[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-5139":3,"related-5139":104},{"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,"primary_topic":32,"secondary_topics":38,"classification":39,"search_phrases":82,"slug":85,"view_count":86,"doi":87,"paper":88,"created_at":103},5139,"Association between digital agricultural technology promotion and farmers’ adoption of extreme climate adaptation technologies: evidence from chili pepper farmers in Guizhou Province, China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1914305","Adaptation technologies are important for reducing the risks associated with extreme climatic events, particularly in mountainous areas where complex topography can increase agricultural vulnerability. Digital Agricultural Technology Promotion (DATP) provides an increasingly important channel through which farmers access information related to climate adaptation technologies. However, empirical evidence on the association between DATP and farmers’ adoption of such technologies in mountainous areas remains limited. Using survey data from 846 chili pepper farmers in Guizhou Province, China, this study employs baseline regression, mediation analysis, moderation analysis, and heterogeneity analysis to examine the association between DATP and farmers’ adoption of extreme climate adaptation technologies. The results show that DATP is significantly and positively associated with both adoption degree and sustained adoption willingness. Mediation analysis identifies three potential pathways consistent with this association: broader information access channels, greater information trust, and stronger information application ability. Moderation analysis further shows that benefit and risk expectation confirmation significantly condition the association between DATP and adaptation behavior. Heterogeneity analysis indicates that the positive association is strongest for water resource management and biological control technologies and is relatively stronger among pure farmers, farmers with higher digital literacy, and large-scale chili farmers. These findings highlight the relevance of information access, information credibility, digital capabilities, and farmer heterogeneity in understanding digital approaches to climate adaptation in mountainous agricultural areas. The findings provide empirical evidence for developing differentiated digital strategies to support farmers’ climate adaptation.","适应技术对于降低极端气候事件相关风险具有重要意义，在复杂地形加剧农业脆弱性的山区尤为如此。数字农业技术推广（Digital Agricultural Technology Promotion，DATP）为农户获取气候适应技术相关信息提供了日益重要的渠道。然而，关于DATP与山区农户采纳此类技术之间关联的实证证据仍然有限。本研究利用来自中国贵州省846户辣椒种植户的调查数据，采用基准回归、中介分析、调节分析和异质性分析，考察DATP与农户极端气候适应技术采纳之间的关联。结果表明，DATP与采纳程度和持续采纳意愿均呈显著正相关。中介分析识别出与该关联相符的三条潜在路径：更广泛的信息获取渠道、更高的信息信任以及更强的信息应用能力。调节分析进一步表明，收益与风险预期确认显著调节DATP与适应行为之间的关联。异质性分析表明，该正向关联在水资源管理和生物防治技术中最为显著，且在纯农户、数字素养较高的农户和规模化辣椒种植户中相对更强。上述发现凸显了信息获取、信息可信度、数字能力和农户异质性在理解山区农业气候适应数字化路径中的相关性。研究结果为制定差异化数字策略以支持农户气候适应提供了实证依据。",null,"Frontiers in Sustainable Food Systems","2026-10-16T00:00:00Z","论文",10,false,76,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},16,21,17,13,9,1,"基于846户贵州椒农调查的实证研究，揭示数字农技推广与气候适应技术采纳的关联机制，数据扎实、结论有政策参考价值，值得入选。",[25],{"name":10,"url":6},[27,28,29,30,31],"数字农业","农户采纳","气候适应","贵州农业","辣椒种植",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},"H3","irrigation","水资源与灌溉","\u002Ftopic\u002Fenvironment\u002Firrigation","H",[],{"status":40,"locked":14,"version":41,"method":42,"evidence":43},"classified","2026-10-22.2","rules",{"candidates":44,"agricultural_evidence":47},[45,53,59,64,71,77],{"code":33,"score":46,"supported":47,"title":48,"abstract":49,"tags":52},6,true,[],[50,51],"水资源","water