[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3699":3,"related-3699":77},{"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":24,"tags":26,"primary_topic":32,"secondary_topics":38,"classification":39,"search_phrases":72,"slug":75,"view_count":22,"doi":8,"paper":8,"created_at":76},3699,"让智慧农业技术扎根更多田块——天津静海政协专题协商纪实","https:\u002F\u002Fwww.rmzxw.com.cn\u002Fc\u002F2026-09-23\u002F3979822.shtml","天津市静海区政协围绕智能农业水肥一体化开展专题视察，发现水分利用率达90%以上，但简易设备每亩约500元、大田利润薄、农户主动应用意愿不强。委员建议每年举办培训班、建设示范基地、对接高校科研院所研发简便便宜设备、完善农业节水政策。",null,"本报讯（通讯员 赵泽宇 刘弋涵 记者 李宁馨）麦收渐远，玉米拔节。田垄间，一条条滴灌带像毛细血管，把水肥精准送到作物根部；大棚里，喷药机器人、多功能水肥一体机次第铺开；直播间里，紫苏产品、香油、冬菜正被一单单拍下。这幅智慧农业图景背后，有着天津市静海区政协农业界别委员们一次次调研、一场场协商的身影。\n\n“一亩地到底能省多少水、增多少产？”合作社的玉米田边，静海区政协主席会议成员带着委员们蹲下身，拨开土层查看滴灌带的铺设情况，向合作社负责人细细追问。这是区政协农业和农村委围绕“智能农业水肥一体化”开展专题视察的一幕。委员们走进有机肥生产车间、水肥一体化灌溉现场和智能农机应用场景，一边看一边记，把问题清单带回了座谈会。\n\n近几年，静海区在多个农业合作社开展了初级智能水肥一体化应用示范。委员们看重的不仅是降本增效，更是生态效益——水分利用率达到90%以上，滴灌不破坏土壤结构，化肥流失大幅减少。“这不是简单的省水省肥，而是农业生产方式的一次转型。”委员们同时发现：一套简易设备每亩约500元，大田利润薄，农户主动应用意愿不强；部分农田水利设施与微灌、喷灌不配套；技术培训覆盖不够，农村青年劳动力又不足。\n\n随着调研协商的不断深入，委员们提出，每年举办初级智能水肥一体化培训班；建设不同模式的示范基地，配备墒情自动监测站；对接高校、科研院所和智慧农业企业，研发更简便、更便宜的设备和肥料；完善农业节水政策，鼓励新型经营主体先用起来。\n\n水肥一体化技术应用只是静海智慧农业发展的一角。“打造智慧农业应用场景，科技赋能农业产业提质增效”专题视察中，委员们走进天津智能农业研究院，喷药机器人、多功能水肥一体机、装配式柔性多源蓄热智能日光温室等应用场景让委员们深受启发。\n\n“智能农机实现自动化、精准化作业，专业系统做数据分析和决策支持，效率和资源利用率还能再提。”在委员们看来，智能农机与智慧农业的结合是现代农业发展的重要方向，要让技术从实验室走向田垄，要整合特色农产品资源，让好产品卖出好价钱。\n\n委员们深入崇泰庄园和春光农场开展走访服务，邀请规划资源、文旅、乡镇等多部门参与，围绕智慧农业、特色文化资源禀赋和农文旅康养融合发展开展协商。委员们提出坚持规划引领、注重整体推进、补强体验链条、强化宣传推介等建议，为乡村产业振兴寻找新的增长点。\n\n一块田连着一条链，良种、良法与良机，在委员们的视野里拼成一幅完整的美丽乡村图景。“调研问需—协商问策—跟踪问效”的履职方式，正让智慧农业建议一步步落到田间。静海区政协农业和农村委相关负责人表示，将持续聚焦智慧农业发展、乡村振兴等重点领域，深入开展调研、积极建言献策，让智慧农业技术在更多田块扎根。","人民政协网","2026-09-23T00:28:00Z","报道",10,false,49,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},8,14,13,9,5,1,"地方政协专题协商纪实，呈现水肥一体化推广中的成本、设施与培训短板及建议，有实质内容但属区域动态，公共价值有限。",[25],{"name":10,"url":6},[27,28,29,30,31],"智慧农业","乡村振兴","智能农机","水肥一体化","农业节水",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},"F3","fertilizers","肥料与水肥一体化","\u002Ftopic\u002Finputs-equipment\u002Ffertilizers","F",[],{"status":40,"locked":14,"version":41,"method":42,"evidence":43},"classified","2026-10-22.2","rules",{"candidates":44,"agricultural_evidence":47},[45,51,56,62,67],{"code":46,"score":20,"supported":47,"title":48,"abstract":49,"tags":50},"I1",true,[27],[],[27],{"code":33,"score":52,"supported":47,"title":53,"abstract":54,"tags":55},4,[],[30],[30],{"code":57,"score":58,"supported":47,"title":59,"abstract":60,"tags":61},"H3",3,[],[31],[],{"code":63,"score":22,"supported":14,"title":64,"abstract":65,"tags":66},"F5",[],[],[29],{"code":68,"score":22,"supported":14,"title":69,"abstract":70,"tags":71},"G",[],[],[28],[73,74],"天津静海 水肥一体化","静海区政协 智慧农业","天津静海水肥一体化-3699","2026-09-29T00:08:19.232767Z",{"total":78,"page":22,"page_size":78,"items":79},6,[80,142,223,298,357,423],{"id":81,"title":82,"url":83,"summary":84,"summary_zh":8,"content":85,"source_name":86,"source_url":8,"published_at":87,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":88,"score_detail":89,"sources":93,"tags":95,"primary_topic":99,"secondary_topics":105,"classification":113,"search_phrases":137,"slug":140,"view_count":58,"doi":8,"paper":8,"created_at":141},3208,"就在明天！丰收节主场活动有哪些亮点？攻略提前看！——百亩高蛋白玉米水肥一体化标准化种植+智能收割\u002F精量播种三大场景看科技赋能良田","https:\u002F\u002Fwww.ntv.cn\u002Fcontent\u002F1\u002F749\u002F991749881.html","9-22 农视网提前探访襄阳丰收节主场活动：湖北省襄阳市作为湖北首个产能过百亿斤的粮食大市，本届丰收节主场活动落地襄阳东郊村，三大场景看科技赋能良田——百亩高蛋白玉米田示范区集中展示高蛋白玉米水肥一体化标准化种植技术（\"三高协同\"）；田间智能收割、土地深翻、精量播种等现代化农事作业场景实景呈现；农业科普研学基地涵盖长江稻作文明、科技农业、绿色农业、质量农业、品牌农业、宜居宜业和美乡村六大主题板块，配套智慧农业水肥一体化沙盘和\"动物乐园\"等互动体验。丰收市集重拾襄阳传统赶集烟火气，汇聚农产品展销、沉浸式趣味体验、特色品牌推介等丰富活动。","9月的荆楚大地，\n\n稻田飘香，丰收在望！\n\n2026年9月23日，\n\n第九个“中国农民丰收节”即将如约而至！\n\n湖北省襄阳市地处祖国的南北过渡带，\n\n素有“鄂北粮仓”的美誉，\n\n是湖北首个产能过百亿斤的粮食大市。\n\n本届丰收节主场活动落地襄阳东郊村，\n\n这里准备了哪些精彩纷呈的活动？\n\n农视网记者提前探访踩点，\n\n带你抢先解锁这场热气腾腾的丰收盛宴！\n\n**三大场景看科技赋能良田**\n\n**夯实丰收底气**\n\n走进东郊村“丰景营地”，一派丰收欢腾景象。\n\n百亩高蛋白玉米田成为现场一道亮眼景致，示范区集中展示高蛋白玉米水肥一体化标准化种植技术，茁壮的植株诉说着高产、高蛋白、高收益“三高协同”的丰收故事。\n\n![Image 1: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084793820006.jpg)\n\n百亩高蛋白玉米种植示范地。