[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3745":3,"related-3745":62},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":8,"published_at":11,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"primary_topic":31,"secondary_topics":37,"classification":38,"search_phrases":56,"slug":59,"view_count":60,"doi":8,"paper":8,"created_at":61},3745,"以赛赋能传匠心 科技助茶促振兴","https:\u002F\u002Fcys.aaas.org.cn\u002F4304505\u002F71246029.html","9月21日至23日黟县第二届干臣杯手工红茶制作大赛在洪星乡成功举办。安徽农科院茶叶所加工团队成员为赛事提供技术指导，设置理论考试、现场技能考核、干茶品质等模块，来自杭州、绍兴、六安及黄山各区县30余名茶人同台竞技。",null,"为传承传统手工红茶制作技艺，规范制茶工艺标准，培育专业制茶人才，助推黟县红茶产业标准化、精品化发展，2026年9月21日至23日，黟县第二届“干臣杯”手工红茶制作大赛在洪星乡成功举办。本次赛事由黟县人力资源和社会保障局、黟县洪星乡人民政府主办，院茶叶所加工团队成员王辉、刘亚芹为赛事提供技术指导。\n\n大赛立足制茶人才综合能力培养，设置理论考试、现场技能考核、干茶品质等模块，来自杭州、绍兴、六安及黄山各区县30余名茶人同台竞技。赛事全程，专家团队驻场把关，主导技术标准、竞赛流程规范、茶叶审评等核心工作，严守赛事公平、公正、专业准则，保障赛事公信力。大赛以赛促学、以赛促训、以赛促改，既是制茶技能竞技，更是精准落地的技能人才培育。\n\n下一步，院茶叶所将持续深化属地服务职能，坚持以茶农需求为导向、以产业发展为牵引，常态化下沉基层开展技术帮扶、技能培训、工艺完善、品种优化等产学研服务。以科技赋能、人才赋能、技术赋能持续为安徽省茶产业高质量发展注入新动能。","安徽省农业科学院茶叶研究所","2026-09-23T12:00:00Z","报道",10,false,46,{"impact":17,"substance":18,"depth":19,"authority":13,"freshness":20,"relevant":21,"comment":22},8,12,9,7,1,"县级制茶技能赛事，有院所技术指导与产学研服务内容，但属地方动态、信息增量有限，不宜进入每日精选。",[24],{"name":10,"url":6},[26,27,28,29,30],"茶产业","科技助农","红茶","制茶技艺","技能大赛",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},"B3","tea-coffee","茶叶与咖啡","\u002Ftopic\u002Fhorticulture\u002Ftea-coffee","B",[],{"status":39,"locked":14,"version":40,"method":41,"evidence":42},"classified","2026-10-22.2","rules",{"candidates":43,"agricultural_evidence":46},[44,51],{"code":32,"score":45,"supported":46,"title":47,"abstract":48,"tags":50},4,true,[],[49],"茶叶",[26],{"code":52,"score":21,"supported":14,"title":53,"abstract":54,"tags":55},"G1",[],[],[27],[57,58],"黟县 干臣杯 手工红茶大赛","安徽省农科院 茶叶所 黟县 红茶","黟县干臣杯手工红茶大赛-3745",3,"2026-09-29T00:08:25.180791Z",{"total":63,"page":21,"page_size":63,"items":64},6,[65,124,165,200,266,323],{"id":66,"title":67,"url":68,"summary":69,"summary_zh":8,"content":70,"source_name":71,"source_url":8,"published_at":72,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":73,"score_detail":74,"sources":78,"tags":80,"primary_topic":85,"secondary_topics":86,"classification":92,"search_phrases":119,"slug":122,"view_count":21,"doi":8,"paper":8,"created_at":123},2489,"云南保山市茶叶产业科技特派团项目推进会召开(9-8)","https:\u002F\u002Fwww.sohu.com\u002Fa\u002F1073922246_121106902","9 月 8 日云南省保山市茶叶产业科技特派团项目推进会在保山市农科院召开,中国农科院茶叶所、云南省农科院茶叶所专家,市科技局、市农业农村局领导,市、县项目实施单位技术骨干参会。科技特派团团长陈林波研究员重点交流了特派团创新构建的三项工作机制:一是联农带农增收机制(订单保收、技术托管、入股分红、务工就业);二是科技成果转化机制(智慧茶园建设、古茶树保护性开发、制茶工艺改良);三是科技金融与政策机制。会后实地调研保山市农科院茶树种质资源圃和凤溪茶山。","## 集聚科创资源 聚力茶业提质—云南省保山市茶叶产业科技特派团项目推进会顺利召开\n\n2026-09-09 16:27 来源: [云贵高原生活指南](https:\u002F\u002Fwww.sohu.com\u002F)\n\n发布于：北京市\n\n为推动云南省保山市茶叶产业科技特派团项目落地见效，破解产业发展技术瓶颈，汇聚多方科创力量赋能茶产业转型升级，9月8日，该项目推进会在保山市农业科学研究院召开。中国农业科学院茶叶研究所、云南省农业科学院茶叶研究所专家，市科学技术局、市农业农村局领导，市、县项目实施单位技术骨干 参会。\n\n![Image 1](https:\u002F\u002Fq9.itc.cn\u002Fq_70\u002Fimages03\u002F20260909\u002F0f3f1446f37d44d8845037470911ea73.jpeg)\n\n会上，主管部门领导充分肯定了科技特派团前期开展的工作，并围绕技术攻关、示范基地建设、基层技术服务等重点任务作了工作交流。项目团队负责人汇报了现阶段实施成效，梳理了现存短板。各参与单位负责人围绕良种推广、绿色栽培、精深加工、品牌培育等内容汇报了工作进展。全体参会人员针对产业技术难题深入开展了研讨交流，共商解决举措。\n\n![Image 2](https:\u002F\u002Fq6.itc.cn\u002Fq_70\u002Fimages03\u002F20260909\u002F295f0648e7f849aca8bf9a8abfc007a1.jpeg)\n\n科技特派团团长陈林波研究员重点交流了特派团创新构建的三项工作机制。一是积极探索联农带农增收机制，依托订单保收、技术托管、入股分红、务工就业等模式，搭建稳定利益共同体，拓宽茶农增收渠道。二是积极探索科技成果转化机制，聚焦智慧茶园建设、古茶树保护性开发、制茶工艺改良等重点工作，打通技术落地的最后一公里。三是积极探索科技金融与政策机制，对接涉农信贷资源，申报产业扶持项目，做好惠农政策宣讲，纾解茶企发展难题。\n\n![Image 3](https:\u002F\u002Fq0.itc.cn\u002Fq_70\u002Fimages03\u002F20260909\u002F3359bbc36023475fbe735b0bf51e1a48.jpeg)\n\n会后，参会人员实地调研了保山市农业科学研究院茶树种质资源圃和凤溪茶山，详细查看了种质资源保存、良种繁育、茶园管护及示范基地建设情况，在现场开展了技术交流指导，精准掌握了一线生产实际，为后续技术示范和成果落地奠定了坚实基础。\n\n![Image 4](https:\u002F\u002Fq1.itc.cn\u002Fq_70\u002Fimages03\u002F20260909\u002Fc9b8194d355d4cee890dd95b53488eb2.jpeg)\n\n本次会议搭建起了国家、省级科研院所与市、县农技部门协同联动的交流平台，明晰了后续工作路径。下一步，各参与单位将紧扣保山茶产业发展需求，落实各项工作任务，依托三项创新机制，推进绿色茶园管护、新品种新技术示范、茶农技能培训等工作，加速科技成果落地应用，以科技创新助力全市茶产业高质量发展。