[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-320":3,"related-320":94},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":8,"published_at":10,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":15,"sources":23,"tags":25,"primary_topic":8,"secondary_topics":32,"classification":33,"search_phrases":89,"slug":92,"view_count":49,"doi":8,"paper":8,"created_at":93},320,"以智破界 向丰而行——江苏海安走出县域农业现代化智能升级之路","https:\u002F\u002Fszb.farmer.com.cn\u002Fnmrb\u002Fhtml\u002F2026\u002F20260806\u002F20260806_2\u002Fnmrb_20260806_13370_2_2085117255205621782.html","农民日报8月6日报道,江苏海安以《智慧农业发展三年行动计划》为蓝图,明确到2028年全市农业生产信息化率提升至65%,打造千亩级无人农场,建成18个区域性综合农事服务中心。在城东镇季和家庭农场,\"90后\"新农人刘林用一部手机就能管理千亩农田:多光谱无人机巡田、后台算法解析苗情墒情、北斗导航植保无人机精准执行。\"海安-略阳\"东西部数字协作入选国家数字乡村试点,数字渔业、数字畜牧业等国家级创新应用基地持续释放新动能,康德蛋业、天成蛋业2025年获欧盟市场准入资质,实现海安蛋类制品对欧出口零的突破。",null,"农民日报 2026-08-06 综合新闻 2版","2026-08-06T00:00:00Z","报道",10,false,78,{"impact":16,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},22,20,16,13,7,1,"县域智慧农业典型报道，含具体目标与案例，数据详实，但影响层级为省级以下。",[24],{"name":9,"url":6},[26,27,28,29,30,31],"数字乡村","智慧农业","无人农场","农民日报","江苏海安","县域农业现代化",[],{"status":34,"locked":13,"version":35,"method":36,"evidence":37},"needs_review","2026-10-22.2","rules",{"candidates":38,"agricultural_evidence":42,"reason":88},[39,47,53,58,63,70,76,82],{"code":40,"score":41,"supported":42,"title":43,"abstract":45,"tags":46},"J2",8,true,[44],"农业现代化",[],[],{"code":48,"score":49,"supported":42,"title":50,"abstract":51,"tags":52},"F6",4,[],[28],[28],{"code":54,"score":49,"supported":42,"title":55,"abstract":56,"tags":57},"I1",[],[27],[27],{"code":59,"score":49,"supported":42,"title":60,"abstract":61,"tags":62},"I6",[],[26],[26],{"code":64,"score":65,"supported":42,"title":66,"abstract":67,"tags":69},"C",3,[],[68],"畜牧",[],{"code":71,"score":65,"supported":42,"title":72,"abstract":73,"tags":75},"D",[],[74],"渔业",[],{"code":77,"score":65,"supported":42,"title":78,"abstract":79,"tags":81},"F4",[],[80],"植保",[],{"code":83,"score":65,"supported":42,"title":84,"abstract":85,"tags":87},"G2",[],[86],"家庭农场",[],"多个产业证据相当，需要确认主归属",[90,91],"县域农业现代化 农民日报 数字乡村 无人农场","县域农业现代化 