[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-1259":3,"related-1259":81},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":6,"published_at":10,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":15,"sources":23,"tags":27,"primary_topic":32,"secondary_topics":38,"classification":39,"search_phrases":60,"slug":63,"view_count":20,"doi":64,"paper":65,"created_at":80},1259,"POLICY BRIEF; Smart Agriculture as a Strategic Instrument for Reducing Urban–Rural Disparities in Land Use Efficiency in Kenya's Coast Region","https:\u002F\u002Fdoi.org\u002F10.6084\u002Fm9.figshare.33390214","1. Executive SummaryKenya's six coastal counties — Mombasa, Kwale, Kilifi, Tana River, Lamu, and Taita-Taveta — exhibit a persistent and widening gap between the efficiency with which urban land is used (dense, high-value, infrastructure-serviced) and the efficiency with which rural agricultural land is used (extensive, low-input, poorly serviced, and increasingly fragmented). This disparity undermines food security, drives unplanned rural-urban migration, and weakens the region's contribution to national and county development goals, including Vision 2030's economic pillar and the Bottom-Up Economic Transformation Agenda's agriculture value chain.Smart and digital agriculture — precision input management, mobile-based extension and market linkage, digital land and tenure records, remote-sensing-based land monitoring, and e-governance of agricultural value chains — offers a credible strategic lever for narrowing this gap without requiring rural land to replicate urban land-use intensity. The comparative and cross-country evidence base (including digital rural construction studies from China, smart territorial restructuring pilots in the EU, and Kenya's own mobile-money and e-extension experience) consistently associates digital agricultural transformation with improved land use efficiency, particularly where digital skills, tenure security, and market access improve together rather than in isolation.This brief argues that Kenya's coast region has the pre-conditions to convert this evidence into practice — mobile penetration, an active devolution architecture, and an existing inter-county coordination body (JKP) — but lacks a shared governance instrument to sequence and finance smart agriculture investment across counties. It proposes the Smart Agriculture Land-Use Convergence Framework (SALCF) as that instrument, structured around six pillars: digital land information and tenure; precision and climate-smart production technology; digital extension and market access; digital and physical infrastructure equity; county-level digital agriculture governance; and blended financing anchored in the existing Blue Finance Mobilisation Model (BFMM). The brief closes with a three-horizon implementation roadmap, an institutional map, an M&E framework built around a Land Use Efficiency Convergence Index, and risk mitigation measures.",null,"Figshare","2026-08-30T00:00:00Z","论文",25,false,72,{"impact":16,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},20,22,18,10,2,1,"政策简报聚焦肯尼亚沿海地区智慧农业缩小城乡土地利用效率差距，提出具体框架与路线图，虽为区域研究但具国际参考价值。",[24,25],{"name":9,"url":6},{"name":9,"url":26},"https:\u002F\u002Fdoi.org\u002F10.6084\u002Fm9.figshare.33390214.v1",[28,29,30,31],"智慧农业","肯尼亚","土地利用效率","城乡差距",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},"A8","yield-food-security","单产提升与粮食安全","\u002Ftopic\u002Ffield-crops\u002Fyield-food-security","A",[],{"status":40,"locked":13,"version":41,"method":42,"evidence":43},"classified","2026-10-22.2","rules",{"candidates":44,"agricultural_evidence":48},[45,54],{"code":46,"score":47,"supported":48,"title":49,"abstract":51,"tags":53},"I1",15,true,[50],"smart agriculture",[50,52],"digital agriculture",[28],{"code":33,"score":55,"supported":48,"title":56,"abstract":57,"tags":59},3,[],[58],"food security",[],[61,62],"土地利用效率 城乡差距 智慧农业 肯尼亚","土地利用效率 城乡差距","土地利用效率城乡差距智慧农业肯尼亚-1259","10.6084\u002Fm9.figshare.33390214",{"doi":64,"openalex_id":66,"authors":67,"venue":9,"cited_by_count":71,"oa_url":6,"card":72,"direction":78,"ingested_from":79},"W7204718041",[68],{"name":69,"orcid":70},"Martin Otundo Richard","https:\u002F\u002Forcid.org\u002F0009-0007-7973-1250",0,{"tldr":73,"method":74,"finding":75,"direction":76,"opportunity":77},"提出智慧农业战略框架，缩小肯尼亚沿海城乡土地利用效率差距。","基于比较证据，设计六支柱SALCF框架和分阶段路线图。","智慧农业可缩小城乡土地利用效率差距，需协同数字技能、权属和市场准入。","数字乡村与农业信息化","可研究SALCF框架在发展中国家沿海地区的适用性，或构建土地利用效率收敛指数评估政策效果。","智慧农业 \u002F 农业物联网","openalex","2026-09-01T04:03:11.505087Z",{"total":82,"page":21,"page_size":82,"items":83},6,[84,159,237,353,435,514],{"id":85,"title":86,"url":87,"summary":88,"summary_zh":89,"content":8,"source_name":90,"source_url":87,"published_at":91,"category":11,"cover_url":8,"hotness":19,"is_selected":13,"score":92,"score_detail":93,"sources":96,"tags":98,"primary_topic":102,"secondary_topics":103,"classification":104,"search_phrases":141,"slug":144,"view_count":21,"doi":145,"paper":146,"created_at":158},1284,"Digital agricultural technologies and sustainable agri-food system transformations: a review of global debates and Kenyan realities","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1890516","Digital agriculture is widely promoted as a transformative pathway to achieving food security, productivity, and climate resilience across agri-food systems. Yet in practice, its implementation often reflects conflicting priorities, uneven