[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3466":3,"related-3466":54},{"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":26,"search_phrases":32,"slug":35,"view_count":36,"doi":37,"paper":38,"created_at":53},3466,"Socio-Economic Impact of Climate-Smart Agricultural Techniques. A Case of Kotwidika Cooperative, Kayonza District","https:\u002F\u002Fdoi.org\u002F10.37284\u002Fajccrs.5.2.5857","Climate Smart Agriculture (CSA) is widely regarded as an important technique for tackling climate change concerns while maintaining socio-economic aspects. This study assesses the socio-economic impact of Climate Smart Agricultural Techniques in Kayonza District, a case of KOTWIDIKA Cooperative, a region vulnerable to climate variability and highly dependent on agriculture. The research focused on the chosen cooperative members through stratified random sampling from 845 farmers, with an additional interview conducted with 8 cooperative leaders and 7 additional key stakeholders. Data were collected using structured questionnaires, key informant interviews, focus group discussions and field observations. A mixed-methods approach incorporating both quantitative and qualitative data was used to assess the effectiveness of CSA techniques on agricultural productivity and the relationship between CSA practices and socio-economic development. The research evaluated the CSA adoption rates, income, food security, and community health. The Statistical Package for Social Sciences (SPSS) version 31.0 was used to perform Statistical analyses for quantitative data, including correlation and regression analyses to evaluate the relationships between variables, while qualitative data were examined through thematic analysis. The research found that the adoption of CSA techniques led to significant increases in income (15-22%), improved food security, and enhanced psychological well-being among members. The analysis revealed a strong statistical relationship between CSA adoption and improved livelihoods, supported by regression results (R = 0.991, R² = 0.982) and a correlation coefficient of 0.985, affirming the efficacy of these methods in promoting community resilience. The study concludes that CSA practices greatly enhance socio-economic conditions for KOTWIDIKA Cooperative members. It recommends strengthening agricultural extension services to further promote CSA adoption. Future research should explore barriers to CSA adoption and conduct long-term impact assessments to ensure sustainable agricultural development.","气候智慧型农业(CSA)被广泛视为在应对气候变化问题的同时维持社会经济的重要技术。本研究评估了卡永扎地区气候智慧型农业技术的社会经济影响，以KOTWIDIKA合作社为例，该地区易受气候变率影响且高度依赖农业。研究通过分层随机抽样从845名农民中选取该合作社成员作为研究对象，并对8名合作社领导者和7名其他关键利益相关者进行了访谈。数据通过结构化问卷、关键信息人访谈、焦点小组讨论和实地观察收集。采用混合方法，结合定量和定性数据，评估CSA技术对农业生产力的有效性以及CSA实践与社会经济发展之间的关系。研究评估了CSA采纳率、收入、粮食安全和社区健康。使用社会科学统计软件包(SPSS)31.0版对定量数据进行统计分析，包括相关分析和回归分析以评估变量之间的关系，定性数据则通过主题分析进行审查。研究发现，采用CSA技术使收入显著增加(15-22%)，粮食安全得到改善，成员的心理福祉得到提升。分析显示，CSA采纳与生计改善之间存在显著的统计关系，回归结果(R = 0.991, R² = 0.982)和相关系数0.985予以支持，证实了这些方法在促进社区韧性方面的有效性。研究得出结论，CSA实践极大地改善了KOTWIDIKA合作社成员的社会经济状况。建议加强农业推广服务以进一步促进CSA的采纳。