resource",[],{"code":54,"score":55,"supported":47,"title":56,"abstract":57,"tags":58},"H7",4,[],[29],[29],{"code":60,"score":55,"supported":47,"title":61,"abstract":62,"tags":63},"I1",[],[27],[27],{"code":65,"score":66,"supported":47,"title":67,"abstract":68,"tags":70},"B1",3,[],[69],"辣椒",[],{"code":72,"score":66,"supported":47,"title":73,"abstract":74,"tags":76},"F4",[],[75],"生物防治",[],{"code":78,"score":22,"supported":14,"title":79,"abstract":80,"tags":81},"G2",[],[],[28],[83,84],"贵州 辣椒 农户 数字农业","数字农业技术推广 气候适应","贵州辣椒农户数字农业-5139",0,"10.3389\u002Ffsufs.2026.1914305",{"doi":87,"openalex_id":89,"authors":90,"venue":10,"cited_by_count":86,"oa_url":95,"card":96,"direction":100,"ingested_from":102},"W7222443624",[91,93],{"name":92,"orcid":9},"Hongjuan Gao",{"name":94,"orcid":9},"Han Huiqing","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1914305\u002Fpdf",{"tldr":97,"method":98,"finding":99,"direction":100,"opportunity":101},"基于贵州846户椒农调查，分析数字农业技术推广与农户极端气候适应技术采纳的关联。","贵州椒农问卷数据，基线回归、中介、调节与异质性分析。","数字推广显著正向关联采纳程度与持续意愿，信息获取、信任、应用能力为中介路径。","数字乡村与农业信息化","可延伸研究数字推广对不同作物、不同地形区农户气候适应行为的差异化机制与长期效果。","openalex","2026-10-17T23:30:06.590477Z",{"total":46,"page":22,"page_size":46,"items":105},[106,164,232,298,392,455],{"id":107,"title":108,"url":109,"summary":110,"summary_zh":111,"content":9,"source_name":112,"source_url":109,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":113,"score_detail":114,"sources":120,"tags":122,"primary_topic":127,"secondary_topics":128,"classification":129,"search_phrases":146,"slug":149,"view_count":86,"doi":150,"paper":151,"created_at":163},5145,"GREEN ENTREPRENEURSHIP FOR POVERTY ALLEVIATION IN CLIMATE-VULNERABLE AREA OF BORNO STATE","https:\u002F\u002Fdoi.org\u002F10.56160\u002Fjaeess.12.2.3","Borno State, Northeast Nigeria, faces a complex nexus of climate vulnerability, poverty, and insurgency that undermines livelihoods and resilience. This study explores the potential of green entrepreneurship as a complementary strategy for poverty alleviation and climate adaptation. Drawing on six focus group discussions with farmers, traders, and artisans, and ten key‑informant interviews with experts, data were thematically analysed using NVivo 12. Findings reveal strong community interest in ventures such as solar irrigation, climate‑smart agriculture, waste recycling, and energy‑efficient technologies, but progress is constrained by finance gaps, inadequate technical skills, weak infrastructure, and fragmented policy. The study proposes a four‑pillar framework (finance, capacity, policy, and markets) that integrates community aspirations with expert recommendations. This framework emphasizes blended finance, context‑specific training, coordinated policy support, and market development as mutually reinforcing strategies. Green entrepreneurship, therefore, should be treated not as a stand‑alone solution but as part of a broader resilience pathway in fragile, climate‑vulnerable settings.","尼日利亚东北部的博尔诺州面临着气候脆弱性、贫困与叛乱交织的复杂困局，三者共同削弱了当地民众的生计与韧性。本研究探讨绿色创业作为减贫与气候适应补充策略的潜力。研究基于与农民、商贩和手工业者开展的六次焦点小组讨论，以及对专家的十次关键知情人访谈，采用NVivo 12对数据进行主题分析。研究发现，社区对太阳能灌溉、气候智慧型农业、废物回收和节能技术等创业活动表现出浓厚兴趣，但进展受到融资缺口、技术技能不足、基础设施薄弱和政策碎片化的制约。本研究提出一个四支柱框架（融资、能力、政策和市场），将社区诉求与专家建议相结合。该框架强调混合融资、因地制宜的培训、协调一致的政策支持和市场开发作为相互强化的策略。