[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-1293":3,"related-1293":81},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"primary_topic":30,"secondary_topics":36,"classification":37,"search_phrases":58,"slug":61,"view_count":20,"doi":62,"paper":63,"created_at":80},1293,"Hybrid Agricultural Extension as an Inclusive Communication Strategy for Supporting Smart Agriculture: Evidence from Rural Indonesia","https:\u002F\u002Fdoi.org\u002F10.25015\u002F22202670626","Agricultural extension is undergoing significant transformation as digital technologies become increasingly integrated into agricultural innovation systems. However, empirical comparisons of conventional, digital, and hybrid extension approaches within the same rural context remain limited, particularly in developing countries. This study compared the effectiveness of these three extension models, identified barriers to digital technology adoption, and examined socio-demographic factors influencing farmers' adoption of digital agricultural technologies in Pasuruan Regency, Indonesia. An explanatory sequential mixed-methods design was employed, involving 100 farmers and 10 extension workers; quantitative data were analysed using descriptive statistics, one-way ANOVA, paired-sample t-tests, Pearson correlation, and multiple linear regression, while qualitative data were examined through thematic analysis. The hybrid model achieved the highest effectiveness score (4.67 ± 0.32), significantly outperforming conventional and digital approaches (F(2,97) = 28.46, p \u003C 0.001), with participating farmers showing greater improvements in knowledge, productivity, and work efficiency. Education, digital literacy, and trust in extension workers were positively associated with technology adoption, whereas age showed a negative association. The findings indicate that hybrid agricultural extension is a more inclusive communication strategy that integrates interpersonal interaction with digital learning, strengthening agricultural innovation systems and supporting smart agriculture. These findings provide empirical evidence supporting hybrid extension as a sustainable communication model for accelerating smart agriculture adoption in developing countries.","农业推广正在经历重大转型，数字技术日益融入农业创新体系。然而，在同一农村背景下对传统推广、数字推广和混合推广三种模式进行实证比较的研究仍然有限，尤其是在发展中国家。本研究比较了这三种推广模式的有效性，识别了数字技术采纳的障碍，并考察了影响印度尼西亚巴苏鲁安县农民采纳数字农业技术的社会人口因素。研究采用解释性序贯混合方法设计，涉及100名农民和10名推广人员；定量数据通过描述性统计、单因素方差分析、配对样本t检验、皮尔逊相关分析和多元线性回归进行分析，定性数据则通过主题分析进行检验。混合模式获得了最高的有效性得分（4.67 ± 0.32），显著优于传统模式和数字模式（F(2,97) = 28.46，p \u003C 0.001），参与农民在知识、生产力和工作效率方面表现出更大的提升。教育水平、数字素养和对推广人员的信任与技术采纳呈正相关，而年龄呈负相关。研究结果表明，混合式农业推广是一种更具包容性的传播策略，将人际互动与数字学习相结合，强化了农业创新体系并支持智慧农业的发展。这些发现为混合推广作为加速发展中国家智慧农业采纳的可持续传播模式提供了实证依据。",null,"Jurnal Penyuluhan","2026-08-31T00:00:00Z","论文",10,false,72,{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":22},18,22,12,2,1,"实证比较三种推广模式，为智慧农业推广提供新证据，但时效性低。",[24],{"name":10,"url":6},[26,27,28,29],"智慧农业","印尼","数字技术","农业推广",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},"G1","extension-transfer","农技推广与成果转化","\u002Ftopic\u002Frural-services\u002Fextension-transfer","G",[],{"status":38,"locked":14,"version":39,"method":40,"evidence":41},"classified","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":46},[43,52],{"code":44,"score":45,"supported":46,"title":47,"abstract":49,"tags":51},"I1",19,true,[48],"smart agriculture",[26,50,48],"数字农业",[28,26],{"code":31,"score":53,"supported":46,"title":54,"abstract":56,"tags":57},15,[55],"agricultural extension",[29,55],[29],[59,60],"农业推广 数字技术 智慧农业 印尼","农业推广 