未来研究应探索CSA采纳的障碍，并进行长期影响评估，以确保农业可持续发展。",null,"African Journal of Climate Change and Resource Sustainability","2026-09-24T00:00:00Z","论文",10,false,62,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},8,18,15,12,9,1,"非洲卢旺达合作社的气候智慧农业实证研究，方法规范、数据翔实，但属区域性案例，公共影响有限，可作为国际经验参考而非每日精选头条。",[25],{"name":10,"url":6},[27,28,29,30,31],"粮食安全","合作社","气候智慧农业","农户增收","卢旺达",[33,34],"KOTWIDIKA 合作社 气候智慧农业","Kayonza 气候智慧农业 农户收入","KOTWIDIKA合作社气候智慧农业-3466",0,"10.37284\u002Fajccrs.5.2.5857",{"doi":37,"openalex_id":39,"authors":40,"venue":10,"cited_by_count":36,"oa_url":6,"card":45,"direction":51,"ingested_from":52},"W7214150705",[41,43],{"name":42,"orcid":9},"Jacques Ngendahimana",{"name":44,"orcid":9},"Christophe Mupenzi",{"tldr":46,"method":47,"finding":48,"direction":49,"opportunity":50},"评估卢旺达KOTWIDIKA合作社气候智慧型农业技术的社会经济影响。","混合方法，分层随机抽样845农户，问卷、访谈、焦点小组，SPSS回归与主题分析。","采用气候智慧型农业使收入增15-22%，粮食安全与心理健康改善，回归R²=0.982。","农业绿色发展与碳","可研究小农户采用气候智慧型农业的障碍及长期可持续性影响评估。","智慧农业 \u002F 农业物联网","openalex","2026-09-25T23:30:09.387601Z",{"total":55,"page":22,"page_size":55,"items":56},6,[57,95,132,178,218,264],{"id":58,"title":59,"url":60,"summary":61,"summary_zh":62,"content":9,"source_name":63,"source_url":60,"published_at":64,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":65,"score_detail":66,"sources":68,"tags":70,"search_phrases":74,"slug":77,"view_count":36,"doi":78,"paper":79,"created_at":94},3059,"Climate Smart Agriculture and Food Security among Rural Farmers in Nasarawa State, Nigeria","https:\u002F\u002Fdoi.org\u002F10.67317\u002Fijmsrt26sep046","Climate change continues to threaten agricultural productivity and household food security, particularly among rural farmers who depend on rain-fed agriculture. This study examined climate smart agriculture and food security among rural farmers in Nasarawa State, Nigeria. Specifically, it assessed the extent of adoption of climatesmart agricultural practices and examined their influence on household food security. A mixed-methods descriptive survey design was adopted. Data were collected from 372 rural farming households using structured questionnaires, while Key Informant Interviews were conducted with agricultural extension officers and community leaders. Secondary data were obtained from relevant journal articles, government publications, and reports. Quantitative data were analyzed using frequency tables and percentages and presented with bar charts, while qualitative data were transcribed, interpreted, and integrated with the quantitative findings. The study found that climate-smart agricultural practices significantly enhanced household food security, with 86% of the respondents indicating that the practices strengthened their resilience to climate change, while 85% reported improved household food availability. The study concludes that climate-smart agriculture is an effective approach for improving the livelihoods and food security of rural farming households in Nasarawa State. The study recommends that the Nasarawa State Agricultural Development Programme (NADP), in collaboration with the State Ministry of Agriculture and agricultural extension agencies, should strengthen extension services by providing regular farmer training, climate information, and access to climate-smart agricultural technologies to promote wider adoption and enhance household food security.","气候变化持续威胁农业生产力和家庭粮食安全，尤其是依赖雨养农业的农村农民。本研究考察了尼日利亚纳萨拉瓦州农村农民的气候智能型农业与粮食安全状况。具体而言，研究评估了气候智能型农业实践的采用程度，并考察了其对家庭粮食安全的影响。研究采用混合方法描述性调查设计。通过结构化问卷从372个农村农户收集数据，同时对农业推广官员和社区领袖进行了关键信息人访谈。二手数据来源于相关期刊文章、政府出版物和报告。