\n\n田间，智能农机蓄势待发，智能收割、土地深翻、精量播种等现代化农事作业场景将在这里实景呈现。\n\n![Image 2: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084793243191.jpg)\n\n智能农机作业展示现场。\n\n从“丰景营地”往村内走，最引人瞩目的，是铺展向远方的金色稻田，稻穗饱满低垂，在微风里轻轻起伏。绿色高标准种植技术落地田间，把沃土、良种与科学管护融为一体，绘就一幅稻浪翻滚、粮丰物阜的乡村丰收画卷。\n\n![Image 3: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794207170.jpg)\n\n游客正在稻田边拍照。\n\n**农业科普研学基地**\n\n**展示现代农业建设成果**\n\n丰收节主场活动另一大亮点，就是农业科普研学基地，基地试运营以来收获满满好评，人气持续高涨。\n\n![Image 4: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794700388.jpg)\n\n农业科普研学基地内吸引众多游客拍照。\n\n走进研学基地，能一次性打卡六大主题板块：长江稻作文明、科技农业、绿色农业、质量农业、品牌农业、宜居宜业和美乡村。展区搭配图文、实物展品，生动讲述湖北在粮食稳产、科技兴农、绿色发展、长江大保护等方面的现代化农业建设成果，沉浸式传播荆楚大地的农业故事。\n\n基地内丰富的互动体验装置人气十足：曲辕犁、龙骨水车等传统农具重现古代农耕智慧；智慧农业水肥一体化沙盘直观演示现代农业管控技术；“动物乐园”集中展示枣北牛、楚宝黑头羊、鄂通两头乌等湖北本土特色畜禽品种；还有“为自己点餐”趣味互动，让参观者在动手体验中学习膳食营养均衡知识。多样的互动项目，让农业知识看得见、摸得着、学得会。\n\n![Image 5: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794277066.jpg)\n\n研学的小学生正在智慧农业水肥一体化灌溉系统模型沙盘前认真参观。\n\n**丰收市集聚好物**\n\n**农产品展销营造丰收氛围**\n\n今年丰收节，人气顶流非丰收市集莫属！\n\n![Image 6: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794830353.jpg)\n\n丰收市集吸引不少村民驻足。\n\n市集重拾襄阳传统赶集的浓浓烟火气，汇聚农产品展销、沉浸式趣味体验、特色品牌推介等丰富活动。江汉大米、潜江龙虾、仙桃黄鳝、随州香菇、秭归脐橙等湖北地标农品集中亮相，现场还有各类试吃品鉴活动，让大家近距离感受地道农味。\n\n![Image 7: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794774587.jpg)\n\n![Image 8: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084794482198.jpg)\n\n![Image 9: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795321450.jpg)\n\n来自湖北本地的特色农产品品牌吸引游客品尝。\n\n市集不止湖北好物，全国农业精品品牌、欠发达地区特色好物也同台展示展销。琳琅满目的特产、热闹的人群，处处洋溢着喜庆丰盈的丰收氛围感，一站式领略来自五湖四海的丰收喜悦！\n\n![Image 10: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795454862.jpg)\n\n![Image 11: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795558546.jpg)\n\n![Image 12: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795461593.jpg)\n\n全国农业精品品牌、欠发达地区特色好物在丰收节进行展示展销。\n\n除此之外，丰收节主场活动利用全国优质农产品资源，推出“乡村厨神展示活动”，莲藕全席宴、宜昌鮰鱼宴、襄阳八大碗、钟祥蟠龙宴等特色宴席轮番亮相，一道道乡土美味尽显荆楚大地丰收滋味。\n\n![Image 13: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795666643.jpg)\n\n特色菜品在“乡村厨神展示活动”亮相。\n\n**农业非遗技艺展演**\n\n**近距离感受老手艺魅力**\n\n以农为媒，以文润丰。丰收节主场精心打造非遗文化展演专区，多项特色农业非遗技艺轮番亮相，让传统老手艺在丰收时节焕发新生。\n\n竹艺编织、木版年画、手工米酒酿造、传统泥塑、民俗剪纸、枣阳粗布制作等非遗项目现场展演，手艺人巧手翻飞、匠心演绎，全方位展示传统手艺的独特魅力，让大众近距离触摸乡土文化底蕴、感受传统民俗韵味。\n\n![Image 14: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084795113339.jpg)\n\n枣阳粗布制作工艺展示。\n\n同时，现场开设沉浸式农耕研学体验项目，晒秋摆盘、传统碾米、手工磨面等经典农事体验，让游客亲身参与传统农耕劳作，沉浸式感受秋收乐趣，为丰收佳节增添满满烟火趣味。\n\n“村戏连台”好戏不断，楚剧等本土特色戏曲将轮番上演，乡音袅袅，尽显乡土文化活力。\n\n![Image 15: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796625227.jpg)\n\n非遗技艺轮番上演。\n\n**带货达人齐聚东郊**\n\n**电商直播大赛打造消费“大卖场”**\n\n本次丰收节创新线上传播与销售模式，精心举办“云播丰年”村播电商直播大赛，众多带货达人齐聚东郊村，助力农品出圈、赋能乡村振兴。\n\n![Image 16: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796167570.jpg)\n\n![Image 17: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796230704.jpg)\n\n“云播丰年”村播电商直播大赛正在紧锣密鼓筹备中。\n\n活动集中推介展销襄阳优质粮油、地道襄阳牛肉面、枣阳黄桃等本土特色农产品，以“线上直播带货+线下产销对接”双向发力，打通农产品产销链路、拓宽销售渠道。持续擦亮“襄飘天下”区域公用品牌，以节兴商、以节促销，全力打造城乡联动、供需互通的乡村消费“大卖场”，让襄阳优质农品走出乡土、走向全国。\n\n**村晚舞台农民做主角**\n\n**唱响东郊村丰收故事**\n\n丰收的舞台，属于每一位耕耘的农民。\n\n本次丰收节聚焦农民主体、彰显乡土本色，专属“村晚”舞台将在9月23日晚上19:00精彩上线，让广大农民成为节日的主角。\n\n![Image 18: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796305126.jpg)\n\n丰收村晚舞台。\n\n硬核“村装”登上村T台：东郊村村民扛着农具、绣娘带着手艺自信登台，把传统手工艺和乡村美学穿在身上，秀出新时代农民的精气神。\n\n兴农人亮绝活：“铁锹哥”祁春新、山西唐尧锣鼓艺术团同台，兴农人代表现场过招，还有正大集团、云天化等企业嘉宾助阵。\n\n歌声里的田野：水木年华缪杰唱响《未来归来》《智在田野间》，刘劲深情讲述《那些年 我们这样唱》，乌兰图雅压轴《美丽中国》。\n\n![Image 19: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796121108.jpg)\n\n![Image 20: 图片](https:\u002F\u002Frmtsource.ntv.cn\u002Ffiles\u002Fapp\u002Fnsw\u002Fimages\u002F2609\u002F22\u002F1790084796932199.jpg)\n\n参加丰收村晚的演员正在进行彩排。\n\n田间地头变舞台，13个节目层层递进，从五谷归仓讲到美丽中国！村民们登台献艺、载歌载舞，用最质朴的表演、最真挚的情感，讲述东郊村的振兴故事、唱响属于全国农民朋友的丰收赞歌！