\n\n作者：成雅容\n\n审核：李 林[返回搜狐，查看更多](https:\u002F\u002Fwww.sohu.com\u002F?strategyid=00001 \"点击进入搜狐首页\")","搜狐 2026-09-09","2026-09-08T16:00:00Z",47,{"impact":13,"substance":75,"depth":18,"authority":63,"freshness":76,"relevant":21,"comment":77},14,5,"地市级茶产业科技特派团推进会，涉及智慧茶园、古茶树保护与成果转化机制，有实质内容但层级与增量有限，可作为行业动态收录。",[79],{"name":71,"url":68},[81,26,82,83,84],"联农带农","科技特派团","科技成果转化","智慧茶园",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[87],{"code":52,"slug":88,"name":89,"path":90,"parent_code":91},"extension-transfer","农技推广与成果转化","\u002Ftopic\u002Frural-services\u002Fextension-transfer","G",{"status":39,"locked":14,"version":40,"method":41,"evidence":93},{"candidates":94,"agricultural_evidence":46},[95,102,108,113],{"code":52,"score":96,"supported":46,"title":97,"abstract":99,"tags":101},16,[98],"科技特派",[100,98],"成果转化",[83,82],{"code":32,"score":103,"supported":46,"title":104,"abstract":105,"tags":107},15,[49],[49,106],"茶树",[26],{"code":109,"score":45,"supported":46,"title":110,"abstract":111,"tags":112},"G4",[],[81],[81],{"code":114,"score":60,"supported":46,"title":115,"abstract":116,"tags":118},"F1",[],[117],"种质资源",[],[120,121],"科技成果转化 科技特派团 智慧茶园 联农带农","科技成果转化 科技特派团","科技成果转化科技特派团智慧茶园联农带农-2489","2026-09-15T00:04:25.937956Z",{"id":125,"title":126,"url":127,"summary":128,"summary_zh":8,"content":8,"source_name":129,"source_url":8,"published_at":72,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":130,"score_detail":131,"sources":134,"tags":136,"primary_topic":140,"secondary_topics":141,"classification":142,"search_phrases":159,"slug":162,"view_count":163,"doi":8,"paper":8,"created_at":164},2488,"云南省农科院普洱分院调研会召开 双院长制下共谋'十五五'科技兴农新篇章(9-7~8)","http:\u002F\u002Fnkytest.yaas.org.cn\u002Fview\u002Ffront.article.articleView\u002F74126\u002F6\u002F600.html","9 月 7-8 日云南省农科院茶叶所所长、云南省农科院普洱分院院长申时全一行赴普洱市开展专题调研并召开工作会议。普洱分院 2026 年 7 月 29 日举办的云南省林下经济'政科企'普洱专场对接活动中成立,设在普洱市农业科学研究所,实行双院长制。调研组先后前往农业农村部作物种质资源普洱野外科学观测研究站、茶树种质资源圃、咖啡种质资源圃、牛油果立体复合种植示范基地、茶叶加工车间等。在茶叶领域重点围绕抹茶、碾茶、新茶饮、营养健康、精深加工产品开发等市场需求,联合开展关键技术攻关与成果转化应用。","云南省农科院 2026-09-09",56,{"impact":75,"substance":132,"depth":18,"authority":18,"freshness":76,"relevant":21,"comment":133},13,"省级科研机构地市级调研通稿，涉及双院长制与茶咖种质资源、精深加工等实质内容，但层级与增量有限，可作主题聚合素材而非每日精选。",[135],{"name":129,"url":127},[117,137,26,138,139],"院地合作","科技兴农","咖啡产业",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":143},{"candidates":144,"agricultural_evidence":46},[145,151,155],{"code":32,"score":146,"supported":46,"title":147,"abstract":148,"tags":150},11,[],[49,106,149],"咖啡",[139,26],{"code":52,"score":76,"supported":46,"title":152,"abstract":153,"tags":154},[],[100],[138,137],{"code":114,"score":45,"supported":46,"title":156,"abstract":157,"tags":158},[],[117],[117],[160,161],"咖啡产业 种质资源 科技兴农 院地合作","咖啡产业 种质资源","咖啡产业种质资源科技兴农院地合作-2488",2,"2026-09-15T00:04:25.806342Z",{"id":166,"title":167,"url":168,"summary":169,"summary_zh":8,"content":8,"source_name":170,"source_url":8,"published_at":171,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":130,"score_detail":172,"sources":174,"tags":176,"primary_topic":181,"secondary_topics":182,"classification":183,"search_phrases":195,"slug":198,"view_count":21,"doi":8,"paper":8,"created_at":199},2391,"云南茶叶所赴云南省魔芋生物学重点实验室开展跨界合作 探索茶+魔芋共创新路径","http:\u002F\u002Fnkytest.yaas.org.cn:8888\u002Fview\u002Ffront.article.articleView\u002F74129\u002F6\u002F600.html","9月8日云南省农科院茶叶所副所长刘本英研究员率质量安全与检验检测中心张阳博士、新茶饮中心何舟阳博士前往昆明学院云南省魔芋生物学重点实验室开展交流合作。