[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2923":3,"related-2923":127},{"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":87,"slug":90,"view_count":91,"doi":92,"paper":93,"created_at":126},2923,"Global research trends on seaweed-based amendments for soil health and crop productivity","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs44279-026-00741-x","Seaweeds have emerged as pivotal bioresources in sustainable agriculture, bridging the soil–crop–nutrient continuum through their multifaceted roles in enhancing soil fertility, nutrient cycling, and crop productivity. These bioactive compounds-including phytohormones (auxins, cytokinins, gibberellins), polysaccharides (alginates, laminarin, fucoidan, carrageenan), phenolic antioxidants, and betaines-modulate plant physiological processes such as photosynthetic efficiency, nutrient transporter expression, and stress-responsive gene regulation, while simultaneously improving soil organic matter content, cation exchange capacity, and rhizosphere microbial diversity. The study presents an inclusive bibliometric analysis of global research on the impacts of seaweeds and algal products on crop yields, plant growth, and soil nutrient dynamics from 2000 to 2024. Data were retrieved from the SCOPUS database using targeted keyword queries and analysed using the bibliometrix R package and VOSviewer to assess performance metrics, thematic mapping, and collaboration networks. A total of 156 English-language non-redundant journal articles were identified, reflecting an average annual growth rate of 11.94% in scientific output, with a marked increase after 2018 and a peak in 2024. Asia led global contributions (84 publications), followed by Europe (41) and North America (12). Keyword and thematic analyses revealed four dominant research clusters: (1) algal physiology and bioactive mechanisms, (2) seaweed-based inputs for yield and nutrition, (3) soil health and organic amendments, and (4) biofertilizers and stress adaptation strategies. Research trends indicate a thematic shift from foundational algal studies in the early 2000s toward applied agronomic applications and integrated soil health management in recent years. Findings underscore the potential role of seaweed in climate-smart agriculture, the circular bioeconomy, and nature-based soil restoration. However, research gaps remain in field-based validation, standardised application protocols, economic feasibility assessments, and the exploration of underutilised species. This study provides a consolidated evidence-base to inform future research, policy development, and commercial innovation for scaling seaweed-based solutions in sustainable agriculture.","海藻已成为可持续农业中的关键生物资源，通过其在提升土壤肥力、养分循环和作物生产力等方面的多重作用，架起了土壤—作物—养分连续体的桥梁。这些生物活性化合物——包括植物激素（生长素、细胞分裂素、赤霉素）、多糖（褐藻酸盐、海带多糖、岩藻多糖、卡拉胶）、酚类抗氧化剂和甜菜碱——调控植物光合效率、养分转运蛋白表达和胁迫响应基因调节等生理过程，同时改善土壤有机质含量、阳离子交换量和根际微生物多样性。本研究对2000年至2024年间全球关于海藻及藻类产品对作物产量、植物生长和土壤养分动态影响的研究进行了全面的文献计量分析。数据通过定向关键词查询从SCOPUS数据库检索，并使用bibliometrix R包和VOSviewer进行分析，以评估绩效指标、主题映射和合作网络。共识别出156篇英文非冗余期刊论文，科学产出年均增长率为11.94%，2018年后显著增加，2024年达到峰值。亚洲在全球贡献中领先（84篇），其次是欧洲（41篇）和北美（12篇）。关键词和主题分析揭示了四个主要研究集群：（1）藻类生理与生物活性机制，（2）基于海藻的投入品对产量和营养的作用，（3）土壤健康与有机改良剂，（4）生物肥料与胁迫适应策略。研究趋势表明，主题已从2000年代初的基础藻类研究转向近年来的应用农艺实践和综合土壤健康管理。研究结果强调了海藻在气候智慧型农业、循环生物经济和基于自然的土壤修复中的潜在作用。然而，在田间验证、标准化应用方案、经济可行性评估以及未充分利用物种的探索方面仍存在研究空白。本研究提供了综合证据基础，为未来研究、政策制定和商业创新提供参考，以推动基于海藻的解决方案在可持续农业中的规模化应用。",null,"Discover Agriculture","2026-09-18T00:00:00Z","论文",10,false,70,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},12,20,17,13,8,1,"基于SCOPUS 2000-2024年156篇文献的全球海藻土壤改良研究计量分析，数据扎实、结论清晰，对绿色农业投入品研发有参考价值，但属综述性论文，产业落地影响有限。",[25],{"name":10,"url":6},[27,28,29,30,31],"可持续农业","土壤健康","文献计量","生物刺激素","海藻肥",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},"H2","soil","土壤健康与改良","\u002Ftopic\u002Fenvironment\u002Fsoil","H",[],{"status":40,"locked":14,"version":41,"method":42,"evidence":43},"classified","2026-10-22.2","rules",{"candidates":44,"agricultural_evidence":47},[45,54,61,67,74,81],{"code":33,"score":46,"supported":47,"title":48,"abstract":49,"tags":53},18,true,[34],[50,51,34,52],"土壤","根际","rhizosphere",[28],{"code":55,"score":56,"supported":47,"title":57,"abstract":58,"tags":60},"H8",7,[],[27,59],"sustainable