数字技术","农业推广数字技术智慧农业印尼-1293","10.25015\u002F22202670626",{"doi":62,"openalex_id":64,"authors":65,"venue":10,"cited_by_count":70,"oa_url":71,"card":72,"direction":78,"ingested_from":79},"W7204757342",[66,68],{"name":67,"orcid":9},"Gunawan",{"name":69,"orcid":9},"M. Sazali Harun",0,"https:\u002F\u002Fjournal.ipb.ac.id\u002Fjupe\u002Farticle\u002Fdownload\u002F70626\u002F34057",{"tldr":73,"method":74,"finding":75,"direction":76,"opportunity":77},"比较传统、数字和混合推广模式，发现混合推广在印尼农村最有效，促进智慧农业采纳。","混合方法：100名农民和10名推广员，定量统计（ANOVA、回归）加定性主题分析","混合推广效果最佳（4.67），显著优于其他；教育、数字素养和信任促进采纳，年龄负相关。","数字乡村与农业信息化","可探索混合推广在不同文化背景下的适应性，或设计个性化混合策略以克服年龄障碍。","智慧农业 \u002F 农业物联网","openalex","2026-09-01T23:30:08.821483Z",{"total":82,"page":21,"page_size":82,"items":83},6,[84,144,196,252,343,418],{"id":85,"title":86,"url":87,"summary":88,"summary_zh":89,"content":9,"source_name":90,"source_url":87,"published_at":91,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":92,"score_detail":93,"sources":97,"tags":99,"primary_topic":103,"secondary_topics":104,"classification":111,"search_phrases":127,"slug":130,"view_count":70,"doi":131,"paper":132,"created_at":143},5078,"The Importance of Electronic Communication in the Use of Artificial Intelligence Programs and Applications in the Field of Smart Agriculture from the Point of View of Agricultural Extension Workers in Nineveh Governorate, Iraq","https:\u002F\u002Fdoi.org\u002F10.25125\u002Fijoear-oct-2026-3","The study aimed to identify the level of importance of electronic communication among agricultural extension workers in using artificial intelligence (AI) programs and applications in the field of smart agriculture. It also aimed to identify the most frequently used electronic communication means by extension workers in employing AI programs and applications and rank them according to their relative importance; measure the contribution of electronic communication to improving extension workers' efficiency in using AI programs and applications in smart agriculture; identify individual differences in the importance of electronic communication and the use of AI applications according to selected independent variables, namely gender, educational qualification, years of service, training courses, level of Internet use, and willingness to use social networking sites concerning smart-agriculture technologies; and identify the obstacles facing extension workers in using AI applications in smart agriculture. To obtain the study data, a questionnaire consisting of five parts was used. The first part concerned the respondents' personal and occupational information. The second part included a scale measuring the importance of electronic communication among extension workers in using AI programs and applications in smart agriculture. The third part measured the electronic communication means most frequently used by extension workers in employing AI programs and applications. The fourth part measured the contribution of electronic communication to improving extension workers' efficiency in using AI programs and applications in smart agriculture. The fifth part contained 15 items measuring the major obstacles facing extension workers in using AI applications in smart agriculture. After establishing the face validity of the questionnaire, reliability was assessed using Cronbach's alpha, which reached 0.95. The study population consisted of extension workers in the Nineveh Directorate of Agriculture and its 32 agricultural divisions, totaling 256 extension workers. A simple random sample of 128 extension workers, representing approximately 50% of the population, was selected. The data were coded, tabulated, and analyzed using SPSS. The results showed that the level of importance of electronic communication among extension