adoption, and unresolved questions around inclusion, equity, and environmental sustainability. This paper examines how digital agriculture is unfolding in Kenya, one of the most active hubs of agri-digital innovation in sub-Saharan Africa, through a structured review of global academic literature, national policies, and emerging digital initiatives. Framed against broader debates on sustainable agri-food system transformations, the study investigates the types of agricultural development trajectories digital technologies currently support, the ways these technologies are shaped by and involve different actors, and the implications for equity, power, and environmental outcomes. Findings reveal a strong emphasis in Kenyan policies on productivity and commercialization, with digital technologies frequently embedded in efficiency-oriented and market-driven models. However, the review also identifies promising but under-recognized initiatives described as “seeds of change” that reflect inclusive, participatory, and agroecological digital practices. These include platforms that integrate local knowledge, prioritize the needs of smallholder farmers, and redistribute power within agri-food systems. Despite their potential, such efforts remain marginal to dominant science, technology, and innovation strategies due to regulatory gaps, fragmented governance, and limited institutional support. This study contributes to ongoing debates on the direction of agri-food system transformations by aligning Kenya's experiences with global narratives and identifying pathways toward more equitable and sustainable digital futures. It proposes a research and practice agenda to support the co-design and scaling of inclusive digital tools, while calling for institutional reforms to ensure digitalisation promotes equity, resilience, and farmer agency. The paper argues that realizing the transformative potential of digital agriculture requires enabling governance structures, iterative learning mechanisms, and inclusive innovation ecosystems.","数字农业被广泛宣传为实现粮食安全、提高生产力和增强农业粮食系统气候韧性的变革性路径。然而在实践中，其落地实施往往反映出相互冲突的优先事项、不均衡的采纳状况，以及围绕包容性、公平性和环境可持续性尚未解决的关键问题。本文通过对全球学术文献、国家政策和新兴数字倡议的结构化综述，考察数字农业在撒哈拉以南非洲最活跃的农业数字创新中心之一——肯尼亚的推进情况。在可持续农业粮食系统转型的更广泛辩论框架下，本研究探讨了数字技术当前所支撑的农业发展轨迹类型、这些技术如何被不同行动者塑造并吸纳其参与，以及对公平、权力和环境结果的影响。研究发现，肯尼亚政策高度强调生产力和商业化，数字技术往往嵌入以效率为导向和市场驱动的模式之中。然而，综述也识别出一些有前景但未获充分认可的倡议，可称之为“变革的种子”，它们体现了包容性、参与式和农业生态学的数字实践。这些倡议包括整合地方知识、优先考虑小农需求并重新分配农业粮食系统内权力的平台。尽管具有潜力，但由于监管空白、治理碎片化和制度支持有限，这些努力在主流科学、技术和创新战略中仍处于边缘地位。本研究通过将肯尼亚经验与全球叙事相对接，并识别通往更加公平和可持续的数字未来的路径，为当前关于农业粮食系统转型方向的辩论作出贡献。研究提出了一项研究与实践议程，以支持包容性数字工具的共同设计和规模化推广，同时呼吁进行制度性改革，确保数字化促进公平、韧性和农民自主权。本文认为，实现数字农业的变革潜力需要有利的治理结构、迭代学习机制和包容性创新生态系统。","Frontiers in Sustainable Food Systems","2026-08-31T00:00:00Z",71,{"impact":18,"substance":16,"depth":18,"authority":94,"freshness":20,"relevant":21,"comment":95},13,"系统综述数字农业在肯尼亚的实践与争议，提出包容性转型路径，对全球南方有参考价值。",[97],{"name":90,"url":87},[99,28,29,100,101],"数字农业","农业转型","小农",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":13,"version":41,"method":42,"evidence":105},{"candidates":106,"agricultural_evidence":48},[107,112,117,123,129,135],{"code":46,"score":108,"supported":48,"title":109,"abstract":110,"tags":111},8,[],[99,52],[99,28],{"code":33,"score":82,"supported":48,"title":113,"abstract":114,"tags":116},[],[115,58],"粮食安全",[],{"code":118,"score":55,"supported":48,"title":119,"abstract":120,"tags":122},"G2",[],[121],"smallholder",[],{"code":124,"score":55,"supported":48,"title":125,"abstract":126,"tags":128},"H6",[],[127],"农业生态",[],{"code":130,"score":55,"supported":48,"title":131,"abstract":132,"tags":134},"H7",[],[133],"climate resilience",[],{"code":136,"score":55,"supported":48,"title":137,"abstract":138,"tags":140},"H8",[],[139],"可持续农业",[],[142,143],"农业转型 数字农业 智慧农业 肯尼亚","农业转型 数字农业","农业转型数字农业智慧农业肯尼亚-1284","10.3389\u002Ffsufs.2026.1890516",{"doi":145,"openalex_id":147,"authors":148,"venue":90,"cited_by_count":71,"oa_url":152,"card":153,"direction":78,"ingested_from":79},"W7204761864",[149],{"name":150,"orcid":151},"Nora Ndege","https:\u002F\u002Forcid.org\u002F0000-0003-2525-9871","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1890516\u002Fpdf",{"tldr":154,"method":155,"finding":156,"direction":76,"opportunity":157},"本文通过肯尼亚案例，审视数字农业在农业食品系统转型中的实际作用与争议。","结构化综述全球文献、国家政策与新兴数字倡议，结合肯尼亚案例。","肯尼亚数字农业侧重效率与市场化，但存在包容性、参与式及生态农业的“变革种子”倡议，却受治理和制度限制","可研究如何通过治理改革和制度支持，将边缘化的包容性数字实践纳入主流，实现公平可持续的农业转型。","2026-09-01T23:30:07.461642Z",{"id":160,"title":161,"url":162,"summary":163,"summary_zh":164,"content":8,"source_name":165,"source_url":162,"published_at":166,"category":11,"cover_url":8,"hotness":19,"is_selected":13,"score":167,"score_detail":168,"sources":172,"tags":174,"primary_topic":178,"secondary_topics":179,"classification":191,"search_phrases":218,"slug":221,"view_count":21,"doi":222,"paper":223,"created_at":236},5308,"Geopolitics and food security: A comprehensive review of emerging risks and responses","https:\u002F\u002Fdoi.org\u002F10.51200\u002Fjsffs.v2i2.7666","This review paper examines the relationship between geopolitics and food security through a Systematic Literature Review guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses framework. A total of 15 peer-reviewed journal articles published between 2015 and 2026 were reviewed to identify emerging geopolitical risks and responses affecting global food systems. The study synthesizes literature on armed conflicts, trade