[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2930":3,"related-2930":64},{"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":24,"tags":28,"search_phrases":34,"slug":37,"view_count":38,"doi":39,"paper":40,"created_at":63},2930,"SMALLHOLDER FARMERS' PERCEPTIONS AND USE OF CLIMATE-SMART AGRICULTURAL PRACTICES IN SOUTHWESTERN NIGERIA","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832942","Climate-smart agriculture (CSA) is increasingly promoted as a means of strengthening the resilience of smallholder farming systems to climate variability. Yet awareness of CSA does not necessarily translate into actual implementation, particularly where farmers face financial, technical and institutional constraints. This study examined the roles of climate experience, agricultural information and socioeconomic characteristics in CSA adoption among smallholder farmers in southwestern Nigeria. Primary data were obtained through a structured cross-sectional survey of 190 farmers in Akinyele Local Government Area of Oyo State. Descriptive statistics were used to characterise respondents and examine CSA awareness, agricultural information, experience of weather variability, willingness to adopt, reported adoption and perceived constraints. Because the adoption outcome was highly imbalanced, Firth-penalised logistic regression was used to identify factors independently associated with actual CSA adoption. The results show that 98.4% of respondents were aware of CSA and 96.3% reported experiencing changes in weather conditions. Although 96.3% expressed willingness to adopt CSA, 88.4% reported actual use, indicating an intention–implementation gap. Water-conservation technologies received the highest proportion of “very important” responses (83.7%), followed by organic manure (80.5%), drought-resistant crops (80.0%) and crop rotation (79.5%). Government extension officers were the principal reported source of agricultural information (55.3%). Implementation cost was the leading constraint (54.7%), followed by uncertainty about effectiveness (25.8%) and difficulty learning new techniques (19.5%). In the Firth model, experience of changing weather conditions was the only statistically significant predictor of adoption (OR = 10.401, 95% CI: 3.118–34.694, p \u003C 0.001). Gender, education, farm size and extension information were not statistically significant. The findings indicate that CSA adoption in the study area is not adequately explained by awareness alone. Farmers’ direct experience of climatic variability appears to be an important stimulus for adaptation, while financial and technical constraints can restrict implementation. Climate adaptation policies should therefore move beyond general awareness creation towards practical extension, affordable inputs, locally relevant climate information and resource-supported implementation.","气候智慧型农业（climate-smart agriculture, CSA）日益被视为增强小农户耕作系统对气候变异性适应能力的手段。然而，对气候智慧型农业的认知并不必然转化为实际实施，尤其是在农户面临资金、技术和制度约束的情况下。本研究考察了气候经验、农业信息和社会经济特征在尼日利亚西南部小农户采用气候智慧型农业中的作用。原始数据通过结构化横断面调查获得，调查对象为奥约州阿基涅莱地方政府辖区的190名农户。采用描述性统计对受访者特征进行刻画，并考察气候智慧型农业认知、农业信息、天气变异性经历、采用意愿、报告采用情况及感知约束。由于采用结果高度不平衡，研究采用Firth惩罚逻辑回归识别与实际采用气候智慧型农业独立相关的因素。