双方一致认为云南作为中国茶叶和魔芋的重要产区，茶与魔芋在功能成分开发、大健康产业等领域具有广阔的合作空间。","云南省农业科学院 | 2026-09-08","2026-09-08T00:00:00Z",{"impact":18,"substance":132,"depth":18,"authority":132,"freshness":63,"relevant":21,"comment":173},"省级科研机构间的跨界交流，方向明确但尚处意向阶段，缺乏具体合作成果与数据，可作为行业动态收录。",[175],{"name":170,"url":168},[26,177,178,179,180],"魔芋","跨界合作","功能成分","大健康",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":184},{"candidates":185,"agricultural_evidence":46},[186,190],{"code":32,"score":18,"supported":46,"title":187,"abstract":188,"tags":189},[49],[49],[26],{"code":191,"score":45,"supported":46,"title":192,"abstract":193,"tags":194},"E2",[],[179],[179],[196,197],"功能成分 跨界合作 大健康 茶产业","功能成分 跨界合作","功能成分跨界合作大健康茶产业-2391","2026-09-14T00:06:30.686456Z",{"id":201,"title":202,"url":203,"summary":204,"summary_zh":205,"content":8,"source_name":206,"source_url":203,"published_at":207,"category":208,"cover_url":8,"hotness":13,"is_selected":14,"score":209,"score_detail":210,"sources":213,"tags":215,"primary_topic":220,"secondary_topics":221,"classification":222,"search_phrases":242,"slug":245,"view_count":246,"doi":247,"paper":248,"created_at":265},5479,"Comparative Scientific Evaluation of Five Coffee Cooperative Organizations in Oromia, Ethiopia: Digital Traceability, Value Conversion, Institutional Dependencies and Five-Year Transformation Strategies","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23504407","Comparative Scientific Evaluation of Five Coffee Cooperative Organizations in Oromia, Ethiopia: Digital Traceability, Value Conversion, Institutional Dependencies and Five-Year Transformation Strategies Authors: Kedir Nefo Biftu, Kebede Hail, and Tadila Tadessa QajelaPublication year: 2026Publication type: Comparative scientific research article \u002F Preprint Description This scientific article presents a comparative evaluation of five coffee cooperative organizations in Oromia, Ethiopia: Chercher Oda Bultum Farmers Cooperative Union, Homa Multipurpose Farmers Cooperative, Kata Muduga Multipurpose Farmers Cooperative Union, Torban Anfillo Multipurpose Farmers Cooperative Union, and Sadetan Chora Farmers Cooperative Union. The research investigates variability in biological production, institutional organization, processing efficiency, digital traceability, product quality, market participation and financial value realization. The study uses institutional questionnaires, cooperative administrative records and previously developed case assessments, supported by recent international, African and Ethiopian scientific literature. Its integrated analytical framework comprises 18 end-to-end value-chain components, nine value-creation and conversion gates, three institutional levels and the eight-stage Big Win methodology. The comparative results demonstrate significant differences in organizational scale, coffee-growing ecology, farmer registration, geospatial mapping, production measurement, processing infrastructure, quality assurance, certification, export-market participation, financial settlement and digital readiness. The findings also identify common weaknesses in upstream traceability, data consistency, coffee-lot genealogy, processing mass balance, producer-level quality differentiation and verifiable links between commercial transactions and farmer payments. The scientific discussion examines how biological productivity, environmental sustainability, quality conservation, processing efficiency, value addition, buyer acceptance, and realized commercial value depend on reliable institutional coordination and information exchange. The analysis draws on recent research concerning digitalization and sustainability (Hidalgo et al., 2023), Ethiopian coffee traceability and buyer trust (Mbakop et al., 2023), digital traceability capabilities (Tadesse et al., 2024), geographical-origin compliance (Urugo et al., 2025), Ethiopian coffee-quality differentiation (Worku, Astatkie, and Boeckx, 2023), and sustainability performance in southwestern Oromia (Botola, Werke, and Birbirsa, 2026). International institutional frameworks from the International Coffee Organization, UNIDO, FAO, GS1, and ISO inform the proposed approaches to value-chain resilience, circular resource management, digital interoperability, and product traceability. The article proposes an integrated Smart Digital Coffee Value Chain architecture linking market intelligence, genetic resources, nursery development, producer and plot identity, extension services, production, harvesting, aggregation, processing, quality assurance, storage, certification, market contracts, buyer acceptance, financial settlement