因此，绿色创业不应被视为孤立的解决方案，而应作为气候脆弱地区更广泛韧性路径的组成部分。","JOURNAL OF AGRICULTURAL ECONOMICS ENVIRONMENT AND SOCIAL SCIENCES",62,{"impact":115,"substance":116,"depth":117,"authority":118,"freshness":21,"relevant":22,"comment":119},8,18,15,12,"聚焦尼日利亚博尔诺州气候脆弱区绿色创业减贫的质性研究，提出四支柱框架，方法规范但属区域案例，对国内三农信息化参考价值有限。",[121],{"name":112,"url":109},[29,123,124,125,126],"尼日利亚","绿色创业","减贫","博尔诺州",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":130},{"candidates":131,"agricultural_evidence":47},[132,137,141],{"code":33,"score":46,"supported":47,"title":133,"abstract":134,"tags":136},[],[135,34],"灌溉",[],{"code":54,"score":55,"supported":47,"title":138,"abstract":139,"tags":140},[],[29],[29],{"code":60,"score":66,"supported":47,"title":142,"abstract":143,"tags":145},[],[144],"smart agriculture",[],[147,148],"博尔诺州 绿色创业","尼日利亚 气候脆弱区 减贫","博尔诺州绿色创业-5145","10.56160\u002Fjaeess.12.2.3",{"doi":150,"openalex_id":152,"authors":153,"venue":112,"cited_by_count":86,"oa_url":9,"card":156,"direction":162,"ingested_from":102},"W7222395646",[154],{"name":155,"orcid":9},"W M Bukar",{"tldr":157,"method":158,"finding":159,"direction":160,"opportunity":161},"研究尼日利亚博尔诺州绿色创业扶贫与气候适应潜力。","6组焦点小组讨论与10位关键知情人访谈，NVivo 12主题分析。","社区对太阳能灌溉等有兴趣，但受资金、技能、基建和政策制约，提出四支柱框架。","农业绿色发展与碳","可在气候脆弱冲突区量化绿色创业对减贫与韧性的因果效应，并试点混合融资机制。","智慧农业 \u002F 农业物联网","2026-10-17T23:30:08.327914Z",{"id":165,"title":166,"url":167,"summary":168,"summary_zh":169,"content":9,"source_name":170,"source_url":167,"published_at":171,"category":12,"cover_url":9,"hotness":172,"is_selected":14,"score":173,"score_detail":174,"sources":177,"tags":182,"primary_topic":187,"secondary_topics":188,"classification":189,"search_phrases":216,"slug":219,"view_count":212,"doi":220,"paper":221,"created_at":231},5073,"INCREASING REGIONAL ADDED VALUE THROUGH THE PROCESSING OF AGRICULTURAL PRODUCTS IN THE REPUBLIC OF KARAKALPAKSTAN","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23383466","This article examines the economic and environmental significance of using digital innovations to develop green agriculture in the Republic of Karakalpakstan. It analyzes challenges related to water scarcity, soil salinity, production costs, and the efficiency of natural resource utilization. The article highlights the potential of digital monitoring, smart irrigation, remote sensing, and data-driven management to improve agricultural production outcomes.","本文探讨了在卡拉卡尔帕克斯坦共和国利用数字创新发展绿色农业的经济与环境意义。文章分析了与水资源短缺、土壤盐渍化、生产成本以及自然资源利用效率相关的挑战。文章强调了数字监测、智能灌溉、遥感以及数据驱动管理在改善农业生产成效方面的潜力。","Zenodo (CERN European Organization for Nuclear Research)","2026-10-15T00:00:00Z",25,63,{"impact":118,"substance":17,"depth":175,"authority":118,"freshness":21,"relevant":22,"comment":176},14,"聚焦乌兹别克斯坦卡拉卡尔帕克斯坦地区数字农业与盐碱地治理，属区域案例研究，对国内智慧农业与盐碱地改良有参考价值，但影响层级与信息增量有限。",[178,179],{"name":170,"url":167},{"name":180,"url":181},"SAMARALI TA’LIM VA BARQAROR INNOVATSIYALAR JURNALI","https:\u002F\u002Finnovativepublication.uz\u002Findex.php\u002Fjelsi\u002Farticle\u002Fview\u002F6404",[27,183,184,185,186],"智慧农业","智能灌溉","盐碱地治理","遥感监测",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":190},{"candidates":191,"agricultural_evidence":47},[192,196,204,211],{"code":33,"score":13,"supported":47,"title":193,"abstract":194,"tags":195},[],[135,50,34],[184],{"code":197,"score":198,"supported":47,"title":199,"abstract":200,"tags":203},"H2",7,[],[201,202],"土壤","soil",[185],{"code":205,"score":198,"supported":47,"title":206,"abstract":207,"tags":210},"I3",[],[208,209],"遥感","remote sensing",[186],{"code":60,"score":212,"supported":14,"title":213,"abstract":214,"tags":215},2,[],[],[27,183],[217,218],"卡拉卡尔帕克斯坦 数字农业","咸海地区 盐碱地 智能灌溉","卡拉卡尔帕克斯坦数字农业-5073","10.5281\u002Fzenodo.23383466",{"doi":220,"openalex_id":222,"authors":223,"venue":170,"cited_by_count":86,"oa_url":167,"card":226,"direction":162,"ingested_from":102},"W7221970206",[224],{"name":225,"orcid":9},"Sholpan