workers in using AI programs and applications in smart agriculture was moderate and tended toward high, with a percentage of 48%. The item \"Using electronic platforms belonging to agricultural institutions to obtain information related to AI programs and applications\" ranked first, with a mean of 4.34. The contribution of electronic communication to improving extension workers' efficiency in using AI programs and applications in smart agriculture was high, with a percentage of 46%. No significant differences were found in the importance of electronic communication according to gender or training courses, whereas significant differences were reported according to educational qualification, years of occupational service, level of Internet use, and willingness to use social networking sites concerning smart-agriculture technologies. The item \"Poor compatibility of some AI applications with the nature and needs of agricultural extension work in Nineveh Governorate\" was identified as the most important obstacle. The major recommendation was for the Ministry of Agriculture to establish or develop official agricultural electronic platforms affiliated with agricultural and extension institutions and containing updated information on AI applications and their use in different agricultural fields. The main proposed future study was to investigate the obstacles to using AI applications in agricultural extension work in Nineveh Governorate from the perspective of extension workers.","本研究旨在确定农业推广人员在智慧农业领域使用人工智能（AI）程序和应用时电子沟通的重要程度，同时旨在确定推广人员在运用AI程序和应用时最常使用的电子沟通手段，并按其相对重要性进行排序；衡量电子沟通对提高推广人员在智慧农业中使用AI程序和应用效率的贡献；根据选定的自变量，即性别、学历、工龄、培训课程、互联网使用水平以及使用社交网站了解智慧农业技术的意愿，确定电子沟通重要性和AI应用使用方面的个体差异；并确定推广人员在智慧农业中使用AI应用所面临的障碍。为获取研究数据，使用了由五个部分组成的问卷。第一部分涉及受访者的个人和职业信息。第二部分包括一个测量推广人员在智慧农业中使用AI程序和应用时电子沟通重要性的量表。第三部分测量了推广人员在运用AI程序和应用时最常使用的电子沟通手段。第四部分测量了电子沟通对提高推广人员在智慧农业中使用AI程序和应用效率的贡献。第五部分包含15个题项，测量推广人员在智慧农业中使用AI应用面临的主要障碍。在确定问卷的表面效度后，使用克隆巴赫Alpha系数评估信度，达到0.95。研究总体为尼尼微农业局及其32个农业部门的推广人员，共计256名推广人员。采用简单随机抽样选取了128名推广人员，约占总体的50%。数据经编码、制表后使用SPSS进行分析。结果表明，推广人员在智慧农业中使用AI程序和应用时电子沟通的重要程度为中等且倾向于高，占比为48%。题项“使用电子","International Journal of Environmental and Agriculture Research","2026-10-15T00:00:00Z",62,{"impact":94,"substance":17,"depth":53,"authority":19,"freshness":95,"relevant":21,"comment":96},8,9,"伊拉克尼尼微省农业推广人员使用AI与电子通信的实证问卷研究，样本128人、信度0.95，结论与障碍分析具体，但属区域性研究，公共影响有限。",[98],{"name":90,"url":87},[26,100,29,101,102],"农业人工智能","伊拉克农业","电子通信",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[105],{"code":106,"slug":107,"name":108,"path":109,"parent_code":110},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",{"status":38,"locked":14,"version":39,"method":40,"evidence":112},{"candidates":113,"agricultural_evidence":46},[114,118,122],{"code":31,"score":53,"supported":46,"title":115,"abstract":116,"tags":117},[55],[29,55],[29],{"code":44,"score":53,"supported":46,"title":119,"abstract":120,"tags":121},[48],[26,48],[26],{"code":106,"score":19,"supported":46,"title":123,"abstract":125,"tags":126},[124],"artificial intelligence",[124],[100],[128,129],"尼尼微省 农业推广 人工智能","伊拉克 智慧农业 电子平台","尼尼微省农业推广人工智能-5078","10.25125\u002Fijoear-oct-2026-3",{"doi":131,"openalex_id":133,"authors":134,"venue":90,"cited_by_count":70,"oa_url":137,"card":138,"direction":78,"ingested_from":79},"W7222298248",[135],{"name":136,"orcid":9},"Luma Monther Adress","https:\u002F\u002Fijoear.com\u002Fassets\u002Farticles_menuscripts\u002Ffile\u002FIJOEAR-OCT-2026-3.pdf",{"tldr":139,"method":140,"finding":141,"direction":76,"opportunity":142},"调查伊拉克尼尼微省农业推广人员对电子通信在智慧农业AI应用中重要性的认知及障碍。","问卷量表+SPSS分析，128名推广人员样本，Cronbach's