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个智慧农业应用场景。建好用好齐鲁农云、齐鲁农超、好粮有网等农业数字赋能平台,建设全省农业农村用地一张图,拓展鲁农码应用,实现涉农业务一码通行。加快青岛打造海洋数据资源聚集中心。","**山东省人民政府**\n\n**关于印发《山东省数字强省建设**\n\n**“十五五”规划》的通知**\n\n鲁政发〔2026〕12号\n\n各市人民政府，各县（市、区）人民政府，省政府各部门、各直属机构，各大企业，各高等院校：\n\n现将《山东省数字强省建设“十五五”规划》印发给你们，请认真贯彻落实。\n\n山东省人民政府\n\n2026年10月9日\n\n（此件公开发布）\n\n**山东省数字强省建设“十五五”规划**\n\n为贯彻落实党中央、国务院关于数字中国建设的决策部署，深入推进数字强省建设，根据《山东省国民经济和社会发展第十五个五年规划纲要》，制定本规划。\n\n**一、总体要求**\n\n坚持以习近平新时代中国特色社会主义思想为指导，深入贯彻党的二十大和二十届历次全会精神，认真落实四中全会部署，全面贯彻习近平总书记视察山东重要讲话和重要指示批示精神，完整准确全面贯彻新发展理念，锚定“走在前、挑大梁”，坚持以人为本、改革创新、系统观念、安全可控，以数智化赋能高质量发展为主题，以促进实体经济和数字经济深度融合为主线，以“数据要素×”和“人工智能+”为抓手，以数字产业化、产业数字化、数据价值化、治理服务数字化为重点，系统推进经济社会各领域数智化发展，培育发展新质生产力，全面打造科技强、产业强、治理强、基建强、生态强的数字强省，为奋力谱写中国式现代化山东篇章提供强劲动能。\n\n到2030年，数字强省建设水平全面提升，生产方式、生活方式和治理方式数字化变革加速演进，数字化发展质效、服务成效、治理实效大幅提高，数字强省向数智强省全面跃升。数据价值释放取得新突破，国家数据要素综合试验区建设取得积极进展，机制顺畅、合规高效、竞争有序、创新活跃的数据市场体系基本形成。数字经济发展构筑新优势，数智技术创新成果加速涌现，人工智能产业蓬勃发展，打造数字经济发展引领区，实体经济和数字经济融合效能加速释放。数字政府效能实现新跨越，数字政府建设一体化综合改革持续深化，基本建成统筹集约、高效协同、整体智治、数据赋能的数字政府。数字社会建设达到新高度，城乡区域数智化发展进程加快，数字化公共服务和社会治理体系更加完善，数字生活全面普及。数字基础设施迈上新台阶，高速泛在、智能敏捷、互联互通、普惠便民的数字基础设施体系更加完善。到2035年，数字强省建设效能全面释放，经济社会各领域数智化发展取得显著成效，有力支撑新时代社会主义现代化强省建设。\n\n**二、强化数据驱动，充分释放要素价值**\n\n（一）加强数据高质量供给\n\n1.加强数据资源管理。开展全省数据资源调查，完善一体化数据资源体系。迭代升级省一体化大数据平台，建立动态更新的公共数据资源目录，构建全省公共数据资源“一本账”。深入开展公共数据汇聚行动，推进公共数据资源登记工作，做到应汇尽汇、应登尽登。支持企业建立覆盖研发、生产、销售、服务、管理等各环节的数据资源体系。\n\n2.加强数据质量管理。强化公共数据源头协同治理，落实“一数一源一标准”，高质量建设“一人一档”、“一企一档”。支持企业开展数据管理相关国家标准贯标，强化企业数据治理和质量管理能力建设。实施行业高质量数据集建设专项行动，聚焦重点行业领域人工智能发展应用，打造一批通识、行业通识、行业专识数据集和多层次知识语料库。\n\n（二）促进数据高效率流通\n\n1.畅通数据流通渠道。健全公共数据共享机制，推动公共数据充分共享、按需回流。完善公共数据开放需求受理反馈机制，拓展公共数据开放范围。完善全省规范统一、省市一体推进、多方主体参与的公共数据资源授权运营体系，健全公共数据资源授权运营价格形成、收益分配机制，推出一批公共数据资源授权运营产品和服务。支持企业通过授权许可、合作开发、托管运营等方式开展数据流通利用，推动企业数据分类分级授权使用，引导行业龙头企业、互联网平台企业与中小微企业双向公平授权。\n\n2.健全数据流通体系。实施数据流通服务机构能力提升工程，支持数据交易所（中心）和海洋、文化、医疗健康、交通运输、商贸物流等行业数据流通服务平台发展，支持数据商加大数据产品和服务开发力度，拓展数据换数据、换订单、换服务、换模型、换场景等数据流通方式。推动省内与省外数据交易所（中心）互认互通。培育数据经纪、合规认证、资产评估、安全审计等第三方专业服务机构。建立便利化数据跨境流动管理机制，支持烟台等市开展数据合规跨境试点，促进和规范数据跨境流动。\n\n（三）深化数据高价值应用\n\n1.推动数据跨主体跨领域融合利用。落实公共数据资源开发利用责任制，促进公共数据和企业数据融合开发利用，打造一批标志性公共数据“跑起来”示范场景。分类推进企业数据资源开发利用，赋能企业降本增效和产业转型升级。实施数据创新应用场景培育和开放行动，动态发布场景清单，推出一批可复制推广的数据创新应用成果。深入开展“数据要素×”行动，举办“数据要素×”大赛山东分赛等活动，支持企业加强多元数据融合应用，促进产业链上下游协同、跨行业跨领域协同。\n\n2.探索开展数据资产管理应用。加强数据资产全过程管理，有序推动行政事业单位、企业依法对数据资源进行相关会计处理，稳妥做好数据资产确认、计量和信息披露等工作。探索完善数据资产评估机制和管理制度，创新作价出资、融资担保、证券化等数据资产开发利用模式。\n\n**三、强化智能引领，培育壮大数字产业**\n\n（一）加强数智技术创新\n\n1.加强数智关键技术攻关。深入实施人工智能科技创新行动，加大多模态智能、生成式智能、类脑智能、具身智能、群体智能等研发支持力度。强化数据科技、量子信息等前沿技术基础研究，推动集成电路、工业软件等领域实现技术创新突破。\n\n2.加强数智科创载体建设。推进人工智能创新平台体系化建设，围绕数据、高端软件、未来网络等领域，布局建设重点实验室、技术创新中心、制造业创新中心、新兴产业创新中心等创新平台。鼓励引导有条件的企业牵头打造创新联合体，引领带动产业链协同创新。\n\n3.加强数智科创成果转化。部署建设一批面向人工智能和数据领域的概念验证、中试基地、检验检测等平台，打通数智技术攻关、产品研发、验证测试、场景应用全流程，加速成果转化应用。\n\n（二）建设人工智能产业发展高地\n\n1.壮大数据产业。坚持培育一批、拓展一批、招引一批，支持数据企业梯次发展。开展数据产业培育行动，布局建设30个左右数据产业集群，培育10个左右科技水平高、资源集聚强的数据标注基地（产业园），打造一批数据赋能工场。支持济南、青岛等市推进数据产业集聚区建设试点，积极开展数据标注先行先试工作。支持国家健康医疗大数据中心（北方）发展。\n\n2.做强大模型产业。实施大模型产业“百品百企”培育行动，支持建设开源开放大模型平台和创新生态社区，构建“基础级—行业级—场景级”大模型产业体系。实施“百企扬帆”工程，引育一批大模型骨干企业、专精特新模型服务商，建设一批大模型产业集聚和赋能应用特色园区。开展“模数共振”行动，形成“数据—模型—场景应用”良性互促的循环。\n\n3.升级智算产业。坚持需求牵引、适度超前，实施“智算引领”培育行动，稳步提高智能算力规模，打造一批智算资源池。针对细分行业场景，推出一批定制化、轻量级智算产品和即买即用服务，为人工智能模型研发、训练、应用提供质优价廉的个性化智算支撑。深化国家智算云服务试点。\n\n4.培育智能体产业。开展人工智能终端创新发展行动，壮大软件智能和具身智能产业。积极稳妥推动智能体规模化应用，构建市场牵引、内驱发展的智能体产业生态。坚持软硬协同，加强人形机器人、仿生机器人等具身智能产品供给，丰富具身智能在工业制造、城市治理、应急救援、医疗康养等方面的应用场景。\n\n5.拓展智能应用场景。深入实施“人工智能+”行动，推动人工智能与经济社会各行业各领域广泛深度融合。建强用好中国算谷·人工智能公共服务平台。推动智能家居、智能网联新能源汽车、智能穿戴设备、服务机器人等普及应用。支持人工智能生成内容（AIGC）产业发展。探索构建以词元（Token）为基础的价值体系。加大算力、数据、模型、场景等开放支持力度，培育人工智能一人公司（OPC）等智能经济新业态新模式。\n\n（三）壮大数字经济核心产业\n\n1.推动优势产业提档升级。推进集成电路全产业链协同发展，加快先进计算关键器件、协同智算装备等迭代升级，推动新型显示、虚拟现实等关键技术创新及规模化应用。