定量数据采用频数表和百分比进行分析，并以柱状图呈现；定性数据经转录、解释后与定量研究结果进行整合。研究发现，气候智能型农业实践显著增强了家庭粮食安全，86%的受访者表示这些实践增强了其应对气候变化的能力，85%的受访者报告家庭粮食可获得性有所改善。研究结论认为，气候智能型农业是改善纳萨拉瓦州农村农户生计和粮食安全的有效途径。研究建议，纳萨拉瓦州农业发展计划（NADP）应与州农业部和农业推广机构合作，通过提供定期农民培训、气候信息和气候智能型农业技术获取渠道来加强推广服务，以促进更广泛的采用并增强家庭粮食安全。","International Journal of Modern Science and Research Technology","2026-09-20T00:00:00Z",56,{"impact":17,"substance":18,"depth":19,"authority":55,"freshness":21,"relevant":22,"comment":67},"尼日利亚地方性实证研究，样本372户、结论明确，但影响范围限于区域，对国内三农信息化参考价值有限，不宜进入每日精选。",[69],{"name":63,"url":60},[27,71,29,72,73],"小农户","农业推广","尼日利亚",[75,76],"气候智慧农业 农业推广 尼日利亚 粮食安全","气候智慧农业 农业推广","气候智慧农业农业推广尼日利亚粮食安全-3059","10.67317\u002Fijmsrt26sep046",{"doi":78,"openalex_id":80,"authors":81,"venue":63,"cited_by_count":36,"oa_url":88,"card":89,"direction":51,"ingested_from":52},"W7213778728",[82,84,86],{"name":83,"orcid":9},"ABDULLAHI YUSUF AGWAI",{"name":85,"orcid":9},"Falalu Mohommed Mohammmed",{"name":87,"orcid":9},"A. S. Ogah","https:\u002F\u002Fijmsrt.com\u002Fstorages\u002Fdownload-paper\u002FIJMSRT26SEP046",{"tldr":90,"method":91,"finding":92,"direction":49,"opportunity":93},"研究尼日利亚纳萨拉瓦州农户采用气候智慧型农业对家庭粮食安全的影响。","混合方法调查，372户问卷加关键知情人访谈，频数百分比分析。","86%受访者认为气候智慧型农业增强了气候韧性，85%报告家庭粮食供应改善。","可探索气候智慧型农业技术采纳的驱动因素与推广机制，或结合数字工具提升气候信息可达性。","2026-09-21T23:30:09.323035Z",{"id":96,"title":97,"url":98,"summary":99,"summary_zh":100,"content":9,"source_name":101,"source_url":98,"published_at":64,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":102,"score_detail":103,"sources":108,"tags":110,"search_phrases":114,"slug":117,"view_count":36,"doi":118,"paper":119,"created_at":131},3058,"Climate Change and Crop Production Vulnerability in Somalia: A VECM Analysis for Sustainable Agriculture","https:\u002F\u002Fdoi.org\u002F10.22004\u002Fag.econ.412749","Somali crop production is vulnerable to climate change, as agriculture is heavily reliant on rainfall. Increased temperatures, sporadic rainfall, and higher levels of CO2 emissions threaten food security as well as the livelihoods in rural areas. While global studies discuss these issues, there is a lack of empirical research on Somalia. This research attempts to study the gap created by the absence of research regarding the vulnerability of crop production to climate change and its sustainable agriculture aspects. The study uses a vector error correction model (VECM) to evaluate how climate factors, including temperature, rainfall, CO2 emissions, land designated for agriculture, and labour, affect crop production in the short and long term. The study found that CO₂, temperature, and rainfall lead to boosted crop production in the short term because of the traditional adaptation strategies employed by farmers. In the long term, a 1% increase in CO2 emissions leads to a 57% reduction in crop production, and a similar rise in temperature causes production levels to fall over 100%. Rainfall, agricultural land, and labour continue to positively influence production levels in both periods. These results strongly indicate the necessity of climate-resilient strategies, better irrigation systems, and new forms of farming. The promotion of climate-smart agriculture will help mitigate the negative effects of climate change on the agricultural sector of Somalia while simultaneously catering to the issue of food security.","索马里作物生产易受气候变化影响，因为农业高度依赖降雨。