and feedback. A five-year scientific transformation proposal identifies differentiated improvement priorities for each organization, together with harmonized Business Requirements (BR), Functional Requirements (FR), institutional data dependencies, Key Performance Indicators (KPIs), Key Risk Indicators (KRIs) and corrective and preventive actions. The principal scientific contribution is a comparative framework demonstrating how cooperative organizations with different ecological, institutional, and commercial characteristics can implement a common, interoperable digital value-chain system while following locally appropriate transformation pathways. The study contributes to scientific understanding of cooperative value-chain performance, digital agriculture, institutional coordination, biological and economic efficiency, environmental sustainability and commercial value realization. The findings are based principally on documentary and organizational evidence. Reported performance indicators are distinguished from calculated measures and proposed interventions. Differences in reporting periods, measurement units and data completeness limit direct statistical comparability, while the proposed five-year improvements require implementation and independent evaluation. Keywords Smart Digital Coffee Value Chain; Comparative Scientific Evaluation; Oromia; Ethiopia; Coffee Cooperative Unions; Chercher Oda Bultum; Homa Cooperative; Kata Muduga; Torban Anfillo; Sadetan Chora; Digital Traceability; Value Creation; Value Conservation; Value Addition; Biological Efficiency; Economic Efficiency; Institutional Dependency; Big Win Methodology; Sustainable Coffee Production.","埃塞俄比亚奥罗米亚地区五家咖啡合作社组织的比较科学评估：数字可追溯性、价值转化、制度依赖与五年转型战略\n\n作者：Kedir Nefo Biftu、Kebede Hail、Tadila Tadessa Qajela\n\n出版年份：2026年\n\n出版类型：比较科学研究论文\u002F预印本\n\n描述\n\n本科学论文对埃塞俄比亚奥罗米亚地区五家咖啡合作社组织进行了比较评估：Chercher Oda Bultum农民合作社联盟、Homa多用途农民合作社、Kata Muduga多用途农民合作社联盟、Torban Anfillo多用途农民合作社联盟和Sadetan Chora农民合作社联盟。该研究考察了生物生产、制度组织、加工效率、数字可追溯性、产品质量、市场参与和财务价值实现方面的变异性。研究采用机构问卷、合作社行政记录和先前开发的案例评估，并以近期国际、非洲和埃塞俄比亚科学文献为支撑。其综合分析框架由18个端到端价值链组成部分、九个价值创造与转化关口、三个制度层面和八阶段“大赢”方法组成。比较结果揭示了在组织规模、咖啡种植生态、农民登记、地理空间测绘、生产计量、加工基础设施、质量保证、认证、出口市场参与、财务结算和数字准备度方面存在显著差异。研究结果还识别了上游可追溯性、数据一致性、咖啡批次谱系、加工物料平衡、生产者层面质量分级以及商业交易与农民付款之间可验证联系方面的共同弱点。科学讨论审视了生物生产力、环境可持续性、质量保持、加工效率、价值增值、买方接受度和已实现商业价值如何依赖于可靠的制度协调和信息交换。分析借鉴了近期关于数字化与可持续性（Hidalgo等，2023）、埃塞俄比亚咖啡可追溯性与买方信任（Mbakop等，2023）、数字可追溯能力（Tadesse等，2024）、地理原产地合规（Urugo等，2025）、埃塞俄比亚咖啡质量分级（Worku","Zenodo (CERN European Organization for Nuclear Research)","2026-10-20T00:00:00Z","论文",59,{"impact":17,"substance":211,"depth":103,"authority":19,"freshness":19,"relevant":21,"comment":212},18,"该研究以埃塞俄比亚咖啡合作社为对象，提出数字价值链框架，方法有一定新意，但属区域性案例研究，对国内三农信息化仅有间接参考价值。",[214],{"name":206,"url":203},[216,217,218,219,139],"数字农业","价值链","合作社","数字溯源",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":223},{"candidates":224,"agricultural_evidence":46},[225,230,236],{"code":32,"score":103,"supported":46,"title":226,"abstract":228,"tags":229},[227],"coffee",[149,227],[139],{"code":231,"score":45,"supported":46,"title":232,"abstract":233,"tags":235},"G2",[],[234],"农民合作社",[218],{"code":237,"score":45,"supported":46,"title":238,"abstract":239,"tags":241},"I1",[],[240],"digital agriculture",[216],[243,244],"埃塞俄比亚 咖啡合作社 数字溯源","咖啡产业 数字农业 数字溯源 价值链","埃塞俄比亚咖啡合作社数字溯源-5479",0,"10.5281\u002Fzenodo.23504407",{"doi":247,"openalex_id":249,"authors":250,"venue":206,"cited_by_count":246,"oa_url":203,"card":257,"direction":263,"ingested_from":264},"W7223041235",[251,253,255],{"name":252,"orcid":8},"Kedir Biftu",{"name":254,"orcid":8},"Kebede Hailu",{"name":256,"orcid":8},"Tadila Tadessa Qajela",{"tldr":258,"method":259,"finding":260,"direction":261,"opportunity":262},"比较埃塞俄比亚奥罗米亚五个咖啡合作社的数字化追溯与价值转化差异。","机构问卷、合作社行政记录与案例评估，构建18环节价值链分析框架。","各社在组织规模、数字追溯与支付可验证性差异显著，上游追溯普遍薄弱。","数字乡村与农业信息化","可研究小农户合作社低成本数字追溯与批次谱系方案，打通交易与农户付款的可验证链路。","智慧农业 \u002F 