\n\n中国农民丰收节，\n\n不止是属于亿万农民的丰收盛典，\n\n更是各地集中展示乡村振兴丰硕成果，\n\n田间为幕，大地为台\n\n9 月 23 日\n\n相约湖北枣阳东郊村\n\n精彩纷呈的丰收盛宴已备好\n\n满满烟火、万般丰收静待相逢","农视网","2026-09-22T09:00:00Z",64,{"impact":90,"substance":18,"depth":91,"authority":13,"freshness":13,"relevant":22,"comment":92},18,12,"全国性丰收节主场活动的现场探访报道，科技赋能良田与农产品展销内容具体，但属活动预告性质，信息增量有限。",[94],{"name":86,"url":83},[27,29,30,96,97,98],"农民丰收节","高蛋白玉米","电商直播助农",{"code":100,"slug":101,"name":102,"path":103,"parent_code":104},"A3","maize","玉米","\u002Ftopic\u002Ffield-crops\u002Fmaize","A",[106,107],{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},{"code":108,"slug":109,"name":110,"path":111,"parent_code":112},"J4","seasonal-agriculture","农时与节庆活动","\u002Ftopic\u002Fpolicy\u002Fseasonal-agriculture","J",{"status":40,"locked":14,"version":41,"method":42,"evidence":114},{"candidates":115,"agricultural_evidence":47},[116,120,124,129,133],{"code":100,"score":91,"supported":47,"title":117,"abstract":118,"tags":119},[102],[102],[97],{"code":33,"score":91,"supported":47,"title":121,"abstract":122,"tags":123},[30],[30],[30],{"code":108,"score":91,"supported":47,"title":125,"abstract":127,"tags":128},[126],"丰收节",[126],[96],{"code":46,"score":52,"supported":47,"title":130,"abstract":131,"tags":132},[],[27],[27],{"code":63,"score":22,"supported":14,"title":134,"abstract":135,"tags":136},[],[],[29],[138,139],"襄阳 东郊村 丰收节","高蛋白玉米 水肥一体化","襄阳东郊村丰收节-3208","2026-09-23T00:04:26.921701Z",{"id":143,"title":144,"url":145,"summary":146,"summary_zh":147,"content":8,"source_name":148,"source_url":145,"published_at":149,"category":150,"cover_url":8,"hotness":13,"is_selected":14,"score":151,"score_detail":152,"sources":155,"tags":157,"primary_topic":161,"secondary_topics":162,"classification":163,"search_phrases":199,"slug":202,"view_count":203,"doi":8,"paper":204,"created_at":222},4673,"RESULT ON RENEWABLE ENERGY-BASED SMART FERTIGATION CONTROLLER USING NPK SENSOR","https:\u002F\u002Fijmert.com\u002Findex.php\u002Fijmert\u002Farticle\u002Fview\u002F301","Agriculture needs good control over water, fertilizers, and energy to make crops grow better and help farming stay sustainable. Old ways of using fertilizers usually relied on looking at the fields by hand and sticking to set times, which often led to wrong use of nutrients, unbalanced soil, and using too much fertilizer. Smart fertigation systems help fix these problems by using IoT, soil nutrient sensors, and real-time tracking. This review looked at NPK-based soil checks and IoT-enabled fertigation, especially focusing on monitoring nitrogen, phosphorus, and potassium to make farming more precise. The system used an ESP32 microcontroller, an NPK sensor, a soil moisture sensor, and a DHT11 sensor to constantly monitor soil nutrients and environmental conditions. The data was shown on an LCD screen and sent via Wi-Fi to the Blynk IoT platform for remote viewing. Based on the real-time NPK levels, the right amount of fertilizer was decided, and the correct fertilizer pump was turned on manually. Solar power was added with a solar charge controller and a battery to cut down on using regular electricity and support eco-friendly farming. The studies showed that combining NPK sensors, IoT, fertigation, and renewable energy offers a great way to use fertilizers better, save resources, cut down on manual work, and help make precision agriculture more sustainable.","农业需要对水、肥料和能源进行良好控制，以使作物生长更好并帮助农业保持可持续性。传统的施肥方式通常依赖人工观察田地并遵循固定时间，这往往导致养分使用不当、土壤失衡以及施肥过量。智能水肥一体化系统通过物联网（IoT）、土壤养分传感器和实时追踪帮助解决这些问题。本综述考察了基于氮磷钾（NPK）的土壤检测和物联网支持的水肥一体化，尤其关注对氮、磷、钾的监测，以使农业更加精准。该系统使用ESP32微控制器、NPK传感器、土壤湿度传感器和DHT11传感器持续监测土壤养分和环境条件。数据在LCD屏幕上显示，并通过Wi-Fi发送到Blynk物联网平台进行远程查看。根据实时NPK水平，确定合适的肥料用量，并手动开启正确的肥料泵。系统还加入了太阳能供电，配有太阳能充电控制器和电池，以减少常规电力使用并支持生态友好型农业。研究表明，将NPK传感器、物联网、水肥一体化和可再生能源相结合，为更好地利用肥料、节约资源、减少人工劳动以及帮助精准农业实现更可持续发展提供了一种极佳途径。","International Journal of Mechanical Engineering Research and Technology","2026-10-08T00:00:00Z","论文",54,{"impact":17,"substance":153,"depth":18,"authority":91,"freshness":52,"relevant":22,"comment":154},16,"综述性论文，将NPK传感、物联网与光伏供电结合于水肥一体化控制，方法集成有参考价值，但属实验室\u002F综述层面，公共影响有限且时效偏旧。",[156],{"name":148,"url":145},[27,158,30,159,160],"农业物联网","精准灌溉","光伏农业",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":164},{"candidates":165,"agricultural_evidence":47},[166,174,181,188,195],{"code":33,"score":90,"supported":47,"title":167,"abstract":169,"tags":173},[168],"fertigation",[170,171,30,172,168],"施肥","肥料","fertilizer",[30],{"code":46,"score":175,"supported":47,"title":176,"abstract":177,"tags":180},7,[],[178,179],"精准农业","precision