结果表明，98.4%的受访者知晓气候智慧型农业，96.3%报告经历了天气状况变化。尽管96.3%表示愿意采用气候智慧型农业，但88.4%报告实际使用，表明存在意愿—实施差距。节水技术获得“非常重要”评价的比例最高（83.7%），其次为有机肥（80.5%）、抗旱作物（80.0%）和轮作（79.5%）。政府推广人员是报告的主要农业信息来源（55.3%）。实施成本是首要约束（54.7%），其次是对有效性的不确定（25.8%）和学习新技术的困难（19.5%）。在Firth模型中，经历天气状况变化是采用行为的唯一具有统计学意义的预测因素（OR = 10.401，95% CI：3.118–34.694，p \u003C 0.001）。性别、教育程度、农场规模和推广信息在统计上不显著。研究结果表明，仅凭认知不足以充分解释研究区域的气候智慧型农业采用情况。农户对气候变异性的直接经历似乎是适应行为的重要刺激因素，而资金和技术约束可能限制实施。因此，气候适应政策应从一般性认知宣传转向实践推广、可负担投入、地方相关气候信息和资源支持下的实施。",null,"Zenodo (CERN European Organization for Nuclear Research)","2026-09-18T00:00:00Z","论文",25,false,65,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},8,20,16,12,9,1,"基于190户调查的实证研究，揭示气候智慧农业意愿与实施落差，对农业信息化推广有参考价值，但属区域性研究、影响层级有限。",[25,26],{"name":10,"url":6},{"name":10,"url":27},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832941",[29,30,31,32,33],"小农户","气候智慧农业","农业推广","尼日利亚","农业信息",[35,36],"尼日利亚 小农户 气候智慧农业","Oyo State 农业推广","尼日利亚小农户气候智慧农业-2930",0,"10.5281\u002Fzenodo.22832942",{"doi":39,"openalex_id":41,"authors":42,"venue":10,"cited_by_count":38,"oa_url":6,"card":55,"direction":61,"ingested_from":62},"W7213578578",[43,45,47,49,51,53],{"name":44,"orcid":9},"Folasade J. Odekunle",{"name":46,"orcid":9},"Adedotun A. Adetunji",{"name":48,"orcid":9},"Idris O. JINADU",{"name":50,"orcid":9},"Adedayo S. Adediran",{"name":52,"orcid":9},"Gabriel O. Adebayo",{"name":54,"orcid":9},"Akeem Adewole",{"tldr":56,"method":57,"finding":58,"direction":59,"opportunity":60},"研究尼日利亚小农户对气候智慧农业的认知、采用意愿与实际使用及其影响因素。","对奥约州190户农户问卷调查，采用Firth惩罚逻辑回归分析采用因素。","认知与意愿高但实际采用存在落差，天气变化经历是唯一显著预测因素。","数字乡村与农业信息化","可探索农业信息传播与气候经历如何协同促进小农户从意愿到实际采用。","智慧农业 \u002F 农业物联网","openalex","2026-09-19T23:30:11.305594Z",{"total":65,"page":22,"page_size":65,"items":66},6,[67,109,145,186,224,259],{"id":68,"title":69,"url":70,"summary":71,"summary_zh":72,"content":9,"source_name":10,"source_url":70,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":73,"score_detail":74,"sources":79,"tags":83,"search_phrases":86,"slug":89,"view_count":38,"doi":90,"paper":91,"created_at":108},2931,"UNDERSTANDING THE CONSTRAINTS OF CLIMATE-SMART AGRICULTURE AMONG SMALLHOLDER FARMERS IN SOUTHWESTERN NIGERIA","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832901","Climate-smart agriculture (CSA) has gained increasing attention as an approach for improving agricultural productivity and strengthening the resilience of farming systems to climate variability and change. However, the willingness of farmers to embrace CSA does not necessarily translate into implementation. This study examined the factors influencing the willingness of 190 smallholder farmers in Akinyele Local Government Area of Oyo State, southwestern Nigeria, to implement CSA, the principal constraints to implementation, sources of agricultural information, institutional support and farmers' preferred strategies for strengthening implementation among 190 smallholder farmers in Akinyele Local Government Area of Oyo State, southwestern Nigeria. Data were collected using a structured questionnaire and analysed mainly with frequencies and percentages, while ordered response-scale variables were summarised with appropriate scale-based