agriculture",[27],{"code":62,"score":56,"supported":47,"title":63,"abstract":64,"tags":66},"I7",[],[29,65],"bibliometric",[29],{"code":68,"score":69,"supported":47,"title":70,"abstract":71,"tags":73},"F3",4,[],[72],"肥料",[30],{"code":75,"score":76,"supported":47,"title":77,"abstract":78,"tags":80},"H6",3,[],[79],"生物多样性",[],{"code":82,"score":76,"supported":47,"title":83,"abstract":84,"tags":86},"I1",[],[85],"smart agriculture",[],[88,89],"海藻提取物 土壤改良","海藻生物刺激素 作物增产","海藻提取物土壤改良-2923",2,"10.1007\u002Fs44279-026-00741-x",{"doi":92,"openalex_id":94,"authors":95,"venue":10,"cited_by_count":117,"oa_url":6,"card":118,"direction":124,"ingested_from":125},"W7213534523",[96,99,101,104,107,110,112,115],{"name":97,"orcid":98},"Sukamal Sarkar","https:\u002F\u002Forcid.org\u002F0000-0002-1438-1778",{"name":100,"orcid":9},"Suman Dutta",{"name":102,"orcid":103},"Saikat Dey","https:\u002F\u002Forcid.org\u002F0009-0000-7304-6219",{"name":105,"orcid":106},"Anannya Dhar","https:\u002F\u002Forcid.org\u002F0009-0001-4160-2193",{"name":108,"orcid":109},"Sourav Garai","https:\u002F\u002Forcid.org\u002F0000-0001-5823-078X",{"name":111,"orcid":9},"Saswati Ghosh",{"name":113,"orcid":114},"Koushik Brahmachari","https:\u002F\u002Forcid.org\u002F0000-0003-4802-571X",{"name":116,"orcid":9},"Arup Ghosh",0,{"tldr":119,"method":120,"finding":121,"direction":122,"opportunity":123},"用文献计量分析2000-2024年海藻土壤改良与作物增产的全球研究趋势。","SCOPUS检索156篇文献，用bibliometrix与VOSviewer做主","研究从藻类基础机理转向田间应用与土壤健康管理，亚洲贡献最多，但田间验证与标准仍缺。","农业绿色发展与碳","可聚焦海藻改良剂的田间验证、标准化施用方案与经济可行性，并挖掘未充分利用藻种。","智慧农业 \u002F 农业物联网","openalex","2026-09-19T23:30:10.773531Z",{"total":128,"page":22,"page_size":128,"items":129},6,[130,194,284,318,381,449],{"id":131,"title":132,"url":133,"summary":134,"summary_zh":135,"content":9,"source_name":136,"source_url":133,"published_at":137,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":138,"score_detail":139,"sources":143,"tags":145,"primary_topic":149,"secondary_topics":150,"classification":151,"search_phrases":172,"slug":175,"view_count":117,"doi":176,"paper":177,"created_at":193},4553,"Comparative profiling of rhizosphere bacterial communities in male and female date palms reveals sex-associated taxonomic shifts using 16S rRNA amplicon sequencing","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1962182","Background and aims The rhizosphere microbiome plays a vital role in plant nutrition, health, and resilience, supporting sustainable agriculture and contributing to SDG 2 (Zero Hunger) and SDG 12 (Responsible Consumption and Production). However, comparative studies of rhizosphere bacterial communities associated with male and female date palm ( Phoenix dactylifera L.) plants remain relatively limited. Therefore, this study aimed to compare the rhizosphere bacterial communities associated with male and female date palm plants. Methods Rhizosphere bacterial communities associated with male and female date palm plants were investigated using 16S rRNA gene amplicon sequencing to evaluate differences in bacterial community composition and diversity associated with plant sex. Results Across both sexes, the rhizosphere microbiome was dominated by Firmicutes, Proteobacteria, Actinobacteriota, Acidobacteriota, and Chloroflexi, with Bacillus -related taxa prominent at lower taxonomic levels. Shannon diversity and observed features did not differ significantly between female and male samples ( p = 0.1266 and p = 0.13, respectively). In contrast, beta diversity analysis revealed no significant separation between male and female communities, indicating similar overall community structure. Although exploratory differences in relative abundance were observed for certain taxa (Bdellovibrionota, Entotheonellaeota, Planctomycetota, Micromonosporales, Thermomicrobiales, Pedosphaerales, and Chitinophagales). Conclusion Male and female date palm plants harbor broadly similar rhizosphere bacterial communities with analyzing differences in selected taxa. These preliminary observations warrant further investigation with larger sample sizes, functional approaches, and explicit consideration of reproductive stage effects, with potential implications for developing microbiome-informed strategies to enhance soil health and sustainable date palm productivity.","背景与目标 根际微生物组在植物营养、健康和抗逆性中发挥着至关重要的作用，有助于支撑可持续农业，并促进实现可持续发展目标2（零饥饿）和可持续发展目标12（负责任消费和生产）。