培育一批鲁版基础软件、工业软件，支持济南、青岛发挥中国软件名城作用，不断提高创新策源能力。健全数字经济企业分类培育激励机制，支持数字经济创新型企业发展，引育一批全国电子信息百强、软件百强和互联网百强企业。实施“算力券”、“模型券”、“语料券”、“创新券”奖补政策，降低企业治数用数成本。深化省级数字经济创新发展试验区建设，完善数字经济高质量发展项目库，梯次布局建设一批数字产业集群，力争培育形成3个千亿级支柱型数字产业集群，20个百亿级特色型数字产业集群。\n\n2.促进平台经济健康发展。实施平台经济“千百十”培育工程，大力发展工业互联网、网络货运、大宗商品交易、生活性服务等平台经济，打造具有山东特色的平台经济体系。系统推进平台经济大中小企业创新协同、生态协同、开放协同，提高平台服务能级和产业带动效益。\n\n3.培育数智领域前沿产业。加快打造新一代信息技术、智能网联新能源汽车、低空经济等新兴产业，培育壮大第六代移动通信（6G）、量子科技、脑机接口等未来产业。支持济南、青岛、烟台等市发展未来产业，培育一批数智领域孵化器和加速园。\n\n**四、强化实数融合，推动产业焕新升级**\n\n（一）加速工业数智化转型\n\n1.深化产业智改数转。实施制造业数字化转型行动，滚动实施工业企业数字化技改项目，稳步推动制造业重点行业企业工业控制系统更新换代，加快实现规模以上工业企业数字化改造全覆盖。实施“人工智能+制造”专项行动，聚焦标志性产业链，坚持“一业一策”，场景化、图谱化推进制造业数智化转型。开展工业数据筑基行动。梯度培育智能工厂，建设高标准数字园区。\n\n2.完善数智赋能服务。实施工业互联网创新发展工程，培育专业型、行业型、协作型工业互联网平台，构建多层次、系统化工业互联网平台体系，支撑全产业链数据互通、模型共享、协同转型。深化中小企业数智化赋能行动，高标准运营国家级中小企业数字化转型促进中心，培育一批优质制造业数智化转型服务商，推出一批面向场景的通用数智工具产品和解决方案。\n\n（二）加速农业数智化转型\n\n1.提升农业全链条数智化水平。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、农业机器人等智能装备，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。\n\n2.提高智慧农业公共服务能力。建好用好“齐鲁农云”、“齐鲁农超”、“好粮有网”等农业数字赋能平台，打造覆盖全省、上下贯通、业务协同的农业农村“数字大脑”。建设全省农业农村用地“一张图”，拓展“鲁农码”应用，实现涉农业务“一码通行”。开展农业领域县域实数融合促进行动，建设80个数字农业发展县。\n\n（三）加速服务业数智化转型\n\n1.推动数字金融发展。完善数字金融治理体系，用好“鲁金安”平台，深入实施“人工智能+金融”行动，提高地方中小金融机构数智化内控风控能力和金融服务质效。深入开展数字金融惠企行动，促进金融数据与公共数据共享应用。拓展数字人民币应用场景。\n\n2.打造智慧物流体系。推动物流基础设施智能化改造，加快发展数智供应链。完善数字化物流配送体系，布局建设智慧物流园区、智慧仓库，支持有条件的市有序发展无人机支线运输和末端配送业务。\n\n3.着力发展数字贸易。发展软件、数字供应链等生产性数字贸易，开展数字影视、网络文学、动漫游戏等数字文化贸易，壮大数字产品、数字服务、数字技术、数字订购贸易规模。梯度培育数字贸易企业，争创国家数字贸易示范区。\n\n（四）加速海洋产业数智化转型。加强“数字海洋”建设，深化海洋产业数智化赋能应用，布局建设智慧养殖、智慧深远海勘探、智慧海洋旅游等应用场景。推动“人工智能+海洋”，构建海洋算力中心，加速推进“问海”大模型研发，建设海洋人工智能大模型产业集聚区。发展智能传感器、智能浮标潜标等海洋智能装备，推动数智赋能海洋化工、海洋生物医药等产业提质增效。加快港口、航运数智化转型，打造智慧海洋港口群。支持青岛打造海洋数据资源聚集中心、数据流通交易中心、数据应用创新中心。\n\n**五、强化整体智治，提升治理服务效能**\n\n（一）提高数字政府建设效能\n\n1.提升政务服务效能。深入推进“高效办成一件事”，迭代升级“爱山东”政务服务平台，全面支撑政务服务事项“一网通办”。深化“无证明之省”建设，全面推广应用“鲁通码”，以“鲁政服”为牵引，打造“鲁惠通”、“鲁投资”、“鲁企帮”、“鲁力办”、“鲁执法”、“鲁复议”等“鲁”系列便民利企服务品牌。构建营商环境“无感监测”体系。\n\n2.提升机关运行效能。深入开展数字机关建设，做强做优“山东通”协同办公平台，推动机关内部“一件事”掌上办、智能办。深化“齐鲁智脑”建设，提升经济社会运行监测、趋势研判、风险防控水平。推广应用“一表通”系统，实现基层报表数据一次填报、动态更新、多方共用。\n\n3.提升基础支撑效能。建设全省一体化数智平台体系，强化政务“一张网”、“一朵云”支撑，规范视频感知等公共资源管理，集约建设政务大模型服务管理平台，构建“多跨业务中台”支撑体系，提升数字资源共建共享共用水平。深化职责、事项、系统、数据“四项清单”关联管理，坚持“省市主建、县镇主用”，统筹集约建设政务信息化项目。\n\n（二）拓展数字社会发展空间\n\n1.提高城乡发展数智化水平。开展智慧城市建设突破行动，深入推进城市全域数字化转型，加快城市数字更新和新型产城融合，推进数字孪生城市建设。实施城市智慧高效治理提升行动，推进“城市大脑”提级扩能，构建全向赋能的城市运行智能中枢，推进“高效处置一件事”场景应用。实施数字乡村高质量发展行动，深化数字乡村试点建设，推进涉农高频服务事项“门口办”、“掌上办”。\n\n2.提高公共服务普惠化水平。实施人工智能赋能教育行动计划，推进人工智能全学段教育，深化智慧校园建设。加强数字人社建设，推进社会保障卡居民服务一卡通应用，建设数智就业服务区。推动“人工智能+医疗健康”，全面推进医疗机构检查检验结果互通互认，加快实现基层诊疗智能辅助应用全覆盖。加强医疗、医保、医药数据共享应用。加强省级智慧养老综合服务平台建设，创新智慧养老服务模式，推动养老服务数智化发展。推进公共体育设施智能化升级。\n\n3.提高社会治理精细化水平。实施社会治理数智赋能行动，推动“人工智能+社会治理服务”应用场景建设。深化智慧公安建设，实施“人工智能+公共安全”专项行动。推进数字法治建设，建好用好政法工作数字化平台，推动“人工智能+行政复议”创新应用。推进数字住建建设，全面建设智慧工地，打造安全舒适绿色智慧的“好房子”。推进数智应急建设，开展“人工智能+应急管理”创新应用行动，提升安全风险态势感知和灾害事故应急处置能力。构建互联互通、资源共享、智能协调的智慧广电监管体系。加快国防动员数字化建设。\n\n4.提高数字生活便捷化水平。深化智慧社区提升工程，推动智慧物业建设，拓展数字家庭、智慧出行、智慧商圈等数字服务场景，构建数智便民服务圈。实施数字消费提升行动，创新和丰富数字消费场景，拓展数字消费增量空间。实施全民数字素养与技能提升行动，提高数字生活品质。\n\n（三）促进数字文化繁荣发展\n\n1.完善数字文化资源体系。实施文化遗产数字化保护工程，建设齐鲁文献数字化文库。实施“齐鲁文化基因解码利用工程”，让文物、文化遗产、古籍等“活”起来。\n\n2.强化数字公共文化服务。加快博物馆、美术馆、艺术馆等文化基础设施数智化升级，提升公共文化云服务效能，加强省、市、县一体化公共文化数字智能开放服务。建好用好齐鲁文化大模型，塑造公共文化数字化品牌。\n\n3.打造智慧文化旅游产业。用好“好客山东 云游齐鲁”智慧文旅平台，创新云展览、云设计、游戏动漫、数字演艺等新模式。实施网络视听新业态孵化工程，大力发展数字内容、媒体融合、虚拟技术等新业态。深化智慧景区建设。\n\n（四）深化数字生态文明建设\n\n1.数字赋能国土空间治理。加快全省自然资源管理和国土空间规划“一张图”建设应用，提升“天空地海网”空间综合感知能力，实现国土空间全要素监测、全过程监管。迭代升级地理信息公共服务平台、北斗“一张网”，更新发布实景三维山东，构建统一时空数字底座。\n\n2.数字赋能生态环境改善。建设“1+3+N”美丽山东数字化治理综合平台，打造省、市、县三级生态环境全域感知、精准监管、高效协同的数字化治理体系。\n\n3.数字赋能产业绿色转型。推动数据中心、通信基站等开展节能降碳改造、用能设备更新。推动传统产业数字化绿色化协同转型，建设一批数字赋能的零碳工厂。推动数智技术赋能能源绿色低碳转型，推广智慧节能等数智化应用。