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大众新闻报道：齐鲁现代农事综合服务中心管理平台上线首发选择在德州——全国首个百万亩大面积\"吨半粮\"引领区，2026年省委一号文件明确要求布局建设现代农事综合服务中心，全省新增水肥一体化推广面积300万亩；德州计划到2030年水肥一体化面积达到200万亩。省农业科学院作物研究所副所长李娜娜带来了水肥智慧大模型，这项汇聚土壤、墒情、气象、苗情等海量数据的技术，能针对不同地块、不同作物，智能输出个性化的灌溉施肥方案。齐鲁现代农事综合服务中心管理平台把政府政策、农户需求、金融资源、社会服务有效贯通，推动农业社会化服务从\"碎片化供给\"向\"集成化服务\"跃升。","腾讯新闻·大众新闻","2026-09-21T00:00:00Z",76,{"impact":17,"substance":197,"depth":16,"authority":57,"freshness":99,"relevant":20,"comment":198},21,"省级政策落地叠加水肥智慧大模型首发，数据与背景扎实，具备智慧农业主题聚合价值。",[200],{"name":193,"url":191},[25,202,203,204,205],"智慧农业","农业大模型","水肥一体化","农业社会化服务",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[208],{"code":209,"slug":210,"name":211,"path":212,"parent_code":213},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",{"status":44,"locked":13,"version":45,"method":46,"evidence":215},{"candidates":216,"agricultural_evidence":50},[217,222,227,234,240,246,251],{"code":31,"score":218,"supported":50,"title":219,"abstract":220,"tags":221},15,[52],[52,204],[204],{"code":209,"score":98,"supported":50,"title":223,"abstract":225,"tags":226},[224],"大模型",[224],[203],{"code":228,"score":229,"supported":50,"title":230,"abstract":231,"tags":233},"G2",4,[],[232],"社会化服务",[205],{"code":235,"score":174,"supported":50,"title":236,"abstract":237,"tags":239},"H2",[],[238],"土壤",[],{"code":241,"score":174,"supported":50,"title":242,"abstract":243,"tags":245},"H3",[],[244],"灌溉",[],{"code":247,"score":20,"supported":13,"title":248,"abstract":249,"tags":250},"I1",[],[],[202],{"code":63,"score":20,"supported":13,"title":252,"abstract":253,"tags":254},[],[],[25],[256,257],"水肥智慧大模型 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Deficiencies of zinc (Zn), iron (Fe), manganese (Mn), copper (Cu), and boron (B) can restrict plant development and reduce productivity, particularly in soils with limited nutrient availability. This study summarizes the roles of major micronutrients in wheat growth and development, with emphasis on their effects on germination, root development, tillering, biomass production, photosynthesis, nutrient uptake, enzyme activity, yield components, and grain quality. The study also evaluates major approaches for micronutrient management, including soil application, seed treatment, foliar application, and integrated fertilization. Particular attention is given to the influence of soil properties, environmental conditions, wheat genotype, fertilizer dose, application timing, and application method on micronutrient availability and utilization efficiency. Recent evidence indicates that balanced micronutrient management can improve wheat physiological performance, yield components, grain yield, and nutritional value, while agronomic biofortification offers an important strategy for increasing grain Zn and Fe concentrations. However, the effectiveness of micronutrient application varies considerably with soil conditions, climatic stresses, genotype, and management practices. Therefore, site-specific nutrient management, soil testing, genotype selection, and stage-specific application are essential for improving