然而，针对雄性和雌性枣椰树（Phoenix dactylifera L.）植株根际细菌群落的比较研究仍相对有限。因此，本研究旨在比较雄性和雌性枣椰树植株相关的根际细菌群落。方法 采用16S rRNA基因扩增子测序技术研究雄性和雌性枣椰树植株相关的根际细菌群落，以评估植物性别相关的细菌群落组成和多样性差异。结果 在两种性别中，根际微生物组均以厚壁菌门（Firmicutes）、变形菌门（Proteobacteria）、放线菌门（Actinobacteriota）、酸杆菌门（Acidobacteriota）和绿弯菌门（Chloroflexi）为主，在较低分类水平上以芽孢杆菌（Bacillus）相关类群最为突出。雌性和雄性样本之间的Shannon多样性和观测特征数无显著差异（分别为p = 0.1266和p = 0.13）。相比之下，β多样性分析未显示雄性和雌性群落之间存在显著分离，表明整体群落结构相似。尽管在某些类群中观察到了相对丰度的探索性差异（蛭弧菌门Bdellovibrionota、Entotheonellaeota、浮霉菌门Planctomycetota、小单孢菌目Micromonosporales、热微菌目Thermomicrobiales、Pedosphaerales和噬几丁质菌目Chitinophagales）。结论 雄性和雌性枣椰树植株拥有大体相似的根际细菌群落，但在部分选定类群上存在分析差异。这些初步观察结果值得通过更大的样本量、功能研究方法以及明确考虑生殖阶段效应来进一步研究，这对于制定基于微生物组的策略以增强土壤健康和可持续枣椰树生产力具有潜在意义。","Frontiers in Sustainable Food Systems","2026-10-09T00:00:00Z",63,{"impact":21,"substance":46,"depth":140,"authority":20,"freshness":141,"relevant":22,"comment":142},15,9,"基于16S rRNA测序比较雌雄枣椰树根际细菌群落，结论为性别间群落结构总体相似，属探索性研究，对农业信息化与智慧农业的直接价值有限。",[144],{"name":136,"url":133},[27,28,146,147,148],"农业微生物","枣椰树","根系微生物组",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":152},{"candidates":153,"agricultural_evidence":47},[154,158,162,167],{"code":33,"score":46,"supported":47,"title":155,"abstract":156,"tags":157},[52],[50,51,34,52],[28],{"code":55,"score":56,"supported":47,"title":159,"abstract":160,"tags":161},[],[27,59],[27],{"code":62,"score":76,"supported":47,"title":163,"abstract":164,"tags":166},[],[165],"研究方法",[],{"code":168,"score":22,"supported":14,"title":169,"abstract":170,"tags":171},"H5",[],[],[146],[173,174],"枣椰树 根系细菌 性别差异","根系微生物组 农业微生物 可持续农业 土壤健康","枣椰树根系细菌性别差异-4553","10.3389\u002Ffsufs.2026.1962182",{"doi":176,"openalex_id":178,"authors":179,"venue":136,"cited_by_count":117,"oa_url":186,"card":187,"direction":191,"ingested_from":125},"W7221094157",[180,183],{"name":181,"orcid":182},"Asmita Detroja","https:\u002F\u002Forcid.org\u002F0009-0004-8458-5858",{"name":184,"orcid":185},"Ashok Kumar Bishoyi","https:\u002F\u002Forcid.org\u002F0000-0001-6810-2511","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1962182\u002Fpdf",{"tldr":188,"method":189,"finding":190,"direction":191,"opportunity":192},"比较雌雄枣椰树根际细菌群落，发现整体结构相似但个别类群有差异。","16S rRNA扩增子测序分析雌雄枣椰树根际细菌组成与多样性。","雌雄根际细菌多样性和群落结构无显著差异，仅少数类群相对丰度存在探索性差异。","农业遥感与作物表型","可扩大样本并结合功能宏基因组与生殖阶段，验证性别相关根际微生物差异及其对土壤健康的作用。","2026-10-10T23:30:05.976947Z",{"id":195,"title":196,"url":197,"summary":198,"summary_zh":9,"content":199,"source_name":200,"source_url":9,"published_at":201,"category":12,"cover_url":9,"hotness":202,"is_selected":14,"score":203,"score_detail":204,"sources":206,"tags":211,"primary_topic":214,"secondary_topics":215,"classification":221,"search_phrases":251,"slug":254,"view_count":91,"doi":255,"paper":256,"created_at":283},1190,"Rhizosphere microbiome engineering with PGPR to combat soil-mediated climate change (利用植物根际促生细菌工程化改造根际微生物组以应对土壤介导的气候变化)","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology\u002Farticles\u002F10.3389\u002Ffmicb.2026.1880722\u002Ffull","Frontiers in Microbiology 2026年8月27日综述。加速气候变化和人为土地利用转变的协同效应日益损害陆地生态系统的功能完整性。为保持土壤健康并确保全球粮食安全,向生物强化、气候智能型农业的转型势在必行。本综述全面综合了植物根际促生细菌(PGPR)作为根际建筑师的多方面作用,架起全球生物地球化学循环与复杂分子和数字干预之间的桥梁。通过监测土壤碳固存增加和温室气体(GHG)排放减少评估微生物介导的对大气胁迫的缓解。在三元植物-微生物-土壤界面,根系系统架构(RSA)的协同调控被研究以及DNA甲基化和组蛋白乙酰化等表观遗传修饰作为极端气候条件下跨代应激记忆的关键驱动因素的新兴作用。