,"supported":14,"title":396,"abstract":397,"tags":398},"I2",[],[],[358],[400,401],"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",0,"10.3390\u002Feng7100572",{"doi":404,"openalex_id":406,"authors":407,"venue":349,"cited_by_count":403,"oa_url":346,"card":413,"direction":417,"ingested_from":419},"W7222942064",[408,410],{"name":409,"orcid":8},"Nayana Venkatesh",{"name":411,"orcid":412},"Evangelin Geetha Devaraj","https:\u002F\u002Forcid.org\u002F0000-0002-7253-4314",{"tldr":414,"method":415,"finding":416,"direction":417,"opportunity":418},"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":422,"title":423,"url":424,"summary":425,"summary_zh":426,"content":8,"source_name":427,"source_url":424,"published_at":428,"category":351,"cover_url":8,"hotness":13,"is_selected":14,"score":429,"score_detail":430,"sources":432,"tags":434,"primary_topic":437,"secondary_topics":438,"classification":439,"search_phrases":479,"slug":482,"view_count":403,"doi":483,"paper":484,"created_at":498},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":257,"substance":307,"depth":257,"authority":258,"freshness":154,"relevant":20,"comment":431},"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。",[433],{"name":427,"url":424},[26,358,27,435,436],"数字孪生","病虫害预警",{"code":31,"slug":32,"name":27,"path":33,"parent_code":34},[],{"status":43,"locked":14,"version":44,"method":45,"evidence":440},{"candidates":441,"agricultural_evidence":50},[442,450,455,462,467,474],{"code":102,"score":443,"supported":50,"title":444,"abstract":446,"tags":449},19,[445],"digital twin",[447,435,448,445],"精准农业","precision agriculture",[435,26],{"code":31,"score":257,"supported":50,"title":451,"abstract":453,"tags":454},[452],"paddy",[27,52,32,452],[27],{"code":456,"score":63,"supported":50,"title":457,"abstract":458,"tags":461},"F4",[],[459,460],"农药","pesticide",[],{"code":90,"score":63,"supported":50,"title":463,"abstract":464,"tags":466},[],[93,465],"irrigation",[],{"code":468,"score":63,"supported":50,"title":469,"abstract":470,"tags":473},"I5",[],[471,472],"物联网","IoT",[],{"code":395,"score":71,"supported":50,"title":475,"abstract":476,"tags":478},[],[477],"decision support",[358],[480,481],"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":483,"openalex_id":485,"authors":486,"venue":427,"cited_by_count":403,"oa_url":8,"card":491,"direction":497,"ingested_from":419},"W7222969403",[487,489],{"name":488,"orcid":8},"Jyoti Rani",{"name":490,"orcid":8},"Dr.  Narendra S.  Jadhav",{"tldr":492,"method":493,"finding":494,"direction":495,"opportunity":496},"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"]