农业物联网","openalex","2026-10-21T23:30:09.167175Z",{"id":267,"title":268,"url":269,"summary":270,"summary_zh":271,"content":8,"source_name":206,"source_url":269,"published_at":207,"category":208,"cover_url":8,"hotness":13,"is_selected":14,"score":272,"score_detail":273,"sources":276,"tags":278,"primary_topic":283,"secondary_topics":284,"classification":285,"search_phrases":306,"slug":309,"view_count":246,"doi":310,"paper":311,"created_at":322},5477,"Smart Digital Coffee Value Chain Transformation: A Scientific Implementation Manual for Kata Muduga Multipurpose Farmers Cooperatives Union, Oromia, Ethiopia Authors: Kedir Nefo Biftu, Kebede Hail, and Tadila Tadessa Qajela","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23488198","Smart Digital Coffee Value Chain Transformation: A Scientific Implementation Manual for Kata Muduga Multipurpose Farmers Cooperatives Union, Oromia, EthiopiaAuthors: Kedir Nefo Biftu, Kebede Hail, and Tadila Tadessa Qajela Publication year: 2026 Publication type: Scientific technical manual and five-year strategic implementation guide DescriptionThis 30-page scientific implementation manual provides a practical, evidence-based framework for transforming the coffee value chain of Kata Muduga Multipurpose Farmers Cooperatives Union in Jimma Zone, Oromia, Ethiopia. The manual translates institutional assessment findings, scientific knowledge, digital-system requirements, and value-chain management principles into operational procedures suitable for cooperative organizations and other agricultural value-chain institutions. The manual draws on the Union's institutional questionnaire completed on 7 October 2026 and relevant scientific publications on international, African, and Ethiopian coffee production, processing, traceability, sustainability, and cooperative development. Its integrated methodological structure consists of 18 end-to-end coffee value-chain components, nine value-creation and conversion points, three institutional levels, and eight stages of the Big Win delivery methodology. The institutional baseline includes 28,164 members, 61,270 hectares of coffee-growing land, 49,287 productive hectares, an annual production of 315,337 quintals, 62 washing and collection facilities, 5,127 GPS-mapped farms, and reported direct-export experience. The manual evaluates these existing institutional capacities and identifies priority gaps in farmer-level digital identification, planting-material genealogy, production information, product traceability, processing utilization, quality testing, environmental compliance, market contracts, payment verification, and coordinated performance management. It establishes differentiated responsibilities for three institutional levels: Core value-chain actors: Farmers, primary cooperatives, cooperative unions, processors, exporters, and buyers responsible for biological production, collection, processing, commercial transactions, and payment. Supporting institutions: Research centers, agricultural extension services, financial institutions, quality laboratories, logistics providers, and digital technology organizations responsible for specialized technical and operational services. Policy and enabling institutions: The Oromia Cooperative Promotion Commission, agricultural and trade bureaus, regulatory organizations, and regional and national governments responsible for governance, standards, policy coordination, and enabling infrastructure. The manual specifies practical Business Requirements (BR), Functional Requirements (FR), data ownership, information exposing and consuming relationships, interoperable digital identification, transaction records, quality assurance, institutional accountability, and measurable performance indicators. Recent international and African experiences are incorporated to identify transferable best practices in cooperative modernization, agricultural digitalization, specialty-coffee differentiation, sustainable production, traceability, and circular value creation. The proposed five-year implementation roadmap applies the Big Win methodology through