提出整合工业4.0技术的转化框架。","[](https:\u002F\u002Fwww.frontiersin.org\u002F)\n\n[![Image 2](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology\u002Farticles\u002F10.3389\u002Ffmicb.2026.1880722\u002Ffull) Frontiers in Microbiology](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology)\n\n About us\n\nAbout us\n\n*   Who we are\n*   [Mission and values](https:\u002F\u002Fwww.frontiersin.org\u002Fabout\u002Fmission)\n*   [History](https:\u002F\u002Fwww.frontiersin.org\u002Fabout\u002Fhistory)\n*   [Leadership](https:\u002F\u002Fwww.frontiersin.org\u002Fabout\u002Fleadership)\n*   [Awards](https:\u002F\u002Fwww.frontiersin.org\u002Fabout\u002Fawards)\n\n*   Impact and progress\n*   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Terrestrial Microbiology\n\nVolume 17 - 2026 |  doi: 10.3389\u002Ffmicb.2026.1880722\n\nPublished in\n\n[![Image 6: Frontiers in Microbiology](https:\u002F\u002Fd2csxpduxe849s.cloudfront.net\u002Fmedia\u002FE32629C6-9347-4F84-81FEAEF7BFA342B3\u002FD7C8E8F5-EB21-4B26-BE7D25D7B2089254\u002Fwebimage-9F239CC8-42C5-479C-ADDCDB2931B331FF.png)](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology)\n\n[Frontiers in Microbiology](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology)\n\n*   #### [Terrestrial Microbiology](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology\u002Fsections\u002Fterrestrial-microbiology)\n\n*   [**5.8** impact factor](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology)\n*   [**9.9** citescore](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology)\n\n[Part of a Research Topic Soil Microbial Ecology and Soil Ecosystem Functions for Addressing Climate Change and Maintaining Ecological Sustainability, Volume II Submission open * **6127** views * **6** articles](https:\u002F\u002Fwww.frontiersin.org\u002Fresearch-topics\u002F78720\u002Fsoil-microbial-ecology-and-soil-ecosystem-functions-for-addressing-climate-change-and-maintaining-ecological-sustainability-volume-ii)\n\n### Reviewers\n\nReviewed by\n\n![Image 7: 2 Anonymous reviewers](https:\u002F\u002Fstatic2.frontiersin.org\u002Fstatic-resources\u002Fimages\u002Fdefault_profileimage.webp)\n\n2 Anonymous reviewers\n\nOutline\n\n*    [Abstract](https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fmicrobiology\u002Farticles\u002F10.3389\u002Ffmicb.2026.1880722\u002Ffull#h1)\n\n## REVIEW article\n\nFront. Microbiol.\n\nSec. Terrestrial Microbiology\n\n# Rhizosphere microbiome engineering with PGPR to combat soil-mediated climate change\n\n*   [![Image 8: Noel Biju Longhinos](https:\u002F\u002Floop.frontiersin.org\u002Fimages\u002Fprofile\u002F3518418\u002F74) Noel Biju Longhinos](https:\u002F\u002Floop.frontiersin.org\u002Fpeople\u002F3518418)\n*   P M \nPala Mahesh \n*   D V \nDivya Vijayakumar Bindhu \n*   A S \n","Frontiers in Microbiology 2026","2026-08-27T08:00:00Z",25,72,{"impact":46,"substance":18,"depth":19,"authority":20,"freshness":69,"relevant":22,"comment":205},"论文探讨利用PGPR工程化根际微生物组应对气候变化，对可持续农业有参考价值，但时效性较低。",[207,208],{"name":200,"url":197},{"name":209,"url":210},"Frontiers in Microbiology","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffmicb.2026.1880722",[27,212,213,28],"根际微生物","气候智能农业",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[216],{"code":217,"slug":218,"name":219,"path":220,"parent_code":37},"H7","climate","气候适应与防灾减灾","\u002Ftopic\u002Fenvironment\u002Fclimate",{"status":40,"locked":14,"version":41,"method":42,"evidence":222},{"candidates":223,"agricultural_evidence":47},[224,229,235,241,247],{"code":33,"score":225,"supported":47,"title":226,"abstract":227,"tags":228},32,[50,51,34,52],[50,51],[28,212],{"code":217,"score":18,"supported":47,"title":230,"abstract":233,"tags":234},[231,232],"气候变化","climate change",[231],[213],{"code":236,"score":76,"supported":47,"title":237,"abstract":238,"tags":240},"A8",[],[239],"粮食安全",[],{"code":242,"score":76,"supported":47,"title":243,"abstract":244,"tags":246},"B7",[],[245],"温室",[],{"code":55,"score":22,"supported":14,"title":248,"abstract":249,"tags":250},[],[],[27],[252,253],"气候智能农业 可持续农业 根际微生物 土壤健康","气候智能农业 