restrictions, climate change, supply chain disruptions, energy market instability, and technological transformation in agriculture. The findings identified four major themes. First, geopolitical conflicts and protectionist trade policies significantly disrupt global food supply chains and increase food price volatility. Second, climate-related shock such as droughts, floods, and extreme weather events intensifies food insecurity, particularly in import-dependent and developing economies. Third, weaknesses in global logistics and energy dependence expose food systems to external shocks and market instability. Fourth, technological innovations, including smart farming, precision agriculture, and digital monitoring systems, play an increasingly important role in strengthening agricultural productivity, improving resource efficiency, and enhancing resilience against geopolitical and environmental uncertainties. The policy implications of this study include strengthening regional food reserves, diversifying import sources, investing in climate-resilient agriculture, promoting the adoption of smart farming technologies, and enhancing institutional cooperation between governments and international organizations. The relevance of smart farming is increasingly evident, as precision agriculture, Internet of Things (IoT)-based monitoring systems, and data-driven farming technologies play a critical role in improving productivity, reducing resource inefficiency, and enhancing food system resilience under geopolitical stress. The study contributes to a broader understanding of how geopolitical dynamics shape food security and provides recommendations for building sustainable, resilient, and technology-driven food systems in an increasingly uncertain global environment.","本文通过遵循系统评价与荟萃分析首选报告条目（Preferred Reporting Items for Systematic Reviews and Meta-Analyses）框架的系统文献综述，考察地缘政治与粮食安全之间的关系。共 review 了2015年至2026年间发表的15篇同行评审期刊论文，以识别影响全球粮食系统的新兴地缘政治风险与应对措施。本研究综合了关于武装冲突、贸易限制、气候变化、供应链中断、能源市场不稳定以及农业技术转型的文献。研究结果识别出四大主题。第一，地缘政治冲突和保护主义贸易政策显著扰乱全球粮食供应链并加剧粮食价格波动。第二，干旱、洪水和极端天气事件等气候相关冲击加剧粮食不安全，尤其是在依赖进口的经济体和发展中经济体中。第三，全球物流的薄弱环节和能源依赖使粮食系统暴露于外部冲击和市场不稳定之中。第四，包括智慧农业、精准农业和数字监测系统在内的技术创新，在增强农业生产力、提高资源效率以及增强应对地缘政治和环境不确定性的韧性方面发挥着日益重要的作用。本研究的政策启示包括加强区域粮食储备、多元化进口来源、投资气候韧性农业、促进智慧农业技术的采用，以及加强政府与国际组织之间的制度合作。智慧农业的相关性日益明显，因为精准农业、基于物联网（IoT）的监测系统和数据驱动农业技术在提高生产力、减少资源低效以及增强地缘政治压力下粮食系统韧性方面发挥着关键作用。本研究有助于更广泛地理解地缘政治动态如何塑造粮食安全，并为在日益不确定的全球环境中构建可持续、有韧性且技术驱动的粮食系统提供建议。","Journal of Smart Farming and Food Security","2026-10-19T00:00:00Z",77,{"impact":18,"substance":16,"depth":169,"authority":94,"freshness":170,"relevant":21,"comment":171},17,9,"系统综述梳理地缘政治与粮食安全风险，并强调智慧农业的韧性价值，具政策与产业参考意义，但属综述性论文，非突破性成果。",[173],{"name":165,"url":162},[28,175,115,176,177],"农业供应链","精准农业","地缘政治",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[180,185],{"code":130,"slug":181,"name":182,"path":183,"parent_code":184},"climate","气候适应与防灾减灾","\u002Ftopic\u002Fenvironment\u002Fclimate","H",{"code":186,"slug":187,"name":188,"path":189,"parent_code":190},"I5","agricultural-iot","物联网传感与边缘计算","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-iot","I",{"status":40,"locked":13,"version":41,"method":42,"evidence":192},{"candidates":193,"agricultural_evidence":48},[194,198,204,211],{"code":33,"score":47,"supported":48,"title":195,"abstract":196,"tags":197},[58],[115,58],[115],{"code":46,"score":199,"supported":48,"title":200,"abstract":201,"tags":203},11,[],[28,176,202],"precision agriculture",[28,176],{"code":130,"score":170,"supported":48,"title":205,"abstract":206,"tags":210},[],[207,208,209],"气候变化","干旱","climate change",[],{"code":186,"score":170,"supported":48,"title":212,"abstract":213,"tags":217},[],[214,215,216],"物联网","internet of things","IoT",[],[219,220],"地缘政治 粮食安全","智慧农业 粮食系统韧性","地缘政治粮食安全-5308","10.51200\u002Fjsffs.v2i2.7666",{"doi":222,"openalex_id":224,"authors":225,"venue":165,"cited_by_count":71,"oa_url":162,"card":231,"direction":78,"ingested_from":79},"W7222902031",[226,228],{"name":227,"orcid":8},"Parameswaran Mahendran",{"name":229,"orcid":230},"Wong Sing Yun","https:\u002F\u002Forcid.org\u002F0000-0001-5776-8852",{"tldr":232,"method":233,"finding":234,"direction":78,"opportunity":235},"系统综述地缘政治风险对粮食安全的影响及应对，强调智慧农业的韧性作用。","按PRISMA框架系统综述2015-2026年15篇同行评议文献。","冲突、贸易限制、气候与能源冲击威胁粮食安全，智慧农业可提升韧性与效率。","可量化研究物联网与精准农业在地缘政治冲击下对粮食系统韧性的实证贡献。","2026-10-19T23:30:07.850994Z",{"id":238,"title":239,"url":240,"summary":241,"summary_zh":242,"content":8,"source_name":243,"source_url":240,"published_at":244,"category":11,"cover_url":8,"hotness":19,"is_selected":13,"score":245,"score_detail":246,"sources":249,"tags":251,"primary_topic":255,"secondary_topics":256,"classification":263,"search_phrases":334,"slug":337,"view_count":71,"doi":338,"paper":339,"created_at":352},5185,"When the rains are too much: El Niño, Smallholder Farmers and Food Security in Western Kenya","https:\u002F\u002Fdoi.org\u002F10.18697\u002Fajfand.155.ed182","When the rains are too much: El Niño, Smallholder Farmers and Food Security in Western Kenya For generations, farmers in Western Kenya have watched the skies carefully. The arrival, duration, and distribution of rainfall have traditionally provided important signals about when to prepare land, plant, weed, and harvest. But these signals are becoming increasingly difficult to read. Climate change is altering rainfall patterns, while increasingly frequent extreme weather events are making farming