α=0.95","电子通信重要性处于中等偏高水平（48%），并识别出使用AI应用的主要障碍。","可延伸至发展中国家推广人员AI采纳行为与电子通信渠道的实证比较研究。","2026-10-16T23:30:08.170356Z",{"id":145,"title":146,"url":147,"summary":148,"summary_zh":9,"content":149,"source_name":150,"source_url":9,"published_at":151,"category":152,"cover_url":9,"hotness":13,"is_selected":14,"score":153,"score_detail":154,"sources":157,"tags":159,"primary_topic":164,"secondary_topics":165,"classification":166,"search_phrases":191,"slug":194,"view_count":21,"doi":9,"paper":9,"created_at":195},3644,"河北省农林科学院副院长王旗一行到北京农林科学院调研座谈——深化京津冀协同发展，促进农业科技成果在河北转化","https:\u002F\u002Fwww.baafs.net.cn\u002Fkjfw\u002Ffwdt\u002F3b58daf3114344cdaa2fbb3b344ab939.htm","9月9日，河北省农林科学院党组成员、副院长王旗一行7人莅临北京农林科学院调研座谈。本次调研交流围绕院所企业管理体制机制、运营模式与内控管理经验，科技成果转化政策体系、路径模式等展开。双方就深化京津冀协同发展，促进农业科技成果在河北的转化等领域达成合作共识。王旗副院长一行在刘琳副院长的陪同下参观了我院院史馆和智慧农业展馆，前往蔬菜所调研京研益农（北京）科技种业科技有限公司生产经营状况，深入数经所调研北京智农天地网络技术有限公司平台直播。","2026年9月9日，河北省农林科学院党组成员、副院长王旗一行7人莅临我院调研座谈，刘琳副院长陪同调研座谈，院长燕继晔会前会见了王旗副院长。\n\n本次调研交流围绕院所企业管理体制机制、运营模式与内控管理经验，科技成果转化政策体系、路径模式等展开。双方分享了各自在相关领域的经验作法，成功案例。通过交流，两院就深化京津冀协同发展，促进农业科技成果在河北的转化等领域达成合作共识。\n\n王旗副院长一行在刘琳副院长的陪同下参观了我院院史馆和智慧农业展馆，前往蔬菜所调研京研益农（北京）科技种业科技有限公司生产经营状况，深入数经所调研北京智农天地网络技术有限公司平台直播。\n\n河北省农林科学院成果转化部、综合部，我院推广处、办公室、数经所，河北拾安农业科技发展有限公司，京研益农（北京）科技种业科技有限公司、北京智农天地网络技术有限公司相关负责人参加了此次活动。","北京市农林科学院 2026-09-09","2026-09-09T00:00:00Z","报道",49,{"impact":19,"substance":155,"depth":95,"authority":155,"freshness":20,"relevant":21,"comment":156},13,"省级农科院间围绕院所企业运营与成果转化的交流座谈，有实质合作共识但属常规调研通稿，时效已过。",[158],{"name":150,"url":147},[26,160,161,162,163],"成果转化","京津冀协同","种业科技","院所企业",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":167},{"candidates":168,"agricultural_evidence":46},[169,174,178,185],{"code":31,"score":170,"supported":46,"title":171,"abstract":172,"tags":173},4,[],[160],[160],{"code":44,"score":170,"supported":46,"title":175,"abstract":176,"tags":177},[],[26],[26],{"code":179,"score":180,"supported":46,"title":181,"abstract":182,"tags":184},"B1",3,[],[183],"蔬菜",[],{"code":186,"score":180,"supported":46,"title":187,"abstract":188,"tags":190},"F1",[],[189],"种业",[],[192,193],"河北省农林科学院 北京市农林科学院 调研","京研益农 智农天地 成果转化","河北省农林科学院北京市农林科学院调研-3644","2026-09-28T00:03:00.766614Z",{"id":197,"title":198,"url":199,"summary":200,"summary_zh":201,"content":9,"source_name":202,"source_url":199,"published_at":203,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":204,"score_detail":205,"sources":207,"tags":209,"primary_topic":213,"secondary_topics":214,"classification":215,"search_phrases":232,"slug":235,"view_count":20,"doi":236,"paper":237,"created_at":251},3539,"Event Satisfaction Influence on Adoption Intentions for Climate-Smart Agriculture and Sustainability Perception","https:\u002F\u002Fdoi.org\u002F10.54536\u002Fajet.v5i3.8433","Understanding why individuals decide to adopt climate-smart agricultural (CSA) practices is important in agricultural extension. While extension programs are designed to increase knowledge, research evidence suggests that knowledge gains alone may not fully explain adoption intentions. This study examines how knowledge gain, satisfaction, and demographic characteristics influence adoption intention and sustainability perceptions of CSA practices among CSA field days participants in Maryland (N = 79). Post-event survey data were analyzed using the Wilcoxon signed-rank test, Spearman’s rank correlation, and hierarchical regression. Wilcoxon signed-rank test results show that participants experienced a significant increase in knowledge following the field day event (V = 1933, p \u003C 0.001). Analysis revealed that knowledge gain is a significant predictor of adoption but not a significant predictor of sustainability perception. Demographic variables (age, gender, and education) were not significant