measures. Cost of implementation was the most frequently identified factor influencing willingness (32.7%), followed by knowledge and information (28.4%) and resources (22.6%). Cost was also the dominant implementation constraint (54.7%), followed by uncertainty about the effectiveness of CSA practices (25.8%) and difficulty learning new techniques (19.5%). Most respondents (94.7%) reported receiving some form of agricultural or institutional support, although financial assistance accounted for only 13.7% of the reported support. Government extension officers were the principal source of agricultural information (55.3%), while government incentives or subsidies were the most preferred strategy for strengthening implementation (50.5%). Demonstration farms and farmer field schools were the most preferred learning approaches (32.6% each). The findings indicate that the central challenge is not simply awareness or willingness but farmers' capacity to convert willingness into practical action. Therefore, strengthening CSA implementation requires coordinated financial, technical, informational, and institutional support rather than awareness creation alone.","气候智慧型农业(CSA)作为提高农业生产力和增强农业系统对气候变率与气候变化适应力的方法，日益受到关注。然而，农民接受气候智慧型农业的意愿并不必然转化为实际实施。本研究考察了尼日利亚西南部奥约州阿基涅莱地方政府区190户小农户实施气候智慧型农业意愿的影响因素、实施的主要制约因素、农业信息来源、制度支持以及农民偏好用于加强实施的策略。数据通过结构化问卷收集，主要以频数和百分比进行分析，有序响应量表变量则采用适当的量表测量指标进行汇总。实施成本是影响意愿最常被提及的因素(32.7%)，其次是知识和信息(28.4%)以及资源(22.6%)。成本也是主要的实施制约因素(54.7%)，其次是对气候智慧型农业实践有效性的不确定性(25.8%)和学习新技术的困难(19.5%)。大多数受访者(94.7%)报告获得了某种形式的农业或制度支持，尽管财政援助仅占所报告支持的13.7%。政府推广人员是农业信息的主要来源(55.3%)，而政府激励或补贴是加强实施最受偏好的策略(50.5%)。示范农场和农民田间学校是最受偏好的学习方式(各占32.6%)。研究结果表明，核心挑战不仅仅是意识或意愿问题，而是农民将意愿转化为实际行动的能力。因此，加强气候智慧型农业的实施需要协调的财政、技术、信息和制度支持，而非仅仅开展意识宣传。",62,{"impact":17,"substance":75,"depth":76,"authority":20,"freshness":77,"relevant":22,"comment":78},18,14,10,"基于190户小农户问卷的实证研究，揭示气候智慧型农业落地瓶颈在于成本与能力而非意愿，对农业推广信息化有参考价值，但属区域性案例、影响层级有限。",[80,81],{"name":10,"url":70},{"name":10,"url":82},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832902",[29,84,31,32,85],"气候智慧型农业","农业信息获取",[87,88],"尼日利亚 小农户 气候智慧型农业","Oyo State 农业推广 信息","尼日利亚小农户气候智慧型农业-2931","10.5281\u002Fzenodo.22832901",{"doi":90,"openalex_id":92,"authors":93,"venue":10,"cited_by_count":38,"oa_url":70,"card":103,"direction":61,"ingested_from":62},"W7213579850",[94,95,97,98,100,101,102],{"name":44,"orcid":9},{"name":96,"orcid":9},"Jechoniah AGABI",{"name":46,"orcid":9},{"name":99,"orcid":9},"Omotunde M. KILASHO",{"name":48,"orcid":9},{"name":52,"orcid":9},{"name":50,"orcid":9},{"tldr":104,"method":105,"finding":106,"direction":59,"opportunity":107},"研究尼日利亚小农户实施气候智慧农业的意愿、制约因素与支持需求。","对190户小农户问卷调查，用频数和百分比等描述性统计分析。","成本是首要制约，核心挑战在于农户将意愿转化为行动的能力不足。","可探索数字信息服务和金融支持如何协同提升小农户CSA实施能力。","2026-09-19T23:30:11.397222Z",{"id":110,"title":111,"url":112,"summary":113,"summary_zh":114,"content":9,"source_name":115,"source_url":112,"published_at":116,"category":12,"cover_url":9,"hotness":77,"is_selected":14,"score":73,"score_detail":117,"sources":120,"tags":122,"search_phrases":125,"slug":128,"view_count":38,"doi":129,"paper":130,"created_at":144},2032,"Enhancing access and mitigating challenges of agricultural extension services among small-scale