可持续农业","气候智能农业可持续农业根际微生物土壤健康-1190","10.3389\u002Ffmicb.2026.1880722\u002Ffull",{"doi":255,"openalex_id":257,"authors":258,"venue":209,"cited_by_count":117,"oa_url":210,"card":9,"direction":124,"ingested_from":125},"W7212026270",[259,261,263,265,267,269,271,273,275,278,281],{"name":260,"orcid":9},"Noel Biju Longhinos",{"name":262,"orcid":9},"Pala Mahesh",{"name":264,"orcid":9},"Divya Vijayakumar Bindhu",{"name":266,"orcid":9},"Arsha Sunil",{"name":268,"orcid":9},"Ananya Nair",{"name":270,"orcid":9},"Deeksi Renukadevi Kuppusamy",{"name":272,"orcid":9},"Akshaya Madurai Hariharan",{"name":274,"orcid":9},"Vuppala Sruthi",{"name":276,"orcid":277},"Bipin G. Nair","https:\u002F\u002Forcid.org\u002F0000-0002-4944-8805",{"name":279,"orcid":280},"Sanjay Pal","https:\u002F\u002Forcid.org\u002F0000-0003-3959-6844",{"name":282,"orcid":9},"Suja Subhash","2026-09-01T00:03:40.160271Z",{"id":285,"title":286,"url":287,"summary":288,"summary_zh":9,"content":289,"source_name":290,"source_url":9,"published_at":291,"category":292,"cover_url":9,"hotness":13,"is_selected":14,"score":293,"score_detail":294,"sources":297,"tags":299,"primary_topic":304,"secondary_topics":305,"classification":306,"search_phrases":313,"slug":316,"view_count":117,"doi":9,"paper":9,"created_at":317},5423,"中国农科院资划所揭示生物炭阻控微塑料介导土壤抗生素耐药基因传播机制","https:\u002F\u002Fnew.qq.com\u002Frain\u002Fa\u002F20261019A084M600","中国农业科学院农业资源与农业区划研究所土壤植物互作创新团队揭示了生物炭阻控微塑料介导土壤抗生素耐药基因传播的作用机制，并构建微塑料-生物炭-抗生素耐药基因三元界面作用机理与数据驱动预测框架，成果发表在《Journal of Hazardous Materials》。研究指出微塑料进入土壤会吸附抗生素、重金属和病原微生物，为微生物定殖和生物膜提供专属微环境，而生物炭可从物理、遗传和生态三个层面削弱耐药基因传播。团队还提出面向治理的优先路线图，为新污染物协同治理与农田土壤安全利用提供理论支撑。","window.DATA = {\"url\":\"https:\u002F\u002Fview.inews.qq.com\u002Fa\u002F20261019A084M600\",\"article_id\":\"20261019A084M600\",\"atype\":\"0\",\"article_type\":\"0\",\"title\":\"生物炭为微塑料介导的土壤抗生素耐药基因传播“踩刹车”\",\"desc\":\"近日，中国农业科学院农业资源与农业区划研究所土壤植物互作创新团队揭示了生物炭阻控微塑料介导土壤抗生素耐药基因传播的作用机制，并构建“微塑料—生物炭—抗生素耐药基因”三元界面作用机理与数据驱动预测框架。相关研究成果发表在《危险材料杂志（Journal of Hazardous Materials）》上。抗生素耐药基因是潜伏在土壤中...\",\"iNewsRecommendLevel\":1,\"abstract\":\"近日，中国农业科学院农业资源与农业区划研究所土壤植物互作创新团队揭示了生物炭阻控微塑料介导土壤抗生素耐药基因传播的作用机制，并构建“微塑料—生物炭—抗生素耐药基因”三元界面作用机理与数据驱动预测框架。相关研究成果发表在《危险材料杂志（Journal of Hazardous Materials）》上。抗生素耐药基因是潜伏在土壤中...\",\"catalog1\":\"agriculture\",\"ad_channel_sign\":\"news\",\"introduction\":\"\",\"media\":\"中国农业科学院\",\"media_id\":\"20124819\",\"pubtime\":\"2026-10-19 14:48:21\",\"comment_id\":\"1261019605040990\",\"political\":0,\"cmsId\":\"20261019A084M600\",\"cms_id\":\"20261019A084M600\",\"closeAllAd\":0,\"closeAllFavorite\":false,\"originContent\":{\"directory\":{\"enable\":2},\"text\":\"\\u003cdiv class=\\\"rich_media_content\\\"\\u003e\\u003csection data-nest-level=\\\"2\\\" data-pm-slice=\\\"0 0 []\\\" style=\\\"box-sizing: border-box; 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font-weight: bold; letter-spacing: 1px\\\" textstyle=\\\"\\\"\\u003e《危险材料杂志（Journal of Hazardous Materials）》\\u003c\u002Fspan\\u003e\\u003cspan style=\\\"font-size: 17px; letter-spacing: 1px\\\" textstyle=\\\"\\\"\\u003e上。\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003csection nodeleaf=\\\"\\\" style=\\\"-webkit-font-smoothing: subpixel-antialiased; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); color: rgb(0, 0, 0); font-size: 16px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; margin: 0px 0px 20px; orphans: 2; outline: none; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px\\\"\\u003e\\u003c!--IMG_0--\\u003e\\u003c\u002Fsection\\u003e\\u003cp style=\\\"-webkit-font-smoothing: subpixel-antialiased; -webkit-text-stroke-width: 0px; 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-webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); flex-direction: column; font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.6; margin: 0px; max-width: none !important; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; visibility: visible; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cbr\u002F\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fsection\\u003e\\u003csection class=\\\"js_darkmode__11\\\" data-nest-level=\\\"3\\\" data-pm-slice=\\\"0 