\n\n**六、强化智联普惠，筑牢数字基础底座**\n\n（一）迭代升级高速泛在的网络基础设施。适度超前部署新一代通信网，推动济南、青岛国家级互联网骨干直联点带宽扩容，高水平建设运营青岛国际通信业务出入口局。加快5G网络演进（5G-A）升级，推动5G-A在重点应用区域及高流量场景规模覆盖，加快移动物联网“万物智联”发展。推进宽带网络提质，推动县域城域网和光传输网络设备升级，支持在新建和老旧建筑改造过程中同步开展光纤到房间（FTTR）建设。前瞻布局6G、卫星互联网、量子信息等新型网络设施，深入推进互联网协议第六版（IPv6）规模部署和行业融合应用。\n\n（二）统筹布局多元协同的算力基础设施。统筹发展通用算力、智能算力、超级算力，因地制宜布局低时延、高可靠、高安全的边缘算力，探索布局量子计算等新型算力设施，打造垂直领域行业应用级算力创新高地。主动融入国家“东数西算”工程总体布局，建设全省一体化算力网，重点打造济南、青岛、枣庄省级算力枢纽，推动新增算力集约集聚，形成“枢纽引领、跨市协同”的整体布局。用好全省一体化算力服务平台，打造“算力超市”，推动多元异构算力敏捷调度和跨区域协同共享。推动算力与电力协同发展，提升算力设施绿电占比，探索建设以绿电为主的“零碳”算力设施。支持济南、青岛超算中心深度融入国家分布式超算互联网系统。\n\n（三）建设运营合规高效的数据基础设施。融入国家数据基础设施总体布局，建设全省区域功能节点，推动数据基础设施一体化衔接。支持济南、青岛、潍坊等市开展国家数据基础设施试点建设。分类推进企业、行业、城市、跨境、个人可信数据空间建设和应用，高标准建设运营标志性产业链可信数据空间，构建“一链一空间”，促进产业链数据资源高效对接、跨域共享、价值共创。\n\n（四）加快完善数智一体的融合基础设施。对城市供水、排水、供电、燃气、热力、消火栓、地下综合管廊等市政基础设施，因地制宜进行数字化改造和智能化管理。推进源网荷储一体化发展，实现电力行业全环节数智化升级。推动交通基础设施数智化升级，加快数智交通走廊建设，协同推进智慧机场、智慧公路、智慧港航、智慧轨道交通发展。布局建设低空智能网联系统。开展骨干河道数字流域建设，加快构建数字孪生水利体系。\n\n**七、强化开放包容，营造良好数字生态**\n\n（一）健全制度规则体系。推动山东省数据条例出台实施。深化落实数据持有权、使用权、经营权等分置的产权运行机制，围绕流通交易、收益分配、安全治理等方面，出台地方数据基础制度落实文件和相关配套政策措施。实施数字山东标准提升工程。完善数字治理体系，健全透明可预期的数字经济发展监管制度，探索“沙盒监管”等新型监管方式，支持数智领域新技术新业态发展。\n\n（二）加强人才队伍建设。完善多层次、多类型数字人才培养体系，优化数字人才评价机制，举办数字领域职业技能竞赛。推动省人工智能学院发展，支持高校设置数据要素、人工智能等相关学科专业，联合企业培养复合型数字人才。全面推行首席数据代表（官）制度。实施机关干部数字素养提升工程，分类分级开展全员培训。\n\n（三）加大交流合作力度。加强与京津冀、长三角及黄河流域等地区协作，深化数智领域对接合作。支持通信、算力、数据、人工智能等领域企业有序出海。建好上合示范区“丝路电商”综合服务基地，支持临沂商城国际化数字化转型发展。积极争创数据领域国际合作试点。\n\n（四）筑牢安全防护屏障。完善全省网络安全态势感知体系，定期开展实战化应急演练，提升网络安全事件应急处置能力。健全数据安全治理体系，加强数据分类分级保护，深化隐私计算、区块链等安全技术应用，强化风险监测预警，建立常态化风险评估机制，提高数据全生命周期安全管理水平。加强关键信息基础设施安全保护，加快推动供应链安全管理和国产化替代。强化模型算法安全能力建设，提高人工智能技术监测、风险预警水平。依法打击数据滥用、深度伪造、隐私泄露等行为。\n\n**八、保障措施**\n\n坚持党对数字强省建设工作的全面领导，完善数字强省建设领导小组工作机制，配齐配强数字化工作力量。积极争取中央预算内投资资金等支持，用好省数字经济发展专项基金，构建以财政投入为引导、企业投入为主体、金融市场为支撑的多元投融资体系。建立健全数智化创新发展激励机制，激发全社会改革创新活力。举办新型智慧城市发展创新大会、数字强省宣传月等活动，营造全民参与、共建共享的浓厚氛围。省大数据局发挥牵头抓总作用，完善统筹协调机制，每年制定数字强省建设行动方案，建立数字强省建设动态监测体系，工程化推进任务落实。各级各有关部门加强组织实施，结合实际科学规划建设数智化项目，避免造成浪费；强化协同联动，构建多方参与、齐抓共管的工作格局，确保各项任务落地见效。重大事项及时按程序向省委、省政府请示报告。","山东省人民政府 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农业数智化转型","山东数字强省十五五规划-5330","2026-10-20T02:47:36.612439Z",{"id":150,"title":151,"url":152,"summary":153,"summary_zh":8,"content":8,"source_name":154,"source_url":8,"published_at":155,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":156,"score_detail":157,"sources":161,"tags":163,"primary_topic":164,"secondary_topics":165,"classification":166,"search_phrases":194,"slug":196,"view_count":91,"doi":8,"paper":8,"created_at":197},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",77,{"impact":17,"substance":158,"depth":18,"authority":20,"freshness":159,"relevant":21,"comment":160},23,8,"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。",[162],{"name":154,"url":152},[26,27,56,28,55],{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":167},{"candidates":168,"agricultural_evidence":47},[169,174,178,182,186,190],{"code":45,"score":170,"supported":47,"title":171,"abstract":172,"tags":173},15,[27],[27,50],[27],{"code":32,"score":159,"supported":47,"title":175,"abstract":176,"tags":177},[],[55,56],[55,56],{"code":59,"score":60,"supported":47,"title":179,"abstract":180,"tags":181},[],[63],[],{"code":66,"score":60,"supported":47,"title":183,"abstract":184,"tags":185},[],[69],[],{"code":78,"score":21,"supported":14,"title":187,"abstract":188,"tags":189},[],[],[28],{"code":72,"score":21,"supported":14,"title":191,"abstract":192,"tags":193},[],[],[26],[88,195],"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":199,"title":200,"url":201,"summary":202,"summary_zh":8,"content":8,"source_name":203,"source_url":8,"published_at":204,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