农民日报","县域农业现代化农民日报数字乡村无人农场-320","2026-08-09T23:54:47.060107Z",{"total":95,"page":21,"page_size":95,"items":96},6,[97,149,212,284,326,376],{"id":98,"title":99,"url":100,"summary":101,"summary_zh":8,"content":102,"source_name":103,"source_url":8,"published_at":104,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":105,"score_detail":106,"sources":109,"tags":111,"primary_topic":8,"secondary_topics":114,"classification":115,"search_phrases":143,"slug":146,"view_count":147,"doi":8,"paper":8,"created_at":148},5503,"数字乡村建设从「云上」落到田间 为乡村全面振兴注入数据动能","https:\u002F\u002Fwww.yangtse.com\u002Fnews\u002Fyw\u002F202610\u002Ft20261019_404217.html","报道介绍全国数字乡村建设工作现场推进会成果：我国已实现「县县通千兆、乡乡通5G、村村通宽带」。泰州市姜堰区娄庄镇朱翟村2026年建成1250亩无人智慧农场，无人收割机单日作业可达100亩，人力效率提升5倍、亩均效益提高两成；泰州市海陵区推行基层证明「云开具」，种粮大户线上申请自产自销凭证，收粮企业扫码核验当场结算。","近日，2026年全国数字乡村建设工作现场推进会在陕西吴起召开，会议锚定“数字强农惠农富农”目标，围绕基础设施、富民产业、惠农服务、赋能基层、协同共建五篇文章，为“十五五”数字乡村高质量发展擘画路线图。\n\n在数字技术蓬勃发展的时代浪潮中，乡村振兴已成为实现中华民族伟大复兴的重要战略任务，而数字乡村建设则是推动乡村振兴的关键力量。国家互联网信息办公室、农业农村部近日发布的《中国数字乡村发展报告（2019—2025年）》显示，2019年以来，我国乡村信息基础设施跨越式发展，实现“县县通千兆、乡乡通5G、村村通宽带”，涉农数据资源整合和开发利用水平不断提升，巩固拓展脱贫攻坚成果更加有力，城乡数字鸿沟持续缩小。田埂上的无人农机、手机里的智慧农业应用、村头的特色农产品直播间……目前，数字技术正逐渐改变传统农业的样貌。从陕北高原到苏中平原，数字之光跨越山河，正在广袤田野催生农业农村现代化的澎湃动能。\n\n以数兴产，数字技术成为农民手中“新农具”。产业数字化是数字乡村建设的核心抓手，会议提出要提升乡村产业数字化水平，把数字技术嵌入农业生产全链条。在泰州市姜堰区娄庄镇朱翟村，2026年建成1250亩无人智慧农场，依托北斗、物联网设备，无人收割机可24小时作业，一台机器单日收割可达100亩，管理人员一部手机远程监测土壤、苗情，调度农机作业，人力效率提升5倍，亩均效益提高两成，实现“指尖管理、数据种田”。从人工下地看苗，到数据大屏识情，数字技术打破传统农业的经验局限，数字化工具成为了农民手中的“新农具”，良种、农机、物联网协同发力，在水乡大地培育农业新质生产力。\n\n以数惠民，服务正从“人跑腿”转向“数据跑”。数字乡村的落脚点是为民造福。惠农服务提质，就是用数字化破解群众办事跑腿难题。今年泰州市海陵区推行基层证明“云开具”，种粮大户通过苏服办APP线上申请自产自销证明，几分钟即可拿到带电子印章的凭证，收粮企业扫码核验，粮食结算当场办结，告别来回奔波盖章的旧模式。数字技术一头连着民生服务，一头连着基层治理。从线上办事、远程农技指导，到无人机巡护、隐患智能预警，数字化推动乡村治理从被动处置向主动预判转变，持续提升乡村建设信息化、治理智慧化水平，让农民共享数字红利。\n\n以数赋治，让乡村治理既有“智商”又有“情商”。数据要素是数字乡村建设的核心生产要素，赋能基层治理是数字乡村建设的重要发力点。会议提出要提升乡村治理智慧化水平，激发数字乡村发展内生动力。今年以来，泰州市姜堰区锚定公共数据资产化改革主线，以数据归集夯底座，以确权登记活资产，以机制创新惠民生。统筹归集1700多万条公共数据实现统一管理调度，创新“政策找人”服务体系精准匹配民生保障需求。一系列首创实践打通数据从资源到资产的转化路径，为基层治理提质增效、乡村发展蓄势赋能提供坚实支撑，一张“智治网”兜起乡村“稳稳的幸福”。\n\n数字兴则乡村兴，乡村智则中国智。推进数字乡村高质量发展，既要筑牢数字底座，也要扎根乡土需求，不搞脱离实际的花架子。让数据扎根农田、惠及百姓、赋能治理，全面推动数字乡村建设走深走实，定能进一步激发乡村发展新动能，吹响数字赋能乡村全面振兴的冲锋号，为加快建设农业强国提供坚实支撑。（张乾）","扬子晚报 2026-10-19","2026-10-19T00:00:00Z",75,{"impact":107,"substance":17,"depth":18,"authority":20,"freshness":95,"relevant":21,"comment":108},26,"全国数字乡村推进会与最新发展报告构成政策级信息增量，辅以泰州无人农场、云开具等落地案例，值得进入每日精选。",[110],{"name":103,"url":100},[26,112,27,28,113],"乡村治理","数据要素",[],{"status":34,"locked":13,"version":35,"method":36,"evidence":116},{"candidates":117,"agricultural_evidence":13,"reason":142},[118,122,127,133,138],