Eshimova",{"tldr":227,"method":228,"finding":229,"direction":160,"opportunity":230},"研究卡拉卡尔帕克斯坦通过农产品加工与数字创新提升区域附加值。","分析水资源短缺、土壤盐渍化等挑战，评估数字监测、智能灌溉、遥感和数据管理潜力。","数字创新可提高农业生产效率并促进绿色农业发展。","可量化数字技术对盐碱地农业附加值及资源效率的贡献，探索适配干旱区的智慧农业模式。","2026-10-16T23:30:07.817464Z",{"id":233,"title":234,"url":235,"summary":236,"summary_zh":237,"content":9,"source_name":170,"source_url":235,"published_at":238,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":239,"score_detail":240,"sources":242,"tags":244,"primary_topic":249,"secondary_topics":250,"classification":255,"search_phrases":281,"slug":284,"view_count":22,"doi":285,"paper":286,"created_at":297},4516,"SUSTAINABLE WATER MANAGEMENT AND FARM PRODUCTIVITY IN UZBEKISTAN: ECONOMIC OPPORTUNITIES AND CONSTRAINTS IN AGRO- MANAGEMENT","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.23204413","This article analyzes the relationship between sustainable management of agricultural water resources and farm productivity in Uzbekistan from an agro-management perspective. Agriculture in the country is significantly dependent on irrigation water, and climate change, limited water resources, aging irrigation infrastructure, rising energy costs, and increasing demand for water make water management a strategic issue. The aim of the study is to identify the economic opportunities for increasing water use efficiency, the impact of modern irrigation technologies on farm productivity, and the main constraints to their implementation. The study was conducted based on a systematic narrative literature review. It analyzed international and institutional sources on water management, irrigation efficiency, climate-adapted agriculture, digital technologies, and agroeconomics. The results show that irrigation planning, drip irrigation, canal modernization, land leveling, soil moisture monitoring, remote sensing, and digital management systems can improve water use efficiency. However, the implementation of these technologies is limited by high initial investment, limited financial resources, lack of technical knowledge, infrastructure problems, and insufficient institutional coordination in water management. The study concluded that sustainable water management in Uzbekistan requires, in addition to technological solutions, training farmers, improving financial mechanisms, developing digital information systems, and strengthening cooperation between water management institutions.","本文从农业管理视角分析乌兹别克斯坦农业水资源可持续管理与农场生产力之间的关系。该国农业高度依赖灌溉用水，而气候变化、水资源有限、灌溉基础设施老化、能源成本上升以及用水需求不断增加，使水资源管理成为战略性问题。本研究旨在识别提高水资源利用效率的经济机遇、现代灌溉技术对农场生产力的影响及其推广实施的主要制约因素。研究基于系统性叙述性文献综述开展，分析了有关水资源管理、灌溉效率、气候适应性农业、数字技术和农业经济学的国际与机构来源资料。结果表明，灌溉规划、滴灌、渠道现代化、土地平整、土壤湿度监测、遥感以及数字化管理系统可以提高水资源利用效率。然而，这些技术的实施受到高额初始投资、资金有限、技术知识缺乏、基础设施问题以及水资源管理领域制度协调不足的制约。研究得出结论，乌兹别克斯坦实现可持续水资源管理，除技术解决方案外，还需要培训农民、完善金融机制、发展数字信息系统，并加强水资源管理机构之间的合作。","2026-10-07T00:00:00Z",70,{"impact":17,"substance":116,"depth":117,"authority":118,"freshness":21,"relevant":22,"comment":241},"系统综述揭示乌兹别克斯坦农业节水与数字灌溉技术的经济可行性与制度约束，对中亚农业信息化有参考价值，但非国内三农核心议题。",[243],{"name":170,"url":235},[27,245,246,247,248],"农业遥感","智慧灌溉","节水农业","乌兹别克斯坦",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[251],{"code":54,"slug":252,"name":253,"path":254,"parent_code":37},"climate","气候适应与防灾减灾","\u002Ftopic\u002Fenvironment\u002Fclimate",{"status":40,"locked":14,"version":41,"method":42,"evidence":256},{"candidates":257,"agricultural_evidence":47},[258,263,269,273,277],{"code":33,"score":259,"supported":47,"title":260,"abstract":261,"tags":262},11,[],[135,50,34],[246,247],{"code":54,"score":21,"supported":47,"title":264,"abstract":265,"tags":268},[],[266,29,267],"气候变化","climate change",[],{"code":205,"score":198,"supported":47,"title":270,"abstract":271,"tags":272},[],[208,209],[245],{"code":197,"score":46,"supported":47,"title":274,"abstract":275,"tags":276},[],[201,202],[],{"code":60,"score":22,"supported":14,"title":278,"abstract":279,"tags":280},[],[],[27],[282,283],"乌兹别克斯坦 