farmers in Asa local government area, Kwara state, Nigeria","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1829015","Agricultural extension services are essential for helping small-scale farmers in Nigeria increase productivity and promote sustainable farming; yet structural and institutional barriers limit their utilization. This study examined how small-scale farmers in Asa Local Government Area (LGA), Kwara State access agricultural extension services and the specific challenges they face. A mixed-methods design was employed, combining structured questionnaires administered to 120 randomly selected farmers with qualitative semi-structured interviews analyzed through thematic analysis. Descriptive statistics addressed the study objectives while a regression model tested the hypothesis on socioeconomic determinants of access. Utilization of extension services remains low despite their availability. Farmers rely predominantly on radio, television, and cooperatives for agricultural information. Advisory services and market information were most accessed, while training programs and workshops were least utilized. All reported outcomes, including improved market access and higher productivity, are farmer self-reports and represent perceived rather than objectively measured benefits. Inadequate funding, poor infrastructure, and limited training are the dominant barriers. Educational level and farm size significantly and positively predict access to extension services. Strengthening financial support, improving rural infrastructure, tailoring training programs, and reinforcing cooperative networks are critical for advancing sustainable agricultural development in rural Nigeria.","农业推广服务对于帮助尼日利亚小规模农户提高生产力、促进可持续农业至关重要，然而结构和制度性障碍限制了其利用。本研究考察了夸拉州阿萨地方政府区（LGA）小规模农户如何获取农业推广服务及其面临的具体挑战。研究采用混合方法设计，结合对120名随机抽取农户的结构化问卷调查，以及通过主题分析处理的定性半结构化访谈。描述性统计用于回应研究目标，回归模型用于检验关于获取服务的社会经济决定因素的假设。尽管推广服务存在，其利用率仍然较低。农户主要依赖广播、电视和合作社获取农业信息。咨询服务 and 市场信息获取最多，而培训项目和研讨会利用最少。所有报告的结果，包括市场准入改善和生产力提高，均为农户自我报告，代表感知而非客观测量的收益。资金不足、基础设施薄弱和培训有限是主要障碍。教育水平和农场规模显著且正向预测推广服务的获取。加强财政支持、改善农村基础设施、量身定制培训项目以及强化合作社网络，对于推进尼日利亚农村可持续农业发展至关重要。","Frontiers in Sustainable Food Systems","2026-09-09T00:00:00Z",{"impact":17,"substance":75,"depth":76,"authority":118,"freshness":21,"relevant":22,"comment":119},13,"基于尼日利亚小农户调研的实证研究，揭示推广服务利用率低及教育水平、农场规模等影响因素，对发展中国家农业信息化推广有参考价值，但属区域性个案，公共影响有限。",[121],{"name":115,"url":112},[123,29,31,32,124],"合作社","农村信息化",[126,127],"农村信息化 农业推广 尼日利亚 合作社","农村信息化 农业推广","农村信息化农业推广尼日利亚合作社-2032","10.3389\u002Ffsufs.2026.1829015",{"doi":129,"openalex_id":131,"authors":132,"venue":115,"cited_by_count":38,"oa_url":112,"card":139,"direction":59,"ingested_from":62},"W7212064262",[133,135,137],{"name":134,"orcid":9},"Dolapo Tawakalitu",{"name":136,"orcid":9},"Egbewole Halimah",{"name":138,"orcid":9},"Adesokan Jamiu",{"tldr":140,"method":141,"finding":142,"direction":59,"opportunity":143},"研究尼日利亚小农户获取农业推广服务的现状、障碍及社会经济影响因素。","混合方法：120份问卷+半结构化访谈，描述统计与回归分析。","推广服务利用率低，主要靠广播和合作社；教育程度和农场规模显著正向预测获取。","可探索数字渠道（如手机、广播）替代传统推广，并针对低教育小农户设计适配服务。","2026-09-10T23:30:07.595776Z",{"id":146,"title":147,"url":148,"summary":149,"summary_zh":150,"content":9,"source_name":151,"source_url":148,"published_at":152,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":153,"score_detail":154,"sources":158,"tags":162,"search_phrases":163,"slug":166,"view_count":38,"doi":167,"paper":168,"created_at":185},1719,"2026 