{"code":59,"score":19,"supported":42,"title":119,"abstract":120,"tags":121},[26],[26],[26,113],{"code":48,"score":49,"supported":42,"title":123,"abstract":124,"tags":126},[],[125],"无人收割机",[28],{"code":128,"score":65,"supported":42,"title":129,"abstract":130,"tags":132},"F5",[],[131],"收割机",[],{"code":134,"score":21,"supported":13,"title":135,"abstract":136,"tags":137},"G5",[],[],[112],{"code":54,"score":21,"supported":13,"title":139,"abstract":140,"tags":141},[],[],[27],"农业相关性需要复核",[144,145],"泰州姜堰 无人智慧农场","乡村治理 数字乡村 数据要素 无人农场","泰州姜堰无人智慧农场-5503",0,"2026-10-22T00:06:58.428900Z",{"id":150,"title":151,"url":152,"summary":153,"summary_zh":8,"content":8,"source_name":154,"source_url":8,"published_at":155,"category":156,"cover_url":8,"hotness":12,"is_selected":13,"score":157,"score_detail":158,"sources":162,"tags":164,"primary_topic":167,"secondary_topics":172,"classification":173,"search_phrases":207,"slug":210,"view_count":147,"doi":8,"paper":8,"created_at":211},4837,"山东出台数字强省建设'十五五'规划 建设特色农业'大脑'支持30个智慧农业应用场景","https:\u002F\u002Fnew.qq.com\u002Frain\u002Fa\u002F20261012A08ZIW00","山东发布数字强省建设'十五五'规划,在农业数智化方面,实施'人工智能+农业'行动,开展农业传感器与专用芯片、模型算法等研发攻关,大力发展智能农机与农业机器人,支持'无人农场'建设。建设特色农业'大脑',省级每年支持建设30个智慧农业应用场景,支持德州、聊城'吨半粮'等引领区数智化建设。建好用好'齐鲁农云''齐鲁农超''好粮有网'等平台,打造农业农村'数字大脑',建设80个数字农业发展县。","腾讯新闻 2026 年 10 月 12 日","2026-10-12T00:00:00Z","政策",77,{"impact":16,"substance":159,"depth":160,"authority":95,"freshness":41,"relevant":21,"comment":161},23,18,"省级数字强省规划含农业数智化具体条款与量化目标，信息增量足，值得进入每日精选。",[163],{"name":154,"url":152},[26,27,28,165,166],"农业人工智能","农业机器人",{"code":48,"slug":168,"name":169,"path":170,"parent_code":171},"agricultural-robots","机器人与无人农场","\u002Ftopic\u002Finputs-equipment\u002Fagricultural-robots","F",[],{"status":174,"locked":13,"version":35,"method":36,"evidence":175},"classified",{"candidates":176,"agricultural_evidence":42},[177,183,187,192,198,203],{"code":54,"score":178,"supported":42,"title":179,"abstract":180,"tags":182},15,[27],[27,181],"数字农业",[27],{"code":48,"score":41,"supported":42,"title":184,"abstract":185,"tags":186},[],[166,28],[166,28],{"code":128,"score":65,"supported":42,"title":188,"abstract":189,"tags":191},[],[190],"农机",[],{"code":193,"score":65,"supported":42,"title":194,"abstract":195,"tags":197},"I5",[],[196],"农业传感",[],{"code":199,"score":21,"supported":13,"title":200,"abstract":201,"tags":202},"I2",[],[],[165],{"code":59,"score":21,"supported":13,"title":204,"abstract":205,"tags":206},[],[],[26],[208,209],"山东 