灌溉水效率","滴灌 农场生产力","乌兹别克斯坦灌溉水效率-4516","10.5281\u002Fzenodo.23204413",{"doi":285,"openalex_id":287,"authors":288,"venue":170,"cited_by_count":86,"oa_url":235,"card":291,"direction":296,"ingested_from":102},"W7220939870",[289],{"name":290,"orcid":9},"Yusupov Yusufbek",{"tldr":292,"method":293,"finding":294,"direction":160,"opportunity":295},"综述乌兹别克斯坦农业水资源可持续管理与农场生产力的关系及经济制约。","系统叙述性文献综述，分析灌溉效率、数字技术等国际机构资料。","滴灌、遥感等可提效，但受高投资、资金、技术和制度协调不足制约。","可实证评估数字灌溉系统在中亚干旱区的小农采纳障碍与政策激励效果。","农业遥感与作物表型","2026-10-09T23:30:28.853699Z",{"id":299,"title":300,"url":301,"summary":302,"summary_zh":303,"content":9,"source_name":304,"source_url":301,"published_at":305,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":306,"score_detail":307,"sources":310,"tags":312,"primary_topic":316,"secondary_topics":321,"classification":323,"search_phrases":368,"slug":371,"view_count":86,"doi":372,"paper":373,"created_at":391},4242,"Integrated Irrigation and Disease Management Strategies for Sustainable Wheat Production and Improved Plant Health and Grain Yield","https:\u002F\u002Fdoi.org\u002F10.71317\u002Fkjard.2.10.2026.774","Wheat production was expected to provide reliable grain quality and farmer income while using less water and facing climatic variability, soil degradation, disease development, and rising energy costs. This literature-based paper critically synthesized verified research on irrigation, plant disease management, irrigation–disease interactions, sustainability, digital agriculture, and the Pakistan\u002Fdeveloping-economy context. It considered irrigation and plant health as related management areas rather than completely separate input decisions. The available evidence did not identify a universal irrigation technology or deficit percentage. Instead, it supported a context-specific approach that considered stored soil water and rainfall, protected important growth stages, managed canopy humidity and nitrogen, used resistant cultivars and clean seed, and applied surveillance, forecasting, and fungicides when justified. Global and China-focused studies reported that moderate deficit or optimized water-saving irrigation could improve water productivity, whereas severe water deficit commonly reduced yield. Jointing\u002Fstem elongation was repeatedly identified as an important stage for avoiding water stress, while anthesis and early grain filling were also important when water availability and disease risk required attention. Disease-management evidence emphasized genetic resistance, sanitation, crop rotation, scouting, and forecasting before chemical control. Fusarium head blight required particular attention to weather conditions around anthesis, residue inoculum, cultivar resistance, fungicide timing, and deoxynivalenol risk. Irrigation increased yield without increasing disease in some environments, although dense nitrogen-rich canopies, overhead wetting, and saturated soils could favor foliar diseases and waterlogging. Digital tools were considered decision-support infrastructure that linked observations, analysis, and management actions. Wheat-specific evidence was relatively stronger for soil-moisture scheduling and weather-based stripe-rust forecasting, whereas many claims involving artificial intelligence, UAVs, and variable-rate irrigation remained predictive or transferable rather than directly supported by causal field evidence. Evidence from Pakistan indicated dependence on groundwater, salinity and waterlogging problems, uneven disease surveillance, and barriers to technology adoption. Differences among official statistics also indicated the need for careful reconciliation rather than simple averaging. The paper proposed an integrated framework involving diagnosis, planning, stage-aware irrigation, plant-health protection, evaluation, and seasonal feedback. It also identified the need for multi-location and multi-season studies that evaluated water use, disease, grain quality, energy use, greenhouse-gas emissions, profitability, and equity together.","小麦生产被期望在提供可靠籽粒品质和农民收入的同时，减少用水并应对气候变异、土壤退化、病害发展和能源成本上升。