气温升高、降雨不稳定以及二氧化碳排放量增加，威胁着粮食安全以及农村地区的生计。尽管全球研究讨论了这些问题，但缺乏关于索马里的实证研究。本研究试图填补因缺乏关于作物生产对气候变化的脆弱性及其可持续农业方面的研究而造成的空白。该研究采用向量误差修正模型（VECM），评估气候因素（包括气温、降雨、二氧化碳排放、农业用地和劳动力）在短期和长期内如何影响作物生产。研究发现，由于农民采用传统适应策略，二氧化碳、气温和降雨在短期内会促进作物生产。从长期来看，二氧化碳排放量增加1%会导致作物生产减少57%，气温类似上升会导致生产水平下降超过100%。降雨、农业用地和劳动力在两个时期都持续对生产水平产生积极影响。这些结果强烈表明，有必要采取气候韧性策略、改善灌溉系统并采用新型耕作方式。推广气候智能型农业将有助于减轻气候变化对索马里农业部门的负面影响，同时兼顾粮食安全问题。","AgEcon Search (University of Minnesota, USA)",71,{"impact":20,"substance":104,"depth":105,"authority":106,"freshness":17,"relevant":22,"comment":107},21,17,13,"以VECM量化索马里气候因子对作物生产的短长期影响，结论具政策参考价值，但属区域国别研究，公共影响有限。",[109],{"name":101,"url":98},[111,27,29,112,113],"农业遥感","灌溉系统","索马里农业",[115,116],"索马里 作物生产 气候变化","VECM 气候智慧农业","索马里作物生产气候变化-3058","10.22004\u002Fag.econ.412749",{"doi":118,"openalex_id":120,"authors":121,"venue":101,"cited_by_count":36,"oa_url":98,"card":126,"direction":51,"ingested_from":52},"W7213772032",[122,124],{"name":123,"orcid":9},"Mohamed Nur Abdulkadir",{"name":125,"orcid":9},"Yassin Sheikh Ali Ali",{"tldr":127,"method":128,"finding":129,"direction":49,"opportunity":130},"用VECM分析索马里气候变化对作物生产的短期与长期影响。","VECM模型，变量含温度、降雨、CO2、农地、劳动力。","短期CO2、温度、降雨促产，长期CO2增1%减产57%，温度增1%减产超100%。","可结合气候智慧型农业与灌溉技术，研究小农户适应策略的长期有效性。","2026-09-21T23:30:09.204353Z",{"id":133,"title":134,"url":135,"summary":136,"summary_zh":137,"content":9,"source_name":101,"source_url":135,"published_at":138,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":139,"score_detail":140,"sources":144,"tags":146,"search_phrases":150,"slug":153,"view_count":36,"doi":154,"paper":155,"created_at":177},2772,"Analysis of Climate‑Smart Agriculture (CSA) Adoption Level on Tidal Land and Its Effect on Household Food Security","https:\u002F\u002Fdoi.org\u002F10.22004\u002Fag.econ.410358","Climate change is a universal challenge for all those natural resource-based sectors, including agriculture. The farming community should adapt to climate change effects through Climate Smart Agriculture (CSA) approaches to resolve the same. The objectives of the study are to analyze the level of technology adoption of CSA practices that have been implemented by rice farmers on tidal land, to analyze the level of household food security of rice farmers on tidal land, and to analyze the effect of the level of technology adoption of CSA practices towards household food security in Telang Jaya Village, Muara Telang District, Banyuasin Regency. Sixty farmers are used for the respondents number. A study method with a survey approach of visiting the research site directly is employed here. The outcomes of this study indicate an increased awareness of climate change among farmers; one way is by adopting CSA, which can optimize farm productivity and increase farmer income, thus positively impacting food security. The adoption rate of CSA technology, i.e., tractors, water pumps, drainage, direct seeding planting, and combined harvesters, positively influences food security.","气候变化是所有以自然资源为基础的部门（包括农业）面临的普遍挑战。农业社区应通过气候智能型农业（CSA）方法来适应气候变化的影响，以解决这一问题。本研究的目标是分析潮汐地稻农已实施的气候智能型农业实践的技术采纳水平，分析潮汐地稻农的家庭粮食安全水平，并分析气候智能型农业实践的技术采纳水平对Banyuasin县Muara Telang区Telang Jaya村家庭粮食安全的影响。研究选取60名农民作为受访者。本研究采用直接前往研究地点进行调查的研究方法。研究结果表明，农民对气候变化的意识有所提高；其中一种方式就是采纳气候智能型农业，这可以优化农业生产率并增加农民收入，从而对粮食安全产生积极影响。