数字强省 十五五规划","齐鲁农云 智慧农业应用场景","山东数字强省十五五规划-4837","2026-10-14T00:04:01.888905Z",{"id":213,"title":214,"url":215,"summary":216,"summary_zh":8,"content":217,"source_name":218,"source_url":8,"published_at":219,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":220,"score_detail":221,"sources":225,"tags":227,"primary_topic":231,"secondary_topics":237,"classification":238,"search_phrases":279,"slug":282,"view_count":65,"doi":8,"paper":8,"created_at":283},3285,"2026年中国农民丰收节全国主场活动落地襄阳——9-23 农历秋分全国主场启幕 鄂北粮仓慧种地转型全面展示","https:\u002F\u002Fhubei.gov.cn\u002Fhbfb\u002Fszsm\u002F202609\u002Ft20260922_6019905.shtml","9月23日第九个中国农民丰收节全国主场活动在湖北襄阳枣阳市环城街道东郊村举办，主题丰收开新局实干促振兴。这是中国农民丰收节设立以来全国主场首次落地鄂北。襄阳粮食播种面积稳定在1190万亩、粮食产量占全省近五分之一，22连丰；累计建成高标准农田657万亩，培育省部级以上农业创新平台104个。襄阳以科技、绿色、质量、品牌四个农业作答：襄州区全省首个无人化试验示范农场1100亩配套智慧农机162台套实现稻油稻麦全程无人化作业；8000多台农机具安装北斗智能驾驶系统；一管四控数字化平台带动亩增产5%以上；水肥一体化滴灌预计全生育期节水30%、节肥20%、亩增产35%以上；2025年东郊村人均可支配收入30123元；枣阳皇桃品牌价值达147亿元。","襄阳市襄州区龙王镇孙庙村，金灿灿的晚稻迎来收割季，农机下田抢收稻谷。从 “汗水农业” 迈向 “智慧农业”，鄂北粮仓襄阳持续稳固百亿斤粮食产能，喜迎第九个中国农民丰收节。（刘曙松 摄）\n\n9月23日，第九个中国农民丰收节全国主场活动将在枣阳启幕。\n\n这场国家级丰收盛典首次落地湖北，为何选址襄阳？\n\n粮食播种面积稳定在1190万亩、全省唯一百亿斤粮食产能大市、实现“二十二连丰”……\n\n这份丰收答卷背后，一场从“汗水农业”向“智慧农业”的深刻转型，正在重新定义鄂北粮仓的成色。\n\n襄阳以数字赋能重塑农业生产方式的探索，正是湖北践行大农业观、大食物观，加快建设现代农业强省的生动缩影。\n\n**智能装备：从“会种地”到“慧种地”**\n\n秋收时节，位于襄州区的全省首个无人化试验示范农场，一台台大马力拖拉机驶过田野，驾驶室却空无一人。\n\n依托北斗监测及自动驾驶系统，这些农机沿着预设轨迹直线行进、精准调头，无需人工操控，便有条不紊完成田间作业。\n\n农场负责人杭世伟介绍，该项目依托汇吉兴农机专业合作社建设，以北斗导航技术为支撑，无人农场面积共1100亩，配套各类智慧农机162台套，成功实现稻油、稻麦“耕种管收”全程无人化作业。\n\n在枣阳市熊集镇连片稻田里，3台联合收割机匀速穿梭作业，收割、脱粒、清选、秸秆粉碎还田一气呵成，田边运粮车同步接力转运，实现粮食收运全程不落地。\n\n“今年种了200多亩优质稻，亩产预计超过1600斤，智能化种地既省心又高产。”种粮大户杜小伟满心欢喜。\n\n9月以来，熊集镇调配200余台加装北斗定位系统的农机设备投入秋收一线，通过规范低留茬、控速度作业标准，全镇机收损失率控制在3%以内。\n\n“装了北斗定位的收割机，调好参数就能精细化收割，大幅减少落粒损耗，一亩地能多收几十斤粮食。”农机手张浩说。\n\n从“会种地”到“慧种地”，一字之变，反映的是襄阳农业机械化、智能化装备体系的全面升级。\n\n目前，襄阳农机总动力达834.99万千瓦，主要农作物机械化作业率达90.07％，两项指标均稳居全省第一。\n\n**精准调控：从“凭经验”到“靠数据”**\n\n9月20日，枣阳市东郊村千亩高标准农田里，连片水稻长势正旺。\n\n稻田上空，植保无人机掠过，十几分钟就完成一亩地的“一喷多促”作业。\n\n“以前，施肥全凭感觉，现在无人机一飞，手机里就有了‘处方’，省事还省肥。”种粮大户张启胜说。\n\n这套“处方”，来自多光谱无人机巡田。\n\n枣阳市农业技术推广中心农艺师郭贵东介绍，智慧农田平台根据多光谱测量结果生成苗情分布图，按照不同长势等级，采取变量作业，实现肥料精准追施、病虫精准防治，效率是人工的50倍。\n\n在位于襄州区的湖北绿神农业科技有限公司稻麦轮作“超吨粮”基地，农田遥感监测平台全天候采集分析作物长势、土壤墒情、病虫害等数据，并提出农田管理意见。有了“数字大脑”，近3000亩农田仅需7个人管理，每亩地增产8%、降本380元。