这篇基于文献的论文批判性地综合了关于灌溉、植物病害管理、灌溉–病害相互作用、可持续性、数字农业以及巴基斯坦\u002F发展中经济体背景的已验证研究。它将灌溉和植物健康视为相关的管理领域，而非完全独立的投入决策。现有证据并未确定一种通用的灌溉技术或亏缺百分比。相反，它支持一种因地制宜的方法，即考虑土壤储水和降雨、保护重要生育阶段、管理冠层湿度和氮素、使用抗性品种和清洁种子，并在有依据时应用监测、预报和杀菌剂。全球和中国的研究报告称，适度亏缺或优化节水灌溉可提高水分生产力，而严重水分亏缺通常降低产量。拔节\u002F茎伸长阶段被反复确定为避免水分胁迫的重要阶段，而在水分可用性和病害风险需要关注时，开花期和灌浆早期也很重要。病害管理证据强调在化学防治之前采用遗传抗性、卫生措施、轮作、田间巡查和预报。赤霉病需要特别关注开花期前后的天气条件、残体接种体、品种抗性、杀菌剂施用时机和脱氧雪腐镰刀菌烯醇风险。在某些环境中，灌溉提高了产量而未增加病害，尽管密集的富氮冠层、 overhead wetting 和饱和土壤可能有利于叶部病害和渍害。数字工具被视为连接观测、分析和管理行动的决策支持基础设施。小麦-specific 证据在土壤水分调度和基于天气的条锈病预报方面相对更强，而许多涉及人工智能、无人机和变量灌溉的说法仍属于预测性或可迁移性，而非直接得到因果田间证据的支持。来自巴基斯坦的证据表明对地下水的依赖、盐渍化和渍害问题、病害监测不均衡以及技术采用的障碍。官方统计数据之间的差异也表明需要谨慎。","Kashmir Journal of Academic Research and Development","2026-10-04T00:00:00Z",66,{"impact":118,"substance":308,"depth":19,"authority":115,"freshness":21,"relevant":22,"comment":309},20,"综述性论文，系统整合灌溉与病害协同管理及数字农业证据，对小麦节水抗病生产有参考价值，但非原创数据、层级偏学术。",[311],{"name":304,"url":301},[27,183,313,314,315],"小麦","病害防控","灌溉管理",{"code":317,"slug":318,"name":313,"path":319,"parent_code":320},"A2","wheat","\u002Ftopic\u002Ffield-crops\u002Fwheat","A",[322],{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},{"status":40,"locked":14,"version":41,"method":42,"evidence":324},{"candidates":325,"agricultural_evidence":47},[326,330,334,339,346,350,356,362],{"code":317,"score":117,"supported":47,"title":327,"abstract":328,"tags":329},[318],[313,318],[313],{"code":33,"score":117,"supported":47,"title":331,"abstract":332,"tags":333},[34],[135,34],[315],{"code":60,"score":115,"supported":47,"title":335,"abstract":336,"tags":338},[],[27,337],"digital agriculture",[27,183],{"code":340,"score":46,"supported":47,"title":341,"abstract":342,"tags":345},"A7",[],[343,344],"轮作","crop rotation",[],{"code":197,"score":46,"supported":47,"title":347,"abstract":348,"tags":349},[],[201,202],[],{"code":54,"score":46,"supported":47,"title":351,"abstract":352,"tags":355},[],[353,354],"渍害","waterlogging",[],{"code":357,"score":66,"supported":47,"title":358,"abstract":359,"tags":361},"B7",[],[360],"greenhouse",[],{"code":363,"score":66,"supported":47,"title":364,"abstract":365,"tags":367},"I2",[],[366],"artificial intelligence",[],[369,370],"小麦 灌溉 病害 综合管理","小麦 节水灌溉 赤霉病","小麦灌溉病害综合管理-4242","10.71317\u002Fkjard.2.10.2026.774",{"doi":372,"openalex_id":374,"authors":375,"venue":304,"cited_by_count":86,"oa_url":301,"card":386,"direction":100,"ingested_from":102},"W7219840451",[376,378,380,382,384],{"name":377,"orcid":9},"Amir Khan Jamali",{"name":379,"orcid":9},"Zahir Muhammad Larik",{"name":381,"orcid":9},"Videsh Kumar",{"name":383,"orcid":9},"Um E Habiba",{"name":385,"orcid":9},"Amanullah Maree",{"tldr":387,"method":388,"finding":389,"direction":162,"opportunity":390},"综述小麦灌溉与病害管理整合策略，强调因地制宜而非通用方案。","文献综述，综合灌溉、病害、数字农业及巴基斯坦等发展经济体证据。","适度亏缺灌溉可提高水分生产力，但严重亏缺减产；病害管理需结合抗性、预测与适时用药。","AI、无人机和变量灌溉在小麦中的因果田间证据不足，可开展整合灌溉-病害的验证研究。","2026-10-05T23:30:30.962770Z",{"id":393,"title":394,"url":395,"summary":396,"summary_zh":9,"content":9,"source_name":397,"source_url":9,"published_at":398,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":399,"score_detail":400,"sources":404,"tags":406,"primary_topic":410,"secondary_topics":414,"classification":417,"search_phrases":442,"slug":445,"view_count":66,"doi":9,"paper":446,"created_at":454},4159,"Dynamic regulation of grid-scale high-efficiency precision irrigation for rice under climate variability（基于气候变化的网格尺度水稻精准灌溉动态调控）","https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs44264-026-00172-7","Dong Wenhao、Xu YaoWen、Zhangzhong Lili、Xu Xianghui、Wei Shiyu、Sun Ziqiang、Chen Yingshan、Zhang Pingan、Li Mo（npj Sustainable Agriculture 2026, 4(1): 61）。