Vol-6 Issue-2 | ASSESSMENT OF INSTITUTIONAL SUPPORT MECHANISMS AND ADOPTION OF CLIMATE-SMART AGRICULTURAL PRACTICES AMONG SMALLHOLDER FARMERS IN ARDO-KOLA LGA, TARABA STATE, NIGERIA","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22303210","Climate change has continued to reduce agricultural productivity and increase the vulnerability of smallholder farmers in Nigeria, making the adoption of Climate-Smart Agriculture (CSA) increasingly important. Despite its potential to improve resilience and productivity, the adoption of CSAremains constrained by inadequate institutional support. Specifically, the study identified the major CSApractices adopted, assessed farmers' access to institutional support services, determined the socioeconomic and institutional factors influencing CSA adoption, and evaluated farmers' perceptions of the effect of institutional support on the sustainability of CSA adoption. A cross-sectional survey design was employed, and primary data were collected from 100 smallholder farmers selected through a multistage sampling technique using a structured questionnaire. Data were analyzed using descriptive statistics, binary logistic regression, and a five-point Likert scale. The results showed that improved crop varieties (88%), crop rotation (84%), and organic manure application (81%) were the most widely adopted CSA practices. Farmers had moderate access to institutional support (Grand Mean = 3.17). Education, farm size, farming experience, extension contact, access to agricultural credit, cooperative membership, farmer training, and policy awareness significantly influenced CSAadoption (Pseudo R² = 0.389; p \u003C 0.05). Farmers also perceived institutional support as having a strong positive effect on sustaining CSA adoption (Grand Mean = 4.22). The study concludes that strengthening institutional support will enhance CSA adoption among smallholder farmers. It recommends improving extension services, farmer training, access to affordable credit, cooperative development, and climate information delivery.","气候变化持续降低尼日利亚农业生产率，并加剧了小农户的脆弱性，使得采纳气候智能型农业（Climate-Smart Agriculture, CSA）日益重要。尽管CSA在提升韧性和生产力方面具有潜力，但其采纳仍受制于制度支持不足。具体而言，本研究识别了农户主要采纳的CSA实践，评估了农户获得制度支持服务的情况，确定了影响CSA采纳的社会经济与制度因素，并评价了农户对制度支持在CSA采纳可持续性方面作用的认知。研究采用横断面调查设计，通过多阶段抽样技术选取100名小农户，使用结构化问卷收集一手数据。数据分析采用描述性统计、二元逻辑回归和五点李克特量表。结果表明，改良作物品种（88%）、作物轮作（84%）和有机肥施用（81%）是最广泛采纳的CSA实践。农户获得制度支持的程度为中等（总均值=3.17）。教育水平、农场规模、务农经验、推广服务接触、农业信贷获取、合作社成员身份、农户培训和政策认知显著影响CSA采纳（伪R²=0.389；p\u003C0.05）。农户还认为制度支持对维持CSA采纳具有显著正向作用（总均值=4.22）。研究得出结论：加强制度支持将促进小农户对CSA的采纳。