predictors of adoption intention and sustainability perception. Once satisfaction was included in the model, it emerged as the only determinant of adoption intention (β = .31, p = .013) and sustainability perception (β = 0.34, p = .008), and knowledge gain was no longer a significant predictor of adoption intention. Overall, the findings highlight a divergence between knowledge gain and intention to adopt and sustainability beliefs of CSA practices, emphasizing that event quality and participant satisfaction play a more important role. These results indicate that outcomes of extension activities depend not only on knowledge delivery but also on the quality of the learning experience.","理解个人为何决定采用气候智慧型农业(CSA)实践在农业推广中具有重要意义。尽管推广项目旨在增加知识，但研究证据表明，仅靠知识增长可能无法完全解释采用意愿。本研究考察了知识增长、满意度和人口统计学特征如何影响马里兰州CSA田间日活动参与者(N = 79)对CSA实践的采用意愿和可持续性认知。活动后调查数据采用Wilcoxon符号秩检验、Spearman秩相关和分层回归进行分析。Wilcoxon符号秩检验结果表明，参与者在田间日活动后知识显著增加(V = 1933，p \u003C 0.001)。分析显示，知识增长是采用的显著预测因子，但不是可持续性认知的显著预测因子。人口统计学变量(年龄、性别和教育程度)不是采用意愿和可持续性认知的显著预测因子。一旦将满意度纳入模型，它成为采用意愿(β = .31，p = .013)和可持续性认知(β = 0.34，p = .008)的唯一决定因素，而知识增长不再是采用意愿的显著预测因子。总体而言，研究结果凸显了知识增长与CSA实践的采用意愿及可持续性信念之间的背离，强调活动质量和参与者满意度发挥着更为重要的作用。这些结果表明，推广活动的成效不仅取决于知识传递，还取决于学习体验的质量。","American Journal of Education and Technology","2026-09-25T00:00:00Z",61,{"impact":94,"substance":17,"depth":53,"authority":19,"freshness":94,"relevant":21,"comment":206},"小样本（N=79）实证研究，结论有新意——满意度而非知识增益决定采纳意愿，对农业推广活动设计有参考价值，但影响范围限于学术与推广领域。",[208],{"name":202,"url":199},[210,211,29,212],"气候智慧农业","农业教育","农户采纳意愿",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":216},{"candidates":217,"agricultural_evidence":46},[218,222,227],{"code":44,"score":94,"supported":46,"title":219,"abstract":220,"tags":221},[48],[],[],{"code":31,"score":223,"supported":46,"title":224,"abstract":225,"tags":226},7,[],[29,55],[29],{"code":228,"score":21,"supported":14,"title":229,"abstract":230,"tags":231},"H7",[],[],[210],[233,234],"农户采纳意愿 气候智慧农业 农业推广 农业教育","农户采纳意愿 气候智慧农业","农户采纳意愿气候智慧农业农业推广农业教育-3539","10.54536\u002Fajet.v5i3.8433",{"doi":236,"openalex_id":238,"authors":239,"venue":202,"cited_by_count":70,"oa_url":199,"card":246,"direction":78,"ingested_from":79},"W7214349044",[240,242,244],{"name":241,"orcid":9},"S. S. Thagunna",{"name":243,"orcid":9},"L. B. Karki",{"name":245,"orcid":9},"M. L. Diack",{"tldr":247,"method":248,"finding":249,"direction":76,"opportunity":250},"研究马里兰CSA田间日活动参与者的满意度如何影响其采用意愿与可持续性认知。","对79名参与者进行活动后问卷调查，用Wilcoxon符号秩检验、Spearman","满意度是采用意愿和可持续性感知的唯一显著预测因子，知识增益不再显著。","可探索将参与者满意度与体验质量指标嵌入农业推广数字化平台，以预测和提升技术采用率。","2026-09-26T23:30:09.835141Z",{"id":253,"title":254,"url":255,"summary":256,"summary_zh":257,"content":9,"source_name":258,"source_url":255,"published_at":259,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":260,"score_detail":261,"sources":263,"tags":265,"primary_topic":270,"secondary_topics":271,"classification":272,"search_phrases":317,"slug":320,"view_count":170,"doi":321,"paper":322,"created_at":342},3337,"A study on entertainment farm education television programs in rainfed areas of the North-Western Himalayas, India","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1908513","Introduction Entertainment–education (E–E) integrates educational messages with engaging narrative and entertainment formats and can complement conventional agricultural extension by improving the accessibility and practical salience of technical information. Evidence on farmer preferences for agricultural E–E television in rainfed Himalayan farming systems remains limited. Methods This study assessed farmers’ preferred agricultural technology themes, ranked selected agricultural television programs, and identified priority