针对气候变化与区域水量供需失衡，文章提出「模拟-优化」协同的网格尺度水稻精准灌溉调度框架：使用WOFOST模型结合Sobol敏感性分析与粒子群优化，与多目标优化模型耦合生成可动态调整的灌溉策略。在黑龙江省三江平原与松嫩平原（332,500 km²）应用：模型精度提高，区域产量提升1.5%、灌溉用水减少8.0%；动态调度策略相比传统灌溉节水10.1%。","npj Sustainable Agriculture 2026, 4(1): 61","2026-09-28T00:00:00Z",83,{"impact":401,"substance":402,"depth":116,"authority":175,"freshness":46,"relevant":22,"comment":403},22,23,"核心期刊论文，提出模拟-优化协同的网格尺度水稻精准灌溉框架，在三江平原等区域验证节水增产效果，方法新颖、数据规模大，对智慧农业与气候适应有参考价值。",[405],{"name":397,"url":395},[183,407,29,408,409],"水稻","精准灌溉","三江平原",{"code":411,"slug":412,"name":407,"path":413,"parent_code":320},"A1","rice","\u002Ftopic\u002Ffield-crops\u002Frice",[415,416],{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},{"code":54,"slug":252,"name":253,"path":254,"parent_code":37},{"status":40,"locked":14,"version":41,"method":42,"evidence":418},{"candidates":419,"agricultural_evidence":47},[420,424,428,432,438],{"code":411,"score":308,"supported":47,"title":421,"abstract":422,"tags":423},[407,412],[407],[407],{"code":33,"score":308,"supported":47,"title":425,"abstract":426,"tags":427},[135,34],[135],[408],{"code":54,"score":118,"supported":47,"title":429,"abstract":430,"tags":431},[266],[266],[29],{"code":433,"score":66,"supported":47,"title":434,"abstract":435,"tags":437},"H8",[],[436],"sustainable agriculture",[],{"code":60,"score":22,"supported":14,"title":439,"abstract":440,"tags":441},[],[],[183],[443,444],"三江平原 水稻 精准灌溉","WOFOST 水稻 灌溉调度","三江平原水稻精准灌溉-4159",{"doi":9,"openalex_id":9,"authors":447,"venue":9,"cited_by_count":86,"oa_url":9,"card":448,"direction":162,"ingested_from":453},[],{"tldr":449,"method":450,"finding":451,"direction":162,"opportunity":452},"提出模拟-优化协同的网格尺度水稻精准灌溉调度框架，实现动态调控。","WOFOST作物模型、Sobol敏感性分析、粒子群优化与多目标优化耦合。","区域产量提升1.5%、灌溉用水减少8.0%，动态调度较传统灌溉节水10.1%。","可探索将网格尺度灌溉调度与实时物联网墒情监测、遥感数据同化结合，实现气候变率下的在线滚动优化。","agent","2026-10-04T00:09:10.154416Z",{"id":456,"title":457,"url":458,"summary":459,"summary_zh":460,"content":9,"source_name":461,"source_url":458,"published_at":462,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":463,"score_detail":464,"sources":466,"tags":468,"primary_topic":472,"secondary_topics":473,"classification":484,"search_phrases":526,"slug":529,"view_count":22,"doi":530,"paper":531,"created_at":542},3901,"Geospatial analysis of irrigation suitability in Nigeria using remote sensing and GIS","https:\u002F\u002Fdoi.org\u002F10.53030\u002Ftjags.1937471","This research offers a comprehensive geospatial evaluation of land suitability for irrigation across Nigeria. It leverages 2020 Moderate Resolution Imaging Spectroradiometer (MODIS) satellite data, processed within the Google Earth Engine (GEE) cloud-based computational environment. Given growing concerns about food security and climate variability, ascertaining areas amenable to irrigation is paramount for fostering sustainable agricultural development within Nigeria. This investigation integrated multi-temporal remote sensing observations, including the Normalized Difference Vegetation Index (NDVI), Land Surface Temperature (LST), and Normalized Difference Water Index - NDWI, to construct an Irrigation Suitability Index (ISI). These datasets underwent analysis at a 500-meter spatial resolution, encompassing the entirety of the