":205,"score_detail":206,"sources":209,"tags":211,"primary_topic":213,"secondary_topics":214,"classification":215,"search_phrases":252,"slug":255,"view_count":60,"doi":8,"paper":8,"created_at":256},3925,"上海市崇明区印发《推进乡村全面振兴\"十五五\"规划》","https:\u002F\u002Fwww.shcm.gov.cn\u002Fgovxxgk\u002Fqzfbgs\u002F2026-09-29\u002F48dc8816-cdd5-4c14-b6ee-82c0750118bf.html","《规划》提出崇明要突破目标识别、智能控制、自动采摘等核心技术，鼓励开发农业智能体、柔性农业机器人；布局\"AI+\"未来农业场景，推动AI技术与农业生产深度融合，聚焦菌菇全自动生产、白山羊智慧养殖、工厂化水产养殖等领域，构建\"感知—认知—决策—执行\"的智能闭环，打造\"AI+现代农业智慧应用样板区\"；同时确保常年蔬菜种植面积稳定在7.5万亩，推进8000余亩蔬菜规模化基地建设，建成2000亩集中连片的高标准设施菜田。","上海市崇明区人民政府·2026年09月29日","2026-09-29T08:00:00Z",84,{"impact":17,"substance":158,"depth":18,"authority":207,"freshness":159,"relevant":21,"comment":208},13,"省级区级“十五五”乡村振兴规划，明确农业智能体、柔性机器人、智能闭环等AI+农业落地路径与设施菜田数据，政策条款具体、增量信息足，值得进入每日精选。",[210],{"name":203,"url":201},[27,28,55,212,30],"设施农业",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":216},{"candidates":217,"agricultural_evidence":47},[218,222,228,234,240,244,248],{"code":32,"score":121,"supported":47,"title":219,"abstract":220,"tags":221},[],[55],[55],{"code":223,"score":60,"supported":47,"title":224,"abstract":225,"tags":227},"B1",[],[226],"蔬菜",[],{"code":229,"score":60,"supported":47,"title":230,"abstract":231,"tags":233},"C2",[],[232],"山羊",[],{"code":235,"score":60,"supported":47,"title":236,"abstract":237,"tags":239},"D",[],[238],"水产",[],{"code":45,"score":21,"supported":14,"title":241,"abstract":242,"tags":243},[],[],[27],{"code":78,"score":21,"supported":14,"title":245,"abstract":246,"tags":247},[],[],[28],{"code":83,"score":21,"supported":14,"title":249,"abstract":250,"tags":251},[],[],[30],[253,254],"崇明区 十五五 乡村振兴规划","崇明 AI 现代农业 智慧应用样板区","崇明区十五五乡村振兴规划-3925","2026-10-02T11:53:08.632722Z",{"id":258,"title":259,"url":260,"summary":261,"summary_zh":8,"content":262,"source_name":263,"source_url":8,"published_at":264,"category":265,"cover_url":8,"hotness":266,"is_selected":14,"score":267,"score_detail":268,"sources":271,"tags":276,"primary_topic":279,"secondary_topics":280,"classification":281,"search_phrases":308,"slug":311,"view_count":21,"doi":8,"paper":8,"created_at":312},4927,"当'农业大省'遇见'人工智能'——山东智慧农业由点及面持续延伸","https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html","大众网记者探访发现,从粮食主产区到特色经济作物基地,山东现代农业科技正持续下沉田间地头。在菏泽定陶,3.5万亩蒜田采用AI智能播种;淄博临淄全国首家生态无人农场实现耕种管收全流程无人化,百米作业精度2.5厘米;菏泽郓城144万亩小麦依托大田物联网系统;潍坊寿光纪都园区AI种植管理系统与巡检机器人普及率超85%,节水节肥30%以上,带动27个村集体年增收100多万元。","[![Image 4](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html)](javascript:void(0))\n\n[网易首页](https:\u002F\u002Fwww.163.com\u002F 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[举报](https:\u002F\u002Fwww.163.com\u002Fspecial\u002F0077jt\u002Ftipoff.html?title=%E5%BD%93%E2%80%9C%E5%86%9C%E4%B8%9A%E5%A4%A7%E7%9C%81%E2%80%9D%E9%81%87%E8%A7%81%E2%80%9C%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E2%80%9D)\n\n[](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html#post_comment_area \"快速发贴\")[0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL99175CU0514R9KU.html# \"点击查看跟贴\")\n\n分享至\n*   [](javascript:;)\n*   [](javascript:;)\n*   [](javascript:;)\n\n[](javascript:; \"关闭\")\n\n![Image 7: Scan me!](blob:http:\u002F\u002Flocalhost\u002F40dc9f58463603197e25a06a290aeb30)\n\n用微信扫码二维码\n\n分享至好友和朋友圈\n\n**大众网记者 梁永琪 菏泽报道**\n\n目前，2026人工智能产业大会正在山东济南举行。进入金秋时节，齐鲁大地的农事一派繁忙。\n\n当传统的农业大省，遇到人工智能产业应用，会碰撞出怎么的火花？\n\n从粮食主产区到特色经济作物基地，现代农业科技正持续下沉田间地头，一场数字化、智能化的农耕变革正在齐鲁大地持续推进，为粮食稳产增收、农业提质增效积蓄强劲动能。\n\n**科技下田，稳产增收更有底气**\n\n这个秋天，在菏泽定陶，3.5万亩蒜田迎来全新耕种方式，AI智能播种设备精准下种、规范排布，昔日面朝黄土的繁重劳作，变成屏幕前的精准操控。\n\n这一幕，不是孤例，而是齐鲁大地科技兴农实践中的一个生动缩影。\n\n农业现代化，装备是基础。放眼齐鲁大地，智慧农业的生动实践，正由点及面、向广袤田野持续延伸。