0 []\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: 0.544px; margin: 0px; max-width: 100%; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; visibility: visible; white-space: normal; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan data-nest-level=\\\"4\\\" data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003cspan data-nest-level=\\\"5\\\" leaf=\\\"\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); flex-direction: column; font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.6; margin: 0px; max-width: none !important; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; visibility: visible; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan style=\\\"color: rgb(136, 136, 136); font-size: 15px\\\" textstyle=\\\"\\\"\\u003e作者丨\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003cspan data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003cspan leaf=\\\"\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); flex-direction: column; font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.6; margin: 0px; max-width: none !important; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; visibility: visible; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan style=\\\"color: rgb(136, 136, 136); font-size: 15px\\\" textstyle=\\\"\\\"\\u003e张倩茹\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fsection\\u003e\\u003csection class=\\\"js_darkmode__11\\\" data-nest-level=\\\"3\\\" data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003cspan data-nest-level=\\\"4\\\" data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003cp style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: 0.544px; margin: 0px; max-width: 100%; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; visibility: visible; white-space: normal; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan data-pm-slice=\\\"1 1 [\\u0026#34;para\\u0026#34;,{\\u0026#34;tagName\\u0026#34;:\\u0026#34;p\\u0026#34;,\\u0026#34;attributes\\u0026#34;:{\\u0026#34;style\\u0026#34;:\\u0026#34;outline: none; margin: 0px 0px 20px; padding: 0px; -webkit-font-smoothing: subpixel-antialiased; text-align: justify; color: rgb(0, 0, 0); font-family: \\\\\\u0026#34;Microsoft YaHei\\\\\\u0026#34;, 微软雅黑, SimSun, 宋体, SimHei, \\\\\\u0026#34;STHeiti Light\\\\\\u0026#34;, STHeiti, \\\\\\u0026#34;Lucida Grande\\\\\\u0026#34;, Tahoma, Arial, Helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal; background-color: rgb(255, 255, 255); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; text-indent: 2em;\\u0026#34;},\\u0026#34;namespaceURI\\u0026#34;:\\u0026#34;http:\u002F\u002Fwww.w3.org\u002F1999\u002Fxhtml\\u0026#34;,\\u0026#34;data-layout-id\\u0026#34;:null}]\\\" leaf=\\\"\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); flex-direction: column; font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.6; margin: 0px; max-width: none !important; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; visibility: visible; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan style=\\\"color: rgb(136, 136, 136); font-size: 15px\\\" textstyle=\\\"\\\"\\u003e通讯员丨\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003cspan data-pm-slice=\\\"1 1 [\\u0026#34;para\\u0026#34;,{\\u0026#34;tagName\\u0026#34;:\\u0026#34;section\\u0026#34;,\\u0026#34;attributes\\u0026#34;:{\\u0026#34;style\\u0026#34;:\\u0026#34;box-sizing: border-box;font-style: normal;font-weight: 400;text-align: justify;font-size: 16px;color: rgb(62, 62, 62);\\u0026#34;,\\u0026#34;data-pm-slice\\u0026#34;:\\u0026#34;0 0 []\\u0026#34;,\\u0026#34;data-nest-level\\u0026#34;:\\u0026#34;2\\u0026#34;},\\u0026#34;namespaceURI\\u0026#34;:\\u0026#34;http:\u002F\u002Fwww.w3.org\u002F1999\u002Fxhtml\\u0026#34;,\\u0026#34;data-layout-id\\u0026#34;:null},\\u0026#34;para\\u0026#34;,{\\u0026#34;tagName\\u0026#34;:\\u0026#34;p\\u0026#34;,\\u0026#34;attributes\\u0026#34;:{\\u0026#34;style\\u0026#34;:\\u0026#34;outline: none; margin: 0px 0px 20px; padding: 0px; -webkit-font-smoothing: subpixel-antialiased; text-align: justify; color: rgb(0, 0, 0); font-family: \\\\\\u0026#34;Microsoft YaHei\\\\\\u0026#34;, 微软雅黑, SimSun, 宋体, SimHei, \\\\\\u0026#34;STHeiti Light\\\\\\u0026#34;, STHeiti, \\\\\\u0026#34;Lucida Grande\\\\\\u0026#34;, Tahoma, Arial, Helvetica, sans-serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal; background-color: rgb(255, 255, 255); text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial; text-indent: 2em;\\u0026#34;},\\u0026#34;namespaceURI\\u0026#34;:\\u0026#34;http:\u002F\u002Fwww.w3.org\u002F1999\u002Fxhtml\\u0026#34;,\\u0026#34;data-layout-id\\u0026#34;:null}]\\\" leaf=\\\"\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); flex-direction: column; font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: normal; letter-spacing: 0.034em; line-height: 1.6; margin: 0px; max-width: none !important; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; visibility: visible; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan style=\\\"color: rgb(136, 136, 136); font-size: 15px\\\" textstyle=\\\"\\\"\\u003e姬悦\\u003c\u002Fspan\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fp\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fsection\\u003e\\u003csection class=\\\"js_darkmode__11\\\" data-nest-level=\\\"3\\\" data-pm-slice=\\\"0 0 []\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: 0.544px; margin: 0px; max-width: 100%; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; visibility: visible; white-space: normal; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan data-nest-level=\\\"4\\\" data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fsection\\u003e\\u003csection class=\\\"js_darkmode__11\\\" data-nest-level=\\\"3\\\" data-pm-slice=\\\"0 0 []\\\" style=\\\"-webkit-tap-highlight-color: transparent; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255); box-sizing: border-box !important; color: rgba(0, 0, 0, 0.9); font-size: 17px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: 0.544px; margin: 0px; max-width: 100%; orphans: 2; outline: 0px; overflow-wrap: break-word !important; padding: 0px; text-align: center; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; visibility: visible; white-space: normal; widows: 2; word-spacing: 0px\\\"\\u003e\\u003cspan data-nest-level=\\\"4\\\" data-pm-slice=\\\"0 0 []\\\"\\u003e\\u003c\u002Fspan\\u003e\\u003c\u002Fsection\\u003e\\u003csection data-nest-level=\\\"3\\\" data-pm-slice=\\\"0 \n[…全文已截断…]","中国农业科学院 2026-10-19","2026-10-19T00:00:00Z","报道",85,{"impact":295,"substance":295,"depth":46,"authority":140,"freshness":21,"relevant":22,"comment":296},22,"国家级科研机构在环境领域顶级期刊发表的新机制与新预测框架，专业增量明确，对土壤污染治理与绿色农业有参考价值，值得进入每日精选。",[298],{"name":290,"url":287},[300,28,301,302,303],"生物炭","农业环保","微塑料","抗生素耐药基因",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":307},{"candidates":308,"agricultural_evidence":47},[309],{"code":33,"score":20,"supported":47,"title":310,"abstract":311,"tags":312},[50],[50],[28,300],[314,315],"中国农科院资划所 生物炭 微塑料","土壤 抗生素耐药基因 生物炭","中国农科院资划所生物炭微塑料-5423","2026-10-21T00:10:00.151313Z",{"id":319,"title":320,"url":321,"summary":322,"summary_zh":323,"content":9,"source_name":136,"source_url":321,"published_at":324,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":138,"score_detail":325,"sources":328,"tags":330,"primary_topic":335,"secondary_topics":336,"classification":337,"search_phrases":354,"slug":357,"view_count":117,"doi":358,"paper":359,"created_at":380},5072,"Exploring the influence of farmers’ networks and social interactions to sustain soil health management","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1823295","Introduction Soil health management practices have increasingly been promoted across US agroecosystems to address many interrelated environmental and economic food system challenges. Sustaining soil health management behavior—through farmer’s adoption and continued use of practices—is key to ensuring that these challenges are addressed and also known to be in part influenced by farmers social