program contents among 150 television owning farmers in Reasi district, Jammu and Kashmir, India. Four Community Development blocks were randomly selected from the district’s 12 blocks, followed by random selection of Gram Panchayats, villages, and respondents. We collected data using a structured interview schedule and analyzed them descriptively using frequencies, percentages, and preference rankings. Results and discussion Methods of using insecticides and pesticides were the most preferred technology theme for E–E presentation (56.66%), followed by dairy production (25.33%), poultry production (10.66%), and soil-improvement techniques (7.33%). Krishi Darshan was the most preferred agricultural television program (72.66%), followed by agricultural and allied-sector programs on DD Kisan (18.00%) and Sadi Dharti Sade Lok (9.33%). Among program contents, insecticide and pesticide-use information ranked first (87.00%), followed by dairy guidance (79.00%), animal husbandry (75.00%), and monthly crop-management schedules (69.00%). The findings indicate a strong demand for practical, problem-oriented agricultural information and support the potential of E–E television as a complementary extension channel. From a sustainable food-systems perspective, future E–E programming should integrate integrated pest management, pesticide safety, soil health, climate resilience, and crop–livestock integration. Future research should test effects on knowledge, adoption, farm economics, and environmental outcomes using larger samples and experimental or longitudinal designs.","引言 娱乐—教育（Entertainment–Education，E–E）将教育信息与引人入胜的叙事和娱乐形式相结合，能够通过提升技术信息的可及性和实际针对性来补充传统农业推广。在喜马拉雅雨养农业系统中，关于农民对农业E–E电视偏好的证据仍然有限。方法 本研究评估了印度查谟和克什米尔雷阿西县150名拥有电视的农民所偏好的农业技术主题，对选定的农业电视节目进行了排序，并确定了优先节目内容。从该县12个区块中随机选取了4个社区发展区块，随后随机选取了村委会、村庄和受访者。我们使用结构化访谈表收集数据，并通过频数、百分比和偏好排序进行描述性分析。结果与讨论 杀虫剂和农药使用方法是最受偏好的E–E呈现技术主题（56.66%），其次是乳制品生产（25.33%）、家禽生产（10.66%）和土壤改良技术（7.33%）。Krishi Darshan是最受偏好的农业电视节目（72.66%），其次是DD Kisan上的农业及相关产业节目（18.00%）和Sadi Dharti Sade Lok（9.33%）。在节目内容中，杀虫剂和农药使用信息排名第一（87.00%），其次是乳制品指导（79.00%）、畜牧业（75.00%）和月度作物管理日程（69.00%）。研究结果表明，农民对实用、以问题为导向的农业信息有强烈需求，并支持E–E电视作为补充推广渠道的潜力。从可持续食物系统角度看，未来的E–E节目应整合病虫害综合治理、农药安全、土壤健康、气候韧性和农牧结合。未来研究应使用更大样本和实验或纵向设计，检验其对知识、采用、农场经济和环境结果的影响。","Frontiers in Sustainable Food Systems","2026-09-23T00:00:00Z",63,{"impact":94,"substance":17,"depth":53,"authority":155,"freshness":95,"relevant":21,"comment":262},"基于印度雨养山区150户调查的农业娱乐教育电视偏好研究，数据具体、结论明确，对农业信息化推广渠道建设有参考价值，但属区域性小样本调查，影响范围有限。",[264],{"name":258,"url":255},[29,266,267,268,269],"病虫害防治","农业电视节目","农户偏好","雨养农业",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":273},{"candidates":274,"agricultural_evidence":46},[275,279,286,293,300,307,312],{"code":31,"score":223,"supported":46,"title":276,"abstract":277,"tags":278},[],[29,55],[29],{"code":280,"score":82,"supported":46,"title":281,"abstract":282,"tags":285},"C",[],[283,284],"畜牧","livestock",[],{"code":287,"score":82,"supported":46,"title":288,"abstract":289,"tags":292},"C3",[],[290,291],"家禽","poultry",[],{"code":294,"score":82,"supported":46,"title":295,"abstract":296,"tags":299},"F4",[],[297,298],"农药","pesticide",[],{"code":301,"score":82,"supported":46,"title":302,"abstract":303,"tags":306},"H2",[],[304,305],"土壤","soil",[],{"code":228,"score":180,"supported":46,"title":308,"abstract":309,"tags":311},[],[310],"climate resilience",[],{"code":313,"score":21,"supported":14,"title":314,"abstract":315,"tags":316},"H3",[],[],[269],[318,319],"Reasi 农户 农业电视节目","Krishi Darshan 农业推广","Reasi农户农业电视节目-3337","10.3389\u002Ffsufs.2026.1908513",{"doi":321,"openalex_id":323,"authors":324,"venue":258,"cited_by_count":70,"oa_url":255,"card":337,"direction":76,"ingested_from":79},"W7214095281",[325,327,330,332,335],{"name":326,"orcid":9},"Banarsi