agriculture",[27],{"code":182,"score":175,"supported":47,"title":183,"abstract":184,"tags":187},"I5",[],[185,186],"物联网","IoT",[158],{"code":189,"score":78,"supported":47,"title":190,"abstract":191,"tags":194},"H2",[],[192,193],"土壤","soil",[],{"code":57,"score":22,"supported":14,"title":196,"abstract":197,"tags":198},[],[],[159],[200,201],"ESP32 NPK传感器 水肥一体化","太阳能 智能灌溉 控制器","ESP32NPK传感器水肥一体化-4673",0,{"doi":8,"openalex_id":205,"authors":206,"venue":148,"cited_by_count":203,"oa_url":145,"card":215,"direction":219,"ingested_from":221},"W7221424039",[207,209,211,213],{"name":208,"orcid":8},"Niharika Bodake",{"name":210,"orcid":8},"Akshata Gaurkar",{"name":212,"orcid":8},"Vaishnavi Chavan",{"name":214,"orcid":8},"S. K. Godase",{"tldr":216,"method":217,"finding":218,"direction":219,"opportunity":220},"综述基于NPK传感器、物联网与太阳能的智能水肥一体化控制器，实现精准施肥与远程监控。","ESP32、NPK\u002F土壤湿度\u002FDHT11传感器、Blynk物联网平台与太阳能供电","融合NPK传感、物联网、水肥一体化与可再生能源可优化施肥、节约资源并减少人工。","智慧农业 \u002F 农业物联网","可研究基于实时NPK数据的自动施肥决策算法与闭环控制，替代当前手动开启施肥泵。","openalex","2026-10-11T23:30:16.530895Z",{"id":224,"title":225,"url":226,"summary":227,"summary_zh":228,"content":8,"source_name":148,"source_url":226,"published_at":149,"category":150,"cover_url":8,"hotness":13,"is_selected":14,"score":229,"score_detail":230,"sources":233,"tags":235,"primary_topic":238,"secondary_topics":239,"classification":250,"search_phrases":277,"slug":280,"view_count":203,"doi":8,"paper":281,"created_at":297},4670,"SMART FERTILIZER DISTRIBUTION SYSTEM: A COMPREHENSIVE REVIEW","https:\u002F\u002Fijmert.com\u002Findex.php\u002Fijmert\u002Farticle\u002Fview\u002F334","Agriculture is an important sector for food production and economic development, and the efficient use of fertilizers is essential for achieving better crop growth and productivity. Conventional fertilizer distribution methods largely depend on manual application, which can lead to uneven distribution, excessive fertilizer usage, increased labor requirements, and wastage of agricultural resources. The development of automation and Internet of Things (IoT) technologies has provided new opportunities for improving fertilizer distribution and management in agricultural fields. This review paper presents a comprehensive study of Smart Fertilizer Distribution Systems, focusing on the technologies, control methods, communication techniques, and approaches reported in existing research. Various systems using microcontrollers, IoT devices, wireless communication, web-based platforms, sensors, motor or pump control, driver circuits, and solenoid valves are reviewed. The working principles of automated fertilizer distribution systems and their role in controlling fertilizer flow and reducing manual intervention are discussed. Different communication technologies, including Wi-Fi and other wireless methods, are compared based on their applicability, cost, operating range, reliability, and control capability. The review also examines the major advantages and limitations of existing systems, such as automation, remote operation, improved fertilizer management, reduced labor, network dependency, power requirements, sensor accuracy, and system complexity. A comparative analysis of selected research works is presented to identify the techniques used, their contributions, and the limitations that remain to be addressed. The review further identifies research gaps and discusses future developments such as automatic fertilizer scheduling, multi-zone fertilizer distribution, real-time monitoring, cloud-based data storage, artificial intelligence, machine learning, and integration with renewable energy sources. The study concludes that smart fertilizer distribution can improve the efficiency, accuracy, and sustainability of fertilizer application and has significant potential for future precision agriculture applications.","农业是粮食生产和经济发展的重要部门，而肥料的高效利用对于实现作物更好生长和生产力提升至关重要。传统的肥料分配方法在很大程度上依赖人工施用，这可能导致分配不均、肥料过量使用、劳动力需求增加以及农业资源浪费。自动化和物联网（IoT）技术的发展为改善农田肥料分配与管理提供了新的机遇。本文综述对智能肥料分配系统进行了全面研究，重点关注现有研究中报道的技术、控制方法、通信技术和方法。