more uncertain. The current outlook for the October–December 2026 season brings this challenge sharply into focus. The IGAD Climate Prediction and Applications Centre (ICPAC) forecasts a wetter-than-normal season across much of the Greater Horn of Africa. The Lake Victoria Basin, which includes large parts of Western Kenya, is among the areas with a high likelihood of receiving more than 400 mm of seasonal rainfall. ICPAC reports that El Niño has developed and is expected to strengthen, while a positive Indian Ocean Dipole is also expected—climate conditions that are commonly associated with enhanced rainfall in the region, and is likely to run into February of 2027. But what does this mean for the smallholder farmer? The first point is that more rainfall does not necessarily mean more food. For a farmer whose livelihood depends almost entirely on rain-fed agriculture, abundant rainfall can be a blessing. It can replenish streams and water sources, improve soil moisture, restore pasture and create favourable conditions for crop production. If well distributed, the rains could contribute to improved harvests and household food supplies. The problem arises when rainfall is too intense, too concentrated or poorly distributed. A farmer may receive a great deal of rain in a few days and then experience a dry spell. Another farmer a few kilometres away may receive considerably less. Heavy downpours can cause flooding, waterlogging and soil erosion. Seeds may be washed away soon after planting. Young crops can be submerged or damaged. Valuable topsoil and nutrients can be carried away, reducing the productivity of land in subsequent seasons. This is particularly important in Western Kenya, where many households depend on small parcels of land for both food and income. A failed or damaged crop is not simply an agricultural loss. It can mean less food in the household, less money for school fees and health care, and fewer resources to purchase nutritious foods. The food-security paradox We must, therefore, look beyond agricultural production to food and nutrition security. A household may produce enough maize yet still have a poor diet if vegetables, legumes, fruits, milk, eggs or other foods are unavailable or unaffordable. Climate shocks can reduce this diversity. When crops are damaged, families may depend more heavily on whatever staple food remains available. This is why climate resilience must also be nutrition-sensitive. Western Kenya has a rich agricultural tradition and considerable potential for diversified food production. Farmers grow cereals, legumes, vegetables and root crops and keep livestock and poultry. Such diversity is not merely an agricultural advantage; it is a nutritional resource. It can provide different foods, spread risk and generate income at different times of the year. Climate adaptation should, therefore, not encourage farmers simply to produce more of one crop. It should help them build diverse and resilient farming systems. Women carry a large part of the burden The impact of erratic and excessive rainfall also has a gender dimension. Women in smallholder households are often deeply involved in food production, processing, preparation and household nutrition. When harvests fail, or food prices rise, women frequently have to find ways of stretching limited household resources to feed the family. When roads become impassable or markets are disrupted, women may have greater difficulty accessing food and agricultural inputs. When water sources are contaminated or damaged, household responsibilities can become even more demanding. Climate adaptation must therefore deliberately include women—not simply as beneficiaries, but as decision-makers, innovators, farmers and leaders. Young people must also be part of the solution There is another group that deserves greater attention: young people. Western Kenya cannot build climate-resilient agriculture while treating agriculture as an occupation of the past. Young people need to see opportunities in modern farming, agro-processing, food safety, climate information services, irrigation, digital agriculture and agricultural entrepreneurship. The increasing unpredictability of climate may actually provide an opportunity to make agriculture more innovative. Young people can help introduce new technologies, improve access to climate information, develop value-added products and create businesses around food production and processing. From forecasting to action The availability of a climate forecast is useful only if it reaches the people who need it in time. Farmers need information that answers practical questions: When should I plant? Which crops or varieties are appropriate? How can I protect my soil? What should I do if rainfall becomes excessive? How can I protect harvested food? Where can I obtain reliable seed and other inputs? Seasonal forecasts should, therefore, be translated into local, practical agricultural advice. ICPAC itself emphasizes that seasonal forecasts should be used together with weekly and monthly forecasts and national meteorological information. This requires stronger links between meteorological services, agricultural extension officers, researchers, county governments, farmer organizations and communities. We should also strengthen simple but important measures: water harvesting, drainage, terracing and soil conservation; planting crops