micronutrient-use efficiency. Integrating micronutrient management with wheat breeding and precision agriculture can contribute to sustainable productivity and improved grain nutritional quality. Future research should focus on genotype-specific micronutrient requirements, nutrient interactions, precision application technologies, and climate-resilient strategies for efficient wheat production and enhanced food and nutritional security.","微量营养元素虽然需求量小，但在小麦生长、生理过程、产量形成和籽粒营养品质中发挥着重要作用。锌（Zn）、铁（Fe）、锰（Mn）、铜（Cu）和硼（B）的缺乏会限制作物发育并降低生产力，尤其是在养分有效性有限的土壤中。本研究综述了主要微量营养元素在小麦生长发育中的作用，重点阐述了其对萌发、根系发育、分蘖、生物量积累、光合作用、养分吸收、酶活性、产量构成和籽粒品质的影响。研究还评估了微量营养元素管理的主要途径，包括土壤施用、种子处理、叶面喷施和综合施肥。特别关注了土壤性质、环境条件、小麦基因型、肥料用量、施用时期和施用方法对微量营养元素有效性和利用效率的影响。近期证据表明，平衡的微量营养元素管理可以改善小麦生理性能、产量构成、籽粒产量和营养价值，而农艺生物强化是提高籽粒锌和铁浓度的重要策略。然而，微量营养元素施用的效果因土壤条件、气候胁迫、基因型和管理措施的不同而有很大差异。因此，针对特定地点的养分管理、土壤测试、基因型选择和分期施用对于提高微量营养元素利用效率至关重要。将微量营养元素管理与小麦育种和精准农业相结合，有助于实现可持续生产力并改善籽粒营养品质。未来研究应聚焦于基因型特异性微量营养元素需求、养分互作、精准施用技术以及气候韧性策略，以实现高效小麦生产并增强粮食和营养安全。","Kashmir Journal of Academic Research and Development","2026-09-14T00:00:00Z",68,{"impact":97,"substance":270,"depth":16,"authority":98,"freshness":99,"relevant":20,"comment":271},18,"综述性论文，系统梳理微量元素对小麦生长与品质的作用及管理策略，对科学施肥与营养强化有参考价值，但非原创试验数据，影响力偏细分领域。",[273],{"name":266,"url":263},[275,177,276,277,27],"粮食安全","生物强化","微量元素",{"code":173,"slug":279,"name":177,"path":280,"parent_code":281},"wheat","\u002Ftopic\u002Ffield-crops\u002Fwheat","A",[283],{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},{"status":44,"locked":13,"version":45,"method":46,"evidence":285},{"candidates":286,"agricultural_evidence":50},[287,291,298,303,309,314],{"code":173,"score":218,"supported":50,"title":288,"abstract":289,"tags":290},[279],[177,279],[177],{"code":31,"score":12,"supported":50,"title":292,"abstract":293,"tags":297},[],[52,294,295,296,53],"肥料","养分管理","fertilizer",[27],{"code":235,"score":84,"supported":50,"title":299,"abstract":300,"tags":302},[],[238,301],"soil",[],{"code":247,"score":84,"supported":50,"title":304,"abstract":305,"tags":308},[],[306,307],"精准农业","precision agriculture",[],{"code":310,"score":20,"supported":13,"title":311,"abstract":312,"tags":313},"A8",[],[],[275],{"code":315,"score":20,"supported":13,"title":316,"abstract":317,"tags":318},"F2",[],[],[276],[320,321],"微量元素 生物强化 科学施肥 粮食安全","微量元素 生物强化","微量元素生物强化科学施肥粮食安全-2655","10.71317\u002Fkjard.2.9.2026.605",{"doi":323,"openalex_id":325,"authors":326,"venue":266,"cited_by_count":71,"oa_url":341,"card":342,"direction":348,"ingested_from":349},"W7213313809",[327,329,331,333,335,337,339],{"name":328,"orcid":8},"Muhammad Adnan Rafique",{"name":330,"orcid":8},"Aftab Ahmad Sheikh",{"name":332,"orcid":8},"Syed Asghar Hussain Shah",{"name":334,"orcid":8},"Saima Nazar",{"name":336,"orcid":8},"Asia Shaheen",{"name":338,"orcid":8},"Muhammad Imran",{"name":340,"orcid":8},"Hafiz Abu Bakar