Lal",{"name":328,"orcid":329},"Parvender Sheoran","https:\u002F\u002Forcid.org\u002F0000-0002-0929-6261",{"name":331,"orcid":9},"Amit Singh Charak",{"name":333,"orcid":334},"Jasbir Singh Manhas","https:\u002F\u002Forcid.org\u002F0000-0002-6474-7176",{"name":336,"orcid":9},"Suja N. Qureshi",{"tldr":338,"method":339,"finding":340,"direction":76,"opportunity":341},"调查印度西北喜马拉雅雨养区农民对农业教育电视节目的偏好与内容需求。","对150户有电视农户结构化访谈，用频数、百分比和偏好排序描述分析。","农民最偏好农药使用主题和Krishi Darshan节目，需求偏向实用问题导向信息。","可实验检验教育娱乐电视对知识、采纳、农场经济与环境结果的影响，并拓展至IPM与气候韧性内容。","2026-09-24T23:30:07.503435Z",{"id":344,"title":345,"url":346,"summary":347,"summary_zh":348,"content":9,"source_name":349,"source_url":346,"published_at":350,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":351,"score_detail":352,"sources":355,"tags":357,"primary_topic":360,"secondary_topics":361,"classification":367,"search_phrases":394,"slug":397,"view_count":180,"doi":398,"paper":399,"created_at":417},3154,"The Role of Agricultural Extension Services in Promoting Climate-Smart Agriculture Adoption among Smallholder Farmers in Mwingi West sub-county Kitui County, Kenya","https:\u002F\u002Fdoi.org\u002F10.9734\u002Fajaees\u002F2026\u002Fv44i103022","Agricultural extension services provide smallholder farmers with knowledge, technical guidance, and advisory support that can facilitate the adoption of climate-smart agricultural (CSA) practices. This study examined the role of agricultural extension services in promoting CSA adoption among smallholder farmers in Mwingi West Sub-County, Kitui County, Kenya. A cross-sectional mixed-methods design was used. Quantitative data were collected from 200 randomly selected farmers through structured questionnaires, while qualitative evidence was obtained from 10 agricultural extension officers and 10 focus group discussions with farmer groups. Quantitative data were analysed using descriptive statistics and the chi-square test of independence. Significant associations were reported between CSA adoption and access to agricultural extension services, the source of extension information, type of extension support received, frequency of extension contact, perceived usefulness of extension services, CSA practices promoted through extension, and farmers’ perceived influence of extension services on adoption. Most respondents (82.0%) had access to extension services. Extension agents were the main information source (46.0%), and technical training was the most frequently reported support (38.0%). Conservation agriculture (30.0%), agroforestry (22.0%), and water harvesting (19.0%) were the leading practices promoted through extension activities. Nearly half of respondents (48.0%) reported that extension services had increased CSA adoption to a great extent. The findings indicate that accessible, practical, and regular extension support is closely associated with CSA adoption in the study area.","农业推广服务为小农户提供知识、技术指导和咨询服务，有助于促进气候智能型农业（CSA）实践的采纳。本研究考察了农业推广服务在促进肯尼亚基图伊县姆温吉西分区小农户采纳气候智能型农业实践中的作用。研究采用横断面混合方法设计。定量数据通过结构化问卷从200名随机抽取的农户中收集，定性证据则来自10名农业推广官员以及10次农户小组焦点小组讨论。定量数据采用描述性统计和卡方独立性检验进行分析。结果显示，气候智能型农业实践的采纳与以下因素存在显著关联：能否获得农业推广服务、推广信息来源、所获推广支持类型、推广接触频率、推广服务的感知有用性、通过推广所宣传的气候智能型农业实践，以及农户对推广服务在采纳过程中影响力的感知。大多数受访者（82.0%）能够获得推广服务。推广人员是主要的信息来源（46.0%），技术培训是最常报告的支持类型（38.0%）。通过推广活动宣传的主要实践包括保护性农业（30.0%）、农林业（22.0%）和雨水收集（19.0%）。近半数受访者（48.0%）表示推广服务在很大程度上提高了气候智能型农业实践的采纳率。