Direction, Mini-Lab, Open Day, Roadmap, KPI\u002FKRI Development, Implementation, Verification, and Annual Performance Reporting. Implementation priorities include reliable farmer and farm registration, verified production data, digital collection receipts, coffee-lot genealogy, quality-preserving processing, transparent market contracts, buyer acceptance, producer-payment reconciliation, and feedback-driven corrective actions. The principal contribution of this manual is a structured and adaptable implementation model for converting agricultural production potential into traceable products, conserved quality, added commercial value, accepted market transactions, and realized producer benefits. The manual is designed for practical application by farmers, cooperatives, cooperative unions, researchers, government organizations, development partners, technology developers, exporters, and investors in Ethiopia, Africa, and other coffee-producing regions. It serves as an operational companion to the scientific case study and provides guidance for institutional capacity development, digital-system implementation, monitoring, evaluation, and replication of verified best practices. The five-year roadmap and performance targets represent proposed interventions requiring stakeholder approval, practical implementation, and independent validation. KeywordsSmart Digital Coffee Value Chain; Kata Muduga; Scientific Implementation Manual; Coffee Cooperatives; Jimma; Oromia; Ethiopia; Digital Agriculture; Value Creation; Value Conservation; Value Addition; Biological Efficiency; Economic Efficiency; Business Requirements; Functional Requirements; Institutional Dependency; Big Win Methodology; CAPA; Coffee Sustainability.","智能数字咖啡价值链转型：埃塞俄比亚奥罗米亚州Kata Muduga多用途农民合作社联盟科学实施手册\n\n作者：Kedir Nefo Biftu、Kebede Hail 和 Tadila Tadessa Qajela\n出版年份：2026年\n出版类型：科学技术手册与五年战略实施指南\n\n描述\n\n这本30页的科学实施手册为埃塞俄比亚奥罗米亚州吉马地区的Kata Muduga多用途农民合作社联盟的咖啡价值链转型提供了一个实用的、基于证据的框架。该手册将机构评估结果、科学知识、数字系统要求和价值链管理原则转化为适用于合作社组织及其他农业价值链机构的操作程序。该手册依据该联盟于2026年10月7日完成的机构问卷，以及有关国际、非洲和埃塞俄比亚咖啡生产、加工、可追溯性、可持续性和合作社发展的相关科学出版物。其综合方法结构由18个端到端咖啡价值链组成部分、九个价值创造与转化点、三个机构层级以及“大赢”（Big Win）交付方法的八个阶段组成。机构基线包括28，164名成员、61，270公顷咖啡种植土地、49，287公顷生产性土地、年产量315，337公担、62个水洗和收集设施、5，127个经GPS测绘的农场，以及已报告的直接出口经验。该手册评估了这些现有机构能力，并识别出农民层面数字身份识别、种植材料谱系、生产信息、产品可追溯性、加工利用率、质量检测、环境合规、市场合同、付款验证和协调绩效管理等方面的优先差距。该手册为三个机构层级确立了差异化责任：核心价值链参与者：负责生物生产、收集、加工、商业交易和付款的农民、初级合作社、合作社联盟、加工商、出口商和买家。支持性机构：负责专业技术和运营服务的研究中心、农业推广服务机构、金融机构、质量实验室、物流服务提供商和数字技术组织。政策与赋能机构：奥罗",79,{"impact":211,"substance":274,"depth":211,"authority":18,"freshness":19,"relevant":21,"comment":275},22,"该手册面向埃塞俄比亚咖啡合作社，提供数字化价值链实施框架，数据详实、方法结构清晰，对农业信息化有参考价值，但属区域性案例，影响范围有限。",[277],{"name":206,"url":269},[216,279,280,281,282],"智慧农业","咖啡产业链","农业合作社","产品溯源",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":286},{"candidates":287,"agricultural_evidence":46},[288,292,298,302],{"code":32,"score":75,"supported":46,"title":289,"abstract":290,"tags":291},[227],[149,227],[],{"code":52,"score":63,"supported":46,"title":293,"abstract":294,"tags":297},[],[295,296],"农业推广","agricultural extension",[],{"code":237,"score":76,"supported":46,"title":299,"abstract":300,"tags":301},[],[240],[216,279],{"code":231,"score":60,"supported":46,"title":303,"abstract":304,"tags":305},[],[234],[],[307,308],"Kata Muduga 咖啡 合作社","埃塞俄比亚 咖啡 数字价值链","KataMuduga咖啡合作社-5477","10.5281\u002Fzenodo.23488198",{"doi":310,"openalex_id":312,"authors":313,"venue":206,"cited_by_count":246,"oa_url":269,"card":317,"direction":263,"ingested_from":264},"W7223028195",[314,315,316],{"name":252,"orcid":8},{"name":254,"orcid":8},{"name":256,"orcid":8},{"tldr":318,"method":319,"finding":320,"direction":261,"opportunity":321},"为埃塞俄比亚咖啡合作社联盟制定数字化价值链转型的科学实施手册。","基于机构问卷与文献，构建18个价值链环节、三级机构与八阶段交付方法。","识别出农户数字身份、溯源、质检与支付核验等优先数字化缺口。","可研究小农户合作社场景下低成本溯源与数字身份落地的效果评估。","2026-10-21T23:30:08.879737Z",{"id":324,"title":325,"url":326,"summary":327,"summary_zh":328,"content":8,"source_name":206,"source_url":326,"published_at":329,"category":208,"cover_url":8,"hotness":13,"is_selected":14,"score":330,"score_detail":331,"sources":333,"tags":335,"primary_topic":337,"secondary_topics":338,"classification":339,"search_phrases":355,"slug":358,"view_count":246,"doi":359,"paper":360,"created_at":371},5377,"Title: Smart Digital Guji Cooperative Coffee Value Chain Transformation: Scientific Evaluation, Value Conversion, Digital Traceability and Five-Year Strategic Implementation Framework in Oromia, Ethiopia","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23481514","Title: Smart Digital Guji Cooperative Coffee Value Chain Transformation: Scientific Evaluation, Value Conversion, Digital Traceability, and Five-Year Strategic Implementation Framework in Oromia, Ethiopia Author: Kedir Nefo Biftu, Kebede Hailu, Tadila Tadessa Qajela DescriptionThis scientific paper presents an evidence-based evaluation and five-year strategic transformation framework for Homa Multipurpose Farmers Cooperative in Abaya Woreda, West Guji Zone, Oromia, Ethiopia. The study investigates how smallholder coffee production, cooperative aggregation, processing, quality assurance, international marketing, and financial transactions can be integrated into a smart digital coffee value chain that improves traceability, value conservation, economic efficiency, and producer benefits. The research integrates a structured cooperative questionnaire, a farmer-level administrative registry containing 2,000 records, and a comprehensive Business and Functional Requirements Specification (BFRS). The analytical framework comprises 18 end-to-end coffee value-chain components, nine points of value creation (conservation, addition, and conversion), three institutional levels (core value-chain actors, supporting institutions, and the policy environment), and the eight-stage Big Win delivery methodology. The assessment documents 2,000 cooperative members, including 449 women and 204 youth, managing approximately 1,585.2 hectares of coffee production. The cooperative reports annual red-cherry production of 4,968.696 tonnes, while its farmer registry records 4,832.929 tonnes. Reported processing volume is 2,388.254 tonnes of red cherry, equivalent to approximately 477.651 tonnes of green coffee under an indicative 5:1 conversion assumption. Direct green-coffee exports total 264.240 tonnes, with a reported export value of US$2,069,127.329 and an implied export unit value of approximately US$7.83\u002Fkg. The results identify important organizational strengths, including nursery operations, mapped smallholder farms, two washing stations, specialty coffee production, export-market participation, and reported certification activities. However, the analysis reveals weaknesses in planting-material genealogy, reliable source identification, digital transaction continuity, coffee-lot traceability, quality-linked producer payments, data validation, and institutional interoperability. Six farmer-coordinate records require further verification, while discrepancies between questionnaire and registry production figures indicate the need for improved administrative data governance. The scientific discussion compares these findings with recent international, African, and Ethiopian publications on coffee sustainability, digital traceability, geographical differentiation, processing quality, cooperative governance, and market competitiveness. Particular emphasis is placed on the relationship between biological productivity, product quality preservation, processing recovery, buyer acceptance, and realized economic value. The paper proposes an integrated Smart Digital Coffee Value Chain architecture linking market intelligence, research and genetics, nursery systems, farmer and plot identification, agricultural services, production, harvesting, collection, processing, storage, certification, buyer contracts, export acceptance, financial settlement, and performance feedback. It further translates the evaluation into prioritized Business Requirements (BR), Functional Requirements (FR), institutional data-supply and consumption responsibilities, interoperable information flows, corrective and preventive actions (CAPA), and measurable Key Performance and Key Risk Indicators (KPI\u002FKRI). A five-year implementation proposal establishes a phased pathway from baseline reconciliation and digital identity verification to transaction-level traceability, quality conservation, commercial integration, producer-payment transparency, and evidence-based scaling. The principal scientific contribution is a practical and replicable framework for transforming fragmented smallholder coffee activities into an integrated, traceable, and economically accountable value chain. The study demonstrates how biological production, quality conservation, value addition, market conversion, and financial realization can be assessed through connected institutional responsibilities and verifiable digital records. The findings provide useful evidence and implementation guidance for coffee farmers, primary cooperatives, cooperative unions, the Oromia Cooperative Promotion Commission, regional and national government institutions, researchers, exporters, investors, and digital-system developers in Ethiopia and other coffee-producing regions. The reported organizational findings describe the available 2026 baseline, while proposed interventions, performance targets, and anticipated economic benefits require field implementation and independent verification. Publication classificationArticle type: Scientific case study, institutional performance assessment, and prospective five-year transformation proposal. Keywords: Smart Digital Coffee Value Chain; Guji Coffee; Homa Multipurpose Farmers Cooperative; Oromia; Ethiopia; Coffee Traceability; Biological Efficiency; Economic Efficiency; Value Conservation; Value Addition; Cooperative Development; Business Requirements; Functional Requirements; Big Win Methodology; Digital Agriculture; Coffee Sustainability.","标题：智能数字古吉合作社咖啡价值链转型：埃塞俄比亚奥罗米亚州科学评估、价值转化、数字追溯与五年战略实施框架\n\n作者：Kedir Nefo Biftu, Kebede Hailu, Tadila Tadessa Qajela\n\n描述：本科学论文针对埃塞俄比亚奥罗米亚州西古吉区阿巴亚沃雷达的霍马多用途农民合作社，提出了一项基于证据的评估与五年战略转型框架。研究探讨如何将小农咖啡生产、合作社聚合、加工、质量保证、国际营销和金融交易整合为智能数字咖啡价值链，以提升可追溯性、价值保存、经济效率和生产者收益。研究整合了结构化合作社问卷、包含2000条记录的农户级行政登记册以及全面的业务与功能需求规范（BFRS）。分析框架包括18个端到端咖啡价值链组成部分、九个价值创造点（保存、增加和转化）、三个制度层面（核心价值链参与者、支持机构和政策环境）以及八阶段“大赢”交付方法。评估记录了2000名合作社成员，其中包括449名妇女和204名青年，管理约1585.2公顷咖啡生产。合作社报告的年红果产量为4968.696吨，而其农户登记册记录为4832.929吨。报告的加工量为2388.254吨红果，在指示性5：1转化假设下约相当于477.651吨生咖啡。直接生咖啡出口总量为264.240吨，报告的出口价值为2，069，127.329美元，隐含出口单价约为7.83美元\u002F千克。结果识别出重要的组织优势，包括苗圃运营、已测绘的小农农场、两个水洗站、精品咖啡生产、出口市场参与以及报告的认证活动。然而，分析揭示了在种植材料谱系、可靠来源识别、数字交易连续性、咖啡批次可追溯性、与质量挂钩的生产者付款、数据验证和制度互操作性方面的弱点。六条农户坐标记录需要进一步核实，而问卷之间的差异","2026-10-19T00:00:00Z",69,{"impact":18,"substance":274,"depth":211,"authority":17,"freshness":19,"relevant":21,"comment":332},"基于2000条农户登记与18个价值链环节的实证评估，数据扎实、框架可复制，但属区域案例，公共影响有限。",[334],{"name":206,"url":326},[279,218,219,336,280],"埃塞俄比亚",{"code":32,"slug":33,"name":34,"path":35,"parent_code":36},[],{"status":39,"locked":14,"version":40,"method":41,"evidence":340},{"candidates":341,"agricultural_evidence":46},[342,346,351],{"code":32,"score":75,"supported":46,"title":343,"abstract":344,"tags":345},[227],[149,227],[],{"code":231,"score":20,"supported":46,"title":347,"abstract":348,"tags":350},[],[234,349],"smallholder",[218],{"code":237,"score":45,"supported":46,"title":352,"abstract":353,"tags":354},[],[240],[279],[356,357],"Guji 咖啡 数字溯源","埃塞俄比亚 咖啡合作社 价值链","Guji咖啡数字溯源-5377","10.5281\u002Fzenodo.23481514",{"doi":359,"openalex_id":361,"authors":362,"venue":206,"cited_by_count":246,"oa_url":326,"card":366,"direction":263,"ingested_from":264},"W7222944563",[363,364,365],{"name":252,"orcid":8},{"name":254,"orcid":8},{"name":256,"orcid":8},{"tldr":367,"method":368,"finding":369,"direction":261,"opportunity":370},"为埃塞俄比亚Guji咖啡合作社设计智慧数字价值链转型与五年战略框架。","合作社问卷、2000条农户登记数据与BFRS需求规范，18环节价值链分析。","合作社具备出口能力，但缺乏批次追溯、数字交易连续性与质量挂钩支付。","可研究小农户咖啡区块链追溯与质量溢价支付机制，填补数据互操作空白。","2026-10-20T23:30:08.394987Z"]