智能设备、数字平台、物联网系统，正成为新时代农耕的“标配”。\n\n![Image 8](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2F03ded60dj00tmw07000n8d000u000gvg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n在淄博临淄，全国首家生态无人农场实现耕、种、管、收全流程无人化，卫星导航农机自主作业，百米作业精准度达2.5厘米以内，解锁大田种植智慧新范式。\n\n在菏泽郓城，144万亩小麦依托大田物联网系统实时监测土壤墒情、虫情预警，“规模化经营+专业化服务”模式实现全程托管，从种到收不用操心。\n\n在德州、聊城吨半粮核心示范区，智能农机搭配田间墒情监测网络，AI模型自动生成水肥方案推送至农户手机，筑牢粮食稳产增产硬核支撑。\n\n一处处田间蜕变、一个个实景案例，打破了“种地靠经验、收成看老天”的传统观念。科技种田不再是遥远的科研设想，而是扎根田间、能复制推广的日常。\n\n**场景落地，现代农业图景加速铺展**\n\n有了科技支撑，还需要让场景落地。近年来，山东各地立足农业禀赋，聚焦精准种植、智慧管护、高效增收，打造了一批接地气、实效强的智慧农业应用场景，让传统农业焕发全新活力。\n\n菏泽曹县依托5G网络覆盖，农技专家线上“坐诊开课”，远程指导芦笋种植户开展病虫害防治与田间管护；直播带货、智能分拣与冷链物流拓宽产销链路，实现“当日采摘、次日送达”，让种植户切实体会到智慧农业带来的增收实效。\n\n![Image 9](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2Ff3f84406j00tmw070007cd0018g00tmg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n潍坊寿光纪都现代农业共富园区，AI种植管理系统与巡检机器人普及率超85%，智能温室自动调控温光水肥，节水节肥30%以上，劳动生产效率提高一倍，园区带动周边27个村集体收入共计增收100多万元。\n\n数字技术正从粮食作物向设施农业延伸，从生产环节向全产业链拓展。如今，农作物耕种收综合机械化率达92.1%，农业科技进步贡献率68.5%，高出全国平均4个百分点。\n\n一组组数据背后，是山东推动农业转型的扎实步伐，智慧农业不再是个别示范点的“盆景”，正成为齐鲁大地遍地开花的“风景”。\n\n**人才扎根，跑好强农振兴接力赛**\n\n技术再好，最终要靠人来用。智慧农业落地生根，离不开懂技术、爱乡土的人才队伍。山东在全国率先建立新型职业农民职称制度，累计1.5万名“土专家”“田秀才”获评职称，打破“唯学历、唯论文”的旧框框。\n\n各地邀请农业专家、技术骨干下沉田间地头，手把手指导农户操作智能设备、运用数字技术。\n\n![Image 10](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http%3A%2F%2Fdingyue.ws.126.net%2F2026%2F1014%2Ff537f29dj00tmw07000ldd000n300ckg.jpg&thumbnail=660x2147483647&quality=80&type=jpg)\n\n济宁金乡“95后”新农人杨天方从基层技术员干起，牵头搜集500余份大蒜种质资源，培育出抗病性提升40%、亩产突破5600斤的“金蒜5号”新品种，辐射带动周边4.5万亩耕地采用周年轮作技术。\n\n菏泽定陶区“85后”新农人申成龙放弃都市高薪返乡，建成万平智能植物工厂，通过物联网实现水肥一体化精准滴灌。\n\n放眼全省，一批青年农技骨干和新农人正加快从“学技术”向“传技术”转变，成为助力现代农业迭代升级的重要力量。人才与技术的双向奔赴，正在让智慧农业既有“高度”，更有“温度”。\n\n仓廪实，天下安。金秋的齐鲁沃野上，智能农机穿梭作业、数据平台联通田间，一幅农业现代化的丰收图景徐徐铺展。齐鲁大地正以实际行动，交出一份沉甸甸的“山东答卷”。\n\n责编：刘亚\n\n审签：刘进\n\n特别声明：以上内容(如有图片或视频亦包括在内)为自媒体平台“网易号”用户上传并发布，本平台仅提供信息存储服务。\n\nNotice: The content above (including the pictures and videos if any) is uploaded and posted by a user of NetEase Hao, which is a social media platform and only provides information storage services.\n\n_\u002F_ 阅读下一篇 _\u002F_\n\n### 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27](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20261014\u002FJMqHZDv8u_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVQ8918ABH.html?f=post2020_dy_recommends)### [实体产业老板的日常，一个人居然要扛下这么多事情，网友：最怕听到账上钱不多了](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVQ8918ABH.html?f=post2020_dy_recommends)\n\n星沙时报 2026-10-14 11:15:51\n\n[541 _跟贴_ 541](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVQ8918ABH.html?f=post2020_dy_recommends) \n*   [![Image 28](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fdingyue.ws.126.net\u002F2026\u002F1013\u002F3922a488j00tmu0n500dhd000hh009tp.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL94HT9TT05456H69.html?f=post2020_dy_recommends)### [邓州市：AI赋能智慧农业 解锁丰产“新密码”](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL94HT9TT05456H69.html?f=post2020_dy_recommends)\n\n邓州连线网 2026-10-13 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32](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree3954f3a5b28j00tmw14c0039d000yi00jfg.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97CK4GF0514EGPO.html?f=post2020_dy_recommends)### [多国博主走进库车 惊叹荒漠上的农业奇迹](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97CK4GF0514EGPO.html?f=post2020_dy_recommends)\n\n看看新闻Knews 2026-10-14 16:25:06\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97CK4GF0514EGPO.html?f=post2020_dy_recommends) \n*   [![Image 33](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fvideoimg.ws.126.net\u002Fcover\u002F20260807\u002FABno0eUvq_cover.