研究结果表明，在研究区域内，可及、实用且定期的推广支持与气候智能型农业实践的采纳密切相关。","Asian Journal of Agricultural Extension Economics & Sociology","2026-09-22T00:00:00Z",65,{"impact":94,"substance":353,"depth":53,"authority":19,"freshness":13,"relevant":21,"comment":354},20,"基于肯尼亚小农户的实证研究，数据翔实但地域性强，对国内三农信息化参考价值有限，可作国际经验收录。",[356],{"name":349,"url":346},[358,359,210,29],"肯尼亚","小农户",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[362],{"code":363,"slug":364,"name":365,"path":366,"parent_code":35},"G2","farm-services","社会化服务与规模经营","\u002Ftopic\u002Frural-services\u002Ffarm-services",{"status":38,"locked":14,"version":39,"method":40,"evidence":368},{"candidates":369,"agricultural_evidence":46},[370,375,380,384,390],{"code":31,"score":17,"supported":46,"title":371,"abstract":372,"tags":374},[55],[29,373,55],"技术培训",[29],{"code":363,"score":53,"supported":46,"title":376,"abstract":378,"tags":379},[377],"smallholder",[359,377],[359],{"code":44,"score":94,"supported":46,"title":381,"abstract":382,"tags":383},[48],[],[],{"code":385,"score":180,"supported":46,"title":386,"abstract":387,"tags":389},"H8",[],[388],"conservation agriculture",[],{"code":228,"score":21,"supported":14,"title":391,"abstract":392,"tags":393},[],[],[210],[395,396],"气候智慧农业 农业推广 小农户 肯尼亚","气候智慧农业 农业推广","气候智慧农业农业推广小农户肯尼亚-3154","10.9734\u002Fajaees\u002F2026\u002Fv44i103022",{"doi":398,"openalex_id":400,"authors":401,"venue":349,"cited_by_count":70,"oa_url":346,"card":412,"direction":78,"ingested_from":79},"W7213979623",[402,404,406,408,410],{"name":403,"orcid":9},"Simon Mbala",{"name":405,"orcid":9},"David Kawioo Mwanzia",{"name":407,"orcid":9},"Thomas Ekamais Akuja",{"name":409,"orcid":9},"Felix Ngunzo Kioli",{"name":411,"orcid":9},"Harrison Musyoka Maithya",{"tldr":413,"method":414,"finding":415,"direction":76,"opportunity":416},"研究肯尼亚小农户中农业推广服务对气候智慧型农业采纳的促进作用。","混合方法，200份农户问卷、10名推广员访谈和10组焦点小组，卡方检验。","推广服务可及性、信息源、支持类型和接触频率与CSA采纳显著相关，82%农户有推广服务。","可探索数字推广渠道（如手机短信、APP）如何替代或补充传统推广员，提升小农户CSA采纳率。","2026-09-22T23:30:10.323072Z",{"id":419,"title":420,"url":421,"summary":422,"summary_zh":9,"content":9,"source_name":423,"source_url":9,"published_at":424,"category":152,"cover_url":9,"hotness":13,"is_selected":14,"score":425,"score_detail":426,"sources":429,"tags":431,"primary_topic":435,"secondary_topics":436,"classification":437,"search_phrases":472,"slug":475,"view_count":21,"doi":9,"paper":9,"created_at":476},2554,"人民日报 9月13日 第04版 把论文写在大地上 记2026年最美教师张福锁","https:\u002F\u002Fpaper.people.com.cn\u002Frmrb\u002Fpc\u002Fcontent\u002F202609\u002F13\u002Fcontent_30180722.html","中国工程院院士、中国农业大学教授张福锁主讲的科技小院育人模式已惠及众多师生。他表示下一步要推动人工智能、大数据、物联网与农业深度融合，让智慧农业支撑粮食稳产增产。他主讲的《大国三农 农业绿色发展》在线通识课吸引462所院校27万人次选学。","人民日报 2026-09-13","2026-09-12T20:00:00Z",74,{"impact":18,"substance":427,"depth":53,"authority":53,"freshness":82,"relevant":21,"comment":428},16,"央媒报道院士张福锁科技小院育人模式并提出AI、大数据、物联网与农业深度融合方向，权威性强但属人物报道、时效略滞后，可入精选。",[430],{"name":423,"url":421},[26,100,432,433,434],"科技小院","农业绿色发展","人才培养",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":14,"version":39,"method":40,"evidence":438},{"candidates":439,"agricultural_evidence":46},[440,444,448,454,459,464,468],{"code":31,"score":170,"supported":46,"title":441,"abstract":442,"tags":443},[],[432],[432],{"code":44,"score":170,"supported":46,"title":445,"abstract":446,"tags":447},[],[26],[26],{"code":449,"score":180,"supported":46,"title":450,"abstract":451,"tags":453},"I5",[],[452],"物联网",[],{"code":455,"score":21,"supported":14,"title":456,"abstract":457,"tags":458},"G5",[],[],[434],{"code":460,"score":21,"supported":14,"title":461,"abstract":462,"tags":463},"H4",[],[],[433],{"code":385,"score":21,"supported":14,"title":465,"abstract":466,"tags":467},[],[],[433],{"code":106,"score":21,"supported":14,"title":469,"abstract":470,"tags":471},[],[],[100],[473,474],"农业人工智能 农业绿色发展 人才培养 智慧农业","农业人工智能 农业绿色发展","农业人工智能农业绿色发展人才培养智慧农业-2554","2026-09-16T00:03:45.169864Z"]