nation. Weighted overlay analysis, performed within the GEE environment, generated a nationwide map delineating irrigation potential across five distinct categories: Very Low, Low, Moderate, High, and Very High suitability. The findings reveal suitability scores ranging from a minimum of 0.11 (very low) to a maximum of 1 (very high). Specifically, northern Nigerian states such as Sokoto, Kebbi, Yobe, and Borno demonstrated high to very high suitability. In contrast, southern states, including Lagos, Rivers, Cross River, and Delta, were characterized by very low suitability. The study underscores significant geographical disparities, particularly in arid northern regions which experience greater constraints due to lower precipitation and elevated evapotranspiration. These findings offer actionable directives for agricultural planners, policymakers, and stakeholders seeking to enhance irrigation capacity and strengthen food security resilience amidst evolving climatic conditions.","本研究对尼日利亚全国灌溉土地适宜性进行了综合地理空间评估。研究利用2020年中分辨率成像光谱仪（MODIS）卫星数据，在谷歌地球引擎（GEE）云端计算环境中进行处理。鉴于粮食安全和气候变率日益受到关注，确定适宜灌溉的区域对于促进尼日利亚可持续农业发展至关重要。本研究整合了多时相遥感观测数据，包括归一化植被指数（NDVI）、地表温度（LST）和归一化水体指数（NDWI），以构建灌溉适宜性指数（ISI）。这些数据集以500米空间分辨率进行分析，覆盖全国范围。在GEE环境中进行的加权叠加分析生成了全国灌溉潜力分布图，划分为五个类别：极低、低、中等、高和极高适宜性。研究结果显示，适宜性评分从最低0.11（极低）到最高1（极高）不等。具体而言，尼日利亚北部各州如索科托、凯比、约贝和博尔诺表现出高至极高适宜性。相比之下，南部各州包括拉各斯、河流州、十字河州和三角洲州则以极低适宜性为特征。研究强调了显著的地理差异，特别是干旱的北部地区因降水量较低和蒸散量较高而面临更大限制。这些发现为农业规划者、政策制定者和利益相关者提供了可操作的指导，以在气候条件不断变化的情况下增强灌溉能力并提升粮食安全韧性。","OpenAlex","2026-09-30T00:00:00Z",78,{"impact":116,"substance":401,"depth":19,"authority":20,"freshness":115,"relevant":22,"comment":465},"基于MODIS与GEE的全国尺度灌溉适宜性制图，方法规范、结论具体，对农业规划有参考价值，但属他国案例，国内落地性有限。",[467],{"name":461,"url":458},[27,469,208,470,471],"粮食安全","GIS","灌溉适宜性",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[474,479],{"code":205,"slug":475,"name":476,"path":477,"parent_code":478},"remote-sensing","遥感与农情监测","\u002Ftopic\u002Fdigital-agriculture\u002Fremote-sensing","I",{"code":480,"slug":481,"name":482,"path":483,"parent_code":478},"I4","gis","GIS与空间分析","\u002Ftopic\u002Fdigital-agriculture\u002Fgis",{"status":40,"locked":14,"version":41,"method":42,"evidence":485},{"candidates":486,"agricultural_evidence":47},[487,492,496,500,506,511,516,522],{"code":33,"score":19,"supported":47,"title":488,"abstract":489,"tags":491},[34],[135,34,490],"evapotranspiration",[],{"code":205,"score":117,"supported":47,"title":493,"abstract":494,"tags":495},[209],[208,209],[208],{"code":480,"score":21,"supported":47,"title":497,"abstract":498,"tags":499},[470],[],[470],{"code":501,"score":198,"supported":47,"title":502,"abstract":503,"tags":505},"A8",[],[469,504],"food security",[469],{"code":54,"score":66,"supported":47,"title":507,"abstract":508,"tags":510},[],[509],"干旱",[],{"code":433,"score":66,"supported":47,"title":512,"abstract":513,"tags":515},[],[514],"可持续农业",[],{"code":517,"score":66,"supported":47,"title":518,"abstract":519,"tags":521},"J1",[],[520],"农业规划",[],{"code":60,"score":22,"supported":14,"title":523,"abstract":524,"tags":525},[],[],[27],[527,528],"尼日利亚 灌溉适宜性 遥感","Google Earth Engine 灌溉","尼日利亚灌溉适宜性遥感-3901","10.53030\u002Ftjags.1937471",{"doi":530,"openalex_id":532,"authors":533,"venue":9,"cited_by_count":86,"oa_url":9,"card":537,"direction":296,"ingested_from":102},"W7214955379",[534],{"name":535,"orcid":536},"Emmanuel M. Menegbo","https:\u002F\u002Forcid.org\u002F0000-0002-6694-3226",{"tldr":538,"method":539,"finding":540,"direction":296,"opportunity":541},"用遥感与GIS评估尼日利亚全国灌溉适宜性并绘制五级分区图。","2020年MODIS数据在GEE中计算NDVI、LST、NDWI并加权叠加。","北部各州适宜性高，南部低，全国适宜性得分0.11至1。","可结合土壤、地下水与作物需水数据，将静态适宜性图升级为动态灌溉决策支持系统。","2026-10-01T23:30:29.159371Z"]