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVI2PVSB3G.html?f=post2020_dy_recommends)### [人工智能理发师上线，高难度发型轻松搞定](https:\u002F\u002Fwww.163.com\u002Fv\u002Fvideo\u002FVI2PVSB3G.html?f=post2020_dy_recommends)\n\n装甲铲史官 2026-08-07 11:44:44\n\n[19 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[一地生双金岁岁有双收！镇赉创新复种模式激活乡村富民产业](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL96O7I1R05346936.html?f=post2020_dy_recommends)\n\n金台资讯 2026-10-14 10:28:42\n\n[0 _跟贴_ 0](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL96O7I1R05346936.html?f=post2020_dy_recommends) \n*   [![Image 36](https:\u002F\u002Fnimg.ws.126.net\u002F?url=http:\u002F\u002Fbjnewsrec-cv.ws.126.net\u002Fthree5156defa543j00tmwcnc0020d000hs00dcg.jpg&thumbnail=140y88&quality=80&type=jpg)](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97QABIB0550A3NK.html?f=post2020_dy_recommends)### [看点拉满！第33届农高会田间展亮点纷呈](https:\u002F\u002Fwww.163.com\u002Fdy\u002Farticle\u002FL97QABIB0550A3NK.html?f=post2020_dy_recommends)\n\n","大众网 网易 2026 年 10 月 15 日","2026-10-15T00:00:00Z","报道",25,60,{"impact":18,"substance":207,"depth":269,"authority":159,"freshness":13,"relevant":21,"comment":270},11,"省级视角综述山东智慧农业由点及面推进，有案例但缺新政策与新数据，属可读性较强的行业报道。",[272,273],{"name":263,"url":260},{"name":274,"url":275},"大众网 东营市行政审批服务局转载 2026 年 10 月 16 日","http:\u002F\u002Fshenpi.dongying.gov.cn\u002Fart\u002F2026\u002F10\u002F16\u002Fart_39149_10313281.html",[27,56,28,277,278],"山东","巡检机器人",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":282},{"candidates":283,"agricultural_evidence":47},[284,289,293,299,304],{"code":45,"score":285,"supported":47,"title":286,"abstract":287,"tags":288},9,[27],[],[27],{"code":32,"score":121,"supported":47,"title":290,"abstract":291,"tags":292},[],[56],[56],{"code":294,"score":60,"supported":47,"title":295,"abstract":296,"tags":298},"A2",[],[297],"小麦",[],{"code":66,"score":60,"supported":47,"title":300,"abstract":301,"tags":303},[],[302],"物联网",[],{"code":78,"score":21,"supported":14,"title":305,"abstract":306,"tags":307},[],[],[28],[309,310],"山东 智慧农业 人工智能","山东 无人农场 巡检机器人","山东智慧农业人工智能-4927","2026-10-15T00:05:53.236796Z",{"id":314,"title":315,"url":316,"summary":317,"summary_zh":8,"content":8,"source_name":318,"source_url":8,"published_at":319,"category":320,"cover_url":8,"hotness":13,"is_selected":14,"score":321,"score_detail":322,"sources":325,"tags":327,"primary_topic":330,"secondary_topics":331,"classification":332,"search_phrases":355,"slug":358,"view_count":91,"doi":8,"paper":359,"created_at":368},4734,"面向农业机器人作物行分割的边缘可部署轻量感知网络","https:\u002F\u002Farxiv.org\u002Fabs\u002F2610.11764","提出仅1.31万参数、逐层渐进学习的作物行分割网络,推理能耗25.1毫焦,较主流网络参数量显著降低且保持检测精度。适配资源受限田间机器人部署,定位低成本农机边缘智能新路径。未经实地验证未经同行评议","arXiv 2026-10-08 [预印本]","2026-10-08T00:00:00Z","论文",66,{"impact":106,"substance":105,"depth":323,"authority":159,"freshness":46,"relevant":21,"comment":324},17,"预印本提出超轻量作物行分割网络，参数与能耗指标亮眼，但未经实地验证与同行评议，属细分技术进展，可作精选备选。",[326],{"name":318,"url":316},[27,28,55,328,329],"边缘计算","作物行识别",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":333},{"candidates":334,"agricultural_evidence":47},[335,339,343,347,351],{"code":32,"score":285,"supported":47,"title":336,"abstract":337,"tags":338},[55],[],[55],{"code":59,"score":60,"supported":47,"title":340,"abstract":341,"tags":342},[],[63],[],{"code":45,"score":21,"supported":14,"title":344,"abstract":345,"tags":346},[],[],[27],{"code":78,"score":21,"supported":14,"title":348,"abstract":349,"tags":350},[],[],[28],{"code":66,"score":21,"supported":14,"title":352,"abstract":353,"tags":354},[],[],[328],[356,357],"作物行分割 轻量网络 农业机器人","边缘部署 作物行 