and varieties suited to local conditions; maintaining vegetation cover; diversifying crops and livestock; improving storage facilities; and protecting food from moisture and contamination. Prepare before the rain comes The greatest lesson from the current El Niño outlook is perhaps that preparedness must begin before the first heavy rains arrive. Governments and development partners should not wait for floods, damaged roads, destroyed crops or food shortages before responding. Early warning should lead to early action. Farmers should be supported to prepare their farms, protect livestock, secure seed and inputs, strengthen food storage and identify alternative routes to markets. This is particularly important because the same season can produce both opportunities and losses. ICPAC notes that enhanced rainfall can support agricultural production and replenish water resources, but can simultaneously increase the risk of flooding, flash floods and landslides in vulnerable areas. A changing climate requires a different agricultural mindset Perhaps the most important change we need is in the way we think about farming. For too long, agricultural planning has often assumed that rainfall will behave according to a familiar calendar. That assumption is becoming increasingly unsafe. Farmers now have to manage not only too little rain, but also too much rain, rain at the wrong time and rain in the wrong place. The challenge is, therefore, not simply to produce more food. It is to build food systems that can continue providing adequate, diverse, safe and nutritious food under increasingly uncertain climatic conditions. Western Kenya's smallholder farmers should not be left alone to carry this burden. They need science that responds to their realities, extension services that reach them, climate information they can understand and use, financial services that help them manage risk, markets that function during difficult seasons, and policies that recognize the central role of smallholder agriculture in national food and nutrition security, and partners who are willing to appreciate and make use of indigenous knowledge. El Niño should, therefore, be viewed neither simply as a disaster nor automatically as a blessing. It is a climate event whose consequences will depend greatly on our preparedness. The question before us is not merely, “Will the rains come?” They probably will. The more important question is: Will our farmers, food systems and institutions be ready when they do? That is where climate resilience—and ultimately food and nutrition security—will be tested. Prof. Ruth Khasaya Oniang'o Founder and Editor-in-Chief, AJFAND ORCiD: https:\u002F\u002Forcid.org\u002F0009-0005-8344-9093","当雨水过多时：厄尔尼诺现象、小农户与肯尼亚西部的粮食安全\n\n世代以来，肯尼亚西部的农民一直密切关注着天空。降雨的到来、持续时间和分布，传统上为何时整地、播种、除草和收获提供了重要信号。但这些信号正变得越来越难以解读。气候变化正在改变降雨模式，而日益频繁的极端天气事件使农业变得更加不确定。当前对2026年10月至12月季节的展望使这一挑战凸显出来。政府间发展组织气候预测与应用中心（ICPAC）预测，大非洲之角大部分地区将迎来高于正常水平的湿润季节。维多利亚湖流域——包括肯尼亚西部的大部分地区——属于极有可能获得超过400毫米季节性降雨的区域之一。ICPAC报告称，厄尔尼诺现象已经形成并预计将增强，同时预计还将出现正印度洋偶极子——这些气候条件通常与该地区降雨增强相关，并可能持续到2027年2月。但这对小农户意味着什么？首先，更多降雨并不必然意味着更多粮食。对于生计几乎完全依赖雨养农业的农民来说，充沛的降雨可能是福。它可以补充溪流和水源、改善土壤湿度、恢复牧场，并为作物生产创造有利条件。如果分布良好，降雨可能有助于改善收成和家庭粮食供应。问题出现在降雨过于猛烈、过于集中或分布不均的时候。一个农民可能在几天内获得大量降雨，随后又经历一段干旱期。几公里外的另一个农民可能获得的降雨少得多。暴雨可能引发洪水、渍涝和土壤侵蚀。种子可能在播种后不久被冲走。幼苗可能被淹没或受损。宝贵的表土和养分可能被带走，降低土地在后续季节的生产力。这在肯尼亚西部尤为重要，因为许多家庭依赖小块土地获取食物和收入。作物歉收或受损不仅仅是农业损失。它可能意味着家庭食物减少、用于学费和医疗的钱减少，以及购买营养食品的资源减少。粮食安全……","African Journal of Food Agriculture Nutrition and Development","2026-10-16T00:00:00Z",75,{"impact":18,"substance":16,"depth":247,"authority":94,"freshness":108,"relevant":21,"comment":248},16,"核心期刊评论文章，结合El Niño预测讨论小农户气候适应与粮食营养安全，有实质分析与行动建议，但属区域案例、非信息化技术突破。",[250],{"name":243,"url":240},[29,115,252,253,254],"小农户","气候智慧农业","气候预警",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[257,262],{"code":118,"slug":258,"name":259,"path":260,"parent_code":261},"farm-services","社会化服务与规模经营","\u002Ftopic\u002Frural-services\u002Ffarm-services","G",{"code":130,"slug":181,"name":182,"path":183,"parent_code":184},{"status":40,"locked":13,"version":41,"method":42,"evidence":264},{"candidates":265,"agricultural_evidence":48},[266,270,274,279,286,292,298,304,310,316,322,328],{"code":33,"score":47,"supported":48,"title":267,"abstract":268,"tags":269},[58],[115,58],[115],{"code":118,"score":47,"supported":48,"title":271,"abstract":272,"tags":273},[121],[252,121],[252],{"code":130,"score":19,"supported":48,"title":275,"abstract":276,"tags":278},[],[207,208,209,133,277],"waterlogging",[253],{"code":280,"score":82,"supported":48,"title":281,"abstract":282,"tags":285},"H2",[],[283,284],"土壤","soil",[],{"code":287,"score":55,"supported":48,"title":288,"abstract":289,"tags":291},"A3",[],[290],"maize",[],{"code":293,"score":55,"supported":48,"title":294,"abstract":295,"tags":297},"B4",[],[296],"月季",[],{"code":299,"score":55,"supported":48,"title":300,"abstract":301,"tags":303},"C",[],[302],"livestock",[],{"code":305,"score":55,"supported":48,"title":306,"abstract":307,"tags":309},"C3",[],[308],"poultry",[],{"code":311,"score":55,"supported":48,"title":312,"abstract":313,"tags":315},"E4",[],[314],"food safety",[],{"code":317,"score":55,"supported":48,"title":318,"abstract":319,"tags":321},"F4",[],[320],"除草",[],{"code":323,"score":55,"supported":48,"title":324,"abstract":325,"tags":327},"G1",[],[326],"agricultural