Amin","https:\u002F\u002Frjsaonline.org\u002Findex.php\u002FKJARD\u002Farticle\u002Fdownload\u002F605\u002F852",{"tldr":343,"method":344,"finding":345,"direction":346,"opportunity":347},"综述小麦对锌铁锰铜硼等微量元素的响应及其对生长、产量和品质的影响。","文献综述，分析土壤施用、种子处理、叶面喷施及综合施肥等管理方式。","平衡微量元素管理可提升小麦生理、产量和营养品质，农艺强化可增加籽粒锌铁。","农业绿色发展与碳","可结合基因型与精准农业，研究特定基因型微量元素需求及气候适应型精准施用技术。","农业遥感与作物表型","openalex","2026-09-16T23:30:21.993931Z",{"id":352,"title":353,"url":354,"summary":355,"summary_zh":356,"content":8,"source_name":357,"source_url":354,"published_at":267,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":358,"score_detail":359,"sources":361,"tags":363,"primary_topic":368,"secondary_topics":369,"classification":370,"search_phrases":389,"slug":392,"view_count":71,"doi":393,"paper":394,"created_at":414},2539,"Sistem Informasi Manajemen Pertanian: Studi Kasus Lembang Agri Gapoktan","https:\u002F\u002Fdoi.org\u002F10.34010\u002Fjamika.v16i1.21245","Manual recordkeeping at the farmer group level leaves registration, procurement, planting, harvest, and sales data standing alone, with no link across the stages of farm management. Lembang Agri Gapoktan in Cikidang Village, West Bandung Regency, oversees 207 active members with no membership database, no digital record of seed, fertilizer, and compost procurement, and no transaction evidence for consumers. This study designs, builds, and tests a Farm Management Information System uniting the flow from registration to sales in a single database. The prototyping method runs iteratively through requirements gathering, mock-up construction and refinement, and mock-up testing. Requirements were collected through observation, interviews with the chairperson and the secretary, and review of invoices and harvest reports. The design covers five information system components, with use case and activity diagram modeling alongside data normalization. The system was built on the Laravel framework with a MySQL database, then tested through black box methods using equivalence partitioning and boundary value analysis. The system handles member registration together with land area verification, raw material procurement under tiered approval, planting records, harvest records feeding directly into salable quantity, and sales issuing invoices and notifications by SMS and email. Every test scenario in the final iteration produced output matching the specification. The contribution of this study lies in linking harvest records to sales transactions as a basis for the following planting decision.","农民小组层面的人工记录方式使登记、采购、种植、收获和销售数据彼此孤立，农场管理各阶段之间缺乏关联。位于西万隆县Cikidang村的Lembang Agri Gapoktan管理着207名活跃成员，但没有成员数据库，没有种子、化肥和堆肥采购的数字记录，也没有面向消费者的交易凭证。本研究设计、构建并测试了一个农场管理信息系统，将从登记到销售的流程统一到一个数据库中。原型化方法通过需求收集、原型构建与改进以及原型测试进行迭代。需求通过观察、对主席和秘书的访谈以及对发票和收获报告的审查来收集。设计涵盖五个信息系统组件，并使用用例图和活动图建模以及数据规范化。该系统基于Laravel框架和MySQL数据库构建，然后通过黑盒方法使用等价类划分和边界值分析进行测试。系统处理成员登记及土地面积验证、分级审批下的原材料采购、种植记录、直接生成可销售数量的收获记录，以及开具发票并通过短信和电子邮件发送通知的销售。最终迭代中的每个测试场景都产生了符合规范的输出。