田间机器人","作物行分割轻量网络农业机器人-4734",{"doi":8,"openalex_id":8,"authors":360,"venue":8,"cited_by_count":91,"oa_url":8,"card":361,"direction":365,"ingested_from":367},[],{"tldr":362,"method":363,"finding":364,"direction":365,"opportunity":366},"提出仅1.31万参数的轻量作物行分割网络，适配田间机器人边缘部署。","逐层渐进学习，参数量1.31万，推理能耗25.1毫焦。","参数量显著降低且保持检测精度，定位低成本农机边缘智能路径。","智慧农业 \u002F 农业物联网","该网络未经实地验证，可开展田间试验并探索多作物、多光照条件下的泛化能力。","agent","2026-10-12T00:11:14.925915Z",{"id":370,"title":371,"url":372,"summary":373,"summary_zh":8,"content":374,"source_name":375,"source_url":8,"published_at":376,"category":265,"cover_url":8,"hotness":13,"is_selected":14,"score":377,"score_detail":378,"sources":381,"tags":383,"primary_topic":385,"secondary_topics":391,"classification":393,"search_phrases":427,"slug":430,"view_count":431,"doi":8,"paper":8,"created_at":432},3292,"AI巡田机器狗、采摘机器人、虫情监测仪！智慧农业装备亮相2026年中国农民丰收节山东主场活动","https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQwOTg2NA.html","在2026年中国农民丰收节山东主场活动现场，一批智慧农业新装备集中亮相：巡田机器狗替代人工开展田间作业，搭载多光谱、可见光相机与环境监测传感器，依托自研AI算法可精准完成病虫害识别、作物长势研判、土壤墒情监测；便携式一体虫情监测仪可灵活拆装，冬季无虫害时可拆卸收纳；地形移动作业机器人搭载机械臂，更换不同抓手就能实现果蔬采摘；管式墒情仪采用太阳能供电，直接插地即可投入使用。","![Image 1](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_logo.png)![Image 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6](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Fshang.png)\n\n*   [闪电号>](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmp.html?2&0)\n*   [专栏>](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmp.html?2&0&%E4%B8%93%E6%A0%8F)\n*   [乡村季风农业家](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Fmpdetail\u002F100200.html?catid=100200)\n\n AI 巡田机器狗、采摘机器人、虫情监测仪！智慧农业装备亮相2026年中国农民丰收节山东主场活动 \n\n[乡村季风农业家](javascript:;)\n\n[2026-09-22 15:43:05](javascript:;)\n\n[Video 3](https:\u002F\u002Fstream7-transcode.iqilu.com\u002F10361\u002Fsucaiku\u002F202609\u002F22\u002Ff4534bc69de84c47b8bceeb954d0626c_902.mp4)\n在 2026年中国农民丰收节山东主场活动现场，一批智慧农业新装备集中亮相，为粮食稳产增产注入科技动能。\n\n巡田机器狗替代人工开展田间作业，搭载多光谱、可见光相机与环境监测传感器，依托自研 AI 算法，可精准完成病虫害识别、作物长势研判、土壤墒情监测；便携式一体虫情监测仪可灵活拆装，冬季无虫害时可拆卸收纳，有效降低设备运维成本；地形移动作业机器人搭载机械臂，更换不同抓手就能实现果蔬采摘；管式墒情仪采用太阳能供电，直接插地即可投入使用，工业级外壳坚固耐用，保障土壤数据精准采集。\n\n从前端田间感知、终端数据分析到后端作业执行，整套设备闭环联动，科学管控田间生产，助力减少农药化肥使用，实现农田提质增产。以科技赋能农耕，用装备守护耕耘，让智慧农业护航齐鲁大地岁岁丰收！\n\n《乡村季风》记者 郑莹莹 马成波\n\n来源： 乡村季风 \n\n编辑： 郑莹莹 \n\n责编： 梁丽 \n\n审校： 张洁 \n\n主编： 方翔 \n\n 相关推荐 \n\n[![Image 7](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F86b0f4ade3b24b269f107f8e38e0e8ee-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjcyNw.html)\n\n[省水省肥还增产！丰收节解锁智慧种植新利器#智能水肥机#智慧农业#中国农民丰收节#农业黑科技#节水节肥#现代化种植](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjcyNw.html)\n\n 分享到：\n\n[![Image 8](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjcyNw.html&title=%E7%9C%81%E6%B0%B4%E7%9C%81%E8%82%A5%E8%BF%98%E5%A2%9E%E4%BA%A7%EF%BC%81%E4%B8%B0%E6%94%B6%E8%8A%82%E8%A7%A3%E9%94%81%E6%99%BA%E6%85%A7%E7%A7%8D%E6%A4%8D%E6%96%B0%E5%88%A9%E5%99%A8#%E6%99%BA%E8%83%BD%E6%B0%B4%E8%82%A5%E6%9C%BA#%E6%99%BA%E6%85%A7%E5%86%9C%E4%B8%9A#%E4%B8%AD%E5%9B%BD%E5%86%9C%E6%B0%91%E4%B8%B0%E6%94%B6%E8%8A%82#%E5%86%9C%E4%B8%9A%E9%BB%91%E7%A7%91%E6%8A%80#%E8%8A%82%E6%B0%B4%E8%8A%82%E8%82%A5#%E7%8E%B0%E4%BB%A3%E5%8C%96%E7%A7%8D%E6%A4%8D&pic=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&appkey=#_loginLayer_1596177107797)[![Image 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15](https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002Faf5e6c9a65864a19a0fc6905e3584006.png)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html)\n\n[东阿阿胶牵头培育的“鲁西黑驴”获批国家畜禽新品种](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html)\n\n 分享到：\n\n[![Image 