本文回顾了使用微控制器、物联网设备、无线通信、基于网络的平台、传感器、电机或泵控制、驱动电路和电磁阀的各种系统。讨论了自动化肥料分配系统的工作原理及其在控制肥料流量和减少人工干预方面的作用。基于适用性、成本、工作范围、可靠性和控制能力，比较了包括Wi-Fi和其他无线方法在内的不同通信技术。本综述还考察了现有系统的主要优势和局限性，如自动化、远程操作、改善肥料管理、减少劳动力、网络依赖、功率需求、传感器精度和系统复杂性。本文对选定的研究工作进行了比较分析，以识别所采用的技术、其贡献以及仍有待解决的局限性。本综述进一步指出了研究空白，并讨论了未来发展方向，如自动肥料调度、多区域肥料分配、实时监测、基于云的数据存储、人工智能、机器学习以及与可再生能源的集成。该研究得出结论，智能肥料分配可以提高肥料施用的效率、准确性和可持续性，并在未来精准农业应用中具有巨大潜力。",61,{"impact":91,"substance":153,"depth":231,"authority":91,"freshness":78,"relevant":22,"comment":232},15,"综述性论文系统梳理智能施肥系统的技术路线与研究空白，对智慧农业领域有参考价值，但属文献综述而非原创突破，时效性一般。",[234],{"name":148,"url":226},[27,236,237,158,29],"农业人工智能","精准施肥",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[240,246],{"code":241,"slug":242,"name":243,"path":244,"parent_code":245},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",{"code":182,"slug":247,"name":248,"path":249,"parent_code":245},"agricultural-iot","物联网传感与边缘计算","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-iot",{"status":40,"locked":14,"version":41,"method":42,"evidence":251},{"candidates":252,"agricultural_evidence":47},[253,257,264,269,273],{"code":33,"score":231,"supported":47,"title":254,"abstract":255,"tags":256},[172],[171,172],[237],{"code":241,"score":13,"supported":47,"title":258,"abstract":259,"tags":263},[],[260,261,262],"机器学习","machine learning","artificial intelligence",[236],{"code":182,"score":13,"supported":47,"title":265,"abstract":266,"tags":268},[],[185,267,186],"internet of things",[158],{"code":46,"score":175,"supported":47,"title":270,"abstract":271,"tags":272},[],[178,179],[27],{"code":63,"score":22,"supported":14,"title":274,"abstract":275,"tags":276},[],[],[29],[278,279],"智能施肥系统 物联网","精准施肥 自动化","智能施肥系统物联网-4670",{"doi":8,"openalex_id":282,"authors":283,"venue":148,"cited_by_count":203,"oa_url":226,"card":292,"direction":219,"ingested_from":221},"W7221394563",[284,286,288,290],{"name":285,"orcid":8},"Anjali Manoj Kumbhar",{"name":287,"orcid":8},"Shruti Prashant Kulkarni",{"name":289,"orcid":8},"Snehal Santosh Khune",{"name":291,"orcid":8},"B. B. Godbole",{"tldr":293,"method":294,"finding":295,"direction":219,"opportunity":296},"综述智能施肥系统的技术、控制与通信方法，并指出研究空白与未来方向。","综述基于微控制器、物联网、无线通信、传感器与电磁阀的自动施肥系统研究。","智能施肥可提升施肥效率、精度与可持续性，但存在网络依赖、功耗与传感器精度等局限。","可探索AI驱动的自动施肥调度、多区域分配与云边协同的实时精准施肥系统。","2026-10-11T23:30:16.128775Z",{"id":299,"title":300,"url":301,"summary":302,"summary_zh":303,"content":8,"source_name":148,"source_url":301,"published_at":149,"category":150,"cover_url":8,"hotness":13,"is_selected":14,"score":304,"score_detail":305,"sources":307,"tags":309,"primary_topic":311,"secondary_topics":312,"classification":313,"search_phrases":339,"slug":342,"view_count":343,"doi":8,"paper":344,"created_at":356},4669,"REVIEW ON RENEWABLE ENERGY-BASED SMART FERTIGATION CONTROLLER USING NPK SENSOR","https:\u002F\u002Fijmert.com\u002Findex.php\u002Fijmert\u002Farticle\u002Fview\u002F302","Agriculture will require efficient management of water, fertilizers, and energy to improve crop productivity and support sustainable farming practices. Traditional fertilizer application methods will often depend on manual observation and fixed schedules, which will lead to improper nutrient management, nutrient imbalance, and unnecessary fertilizer usage. Smart fertigation systems will provide an effective approach for addressing these limitations by integrating IoT, soil nutrient sensing, and real-time monitoring technologies. In this review, NPK-based soil monitoring and IoT-enabled fertigation approaches will be studied with emphasis on nitrogen, phosphorus, and potassium monitoring for precision agriculture. The proposed system will use an ESP32 microcontroller, NPK sensor, soil moisture sensor, and DHT11 sensor to monitor soil nutrient and environmental conditions in real time. The collected data will be displayed on an LCD and transmitted through Wi-Fi to the Blynk IoT platform for remote monitoring. Based on real-time NPK readings, the fertilizer requirement will be determined, and the appropriate fertilizer-supply motor will be manually operated. Solar energy will be integrated with a solar charge controller and rechargeable battery to reduce dependence on conventional electricity and support sustainable operation. The reviewed approaches will indicate that the integration of NPK sensors, IoT monitoring, fertigation, and renewable energy will provide a promising solution for improving fertilizer utilization, reducing resource wastage, minimizing manual effort, and supporting sustainable precision agriculture.","农业需要高效管理水、肥料和能源，以提高作物生产力并支持可持续农业实践。