本研究的贡献在于将收获记录与销售交易关联起来，作为后续种植决策的依据。","Jurnal Manajemen Informatika (JAMIKA)",60,{"impact":99,"substance":270,"depth":97,"authority":98,"freshness":99,"relevant":20,"comment":360},"印尼农民合作社的农场管理信息系统原型案例，方法规范但属地方性实践，对国内智慧农业信息化建设有参考价值。",[362],{"name":357,"url":354},[25,364,365,366,367],"农业信息化","农产品溯源","农场管理系统","农民合作社",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":44,"locked":13,"version":45,"method":46,"evidence":371},{"candidates":372,"agricultural_evidence":50},[373,377,381,385],{"code":31,"score":174,"supported":50,"title":374,"abstract":375,"tags":376},[],[296],[],{"code":228,"score":20,"supported":13,"title":378,"abstract":379,"tags":380},[],[],[367],{"code":247,"score":20,"supported":13,"title":382,"abstract":383,"tags":384},[],[],[364],{"code":63,"score":20,"supported":13,"title":386,"abstract":387,"tags":388},[],[],[25],[390,391],"农场管理系统 农业信息化 农产品溯源 农民合作社","农场管理系统 农业信息化","农场管理系统农业信息化农产品溯源农民合作社-2539","10.34010\u002Fjamika.v16i1.21245",{"doi":393,"openalex_id":395,"authors":396,"venue":357,"cited_by_count":71,"oa_url":354,"card":409,"direction":79,"ingested_from":349},"W7213116768",[397,399,401,403,406],{"name":398,"orcid":8},"Erlangga Nugraha",{"name":400,"orcid":8},"Dian Permata Sari",{"name":402,"orcid":8},"Muhammad Rias Ramadan",{"name":404,"orcid":405},"Valentine Kachundu","https:\u002F\u002Forcid.org\u002F0009-0009-5181-9749",{"name":407,"orcid":408},"Leonardi Paris Hasugian","https:\u002F\u002Forcid.org\u002F0000-0002-0636-6906",{"tldr":410,"method":411,"finding":412,"direction":79,"opportunity":413},"为农民合作社设计并测试一套覆盖注册到销售全流程的农业管理信息系统。","原型法迭代开发，Laravel+MySQL，黑盒测试，案例为207名成员的合作社","系统将收获记录与销售交易打通，可作为下一季种植决策依据。","可延伸研究：将收获-销售数据与遥感、气象结合，构建数据驱动的种植决策模型。","2026-09-15T23:30:29.884496Z",{"id":416,"title":417,"url":418,"summary":419,"summary_zh":420,"content":8,"source_name":421,"source_url":418,"published_at":422,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":195,"score_detail":423,"sources":425,"tags":427,"primary_topic":432,"secondary_topics":436,"classification":438,"search_phrases":461,"slug":464,"view_count":465,"doi":466,"paper":467,"created_at":491},2126,"Reduced potassium fertilization combined with magnesium application improves rice population quality and regulates grain yield and quality","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1921807","Inroduction Sichuan is a major hybrid rice-producing region, where paddy soils commonly suffer from acidification and severe magnesium leaching, resulting in low available-Mg status. Excessive potassium application intensifies K-Mg absorption antagonism and exacerbates magnesium deficiency, while blind potassium reduction accelerates plant senescence and impairs rice yield and quality. Although magnesium participates in photosynthesis and assimilate translocation, little is known about the combined effects of reduced potassium fertilization and magnesium supplementation on rice growth and agronomic performance. Methods A two-year field experiment was conducted to examine rice yield, grain quality, and nutrient uptake under varying potassium-magnesium combinations, aiming to provide fertilization references for green rice production in Sichuan hilly regions. A two-factor split-plot design was employed, with three potassium rates (0, 120, and 180 kg\u002F ha, denoted K0, K1, and K2) as main plots and three magnesium rates (0, 30, and 60 kg\u002Fha, denoted M0, M1, and M2) as sub-plots. Leaf area index, dry matter accumulation, chlorophyll content, yield components, and grain quality traits were assessed in