建议改善推广服务、加强农户培训、扩大可负担信贷获取渠道、促进合作社发展，并强化气候信息传递。","AFRICAN JOURNAL OF AGRICULTURE AND ALLIED SCIENCES","2026-09-04T00:00:00Z",48,{"impact":17,"substance":155,"depth":76,"authority":17,"freshness":156,"relevant":22,"comment":157},15,3,"针对尼日利亚小农户CSA采纳的实证研究，数据详实，但地域局限且时效性一般。",[159,160],{"name":151,"url":148},{"name":151,"url":161},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22303211",[29,30,32],[164,165],"气候智慧农业 尼日利亚 小农户","气候智慧农业 尼日利亚","气候智慧农业尼日利亚小农户-1719","10.5281\u002Fzenodo.22303210",{"doi":167,"openalex_id":169,"authors":170,"venue":151,"cited_by_count":38,"oa_url":148,"card":179,"direction":61,"ingested_from":62},"W7208732914",[171,173,175,177],{"name":172,"orcid":9},"Luka,, P.",{"name":174,"orcid":9},"Yeba,, N.A .",{"name":176,"orcid":9},"R. Gideon",{"name":178,"orcid":9},"E. Aboki",{"tldr":180,"method":181,"finding":182,"direction":183,"opportunity":184},"评估尼日利亚小农采纳气候智慧农业的机构支持机制及影响因素。","横断面调查，多阶段抽样100农户，描述统计、二元逻辑回归、李克特量表。","机构支持中等，教育、规模、推广等显著影响采纳，支持对可持续性作用积极。","农业绿色发展与碳","可研究如何数字化优化机构支持（如信贷、培训）以提升小农CSA采纳率。","2026-09-05T23:30:08.906258Z",{"id":187,"title":188,"url":189,"summary":190,"summary_zh":191,"content":9,"source_name":192,"source_url":189,"published_at":193,"category":12,"cover_url":9,"hotness":77,"is_selected":14,"score":194,"score_detail":195,"sources":197,"tags":199,"search_phrases":203,"slug":206,"view_count":38,"doi":207,"paper":208,"created_at":223},2142,"Analyzing the Socio-Economic and Institutional Determinants of Climate-Smart Agricultural Practices Adoption among Smallholder Green Gram Farmers in Masinga Sub-County, Kenya","https:\u002F\u002Fdoi.org\u002F10.9734\u002Fjeai\u002F2026\u002Fv48i104499","Climate-smart agriculture (CSA) holds significant potential for enhancing productivity and climate resilience among smallholder farmers. In Masinga Sub-County, approximately 9,900 green gram farmers face erratic rainfall, droughts, and soil degradation, resulting in mean yields of only 460 kg\u002Fha against a potential of 1.5 tons\u002Fha. This study examined the socio-economic and institutional determinants, incentives, and constraints influencing CSA adoption. Anchored in the Theory of Planned Behavior and the Technology Acceptance Model, the study employed a descriptive cross-sectional design. Data were collected using semi-structured questionnaires administered to 390 green gram farmers selected through stratified random sampling across the five wards of Masinga Sub-County. Data were analysed using descriptive statistics in SPSS Version 29. Results showed that 54.0% of respondents had adopted at least two CSA practices, with drought-resistant seed varieties (43.2%) and minimum tillage (42.4%) being the most common. The binary logistic regression model demonstrated a good fit (McFadden Pseudo R² = 0.395; overall classification accuracy = 80.4%) and identified significant positive predictors: access to input subsidies (OR = 2.33, p \u003C 0.001), perceived government policy support (OR = 2.37, p = 0.002), annual household income (OR = 2.09, p = 0.006), and market linkages (OR = 1.74, p = 0.049). High input costs were the main significant barrier (OR = 0.42, p = 0.002). Thematic analysis confirmed infrastructure deficits, financial barriers, and awareness gaps as interconnected obstacles. The study findings provided valuable insights for the academic literature by addressing gaps in research on CSA adoption in semi-arid regions, particularly for drought-prone crops like green gram. Additionally, the study findings benefit policymakers by offering data-driven recommendations for designing