extension",[],{"code":329,"score":55,"supported":48,"title":330,"abstract":331,"tags":333},"H3",[],[332],"irrigation",[],[335,336],"El Niño 小农户 粮食安全","ICPAC 季节预报 肯尼亚","ElNiño小农户粮食安全-5185","10.18697\u002Fajfand.155.ed182",{"doi":338,"openalex_id":340,"authors":341,"venue":243,"cited_by_count":71,"oa_url":345,"card":346,"direction":76,"ingested_from":79},"W7222630373",[342],{"name":343,"orcid":344},"Ruth Khasaya Oniang'o","https:\u002F\u002Forcid.org\u002F0009-0005-8344-9093","https:\u002F\u002Fajfand.net\u002FVolume26\u002FNo8\u002FEditorialVol26No8.pdf",{"tldr":347,"method":348,"finding":349,"direction":350,"opportunity":351},"分析厄尔尼诺导致肯尼亚西部降雨过量对小农粮食安全的影响","基于ICPAC季节气候预测与厄尔尼诺、印度洋偶极子分析","降雨过多且分布不均会引发洪涝、土壤侵蚀，反而威胁小农粮食安全","农业绿色发展与碳","可结合遥感与农户调查，量化极端降雨时空分布对小农产量与粮食安全的非线性影响","2026-10-17T23:30:36.130973Z",{"id":354,"title":355,"url":356,"summary":357,"summary_zh":358,"content":8,"source_name":359,"source_url":356,"published_at":360,"category":11,"cover_url":8,"hotness":19,"is_selected":13,"score":361,"score_detail":362,"sources":364,"tags":366,"primary_topic":371,"secondary_topics":372,"classification":377,"search_phrases":415,"slug":418,"view_count":71,"doi":419,"paper":420,"created_at":434},4488,"Harnessing Indigenous Knowledge for Climate-Smart Agri-Food Systems: A Review of Adaptation Strategies, Food Security, Ecosystem Services, Governance, and Digital Innovation in Sub-Saharan Africa","https:\u002F\u002Fdoi.org\u002F10.3390\u002Fconservation6040120","Sub-Saharan Africa (SSA) faces escalating climate challenges that threaten agricultural productivity, food security, ecosystem sustainability, and rural livelihoods. Indigenous knowledge (IK), developed through generations of interaction with local environments, offers context-specific and culturally embedded solutions for climate adaptation and resilient agri-food systems. This scoping review synthesizes evidence on the role of indigenous knowledge in advancing climate-smart agriculture (CSA) and resilient agri-food systems across SSA. Guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR), the review analyzed 17 studies published between 2000 and 2026. The findings reveal that indigenous knowledge contributes significantly to climate resilience through traditional weather forecasting, crop diversification, indigenous seed preservation, agroforestry, water harvesting, soil fertility management, and community-based natural resource governance. These practices enhance food security, livelihood resilience, biodiversity conservation, and ecosystem service provision while strengthening adaptive capacity among smallholder farmers. The review further highlights the importance of inclusive governance frameworks, knowledge co-production, and policy support for integrating indigenous knowledge into climate adaptation and agricultural development strategies. Emerging digital technologies and innovation platforms also present opportunities for documenting, preserving, and scaling indigenous agricultural knowledge. However, challenges related to weak policy recognition, inadequate documentation, knowledge erosion, and limited digital infrastructure continue to constrain its effective utilization. The study concludes that integrating indigenous knowledge with scientific innovation is essential for building inclusive, sustainable, and climate-resilient agri-food systems in SSA.","撒哈拉以南非洲（Sub-Saharan Africa, SSA）面临日益加剧的气候挑战，威胁着农业生产力、粮食安全、生态系统可持续性和农村生计。土著知识（Indigenous Knowledge, IK）经由世代与当地环境的互动而积累，为气候适应和韧性农业食品系统提供了契合具体情境且深植于文化的解决方案。本范围综述综合了关于土著知识在推动撒哈拉以南非洲气候智慧型农业（Climate-Smart Agriculture, CSA）和韧性农业食品系统中作用的证据。在系统综述和荟萃分析首选报告条目扩展版——范围综述（PRISMA-ScR）的指导下，本综述分析了2000年至2026年间发表的17项研究。研究结果表明，土著知识通过传统天气预报、作物多样化、土著种子保存、农林业、集水、土壤肥力管理和社区为基础的自然资源治理，对气候韧性作出了显著贡献。这些实践增强了粮食安全、生计韧性、生物多样性保护和生态系统服务供给，同时强化了小农户的适应能力。本综述进一步强调了包容性治理框架、知识共同生产以及政策支持对于将土著知识纳入气候适应和农业发展战略的重要性。新兴数字技术和创新平台也为记录、保存和推广土著农业知识提供了机遇。然而，政策认可薄弱、记录不足、知识流失和数字基础设施有限等挑战持续制约着其有效利用。研究结论认为，将土著知识与科学创新相结合，对于在撒哈拉以南非洲构建包容、可持续且具有气候韧性的农业食品系统至关重要。","Conservation","2026-10-08T00:00:00Z",76,{"impact":18,"substance":16,"depth":169,"authority":94,"freshness":108,"relevant":21,"comment":363},"系统综述揭示本土知识与数字创新融合路径，对气候适应型农业与农业信息化有参考价值，但属区域研究、非国内政策事件。",[365],{"name":359,"url":356},[28,367,115,368,369,370],"撒哈拉以南非洲","气候智慧型农业","本土知识","数字创新",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[373],{"code":124,"slug":374,"name":375,"path":376,"parent_code":184},"biodiversity","生态保护与生物多样性","\u002Ftopic\u002Fenvironment\u002Fbiodiversity",{"status":40,"locked":13,"version":41,"method":42,"evidence":378},{"candidates":379,"agricultural_evidence":48},[380,384,391,397,401,405,410],{"code":33,"score":47,"supported":48,"title":381,"abstract":382,"tags":383},[58],[115,58],[115],{"code":124,"score":170,"supported":48,"title":385,"abstract":386,"tags":390},[],[387,388,374,389],"生物多样性","生态系统服务","ecosystem service",[],{"code":130,"score":392,"supported":48,"title":393,"abstract":394,"tags":396},7,[],[395,133],"气候适应",[368],{"code":118,"score":82,"supported":48,"title":398,"abstract":399,"tags":400},[],[252,121],[],{"code":280,"score":82,"supported":48,"title":402,"abstract":403,"tags":404},[],[283,284],[],{"code":46,"score":406,"supported":48,"title":407,"abstract":408,"tags":409},4,[],[50],[28],{"code":411,"score":21,"supported":13,"title":412,"abstract":413,"tags":414},"J3",[],[],[367],[416,417],"撒哈拉以南非洲 本土知识 气候智慧型农业","撒哈拉以南非洲 气候智慧型农业 数字创新 