传统施肥方法往往依赖人工观察和固定日程，这会导致养分管理不当、养分失衡和不必要的肥料使用。智能水肥一体化系统通过整合物联网（IoT）、土壤养分传感和实时监测技术，为解决这些局限提供了一种有效途径。本文综述了基于氮磷钾（NPK）的土壤监测和物联网水肥一体化方法，重点关注精准农业中的氮、磷、钾监测。所提出的系统将使用ESP32微控制器、NPK传感器、土壤湿度传感器和DHT11传感器实时监测土壤养分和环境条件。采集的数据将显示在LCD上，并通过Wi-Fi传输至Blynk物联网平台进行远程监测。根据实时NPK读数确定肥料需求量，并手动操作相应的供肥电机。将太阳能与太阳能充电控制器和可充电电池集成，以减少对传统电力的依赖并支持可持续运行。综述的方法表明，将NPK传感器、物联网监测、水肥一体化和可再生能源相结合，为提高肥料利用率、减少资源浪费、降低人工投入和支持可持续精准农业提供了一种有前景的解决方案。",46,{"impact":17,"substance":18,"depth":91,"authority":78,"freshness":78,"relevant":22,"comment":306},"综述性论文，提出基于ESP32与NPK传感器的太阳能智能水肥一体化方案，有一定技术参考价值，但属常规技术集成，非重大突破，且期刊权威性一般。",[308],{"name":148,"url":301},[27,185,178,30,310],"可再生能源",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":314},{"candidates":315,"agricultural_evidence":47},[316,321,325,329,333],{"code":33,"score":90,"supported":47,"title":317,"abstract":318,"tags":320},[168],[170,171,30,319,172,168],"养分管理",[30],{"code":46,"score":17,"supported":47,"title":322,"abstract":323,"tags":324},[],[178,179],[27,178],{"code":182,"score":175,"supported":47,"title":326,"abstract":327,"tags":328},[],[185,186],[185],{"code":189,"score":78,"supported":47,"title":330,"abstract":331,"tags":332},[],[192,193],[],{"code":334,"score":58,"supported":47,"title":335,"abstract":336,"tags":338},"H8",[],[337],"可持续农业",[],[340,341],"ESP32 NPK传感器 智能灌溉","太阳能 水肥一体化 控制器","ESP32NPK传感器智能灌溉-4669",2,{"doi":8,"openalex_id":345,"authors":346,"venue":148,"cited_by_count":203,"oa_url":301,"card":351,"direction":219,"ingested_from":221},"W7221368129",[347,348,349,350],{"name":208,"orcid":8},{"name":210,"orcid":8},{"name":212,"orcid":8},{"name":214,"orcid":8},{"tldr":352,"method":353,"finding":354,"direction":219,"opportunity":355},"综述基于NPK传感器与物联网的可再生能源智能水肥一体化控制器方案。","ESP32、NPK\u002F土壤湿度\u002FDHT11传感器、Blynk平台与太阳能供电。","NPK传感+物联网+水肥一体化+可再生能源可提升肥料利用率并减少浪费。","肥料供给仍靠手动，可研究基于实时NPK的自动决策与闭环变量施肥控制。","2026-10-11T23:30:16.034599Z",{"id":358,"title":359,"url":360,"summary":361,"summary_zh":362,"content":8,"source_name":363,"source_url":360,"published_at":364,"category":150,"cover_url":8,"hotness":13,"is_selected":14,"score":365,"score_detail":366,"sources":368,"tags":370,"primary_topic":373,"secondary_topics":374,"classification":375,"search_phrases":402,"slug":405,"view_count":22,"doi":406,"paper":407,"created_at":422},4559,"Comparative analysis of gradient boosting and random forest regressors for nutrient prediction in smart agriculture","https:\u002F\u002Fdoi.org\u002F10.1038\u002Fs41598-026-74825-5","Accurate estimation of nutrient concentrations can support monitoring in hydroponic systems. This study compares Random Forest Regressor (RFR) and Gradient Boosting Regressor (GBR) for predicting nitrogen, phosphorus, and potassium from pH, electrical conductivity, temperature, and relative humidity in a precompiled agricultural sensor dataset. The framework uses mean imputation, correlation-based feature selection, and ensemble regression. Observations were randomly divided into 80% training and 20% test partitions; preprocessing, feature selection, and grid-search optimization with five-fold cross-validation were confined to the training partition. On the held-out test partition, GBR achieved lower MAE and RMSE and higher R² than RFR for all three nutrients. Unweighted arithmetic means of the reported nutrient-specific test metrics were MAE 3.60 versus 4.06, mean nutrient RMSE 4.22 versus 4.90, and mean nutrient R² 0.89 versus 0.84 for GBR and RFR, respectively. These summaries were calculated from the rounded nutrient-specific entries and are not pooled metrics. The comparison rests on one train–test split without quantified variability because fold-level scores were not retained and repeated-seed evaluations were unavailable. Missing acquisition metadata and unverified nutrient units further limit interpretation. The findings support GBR as a candidate for nutrient estimation within this dataset; external validation and operational evaluation are required before use in automated fertigation.","在水培系统中，准确估算养分浓度有助于实现有效监测。