this study. Results The results showed that the K1 treatment significantly improved grain yield, with relatively better comprehensive performance observed under the K1M2 combination. Averaged across 2 years, K1 increased grain yield by 26.55% relative to K0 and exhibited comparable yield to K2. Under K1, the M2 treatment further increased yield by 6.21% relative to M1. Moreover, K1M2 significantly enhanced leaf area index and chlorophyll content, while improving milling and appearance quality and reducing grain chalkiness and amylose content. Discussion These findings offer a theoretical and practical basis for improving rice yield and grain quality and promoting green, high-quality and efficient rice cultivation in the hilly regions of Sichuan.","引言 四川是杂交水稻主产区，稻田土壤普遍存在酸化与镁素淋溶严重的问题，导致土壤有效镁含量偏低。过量施钾会加剧钾镁吸收拮抗，加重镁素缺乏，而盲目减钾则会加速植株衰老，损害水稻产量与品质。尽管镁参与光合作用与同化物转运，但关于减钾配施镁对水稻生长及农艺性状的联合效应尚不清楚。方法 通过两年田间试验，研究不同钾镁配施组合下水稻产量、稻米品质及养分吸收特征，旨在为四川丘陵区水稻绿色生产提供施肥参考。采用两因素裂区设计，以3个钾水平（0、120、180 kg\u002Fha，记为K0、K1、K2）为主区，3个镁水平（0、30、60 kg\u002Fha，记为M0、M1、M2）为裂区。本研究测定了叶面积指数、干物质积累量、叶绿素含量、产量构成因素及稻米品质性状。结果 结果表明，K1处理显著提高籽粒产量，其中K1M2组合综合表现相对较优。两年平均而言，K1较K0使籽粒产量提高26.55%，且产量与K2相当。在K1条件下，M2处理较M1进一步增产6.21%。此外，K1M2显著提高叶面积指数与叶绿素含量，同时改善碾磨品质与外观品质，降低籽粒垩白度与直链淀粉含量。讨论 这些研究结果为提高水稻产量与稻米品质、促进四川丘陵区水稻绿色优质高效栽培提供了理论与实践依据。","Frontiers in Sustainable Food Systems","2026-09-11T00:00:00Z",{"impact":218,"substance":197,"depth":18,"authority":19,"freshness":12,"relevant":20,"comment":424},"两年田间试验数据扎实，为四川丘陵区水稻减钾配镁施肥提供实证参考，但属区域性栽培技术研究，产业影响有限。",[426],{"name":421,"url":418},[428,27,429,430,431],"水稻","绿色种植","钾镁配施","四川丘陵",{"code":433,"slug":434,"name":428,"path":435,"parent_code":281},"A1","rice","\u002Ftopic\u002Ffield-crops\u002Frice",[437],{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},{"status":44,"locked":13,"version":45,"method":46,"evidence":439},{"candidates":440,"agricultural_evidence":50},[441,448,452,456],{"code":433,"score":270,"supported":50,"title":442,"abstract":443,"tags":447},[434],[428,444,445,434,446],"稻米","稻田","paddy",[428],{"code":31,"score":218,"supported":50,"title":449,"abstract":450,"tags":451},[53],[52,53],[27],{"code":235,"score":174,"supported":50,"title":453,"abstract":454,"tags":455},[],[238],[],{"code":457,"score":20,"supported":13,"title":458,"abstract":459,"tags":460},"H8",[],[],[429],[462,463],"四川丘陵 科学施肥 绿色种植 钾镁配施","四川丘陵 科学施肥","四川丘陵科学施肥绿色种植钾镁配施-2126",2,"10.3389\u002Ffsufs.2026.1921807",{"doi":466,"openalex_id":468,"authors":469,"venue":421,"cited_by_count":71,"oa_url":418,"card":486,"direction":346,"ingested_from":349},"W7212147499",[470,472,474,476,478,480,482,484],{"name":471,"orcid":8},"Jianming Ding",{"name":473,"orcid":8},"Xiaotian Jiang",{"name":475,"orcid":8},"Ran Wang",{"name":477,"orcid":8},"Keyuan Zhang",{"name":479,"orcid":8},"Lubing Jia",{"name":481,"orcid":8},"Yuetong Mo",{"name":483,"orcid":8},"Rongping Zhang",{"name":485,"orcid":8},"Peng Ma",{"tldr":487,"method":488,"finding":489,"direction":346,"opportunity":490},"研究减钾配施镁对四川丘陵水稻产量和品质的影响。","两年田间裂区试验，设3个钾水平和3个镁水平。","减钾至120 kg\u002Fha配施60 kg\u002Fha镁可增产并改善稻米品质。","可探究减钾配镁下土壤-植株镁钾互作机制及适宜区域阈值。","2026-09-11T23:30:07.632874Z"]