智慧农业","撒哈拉以南非洲本土知识气候智慧型农业-4488","10.3390\u002Fconservation6040120",{"doi":419,"openalex_id":421,"authors":422,"venue":359,"cited_by_count":71,"oa_url":356,"card":429,"direction":78,"ingested_from":79},"W7220921430",[423,426],{"name":424,"orcid":425},"Adetomiwa Kolapo","https:\u002F\u002Forcid.org\u002F0000-0002-0808-1293",{"name":427,"orcid":428},"Wale Ayojimi","https:\u002F\u002Forcid.org\u002F0000-0003-0038-3462",{"tldr":430,"method":431,"finding":432,"direction":76,"opportunity":433},"综述撒哈拉以南非洲本土知识在气候智慧型农业与食物系统中的作用与挑战。","PRISMA-ScR范围综述，分析2000-2026年17项研究。","本土知识通过传统预报、作物多样化等提升气候韧性，但政策认可与数字化不足制约其应用。","可研究本土知识与数字技术协同的知识共生产机制，及适配小农的低成本数字化记录与传播工具。","2026-10-09T23:30:07.725864Z",{"id":436,"title":437,"url":438,"summary":439,"summary_zh":8,"content":440,"source_name":441,"source_url":8,"published_at":442,"category":443,"cover_url":8,"hotness":19,"is_selected":13,"score":444,"score_detail":445,"sources":449,"tags":451,"primary_topic":455,"secondary_topics":458,"classification":460,"search_phrases":509,"slug":512,"view_count":71,"doi":8,"paper":8,"created_at":513},4460,"中国农科院资划所牵头智慧农作体系观摩会在山东桓台举行 千亩玉米单产提升8%—12%","https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F03\u002Fcontent_591573.html","中国农业科学院农业资源与农业区划研究所牵头粮食作物精准智慧化生产管理关键技术与集成示范项目黄淮海麦玉轮作主产区智慧农作体系应用示范观摩会在山东桓台中化MAP桓台农场举行；项目构建以多源感知为基础、智能诊断为核心、农机精准执行为保障、数据平台为中枢的智慧农作技术体系，千亩示范方玉米单产较周边常规种植对照提升8%—12%，优质品率稳定在88%以上，化肥、农药、灌溉用水量较常规种植分别减少10%—15%、8%—10%、12%—18%。","![Image 4](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Findex\u002Fimages\u002Fshare_logo.jpg)\n\n[![Image 5](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Findex\u002Fimages\u002Flogo.png)](http:\u002F\u002Fwww.stdaily.com\u002F)\n\n*   [时政](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fszxw\u002Fnode_357.html)\n*   [热点](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Frdxw\u002Fnode_327.html)\n*   [政务](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fzwxw\u002Fnode_362.html)\n*   [深瞳](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fstbd\u002Fnode_434.html)\n*   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6](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Fimages\u002Ffdj.png)](https:\u002F\u002Fsearch.stdaily.com:8888\u002Ffounder\u002FNewSearchServlet.do?siteID=1)[登录](https:\u002F\u002Fwww.stdaily.com\u002Fapi\u002Fwebsite\u002FpersonalCenter.html?url=https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F03\u002Fcontent_591573.html)[-](https:\u002F\u002Fwww.stdaily.com\u002Fapi\u002Fwebsite\u002FpersonalCenter.html)\n\n 所在位置： [中国科技网首页](https:\u002F\u002Fwww.stdaily.com\u002Findex.html)>[滚动](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fnode_324.html)> 正文 \n\n# 智慧农作体系应用示范观摩会在山东桓台举行\n\n 2026-10-03 14:47:23 来源: 科技日报 点击数：\n\n![Image 7](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Fimg\u002F20240301dzv.png)0\n\n[](javascript:; \"新浪微博\")[](javascript:; \"微信\")\n\n科技日报记者 马爱平\n\n近日，由中国农业科学院农业资源与农业区划研究所牵头的“粮食作物精准智慧化生产管理关键技术与集成示范”项目黄淮海麦玉轮作主产区智慧农作体系应用示范观摩会，在山东桓台中化MAP桓台农场举行。\n\n与会人员实地观摩项目针对黄淮海小麦—玉米轮作精准智慧生产现实需求，围绕麦玉种、肥、水、药管理关键环节研发的作物表型监测、精量播种、养分诊断与变量追肥、精准灌溉、病虫害监测与变量喷施等系列新技术、新装备，现场考察了集实时监测、智能诊断、定量调控、变量作业于一体，农艺农机信息深度融合的区域智慧农作技术体系及示范成效。\n\n![Image 8](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F03\u002F591573_4296d9a8-883a-4a2a-98e1-7290f3adff4fcopy.jpg)\n\n据中化MAP桓台农场负责人介绍，这套数字技术解决方案通过精准播种、变量施肥和智能灌溉等核心环节的优化，实现千亩示范方玉米单产较周边常规种植对照提升8%—12%，优质品率稳定在88%以上；同时，实现农业资源的节约，化肥、农药和灌溉用水量较常规种植分别减少10%—15%、8%—10%、12%—18%，资源利用效率得到显著提升，目前已形成面向周边普通农户和新型经营主体的技术培训、推广和辐射服务能力。\n\n![Image 9](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F03\u002F591573_e7499078-dee9-4a40-bf66-504e09cef576copy.jpg)\n\n项目首席科学家吴文斌研究员表示，玉米是我国种植面积最大、产量最高的粮食作物。但长期以来，我国玉米种植生产管理整体偏粗放。播种质量参差不齐，关键农情信息获取滞后，水肥药施用多依赖传统经验，不仅造成玉米单产与先进国家相比有较大差距，也带来农业资源浪费、农田生态压力加大等问题。为此，项目组联合中化MAP团队，选择灌溉条件完善、机械化基础扎实的MAP桓台农场作为核心基地，打造玉米生产方式数字化转型升级示范区。该项目构建一套以多源感知为基础、智能诊断为核心、农机精准执行为保障、数据平台为中枢的智慧农作技术体系，实现玉米种植全过程的数据驱动和精准管控。\n\n（中国农业科学院农业资源与农业区划研究所供图）\n\n责任编辑：陈可轩\n\n相关稿件：\n\n![Image 10](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Fimages\u002Fpinglun.png)网友评论\n\n评论\n\n最热评论\n\n没有更多评论了\n\n[热点](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Frdxw\u002Fnode_327.html)\n\n[![Image 11](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592769_1df74a15-67d5-4910-aece-debcc638606a_1009x6734106423copy.JPG)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592769.html)\n\n[国庆假期服务消费旺盛 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2026-10-03","2026-10-03T00:00:00Z","报道",79,{"impact":17,"substance":446,"depth":247,"authority":447,"freshness":82,"relevant":21,"comment":448},21,14,"国家级科研机构牵头、有明确增产与节本数据的智慧农作示范报道，专业性与信息增量俱佳，值得进入每日精选。",[450],{"name":441,"url":438},[28,452,176,453,454],"农业遥感","水肥一体化","玉米单产提升",{"code":287,"slug":290,"name":456,"path":457,"parent_code":37},"玉米","\u002Ftopic\u002Ffield-crops\u002Fmaize",[459],{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},{"status":40,"locked":13,"version":41,"method":42,"evidence":461},{"candidates":462,"agricultural_evidence":48},[463,468,473,479,484,490,495,499,504],{"code":287,"score":464,"supported":48,"title":465,"abstract":466,"tags":467},12,[456],[456],[454],{"code":33,"score":170,"supported":48,"title":469,"abstract":471,"tags":472},[470],"单产提升",[],[454],{"code":474,"score":55,"supported":48,"title":475,"abstract":476,"tags":478},"A7",[],[477],"轮作",[],{"code":317,"score":55,"supported":48,"title":480,"abstract":481,"tags":483},[],[482],"农药",[],{"code":485,"score":55,"supported":48,"title":486,"abstract":487,"tags":489},"F5",[],[488],"农机",[],{"code":329,"score":55,"supported":48,"title":491,"abstract":492,"tags":494},[],[493],"灌溉",[],{"code":46,"score":20,"supported":13,"title":496,"abstract":497,"tags":498},[],[],[28,176],{"code":500,"score":21,"supported":13,"title":501,"abstract":502,"tags":503},"F3",[],[],[453],{"code":505,"score":21,"supported":13,"title":506,"abstract":507,"tags":508},"I3",[],[],[452],[510,511],"中国农科院资划所 