本研究基于一个预编译的农业传感器数据集，比较了随机森林回归器（Random Forest Regressor, RFR）与梯度提升回归器（Gradient Boosting Regressor, GBR）在利用pH、电导率、温度和相对湿度预测氮、磷、钾方面的性能。该框架采用均值插补、基于相关性的特征选择和集成回归。观测数据被随机划分为80%的训练集和20%的测试集；预处理、特征选择以及基于五折交叉验证的网格搜索优化均仅限于训练集内进行。在留出的测试集上，GBR对三种养分的预测均取得了比RFR更低的MAE和RMSE以及更高的R²。对报告中各养分测试指标取未加权算术平均值，GBR和RFR的结果分别为：MAE 3.60对4.06，平均养分RMSE 4.22对4.90，平均养分R² 0.89对0.84。这些汇总值系根据四舍五入后的各养分指标计算得出，并非合并指标。该比较仅基于一次训练-测试划分，且未量化变异性，因为未保留折级评分，也无法进行重复随机种子评估。缺失的采集元数据和未经核实的养分单位进一步限制了结果解读。研究结果表明，在该数据集内GBR可作为养分估算的候选方法；在用于自动化施肥之前，仍需进行外部验证和运行评估。","Scientific Reports","2026-10-09T00:00:00Z",63,{"impact":17,"substance":90,"depth":231,"authority":18,"freshness":17,"relevant":22,"comment":367},"方法对比扎实但仅单次划分、缺乏外部验证，属细分领域技术进展，未达每日精选门槛。",[369],{"name":363,"url":360},[27,260,30,371,372],"养分预测","无土栽培",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":376},{"candidates":377,"agricultural_evidence":47},[378,383,387,393,398],{"code":46,"score":20,"supported":47,"title":379,"abstract":381,"tags":382},[380],"smart agriculture",[],[27],{"code":33,"score":175,"supported":47,"title":384,"abstract":385,"tags":386},[],[170,168],[30],{"code":388,"score":52,"supported":47,"title":389,"abstract":390,"tags":392},"B7",[],[391],"hydroponic",[372],{"code":182,"score":58,"supported":47,"title":394,"abstract":395,"tags":397},[],[396],"农业传感",[],{"code":241,"score":22,"supported":14,"title":399,"abstract":400,"tags":401},[],[],[260],[403,404],"随机森林 梯度提升 养分预测","水培 氮磷钾 传感器","随机森林梯度提升养分预测-4559","10.1038\u002Fs41598-026-74825-5",{"doi":406,"openalex_id":408,"authors":409,"venue":363,"cited_by_count":203,"oa_url":360,"card":417,"direction":219,"ingested_from":221},"W7221072509",[410,413,415],{"name":411,"orcid":412},"Shaista Farhat","https:\u002F\u002Forcid.org\u002F0009-0008-9348-8370",{"name":414,"orcid":8},"Dr. Chokka Anuradha",{"name":416,"orcid":8},"Dawit Tafesse Gebreyohannes",{"tldr":418,"method":419,"finding":420,"direction":219,"opportunity":421},"比较梯度提升与随机森林回归器，用水培传感器数据预测氮磷钾浓度。","预处理、相关性特征选择、网格搜索五折交叉验证，对比GBR与RFR。","GBR在三种养分预测上MAE、RMSE更低、R²更高，但仅单次划分且缺变异量化。","可开展多源传感器融合、重复种子评估与外部验证，提升养分预测稳健性并接入自动施肥。","2026-10-10T23:30:07.557842Z",{"id":424,"title":425,"url":426,"summary":427,"summary_zh":8,"content":428,"source_name":429,"source_url":8,"published_at":430,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":365,"score_detail":431,"sources":434,"tags":436,"primary_topic":441,"secondary_topics":442,"classification":443,"search_phrases":473,"slug":476,"view_count":343,"doi":8,"paper":8,"created_at":477},4401,"永昌县以科技破局寒旱农业 — 智慧节水+良种良法打造西北高原现代农业新路","https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7692759630434337321\u002F","甘肃永昌县新城子镇刘克庄村构建泵房自控、水肥一体化、土壤监测、田间气象监测、物联网传输五大智慧农业体系,实现「手机管农田」;东寨镇双桥村浅埋滴灌搭配可降解地膜穴播技术将每亩用水量从 280-300 立方米压减至 200-220 立方米;引进小麦新品种 12 个,春小麦陇春 44 号「揭榜挂帅」试点力争示范田亩产突破 700 公斤。","![Image 1](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-axegupay5k\u002F12d93550385645579927b82829e5b7e8~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=MtVHDXueQJNwxmIMI4ep4noPpeg%3D)\n河西走廊秋风起，永昌县新城子镇刘克庄村的马铃薯田绿浪翻涌。种植大户王泽俊站在地头，掏出手机轻点屏幕，远处出水阀门应声开启。“所有的截止阀、出水阀都是智慧农业，不管在什么地方都可以在手机上操作，省了人力，还省了钱。”王泽俊的话语里，透着新农人的从容与底气。\n\n这幅“手机管农田”的场景，正是永昌县以科技赋能现代农业的生动缩影。近年来，永昌县聚焦“省级乡村振兴样板县”目标，以科技破局、以产业提质、以融合增效，推动农业从“传统种植”向“现代高效”转型，在西北寒旱大地上蹚出一条可复制、可推广的高原现代农业新路。\n\n![Image 2](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002F68d73df7424bc320a29aa38fe598247f~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=%2BGfPKtrMcnwex6FY%2B7lnY2l%2Fatc%3D)\n**智慧节水**\n\n**让每一滴水都精准抵达根系**\n\n永昌地处河西走廊，蒸发量大、水资源紧缺，节水是农业绕不开的命题。\n\n在新城子镇刘克庄村，由泵房自控、水肥一体化、土壤监测、田间气象监测、物联网传输五大体系构成的智慧农业管理系统，全天候采集“四情”数据，水肥供给按需精准调控，彻底改变了昔日大水漫灌、施肥过量的粗放模式。而在东寨镇双桥村精准化农技创新试点，浅埋滴灌搭配可降解地膜穴播技术，将每亩用水量从常规的280至300立方米压减至200至220立方米，全生育期减少2至3次灌溉，每亩节水80立方米以上。