\n\n如今，襄阳已建成高标准农田670.3万亩，占永久基本农田的79.2%。建成后的高标准农田，粮食亩均综合产能普遍提升10%至20%，每亩节本增效200元至500元。\n\n“襄阳把物联网和大数据用到种地上，这不仅是良法，更是现代化农业的标配。”今年7月，全国粮油生产政策宣贯暨夏种夏管生产现场会在襄阳召开，与会代表实地观摩后纷纷点赞。\n\n从“凭经验”到“靠数据”，襄阳用数字技术把每一寸耕地的潜力都“吃干榨净”，让丰收从偶然变成必然。\n\n**全链保障：从“丰收在田”到“丰收在手”**\n\n粮食丰收，不仅看田里的长势，更看能不能稳稳收进仓里。\n\n今夏，襄阳遭遇连阴雨天气，3.6万台农机、4万余名农机手昼夜抢收，479处烘干点、1658台烘干机满负荷运转，全市夏粮总产39.944亿斤，较去年增加260万斤。\n\n烘得干，粮才安。\n\n在位于襄城区的襄阳绿谷农业开发有限公司粮食烘干车间，刚运到的湿稻谷经输送、烘干、清杂、出仓，不到20个小时，水分便控制在国标13.5%以下，损耗从传统晾晒的5%以上降至1%以下。\n\n运营部负责人朱兵说：“随来随卸、随卸随烘，这个秋收季已烘干入库水稻近400吨。”\n\n襄阳积极推广“共享烘干”模式，依托乡镇农事服务中心和大型合作社为小农户提供代烘服务，避免“雨天收粮、霉变损失”的风险。\n\n储得好，价才稳。\n\n在老河口华粮粮食储备有限公司，仓内每处粮堆的温度、湿度、虫害情况在电脑屏幕上实时跳动。\n\n总经理张海涛介绍，仓储管理、轮换出入库等环节已实现全程信息化、智能化。\n\n让每一粒粮食都住进“智慧空调房”，物联网技术正重构襄阳各大粮库的仓储模式。从“靠天晒粮”到“随到随烘”、从“大堆存放”到“智慧储粮”，襄阳以环环相扣的全链保障，把“丰收在田”稳稳变成“丰收在手”。\n\n放眼荆楚田野，这样的蝶变，正为新时代“鱼米之乡”写下生动注脚。\n\n粮食总产连续13年站稳500亿斤台阶，淡水产品产量连续30年稳居全国第一，林下经济经营面积超过2800万亩、综合产值超775亿元……湖北正依托山水林田的丰厚家底，以更大担当端稳端牢“中国饭碗”。（张源）\n\n编辑：汪 丽\n\n责编：李 茜\n\n审核：陈 勇\n\n姚 盼","湖北省人民政府门户网站 2026年09月22日","2026-09-22T01:06:00Z",83,{"impact":107,"substance":17,"depth":222,"authority":223,"freshness":41,"relevant":21,"comment":224},17,12,"国家级丰收节主场首次落地湖北，系统展示襄阳从智能装备、精准调控到全链保障的智慧农业转型，数据与信源扎实，值得进入每日精选。",[226],{"name":218,"url":215},[26,27,28,228,229,230],"北斗导航","高标准农田","粮食安全",{"code":232,"slug":233,"name":234,"path":235,"parent_code":236},"J4","seasonal-agriculture","农时与节庆活动","\u002Ftopic\u002Fpolicy\u002Fseasonal-agriculture","J",[],{"status":174,"locked":13,"version":35,"method":36,"evidence":239},{"candidates":240,"agricultural_evidence":42},[241,247,251,256,262,267,271,275],{"code":232,"score":242,"supported":42,"title":243,"abstract":245,"tags":246},11,[244],"丰收节",[244],[],{"code":128,"score":49,"supported":42,"title":248,"abstract":249,"tags":250},[],[190],[228],{"code":252,"score":49,"supported":42,"title":253,"abstract":254,"tags":255},"H1",[],[229],[229],{"code":257,"score":65,"supported":42,"title":258,"abstract":259,"tags":261},"F3",[],[260],"水肥一体化",[],{"code":263,"score":21,"supported":13,"title":264,"abstract":265,"tags":266},"A8",[],[],[230],{"code":48,"score":21,"supported":13,"title":268,"abstract":269,"tags":270},[],[],[28],{"code":54,"score":21,"supported":13,"title":272,"abstract":273,"tags":274},[],[],[27],{"code":59,"score":21,"supported":13,"title":276,"abstract":277,"tags":278},[],[],[26],[280,281],"襄阳 中国农民丰收节 主场","襄阳 无人农场 