智慧农作 桓台","中化MAP 玉米 单产提升","中国农科院资划所智慧农作桓台-4460","2026-10-09T00:04:56.174089Z",{"id":515,"title":516,"url":517,"summary":518,"summary_zh":519,"content":8,"source_name":520,"source_url":517,"published_at":521,"category":11,"cover_url":8,"hotness":19,"is_selected":13,"score":444,"score_detail":522,"sources":524,"tags":526,"primary_topic":531,"secondary_topics":532,"classification":533,"search_phrases":566,"slug":569,"view_count":71,"doi":570,"paper":571,"created_at":585},4109,"Hormonal crosstalk at the plant–microbiome interface governing plant immunity under combined biotic and abiotic stresses","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs11084-026-09767-z","Plant immunity is orchestrated through an intricate network of signaling pathways that enables plants to perceive, respond to, and adapt to a wide range of biotic and abiotic challenges. Increasing evidence indicates that phytohormones not only regulate immune responses but also mediate dynamic interactions between plants and their associated microbiomes, collectively shaping plant health and resilience. Rather than acting independently, hormones such as salicylic acid, jasmonic acid, ethylene, abscisic acid, auxin, cytokinins, gibberellins, brassinosteroids, strigolactones, melatonin, and peptide hormones interact through extensive crosstalk to balance growth, defense, and environmental adaptation. Beneficial microorganisms, including plant growth-promoting rhizobacteria, endophytes, mycorrhizal fungi, and biocontrol agents, further modulate these hormonal networks by producing bioactive metabolites, volatile organic compounds, and signaling molecules that enhance induced systemic resistance (ISR) and stress tolerance. This review provides a comprehensive and current knowledge on the molecular mechanisms underlying hormone-mediated regulation of plant immunity at the plant–microbiome interface. This review highlights how phytohormonal networks coordinate plant immune responses through pattern-triggered immunity, effector-triggered immunity, ISR, and systemic acquired resistance, particularly under combined biotic and abiotic stresses. It summarizes recent advances in multi-omics technologies that have improved our understanding of hormone–microbiome interactions and discusses emerging strategies such as biopriming, synthetic microbial communities, microbiome engineering, genome editing, RNA interference, nano-biopriming, artificial intelligence, and precision agriculture. Finally, the review outlines current knowledge gaps, translational challenges, and future research directions for developing sustainable, climate-resilient crop production systems and strengthening global food security. Graphical abstract","植物免疫通过复杂的信号通路网络进行调控，使植物能够感知、响应并适应多种生物和非生物胁迫。越来越多的证据表明，植物激素不仅调控免疫反应，还介导植物与其相关微生物组之间的动态互作，共同塑造植物健康与韧性。水杨酸、茉莉酸、乙烯、脱落酸、生长素、细胞分裂素、赤霉素、油菜素甾醇、独脚金内酯、褪黑素和肽类激素等并非独立发挥作用，而是通过广泛的交叉对话相互作用，以平衡生长、防御和环境适应。有益微生物，包括植物促生根际细菌、内生菌、菌根真菌和生物防治菌剂，通过产生生物活性代谢物、挥发性有机化合物和信号分子进一步增强诱导系统抗性（ISR）和胁迫耐受性，从而调控这些激素网络。本综述全面梳理了植物–微生物组界面中激素介导的植物免疫调控分子机制的最新知识。本综述重点阐述了植物激素网络如何通过模式触发免疫、效应子触发免疫、ISR和系统获得性抗性协调植物免疫反应，尤其是在生物与非生物胁迫复合条件下。综述总结了多组学技术的最新进展，这些技术增进了我们对激素–微生物组互作的理解，并讨论了生物 priming、合成微生物群落、微生物组工程、基因组编辑、RNA干扰、纳米生物 priming、人工智能和精准农业等新兴策略。最后，本综述概述了当前的知识空白、转化挑战以及未来研究方向，以期为开发可持续、气候韧性作物生产系统和加强全球粮食安全提供支撑。图形摘要","Discover Life","2026-10-02T00:00:00Z",{"impact":18,"substance":17,"depth":18,"authority":94,"freshness":108,"relevant":21,"comment":523},"该综述系统梳理了植物-微生物组界面激素串扰调控免疫的分子机制，并展望了微生物组工程、基因编辑、AI等前沿策略，学术深度与信息增量突出，对智慧农业与气候韧性作物研究具有参考价值。",[525],{"name":520,"url":517},[28,527,528,529,530],"植物免疫","植物激素","植物微生物组","气候韧性作物",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":13,"version":41,"method":42,"evidence":534},{"candidates":535,"agricultural_evidence":48},[536,540,544,550,555,560],{"code":46,"score":392,"supported":48,"title":537,"abstract":538,"tags":539},[],[176,202],[28],{"code":33,"score":82,"supported":48,"title":541,"abstract":542,"tags":543},[],[115,58],[],{"code":545,"score":55,"supported":48,"title":546,"abstract":547,"tags":549},"A4",[],[548],"油菜",[],{"code":317,"score":55,"supported":48,"title":551,"abstract":552,"tags":554},[],[553],"生物防治",[],{"code":280,"score":55,"supported":48,"title":556,"abstract":557,"tags":559},[],[558],"根际",[],{"code":561,"score":55,"supported":48,"title":562,"abstract":563,"tags":565},"I2",[],[564],"artificial intelligence",[],[567,568],"植物微生物组 激素调控 植物免疫","植物微生物组 气候韧性作物 智慧农业 植物免疫","植物微生物组激素调控植物免疫-4109","10.1007\u002Fs11084-026-09767-z",{"doi":570,"openalex_id":572,"authors":573,"venue":520,"cited_by_count":71,"oa_url":517,"card":579,"direction":583,"ingested_from":79},"W7216135601",[574,576],{"name":575,"orcid":8},"Seada Yassin Ahmed",{"name":577,"orcid":578},"Azamal Husen","https:\u002F\u002Forcid.org\u002F0000-0002-9120-5540",{"tldr":580,"method":581,"finding":582,"direction":583,"opportunity":584},"综述植物激素与微生物组互作调控植物在生物与非生物复合胁迫下免疫的机制及前沿策略。","整合多组学、激素信号网络与微生物组工程等文献证据进行系统综述。","激素网络与有益微生物协同调控PTI、ETI、ISR和SAR，提升复合胁迫下植物韧性。","农业人工智能与决策模型","可探索AI驱动的激素-微生物组互作预测模型，用于设计合成菌群与精准田间调控策略。","2026-10-03T23:30:53.236460Z"]