and developing policies that enhance CSA adoption and sustainability in smallholder farming. Agricultural extension services and development organisations may use these findings to design targeted programmes that address key incentives and constraints. The study concluded that income level and access to input subsidies were the primary drivers of CSA adoption, while high input costs constituted the foremost structural barrier, with incentives and constraints each operating as integrated, mutually reinforcing systems rather than isolated factors.","气候智慧型农业（Climate-Smart Agriculture, CSA）在提升小农户生产力和气候韧性方面具有显著潜力。在马辛加分区，约9900名绿豆种植户面临降雨不规律、干旱和土壤退化等问题，平均产量仅为460公斤\u002F公顷，而潜在产量可达1.5吨\u002F公顷。本研究考察了影响气候智慧型农业采纳的社会经济与制度性决定因素、激励因素及制约因素。研究以计划行为理论和技术接受模型为理论基础，采用描述性横断面设计。数据通过半结构化问卷收集，调查对象为通过分层随机抽样在马辛加分区五个选区选取的390名绿豆种植户。数据使用SPSS第29版进行描述性统计分析。结果显示，54.0%的受访者至少采纳了两项气候智慧型农业措施，其中抗旱种子品种（43.2%）和少耕\u002F免耕（42.4%）最为常见。二元逻辑回归模型拟合良好（McFadden伪R²=0.395；总体分类准确率=80.4%），并识别出显著的正向预测因素：获得投入品补贴（OR=2.33，p\u003C0.001）、感知到的政府政策支持（OR=2.37，p=0.002）、家庭年收入（OR=2.09，p=0.006）以及市场联结（OR=1.74，p=0.049）。高投入成本是主要显著障碍（OR=0.42，p=0.002）。主题分析证实，基础设施不足、资金障碍和认知差距是相互关联的障碍。本研究发现通过填补半干旱地区气候智慧型农业采纳研究中的空白，特别是针对绿豆等易旱作物，为学术文献提供了有价值的见解。此外，本研究发现为政策制定者提供了基于数据的建议，有助于设计和制定促进小农农业中气候智慧型农业采纳与可持续性的政策。农业推广服务机构和发展组织可利用这些发现设计有针对性的项目，以解决关键激励因素和制约因素。研究结论认为，收入水平和获得投入品补贴是气候智慧型农业采纳的主要驱动因素，而高投入成本构成首要结构性障碍，激励因素与制约因素各自作为相互关联、相互强化的系统发挥作用，而非孤立因素。","Journal of Experimental Agriculture International","2026-09-10T00:00:00Z",69,{"impact":20,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":196},"基于390户小农调查的实证研究，量化了补贴、政策支持与收入对气候智慧农业采纳的影响，数据扎实但属区域性案例，公共影响有限。",[198],{"name":192,"url":189},[200,201,29,30,202],"肯尼亚","绿豆","技术采纳",[204,205],"气候智慧农业 技术采纳 小农户 肯尼亚","气候智慧农业 技术采纳","气候智慧农业技术采纳小农户肯尼亚-2142","10.9734\u002Fjeai\u002F2026\u002Fv48i104499",{"doi":207,"openalex_id":209,"authors":210,"venue":192,"cited_by_count":38,"oa_url":189,"card":218,"direction":61,"ingested_from":62},"W7212140110",[211,213,215],{"name":212,"orcid":9},"Anna Ndunge Mutinda",{"name":214,"orcid":9},"Martin Kagiki Njogu",{"name":216,"orcid":217},"Pauline Micheni Kananu","https:\u002F\u002Forcid.org\u002F0000-0003-1795-345X",{"tldr":219,"method":220,"finding":221,"direction":59,"opportunity":222},"研究肯尼亚Masinga小农户绿豆种植采纳气候智慧农业的社会经济与制度决定因素。","对390户分层随机抽样问卷，用SPSS做描述统计与二元逻辑回归。","收入、投入补贴、政策支持与市场联系促进采纳，高投入成本是主要障碍。","可探索将补贴、市场与推广服务数字化联动，构建小农户CSA采纳决策支持系统。","2026-09-11T23:30:10.306285Z",{"id":225,"title":226,"url":227,"summary":228,"summary_zh":9,"content":9,"source_name":229,"source_url":227,"published_at":116,"category":12,"cover_url":9,"hotness":77,"is_selected":14,"score":230,"score_detail":231,"sources":233,"tags":235,"search_phrases":239,"slug":242,"view_count":38,"doi":243,"paper":244,"created_at":258},2041,"Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs41055-026-00234-z","Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture。Food Ethics","Food Ethics",64,{"impact":20,"substance":19,"depth":155,"authority":118,"freshness":17,"relevant":22,"comment":232},"核心期刊论文，从社会与技术双重视角审视气候智慧农业的不平等问题，视角新颖但属学术探讨，公共影响有限。",[234],{"name":229,"url":227},[236,29,237,30,238],"智慧农业","数字鸿沟","农业伦理",[240,241],"气候智慧农业 农业伦理 数字鸿沟 智慧农业","气候智慧农业 农业伦理","气候智慧农业农业伦理数字鸿沟智慧农业-2041","10.1007\u002Fs41055-026-00234-z",{"doi":243,"openalex_id":245,"authors":246,"venue":229,"cited_by_count":38,"oa_url":9,"card":9,"direction":61,"ingested_from":62},"W7212029239",[247,249,251,254,256],{"name":248,"orcid":9},"Shaine  Justin Lagunda",{"name":250,"orcid":9},"Francis  Ann Sy",{"name":252,"orcid":253},"Cyrene Napoles","https:\u002F\u002Forcid.org\u002F0009-0008-3091-8636",{"name":255,"orcid":9},"Devora Dian Palero",{"name":257,"orcid":9},"Faye Matunog","2026-09-10T23:30:09.411958Z",{"id":260,"title":261,"url":262,"summary":263,"summary_zh":264,"content":9,"source_name":265,"source_url":262,"published_at":266,"category":12,"cover_url":9,"hotness":77,"is_selected":14,"score":267,"score_detail":268,"sources":271,"tags":273,"search_phrases":275,"slug":278,"view_count":38,"doi":279,"paper":280,"created_at":291},1826,"Challenges and opportunities in adopting climate-smart agricultural practices and technologies: implications for food security","https:\u002F\u002Fdoi.org\u002F10.1080\u002F09537325.2026.2723505","Smallholder farmers in East Africa face growing climate risks from rainfall variability and droughts. Using the Sustainable Livelihoods Framework, this study examined how livelihood capital influences Climate-Smart Agriculture (CSA) adoption and household food security. The study proposes a capital threshold hypothesis, suggesting that households require sufficient livelihood capital endowments to overcome adoption barriers and successfully implement CSA practices. Data from 600 households across three districts were analyzed with an Endogenous Switching Regression model to address selection bias and endogeneity. Results showed major adoption barriers, including limited credit (48%) and inadequate technical training (28%). CSA adoption increased Household Dietary Diversity Scores by 19.5% and reduced Food Insecurity Experience Scale scores by 41.6%. Adopters possessed stronger human and physical capital. Policies should expand weather-index micro-insurance programs.","东非小农户正面临由降雨变率和干旱带来的日益增长的气候风险。本研究运用可持续生计框架，考察生计资本如何影响气候智能型农业的采纳及农户粮食安全。研究提出资本阈值假说，认为农户需具备充足的生计资本禀赋，方能克服采纳障碍并成功实施气候智能型农业实践。采用内生转换回归模型对三个地区的600户农户数据进行分析，以处理选择偏差和内生性问题。结果显示，主要采纳障碍包括信贷有限（48%）和技术培训不足（28%）。气候智能型农业的采纳使家庭膳食多样性得分提高19.5%，并将粮食不安全体验量表得分降低41.6%。采纳者拥有更强的人力资本和物质资本。政策应扩大天气指数微型保险计划。","Technology Analysis and Strategic Management","2026-09-05T00:00:00Z",73,{"impact":75,"substance":269,"depth":75,"authority":20,"freshness":156,"relevant":22,"comment":270},22,"研究揭示东非小农户采纳气候智慧农业的资本门槛，量化增产与减饥效果，对农业科技推广有参考价值。",[272],{"name":265,"url":262},[274,29,30],"粮食安全",[276,277],"气候智慧农业 粮食安全 小农户","气候智慧农业 粮食安全","气候智慧农业粮食安全小农户-1826","10.1080\u002F09537325.2026.2723505",{"doi":279,"openalex_id":281,"authors":282,"venue":265,"cited_by_count":38,"oa_url":9,"card":286,"direction":61,"ingested_from":62},"W7208831289",[283],{"name":284,"orcid":285},"Yanmei Gao","https:\u002F\u002Forcid.org\u002F0009-0009-8396-9178",{"tldr":287,"method":288,"finding":289,"direction":183,"opportunity":290},"研究东非小农户采用气候智慧农业的影响因素及其对粮食安全的作用。","可持续生计框架、内生转换回归模型，分析600户数据。","CSA采用提高饮食多样性19.5%，降低粮食不安全41.6%，但受信贷和培训限制。","可探索气候智慧农业采用的门槛效应，以及如何通过政策干预提升小农户资本禀赋。","2026-09-07T23:30:08.945197Z"]