北斗","襄阳中国农民丰收节主场-3285","2026-09-24T00:03:56.561075Z",{"id":285,"title":286,"url":287,"summary":288,"summary_zh":8,"content":289,"source_name":290,"source_url":8,"published_at":104,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":291,"score_detail":292,"sources":295,"tags":297,"primary_topic":300,"secondary_topics":305,"classification":306,"search_phrases":321,"slug":324,"view_count":147,"doi":8,"paper":8,"created_at":325},5505,"广西以赛聚智赋能「AI+农业」 桂字号品牌与东盟水果IP赛道决出","https:\u002F\u002Fwww.agri.cn\u002Fzt\u002Fzhzz\u002Ftp\u002F202610\u002Ft20261019_8877223.htm","10月16日2026年广西智慧农业（数字乡村）创新大赛「桂字号」农业品牌推广赛道、中国（广西）—东盟水果贸易第一IP打造赛道决赛举行，55个项目同台竞技。自治区农业农村厅提出广西正按「北上广研发+广西集成+东盟应用」路径打造中国（广西）—东盟智慧农业先行区，去年一批项目已入选广西人工智能赋能千行百业拟补贴名单。","自治区农业农村厅党组成员、副厅长欧毅霞表示，本次大赛是落实中央一号文件关于因地制宜发展农业新质生产力、大力发展智慧农业部署的具体行动，也是推动人工智能与农业深度融合的重要举措。今年大赛聚焦“桂字号”农业品牌推广和中国（广西）—东盟水果贸易第一IP打造这两个赛道，主要基于三点考虑：一是广西农业资源丰富，“桂字号”品牌基础扎实，但数字化运营和品牌传播仍是短板，需要以赛聚智、以赛促创，借助数字化手段让好产品卖出好价钱；二是广西面向东盟的区位优势得天独厚，水果贸易体量大、潜力足，亟需打造具有国际影响力的第一IP，以数字技术赋能贸易全链条，提升通关、溯源、营销等环节效率；三是这两个赛道切口小、场景实、应用性强，能够有效打通“技术—产业—市场”闭环，推动创新链与产业链精准对接，让更多“金种子”项目在八桂大地上落地生根、开花结果。\n\n欧毅霞提出三点希望：专业组勇当产业升级“领跑者”，形成可复制、可推广的解决方案；学生组争做乡村振兴“生力军”，把创新火花带回课堂、实验室和田间地头；各方共筑智慧农业“生态圈”，推动技术、资本、人才、政策等要素集聚。\n\n广西农业职业技术大学党委书记韦波在致辞中表示，作为承办方，学校将联合广西数字乡村研究院，在赛道组委会统一领导下做好组织、服务与保障，推动赛事成果与教育教学、产业需求有效对接，发挥面向东盟农业职业教育合作优势，为“桂字号”出海、中国—东盟水果贸易双向流通搭建桥梁。\n\n据介绍，广西正按照“北上广研发+广西集成+东盟应用”路径，打造中国（广西）—东盟智慧农业先行区。智慧农业创新大赛不仅是竞技舞台，更是创新成果转化、产业赋能的重要平台。去年，广西首次举办智慧农业创新大赛并取得丰硕成果，一批新技术、新理念、新模式脱颖而出，逐步被大家看见、被市场认可；如捷佳润科技跨境农业智能决策系统、北部湾产权交易所集团AI赋能广西桑蚕茧丝绸全产业链项目入选广西人工智能赋能千行百业拟补贴项目名单；荣获“最佳潜力奖”的“桂鸟先飞—滴滴打药平台”获得地方政府投资扩容实现了升级蝶变。\n\n以赛为媒，向新而行。随着多个项目在决赛中展开比拼，一批聚焦品牌数字化运营、跨境贸易、品控溯源和IP打造的创新项目将在八桂大地加速落地。未来，广西将持续以大赛为纽带，推动技术、资本、人才、政策等要素向智慧农业集聚，促进创新链、产业链、资金链、人才链深度融合，让更多“金种子”项目生根发芽、茁壮成长，为“桂字号”香飘东盟、中国—东盟水果贸易双向流通注入新动能，助力中国（广西）—东盟智慧农业先行区建设迈上新台阶。","中国农业农村信息网 2026-10-19",66,{"impact":160,"substance":18,"depth":293,"authority":223,"freshness":95,"relevant":21,"comment":294},14,"省级智慧农业赛事报道，聚焦AI赋能品牌与东盟水果贸易，有具体路径与落地案例，但属活动通稿，时效稍滞后。",[296],{"name":290,"url":287},[26,27,165,298,299],"桂字号","东盟水果贸易",{"code":59,"slug":301,"name":302,"path":303,"parent_code":304},"digital-village","数字乡村与数据要素","\u002Ftopic\u002Fdigital-agriculture\u002Fdigital-village","I",[],{"status":174,"locked":13,"version":35,"method":36,"evidence":307},{"candidates":308,"agricultural_evidence":42},[309,313,317],{"code":54,"score":49,"supported":42,"title":310,"abstract":311,"tags":312},[],[27],[27],{"code":59,"score":49,"supported":42,"title":314,"abstract":315,"tags":316},[],[26],[26],{"code":199,"score":21,"supported":13,"title":318,"abstract":319,"tags":320},[],[],[165],[322,323],"广西 