气候智能型农业技术的采纳率，即拖拉机、水泵、排水、直播种植和联合收割机，对粮食安全产生正向影响。","2026-09-16T00:00:00Z",60,{"impact":17,"substance":141,"depth":142,"authority":106,"freshness":21,"relevant":22,"comment":143},16,14,"基于60户农户调研的CSA技术采纳与粮食安全实证研究，结论明确但样本小、地域性强，属细分领域学术进展，可作为主题页聚合素材。",[145],{"name":101,"url":135},[27,29,147,148,149],"技术采纳","水稻种植","盐沼地",[151,152],"气候智慧农业 技术采纳 水稻种植 粮食安全","气候智慧农业 技术采纳","气候智慧农业技术采纳水稻种植粮食安全-2772","10.22004\u002Fag.econ.410358",{"doi":154,"openalex_id":156,"authors":157,"venue":101,"cited_by_count":36,"oa_url":135,"card":172,"direction":51,"ingested_from":52},"W7213409702",[158,160,162,164,166,168,170],{"name":159,"orcid":9},"Yamin M.",{"name":161,"orcid":9},"Wahyu Swasdiningrum Putri Trisna",{"name":163,"orcid":9},"Dwi Saputri Salsabilah",{"name":165,"orcid":9},"Firdha Tafarini Meitry",{"name":167,"orcid":9},"Ayu Sulastri Merna",{"name":169,"orcid":9},"Damayanthy Dini",{"name":171,"orcid":9},"Ramadani Andelia Siti",{"tldr":173,"method":174,"finding":175,"direction":49,"opportunity":176},"分析潮汐地稻农采用气候智慧型农业技术的程度及其对家庭粮食安全的影响。","对60户稻农进行实地问卷调查，分析CSA技术采用水平与粮食安全的关系。","采用拖拉机、水泵、排水、直播和联合收割机等CSA技术能正向影响家庭粮食安全。","可探究不同CSA技术组合对粮食安全的差异化贡献，并引入遥感或物联网监测采用动态。","2026-09-17T23:30:13.841443Z",{"id":179,"title":180,"url":181,"summary":182,"summary_zh":183,"content":9,"source_name":184,"source_url":181,"published_at":138,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":185,"score_detail":186,"sources":189,"tags":191,"search_phrases":195,"slug":198,"view_count":36,"doi":199,"paper":200,"created_at":217},2769,"Climate change impacts and resilience pathways in somalia through a systematic review","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs42452-026-09538-5","Somalia is among the most climate-vulnerable countries worldwide, characterized by predominantly arid and semi-arid regions increasingly affected by recurrent droughts, irregular precipitation, rising temperatures, land degradation, and water scarcity, all of which compromise livelihoods, food security, and socio-economic stability. This study addresses the limited synthesis of recent, spatially explicit evidence on climate change impacts in Somalia by bringing together current literature and institutional reports to analyze the effects of climate change and identify adaptation and resilience strategies The review is entirely desk-based and utilizes 30 secondary data articles from reputable sources such as FAO-SWALIM, the World Bank, ICPAC, FSNAU, USAID, and peer-reviewed research articles from Scopus and web of science published from 2008 to 2025. The results showed that over 60% of Somalia’s territory is categorized as arid or hyper-arid, with the southern parts seeing the most acute soil erosion and environmental deterioration. Significant drought occurrences, especially in 2010–2011 and 2016–2017, were greatly impacted by extensive climatic factors including ENSO and the Indian Ocean Dipole. Climate variability has resulted in reduced crop yields, pasture degradation, livestock mortality, persistent water shortages, and extensive food insecurity, while inadequate governance, restricted climate financing, and deficient early-warning and monitoring systems hinder effective adaptation. The review emphasizes that climate change presents a systemic threat to Somalia’s environmental and livelihood systems, highlighting the necessity for integrated, spatially informed strategies that incorporate GIS-based environmental monitoring, sustainable land and water management, climate-smart agriculture, strengthened institutions, and enhanced access to climate finance to support long-term resilience and sustainable development.","索马里是全球最易受气候变化影响的国家之一，其国土以干旱和半干旱地区为主，日益受到反复出现的干旱、降水不规律、气温上升、土地退化及水资源短缺的影响，这些问题共同威胁着生计、粮食安全和社会经济稳定。