铺设的生物可降解地膜120天后自然分解，收割后无需人工回收，杜绝了农田白色污染。\n\n245亩核心试点配齐北斗导航播种、水肥一体化管网、墒情监测仪和全域监控，单套系统可覆盖千亩耕地，仅需一人即可远程调控。节水与增绿，在这片戈壁灌区实现了统一。\n\n![Image 3](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002F9d756288bb0088de5cc517f6397175b9~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=zl4NtRNrjaX8PQ0B5%2BiRCLXUGqs%3D)\n**良种良法**\n\n**把试验田里的答案写进大田**\n\n科技增产，种子是芯片，方法是钥匙。永昌县在小麦种植技术上的探索，正是一条不断迭代、步步升级的路子。\n\n在东寨镇双桥村丰泽园农民种植专业合作社的小麦试验田里，地膜精量穴播、宽幅匀播试验田同步作业，播种机来回穿梭、精准播种。合作社长期钻研小麦种植新技术，从尝试浅埋滴灌小麦技术起步，如今已更新迭代为膜上穴播、膜下滴灌水肥一体化技术。今年采用的生物可降解地膜精量穴播膜下滴灌水肥一体化栽培模式，相比过去技术更加节省种子，一亩地用种量约40斤，用水量节省30%，产量增加20%，增产增收效果显著。在双桥村220亩小麦试验场所，引进小麦新品种12个，播量试验划分每亩60斤、70斤、80斤等梯度，农技人员用数据破除“播种越多产量越高”的旧观念，春小麦陇春44号高产创建“揭榜挂帅”试点同步推进，力争示范田亩产突破700公斤。\n\n在新城子镇邵家庄村千亩冬小麦试验示范基地，针对寒旱灌区水资源匮乏、低温干旱胁迫突出等痛点，核心示范种植济麦44号等品种，设置播期、播量、新品种筛选等多组梯度试验，将精量穴播、干播湿出、动态施肥、黑色地膜与品种筛选深度耦合，形成“种-播-水-肥-膜”一体化技术体系。其中“干播湿出”技术可减少水资源浪费40%，冬小麦越冬存活率提升至95%以上。\n\n在红山窑镇河沿子村，1830亩马铃薯现代农业科技试验示范基地里，30亩试验区引进甘农薯7号、克新等8个品种，开展29项次田间试验：密度试验区里5000株、6000株、7000株三个梯度次第排开，有机肥施用量在1000至3000公斤区间设置5个梯度，4项灌溉量梯度试验为节水精准灌溉积累数据。永昌县农技中心主任丁文庆说：“待9月中旬收获测产后，我们将形成一套适配本地的技术参数，为全县马铃薯生产技术升级提供科学依据。”\n\n从浅埋滴灌到膜上穴播、膜下滴灌水肥一体化，从单一品种到多梯度对比筛选，永昌的良种良法配套体系正日趋成熟。\n\n![Image 4](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002F8dfcb7ea98f68df17b1b13778e93c153~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=SbZKMt%2FmRzhfTwum6tzSnthAfBs%3D)\n**服务下沉**\n\n**让技术从纸面走进田间**\n\n科技落地，关键在人。永昌县推行“县管乡用、下沉到村”服务机制，每名农技人员固定包联行政村、对接十余户种植大户。灌浆期的小麦田里，永昌县农业技术推广服务中心主任丁文庆带领技术小组穿行垄间，卷尺、测墒仪、记录本一刻不离，蹲身拨开麦株记录穗长、穗粒数和土壤湿度，现场为农户讲解“一喷三防”要点。全县累计组织150余人次农技人员下沉一线，指导检修各类农机具1.3万台（套），计划推广小麦浅埋滴灌20万亩以上、玉米宽窄行20万亩以上、马铃薯垄膜滴灌6万亩以上，目前已落实小麦浅埋滴灌9.2万亩。\n\n在红山窑镇高古城村，县科协把科普下乡活动办到田间地头，农技专家面对面讲解高原夏菜水肥管理与病虫害防控，本土种植户现场演示无人机植保作业，理论宣讲与实操实训深度融合，打通了农技科普服务“最后一公里”。丰泽园农民种植专业合作社负责人张琰忠感慨：“从前种地凭经验，如今农技人员常态化驻田，每一项管理措施都有数据支撑。”\n\n![Image 5](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002F74d5c638e987466d7506e20d5127fb24~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=mdDszQ0hXPFOFFBFJoIiBpl%2BLd0%3D)\n**产业融合**\n\n**从一粒种到一条链**\n\n科技的力量，不止于田间。在水源镇方沟村，翻新升级后的日光温室大棚里，西葫芦、小乳瓜挂满藤蔓，种植户利用部分温室开展育苗，多元种植搭配设施提质，还吸纳周边群众就近务工。永昌县重点发展宜机化钢架大棚与高标准日光温室，着力打造西河片区特色食用菌、城郊片区集约化育苗、东河片区反季节瓜菜、清河片区“春提早秋延后”高原夏菜四个设施种植业集群发展带。2026年计划新建日光温室353座、钢架大棚1064座，更新改造日光温室175座。\n\n在畜牧领域，甘肃元生农牧科技有限公司聚焦肉羊良种繁育，集成精液采集、稀释、保鲜、精准输精等关键技术，依托胚胎工程打通优质种源快速繁育通道。永昌县深挖“永昌肉羊”国家地理标志产品优势，整合养殖、繁育、加工、流通全产业链数据，搭建从“牧场到餐桌”的全程追溯体系，让优质肉羊凭借“甘味”品牌走向更广阔的市场。立足国家级现代农业产业园建设，永昌紧扣“世界奶绵羊之窗”定位，力争年底奶绵羊养殖规模达7万只，推动羊产业向全链条融合迈进。\n\n全县统筹推进生物育种产业化布局，在水源、六坝两镇规模化开展转基因玉米示范种植，形成小麦、马铃薯、玉米多元的粮食科技提升格局，丰富“牛羊菜果薯药粮种”八大产业科技支撑体系。\n\n从新城子镇的智慧薯田到双桥村的节水麦浪，从邵家庄村的冬小麦试验到河沿子村的马铃薯攻关，从方沟村的大棚四季到元生公司的良种繁育，永昌县以智慧农田建设为核心抓手，持续加大农业数字化基础设施投入，推广智能物联网管控模式，扩大智慧农业覆盖范围。站在“十五五”开局的新起点，这片曾经“靠天吃饭”的寒旱之地，正用科技重新定义耕耘——数据在云端奔跑，阀门在指尖开合，良种在试验田里比拼，农技人员的脚步丈量着每一块地头。农业强、农村美、农民富的振兴图景，正在永昌沃野上徐徐铺展。\n\n![Image 6: 图片](https:\u002F\u002Fp3-sign.toutiaoimg.com\u002Ftos-cn-i-tjoges91tu\u002Fd0ce336604fc90ef9437d20b22b06d42~tplv-tt-origin-web:gif.jpeg?_iz=58558&from=article.pc_detail&lk3s=953192f4&x-expires=1792022866&x-signature=0YjY2roixNeBRjKaS%2BUMSiIxed8%3D)\n来源：爱永昌客户端\n\n编辑：常远\n\n责编：刘欢欢\n\n审核：谢晓玲","今日头条 金昌发布 2026-10-04","2026-10-04T00:00:00Z",{"impact":153,"substance":432,"depth":153,"authority":78,"freshness":21,"relevant":22,"comment":433},20,"县域寒旱农业科技转型的扎实报道，节水、良种、农技下沉数据具体，但属地方动态，全国性影响有限。",[435],{"name":429,"url":426},[27,437,30,438,439,440],"种业振兴","寒旱农业","可降解地膜","良种良法",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":444},{"candidates":445,"agricultural_evidence":47},[446,450,454,460,464,468],{"code":33,"score":52,"supported":47,"title":447,"abstract":448,"tags":449},[],[30],[30],{"code":46,"score":52,"supported":47,"title":451,"abstract":452,"tags":453},[],[27],[27],{"code":455,"score":58,"supported":47,"title":456,"abstract":457,"tags":459},"A2",[],[458],"小麦",[],{"code":189,"score":58,"supported":47,"title":461,"abstract":462,"tags":463},[],[192],[],{"code":182,"score":58,"supported":47,"title":465,"abstract":466,"tags":467},[],[185],[],{"code":469,"score":343,"supported":14,"title":470,"abstract":471,"tags":472},"F1",[],[],[437,440],[474,475],"永昌县 智慧节水 马铃薯","陇春44号 小麦 揭榜挂帅","永昌县智慧节水马铃薯-4401","2026-10-08T00:06:56.970004Z"]