16](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html&title=%E4%B8%9C%E9%98%BF%E9%98%BF%E8%83%B6%E7%89%B5%E5%A4%B4%E5%9F%B9%E8%82%B2%E7%9A%84%E2%80%9C%E9%B2%81%E8%A5%BF%E9%BB%91%E9%A9%B4%E2%80%9D%E8%8E%B7%E6%89%B9%E5%9B%BD%E5%AE%B6%E7%95%9C%E7%A6%BD%E6%96%B0%E5%93%81%E7%A7%8D&pic=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&appkey=#_loginLayer_1596177107797)[![Image 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18](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMjAzMg.html&title=%E4%B8%9C%E9%98%BF%E9%98%BF%E8%83%B6%E7%89%B5%E5%A4%B4%E5%9F%B9%E8%82%B2%E7%9A%84%E2%80%9C%E9%B2%81%E8%A5%BF%E9%BB%91%E9%A9%B4%E2%80%9D%E8%8E%B7%E6%89%B9%E5%9B%BD%E5%AE%B6%E7%95%9C%E7%A6%BD%E6%96%B0%E5%93%81%E7%A7%8D&source=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&pics=https:\u002F\u002Fimg12.iqilu.com\u002F10361\u002Fsucaiku\u002Fcompress\u002F202609\u002F23\u002Faf5e6c9a65864a19a0fc6905e3584006.png)\n\n[![Image 19](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F5046dad3db3047c58c60ff919b872503-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html)\n\n[懒人的福音！加热5分钟就能喝的乌鸡人参汤](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html)\n\n 分享到：\n\n[![Image 20](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&pic=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&appkey=#_loginLayer_1596177107797)[![Image 21](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&site=)[![Image 22](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTYwMA.html&title=%E6%87%92%E4%BA%BA%E7%9A%84%E7%A6%8F%E9%9F%B3%EF%BC%81%E5%8A%A0%E7%83%AD5%E5%88%86%E9%92%9F%E5%B0%B1%E8%83%BD%E5%96%9D%E7%9A%84%E4%B9%8C%E9%B8%A1%E4%BA%BA%E5%8F%82%E6%B1%A4&source=&summary=%E6%9D%A5%E8%87%AA%E9%97%AA%E7%94%B5%E6%96%B0%E9%97%BB%E5%AE%A2%E6%88%B7%E7%AB%AF&desc=&pics=https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F5046dad3db3047c58c60ff919b872503-1.jpg)\n\n[![Image 23](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F4f3081202f01498bb2032b3cae283fa8-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html)\n\n[“裙膜升地温”技术让葡萄避免冻害抽干 安全越冬](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html)\n\n 分享到：\n\n[![Image 24](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)[![Image 25](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)[![Image 26](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTM1NA.html&title=%E2%80%9C%E8%A3%99%E8%86%9C%E5%8D%87%E5%9C%B0%E6%B8%A9%E2%80%9D%E6%8A%80%E6%9C%AF%E8%AE%A9%E8%91%A1%E8%90%84%E9%81%BF%E5%85%8D%E5%86%BB%E5%AE%B3%E6%8A%BD%E5%B9%B2)\n\n[![Image 27](https:\u002F\u002Fimg12.iqilu.com\u002F1\u002Fextraction\u002F202609\u002F23\u002F8fc17233cf67410c8a323dc82a760247-1.jpg)](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html)\n\n[山东临沭 花生种植高手集结 共同见证“三只虎”大肥力#农科频道#“三只虎杯”中国花生王大赛](https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html)\n\n 分享到：\n\n[![Image 28](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_weixin.png)](http:\u002F\u002Fservice.weibo.com\u002Fshare\u002Fshare.php?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)[![Image 29](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_pengyou.png)](https:\u002F\u002Fsns.qzone.qq.com\u002Fcgi-bin\u002Fqzshare\u002Fcgi_qzshare_onekey?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)[![Image 30](https:\u002F\u002Fsdxw.iqilu.com\u002Fsite\u002Flighting\u002Fimages\u002Ficon_qq.png)](https:\u002F\u002Fconnect.qq.com\u002Fwidget\u002Fshareqq\u002Findex.html?url=https:\u002F\u002Fsdxw.iqilu.com\u002Fw\u002Farticle\u002FYS0yMS0xNzQxMTIyOA.html&title=%E5%B1%B1%E4%B8%9C%E4%B8%B4%E6%B2%AD)\n\n[![Image 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山东 智慧农业装备","巡田机器狗 采摘机器人 虫情监测仪","中国农民丰收节山东智慧农业装备-3292",5,"2026-09-24T00:03:57.106255Z"]