本研究针对索马里气候变化影响近期空间明确证据综合不足的问题，汇集当前文献和机构报告，分析气候变化的影响并识别适应与韧性策略。本综述完全基于案头研究，使用了来自FAO-SWALIM、世界银行、ICPAC、FSNAU、USAID等知名来源的30篇二手数据文献，以及2008年至2025年间发表于Scopus和Web of Science的同行评审研究论文。结果表明，索马里超过60%的领土被归类为干旱或极度干旱，南部地区土壤侵蚀和环境退化最为严重。重大干旱事件，尤其是2010—2011年和2016—2017年的干旱，受到包括厄尔尼诺-南方涛动（ENSO）和印度洋偶极子（IOD）在内的广泛气候因素的显著影响。气候变率导致作物减产、牧场退化、牲畜死亡、持续的水资源短缺和大范围的粮食不安全，而治理不足、气候融资受限以及预警和监测系统薄弱则阻碍了有效适应。本综述强调，气候变化对索马里的环境和生计系统构成系统性威胁，凸显了采取综合性、空间信息化策略的必要性，这些策略应包括基于GIS的环境监测、可持续土地和水资源管理、气候智慧型农业、强化制度以及增强气候融资渠道，以支持长期韧性和可持续发展。","Discover Applied Sciences",76,{"impact":18,"substance":187,"depth":105,"authority":106,"freshness":17,"relevant":22,"comment":188},20,"系统综述整合2008-2025年30篇文献，揭示索马里干旱与粮食安全影响并提出GIS监测与气候智慧农业等韧性路径，对干旱区农业信息化有参考价值。",[190],{"name":184,"url":181},[27,192,29,193,194],"气候变化","遥感监测","干旱监测",[196,197],"气候智慧农业 干旱监测 气候变化 粮食安全","气候智慧农业 干旱监测","气候智慧农业干旱监测气候变化粮食安全-2769","10.1007\u002Fs42452-026-09538-5",{"doi":199,"openalex_id":201,"authors":202,"venue":184,"cited_by_count":36,"oa_url":181,"card":212,"direction":51,"ingested_from":52},"W7213257664",[203,205,207,210],{"name":204,"orcid":9},"Abdiaziz Hassan Nur",{"name":206,"orcid":9},"Mohamed Osman Abdulkadir",{"name":208,"orcid":209},"Omar Ali","https:\u002F\u002Forcid.org\u002F0009-0001-3009-1850",{"name":211,"orcid":9},"Ahmed Sodal Asir",{"tldr":213,"method":214,"finding":215,"direction":49,"opportunity":216},"系统综述索马里气候变化影响与韧性路径，基于30篇文献与机构报告。","文献综述，采用FAO-SWALIM、世行等2008-2025年30篇二手数据。","超60%国土干旱，干旱致减产、缺水与粮食不安全，治理与预警不足阻碍适应。","可结合GIS与遥感构建索马里干旱预警和气候智慧型农业适应决策模型。","2026-09-17T23:30:10.557669Z",{"id":219,"title":220,"url":221,"summary":222,"summary_zh":223,"content":9,"source_name":224,"source_url":221,"published_at":225,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":226,"score_detail":227,"sources":230,"tags":232,"search_phrases":236,"slug":239,"view_count":36,"doi":240,"paper":241,"created_at":263},2643,"Unveiling the impacts of high-standard farmland construction on climate-smart agriculture","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.landusepol.2026.108338","Extreme climate risks and farmland structural constraints are intensifying agricultural vulnerability, making the improvement of climate-smart agriculture (CSA) essential for enhancing agricultural resilience and sustainability. High-standard farmland construction (HSFC) represents an important practice for advancing CSA by improving cultivated land quality and farmland infrastructure. However, existing studies have mainly examined HSFC’s effects on single outcomes, including yield, efficiency, or environmental performance, with insufficient attention to whether it can simultaneously advance multiple CSA objectives or generate synergies and trade-offs among them. To examine the multidimensional linkages between HSFC and CSA, this study proposes an integrated Pressure-State-Response-Objective (PSRO) analytical framework. Using 2003–2022 panel data for 122 counties in Hunan Province, we apply a continuous difference-in-differences (DID) model and mechanism tests to estimate HSFC’s policy effects and assess transmission through input optimization, technology upgrading, and cultivated-land habitat quality. Results show that (1) HSFC has a positive and significant policy effect on CSA, with estimated coefficients of about 0.011–0.012 across specifications; (2) HSFC positively influences CSA in pillars food security and climate adaptation, but negatively affects pillar carbon mitigation in the short term; (3) heterogeneous effects are evident across regions, with stronger impacts where regional development conditions and land-consolidation potential are more favorable; (4) CSA gains from HSFC arise from improved farmland production conditions, reduced per-output input pressure, and complementary technological and cultivated-land habitat improvements. This study links a land-consolidation mega-program with a multi-pillar CSA index under an integrated PSRO framework and offers guidance for coordinating food security, climate resilience, and carbon mitigation.","极端气候风险与耕地结构性约束正在加剧农业脆弱性，提升气候智慧型农业（CSA）水平对于增强农业韧性与可持续性至关重要。高标准农田建设（HSFC）通过改善耕地质量和农田基础设施，是推进CSA的重要实践。然而，现有研究主要考察HSFC对产量、效率或环境绩效等单一结果的影响，对其能否同时推进CSA多重目标或在其间产生协同与权衡关注不足。为考察HSFC与CSA之间的多维关联，本研究提出压力—状态—响应—目标（PSRO）综合分析框架。基于湖南省122个县2003—2022年面板数据，采用连续型双重差分（DID）模型及机制检验，估计HSFC的政策效应，并从投入优化、技术升级和耕地生境质量三个方面评估其传导路径。结果表明：（1）HSFC对CSA具有显著正向政策效应，各设定下估计系数约为0.011—0.012；（2）HSFC对粮食安全和气候适应两个维度具有正向影响，但短期内对碳减排维度产生负向影响；（3）区域异质性明显，在区域发展条件和土地整治潜力更有利的地区影响更强；（4）HSFC带来的CSA增益源于农田生产条件改善、单位产出投入压力降低以及技术与耕地生境改善的互补效应。本研究在综合PSRO框架下将土地整治重大工程与多维度CSA指数相衔接，为协调粮食安全、气候韧性与碳减排提供指导。","Land Use Policy","2026-09-15T00:00:00Z",80,{"impact":18,"substance":228,"depth":18,"authority":142,"freshness":17,"relevant":22,"comment":229},22,"基于湖南122县20年面板数据的DID实证研究，揭示高标准农田建设对气候智慧农业的多维影响及碳减排短期权衡，方法新颖、结论可靠，对耕地保护与气候韧性政策有参考价值。",[231],{"name":224,"url":221},[233,27,234,235,29],"高标准农田","农业碳减排","耕地质量",[237,238],"气候智慧农业 农业碳减排 高标准农田 粮食安全","气候智慧农业 农业碳减排","气候智慧农业农业碳减排高标准农田粮食安全-2643","10.1016\u002Fj.landusepol.2026.108338",{"doi":240,"openalex_id":242,"authors":243,"venue":224,"cited_by_count":36,"oa_url":257,"card":258,"direction":51,"ingested_from":52},"W7213291178",[244,247,249,251,253,255],{"name":245,"orcid":246},"Yao Yao","https:\u002F\u002Forcid.org\u002F0000-0002-6723-6152",{"name":248,"orcid":9},"Lisi Ling",{"name":250,"orcid":9},"Xu Bi",{"name":252,"orcid":9},"Chunhua Li",{"name":254,"orcid":9},"Xueyuan Chen",{"name":256,"orcid":9},"Guy M. Robinson","https:\u002F\u002Fwww.sciencedirect.com\u002Fscience\u002Farticle\u002Fpii\u002FS0264837726004229\u002Fpdf",{"tldr":259,"method":260,"finding":261,"direction":49,"opportunity":262},"研究高标准农田建设对气候智慧型农业的多维影响及协同权衡关系。","构建PSRO框架，用2003-2022年湖南122县面板数据和连续DID模型。","高标准农田建设显著促进气候智慧型农业，但短期对碳减排有负向影响。","可探究高标准农田建设长期碳减排效应及不同区域协同优化路径。","2026-09-16T23:30:11.907387Z",{"id":265,"title":266,"url":267,"summary":268,"summary_zh":269,"content":9,"source_name":270,"source_url":267,"published_at":271,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":272,"score_detail":273,"sources":275,"tags":277,"search_phrases":281,"slug":284,"view_count":22,"doi":285,"paper":286,"created_at":311},2417,"Climate-smart but economically vulnerable: livelihood strategy choices among millet-producing households in Central Tanzania","https:\u002F\u002Fdoi.org\u002F10.1080\u002F14735903.2026.2728319","The