智慧农业创新大赛","桂字号 东盟水果 IP","广西智慧农业创新大赛-5505","2026-10-22T00:06:58.572242Z",{"id":327,"title":328,"url":329,"summary":330,"summary_zh":8,"content":331,"source_name":332,"source_url":8,"published_at":104,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":105,"score_detail":333,"sources":335,"tags":337,"primary_topic":340,"secondary_topics":345,"classification":346,"search_phrases":371,"slug":374,"view_count":147,"doi":8,"paper":8,"created_at":375},5412,"数据赋能决策：农业普查成果运用的价值与路径","https:\u002F\u002Fwww.farmer.com.cn\u002F2026\u002F10\u002F19\u002F991031216.html","文章针对第四次全国农业普查启动后的成果转化提出系统路径，指出当前普查数据「采集充分、运用不足」的问题，主张推动普查数据从「记录历史」转向「服务决策」。作者提出利用四普与三普的十年对比周期，从总量判断走向结构判断，重点关注规模经营户占比、社会化服务渗透率、智慧农业与数字农业等新质生产力指标的分布走向，以及产业链完整度四个结构变量。文中还建议建立分层分级分析产品体系、搭建比对分析智能平台，把信息化手段作为普查成果转化为治理效能的支撑。","一看“谁在种地”的结构之变，为经营方式转型找准方向。2016年“三农”普查中，规模经营户仅占农业经营户的1.9%。十年过去，这个比例的变化方向比变化幅度更重要。从本地区数据中可以分析规模经营户占比的变化趋势、运营质效，以及家庭农场和合作社的实际运营率，进而判断未来五年政策着力点究竟是继续培育规模主体，还是转向服务带动小农户。\n\n二看“怎么种地”的方式之变，为财政投入找准着力点。机械化率提升是好事，但更值得关注的是实现方式——是“户户购机”还是“共享服务”。把机械化率与社会化服务渗透率放在一起比对可以判断：如果机械化率的提升主要靠“户户购机”，说明社会化服务体系尚未有效覆盖，财政投入应优先支持服务体系建设；如果社会化服务渗透率同步提升，说明“共享服务”路径正在成型，财政投入可以转向服务环节补贴。\n\n三看“新质生产力”的分布之变，为技术推广找准路径。智慧农业、数字农业等新质生产力指标是四普关注的新领域。分析这些指标时，重点不在总量的多少，而在分布的走向——新技术到底在谁手里、用在什么地方、是扩散还是集中。如果集中在少数示范园区，说明技术推广还停留在“盆景”阶段，下一步决策重点应当是研究推广的堵点在哪里、如何降低使用门槛；如果已经扩散到普通经营户，说明推广路径有效，决策重点可以转向扩大覆盖面。信息化手段在农业领域的渗透深度，可以通过这种分布分析得到准确判断。\n\n四看“链条完整度”的结构之变，为产业升级找准突破口。四普数据虽然不直接统计产业链，但通过经营主体结构、加工能力分布、社会化服务覆盖等指标，可以间接判断一个地区农业产业链的薄弱环节在哪里。从本地区数据中可以分析：初级农产品生产与加工能力是否匹配，产后商品化处理设施是否跟得上，仓储冷链物流覆盖是否到位，产销衔接是否顺畅。链条思维的核心，是从“生产导向”转向“全链条导向”，找准断点、堵点、薄弱点，精准补链、延链、强链，不只看种了多少、养了多少，更要看加工转化了多少、品牌溢价了多少、流通增值了多少。","农民日报 2026-10-19",{"impact":16,"substance":160,"depth":18,"authority":19,"freshness":95,"relevant":21,"comment":334},"央媒对农业普查数据赋能决策的方法论梳理，有分析框架但无新数据发布，时效稍弱，适合主题聚合而非头条精选。",[336],{"name":332,"url":329},[26,27,113,338,339],"规模经营","农业普查",{"code":341,"slug":342,"name":343,"path":344,"parent_code":8},"G","rural-services","农业服务与乡村发展","\u002Ftopic\u002Frural-services",[],{"status":347,"locked":13,"version":35,"method":36,"evidence":348},"partial",