irony of climate-smart agriculture is particularly evident in central Tanzania, where farmers cultivating millet, a crop promoted as climate change solutions, face the most difficult livelihood choices. This study examines the livelihood strategies of millet farmers in the Manyoni and Bahi districts of central Tanzania, including the factors influencing these choices. A triangulated clustering analysis based on the activity approach classified the 417 farming households into five distinct clusters, where income levels, commercialization indices, and food security scores were compared. A multinomial logit model examined the drivers of livelihood strategy choices. The results identify five distinct livelihood strategies, with the majority of farmers engaging in multiple economic activities, such as off-farm activities, livestock keeping, and cultivating commercial crops. Cluster 1 represents 28% of households, with the highest income, food security, and market participation, primarily due to finger millet cultivation. In contrast, Cluster 4, comprising farmers who grow only pearl millet, is the poorest, with low income and limited market participation. The key drivers of cluster choices included education, age, extension services, and geographical location. Findings highlight that livelihood strategies among millet-producing households yield distinct welfare outcomes; thus, policies and interventions should prioritize livelihood combinations that result in improved food security and economic resilience.","气候智能型农业的讽刺之处在坦桑尼亚中部尤为明显：种植小米——一种被宣传为气候变化解决方案的作物——的农民却面临着最艰难的生计选择。本研究考察了坦桑尼亚中部马尼奥尼区和巴希区小米种植户的生计策略，包括影响这些选择的因素。基于活动方法的三角聚类分析将417个农户划分为五个不同的集群，并对收入水平、商业化指数和粮食安全得分进行了比较。多项Logit模型检验了生计策略选择的驱动因素。结果识别出五种不同的生计策略，大多数农民从事多种经济活动，如非农活动、畜牧养殖和种植经济作物。集群1占农户的28%，拥有最高的收入、粮食安全和市场参与度，主要归因于指状粟的种植。相比之下，集群4由仅种植珍珠粟的农民组成，是最贫困的群体，收入低且市场参与有限。集群选择的关键驱动因素包括教育、年龄、推广服务和地理位置。研究结果表明，小米种植户的生计策略产生了不同的福利结果；因此，政策和干预措施应优先考虑能够改善粮食安全和经济韧性的生计组合。","International Journal of Agricultural Sustainability","2026-09-11T00:00:00Z",72,{"impact":20,"substance":104,"depth":105,"authority":106,"freshness":21,"relevant":22,"comment":274},"基于417户聚类与多项Logit模型的实证研究，揭示气候智慧型作物种植户的生计分化与福利差异，对同类地区政策设计有参考价值，但属区域性研究，公共影响有限。",[276],{"name":270,"url":267},[27,29,278,279,280],"小农户增收","小米种植","农户生计",[282,283],"气候智慧农业 小农户增收 农户生计 小米种植","气候智慧农业 小农户增收","气候智慧农业小农户增收农户生计小米种植-2417","10.1080\u002F14735903.2026.2728319",{"doi":285,"openalex_id":287,"authors":288,"venue":270,"cited_by_count":36,"oa_url":267,"card":305,"direction":51,"ingested_from":52},"W7212316876",[289,291,294,297,300,302],{"name":290,"orcid":9},"Prisca E. Kimaro",{"name":292,"orcid":293},"Niloofar Khalili","https:\u002F\u002Forcid.org\u002F0000-0002-9079-518X",{"name":295,"orcid":296},"Constance Rybak","https:\u002F\u002Forcid.org\u002F0000-0002-7581-8021",{"name":298,"orcid":299},"Stefan Sieber","https:\u002F\u002Forcid.org\u002F0000-0002-4849-7277",{"name":301,"orcid":9},"Daniel Ndyetabula",{"name":303,"orcid":304},"Dagmar Mithöfer","https:\u002F\u002Forcid.org\u002F0000-0002-9347-682X",{"tldr":306,"method":307,"finding":308,"direction":309,"opportunity":310},"研究坦桑尼亚中部小米种植户的生计策略选择及其影响因素。","对417户聚类分析，并用多项Logit模型分析生计策略驱动因素。","多数农户采取多种经营活动，仅种珍珠粟的农户最贫困，教育、年龄、推广服务和地理位置是关键驱动因素。","数字乡村与农业信息化","可探索数字推广服务如何帮助气候智慧型作物种植户优化生计组合、提升经济韧性。","2026-09-14T23:30:11.425655Z"]