{"candidates":349,"agricultural_evidence":42,"reason":370},[350,354,360,365],{"code":54,"score":20,"supported":42,"title":351,"abstract":352,"tags":353},[],[27,181],[27],{"code":355,"score":65,"supported":42,"title":356,"abstract":357,"tags":359},"G1",[],[358],"成果转化",[],{"code":83,"score":65,"supported":42,"title":361,"abstract":362,"tags":364},[],[363],"社会化服务",[],{"code":59,"score":366,"supported":13,"title":367,"abstract":368,"tags":369},2,[],[],[26,113],"一级领域明确，二级方向需要细分",[372,373],"农业普查 数据运用","农民日报 农业普查","农业普查数据运用-5412","2026-10-21T00:09:54.262158Z",{"id":377,"title":378,"url":379,"summary":380,"summary_zh":8,"content":8,"source_name":381,"source_url":8,"published_at":382,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":383,"score_detail":384,"sources":386,"tags":388,"primary_topic":391,"secondary_topics":392,"classification":393,"search_phrases":418,"slug":421,"view_count":147,"doi":8,"paper":8,"created_at":422},5334,"让 AI 赋能民族乡高质量发展:从经验农业到数据农业的关键一跃","https:\u002F\u002Fbig5.china.com.cn\u002Fgate\u002Fbig5\u002Fszjj.china.com.cn\u002F2026-10\u002F14\u002Fcontent_43497785.html","评论指出 AI 应成为民族乡田野上的新农具。贵州雷山用 AI 导游+云端茶园盘活苗岭资源,广西崇左以 AI 重构甘蔗糖业链条;民族乡多语言、多习俗、山寨分散,治理成本高,数字乡村高质量发展行动计划(2026—2030 年)明确提出远程医疗、智慧政务、数字健康向边远地区倾斜。同时强调要防止技术悬浮(设备闲置、群众不会用)和文化失语(算法把民族故事包装成流量模板)。AI 须懂方言、界面要适老、数据权属要清晰,非遗内容要人工复核。","中国网 2026-10-14","2026-10-14T00:00:00Z",64,{"impact":160,"substance":18,"depth":178,"authority":223,"freshness":65,"relevant":21,"comment":385},"央媒评论结合贵州雷山、广西崇左案例与数字乡村行动计划，观点有实质，但属评论性报道且已发布近一周，时效偏弱，可作主题聚合而非每日精选。",[387],{"name":381,"url":379},[26,27,165,389,390],"数字治理","民族地区",{"code":59,"slug":301,"name":302,"path":303,"parent_code":304},[],{"status":174,"locked":13,"version":35,"method":36,"evidence":394},{"candidates":395,"agricultural_evidence":42},[396,400,406,410,414],{"code":59,"score":49,"supported":42,"title":397,"abstract":398,"tags":399},[],[26],[26],{"code":401,"score":65,"supported":42,"title":402,"abstract":403,"tags":405},"A6",[],[404],"甘蔗",[],{"code":134,"score":21,"supported":13,"title":407,"abstract":408,"tags":409},[],[],[389],{"code":54,"score":21,"supported":13,"title":411,"abstract":412,"tags":413},[],[],[27],{"code":199,"score":21,"supported":13,"title":415,"abstract":416,"tags":417},[],[],[165],[419,420],"雷山 云端茶园 AI导游","崇左 甘蔗糖业 AI","雷山云端茶园AI导游-5334","2026-10-20T02:47:36.879141Z"]