networks and interactions. Methods Drawing on the diffusion of innovation theories, this grounded theory study explores the influence of networks and social interactions on farmers sustaining soil health management. In-depth interviews were conducted with eight participants of a partnership integrating on-farm experimentation and outreach in the U.S. Midwestern agroecosystem. Results Four interrelated dimensions emerged as influencing sustained soil health management: (1) peer influences and social interactions, including land tenure arrangements, perceived acceptance within farming communities, and farming traditions; (2) co-learning processes that supported collaborative knowledge development; (3) expansion of farmer networks through on-farm experimentation and demonstration activities; and (4) experiential tradeoffs associated with practice implementation. Farmers described how participation in on-farm research increased opportunities for peer exchange, field-day engagement, and knowledge sharing while strengthening confidence in management decisions through trialability. At the same time, participants highlighted barriers to long-term practice use related to social expectations, management challenges, and competing farm priorities. Discussion Our findings emphasize that soil health management practice adoption is not a one-time decision, but rather a dynamic process in part influenced by farmers networks and social interactions. Applying factors such as landowner–tenant relationships, perception of acceptance within specific network groups, farming practices carried out by previous generations, and collaborative construction of soil health knowledge as well as prioritizing social components when designing on-farm approaches to experimentation can help sustain soil health management.","引言 在美国的农业生态系统中，土壤健康管理实践日益受到推广，以应对粮食系统中许多相互关联的环境和经济挑战。维持土壤健康管理行为——通过农民的采纳和持续使用实践——是确保这些挑战得到解决的关键，并且已知这部分受到农民社会网络和互动的影响。方法 借鉴创新扩散理论，本扎根理论研究探讨了网络和社会互动对农民维持土壤健康管理的影响。对美国中西部农业生态系统中一个整合了农场试验和推广的合作项目的八名参与者进行了深度访谈。结果 出现了四个相互关联的维度影响持续的土壤健康管理：（1）同伴影响和社会互动，包括土地权属安排、在农业社区内感知到的接受度以及农业传统；（2）支持协作知识发展的共同学习过程；（3）通过农场试验和示范活动扩大农民网络；（4）与实践实施相关的经验性权衡。农民描述了参与农场研究如何增加了同伴交流、田间日活动和知识分享的机会，同时通过可试验性增强了管理决策的信心。与此同时，参与者强调了与长期实践使用相关的障碍，涉及社会期望、管理挑战和相互竞争的农场优先事项。讨论 我们的发现强调，土壤健康管理实践的采纳不是一次性决定，而是一个动态过程，部分受到农民网络和社会互动的影响。应用诸如地主与佃农关系、在特定网络群体内感知到的接受度、前几代人开展的农业实践以及土壤健康知识的协作构建等因素，并在设计农场试验方法时优先考虑社会因素，可以帮助维持土壤健康管理。","2026-10-15T00:00:00Z",{"impact":21,"substance":46,"depth":326,"authority":20,"freshness":21,"relevant":22,"comment":327},16,"基于扎根理论的质性研究，样本仅8人但揭示了农户网络与社交互动对土壤健康管理持续采纳的作用机制，对农技推广与数字乡村社交化传播有参考价值。",[329],{"name":136,"url":321},[331,28,332,333,334],"农业技术推广","田间试验","农户社交网络","采纳行为",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":338},{"candidates":339,"agricultural_evidence":47},[340,344,349],{"code":33,"score":140,"supported":47,"title":341,"abstract":342,"tags":343},[34],[50,34],[28],{"code":75,"score":76,"supported":47,"title":345,"abstract":346,"tags":348},[],[347],"农业生态",[],{"code":350,"score":22,"supported":14,"title":351,"abstract":352,"tags":353},"G1",[],[],[331],[355,356],"美国中西部 土壤健康 农户网络","农场试验 知识共享 土壤管理","美国中西部土壤健康农户网络-5072","10.3389\u002Ffsufs.2026.1823295",{"doi":358,"openalex_id":360,"authors":361,"venue":136,"cited_by_count":117,"oa_url":321,"card":374,"direction":378,"ingested_from":125},"W7222303587",[362,365,368,371],{"name":363,"orcid":364},"Fernanda Souza Krupek","https:\u002F\u002Forcid.org\u002F0000-0002-6132-2770",{"name":366,"orcid":367},"Taylor K. Ruth","https:\u002F\u002Forcid.org\u002F0000-0002-5269-9154",{"name":369,"orcid":370},"Daren D. Redfearn","https:\u002F\u002Forcid.org\u002F0000-0003-0295-3131",{"name":372,"orcid":373},"Andrea Basche","https:\u002F\u002Forcid.org\u002F0000-0001-6805-8522",{"tldr":375,"method":376,"finding":377,"direction":378,"opportunity":379},"基于扎根理论访谈八位农户，探究社交网络与互动如何影响土壤健康管理行为的持续。","扎根理论，深度访谈美国中西部八位参与农场试验的农户。","持续管理受同伴影响、共同学习、网络扩展和体验权衡四维度共同作用，非一次性决策。","数字乡村与农业信息化","可研究数字社交平台与在线农户网络如何补充线下互动，促进土壤健康管理持续采纳。","2026-10-16T23:30:06.505721Z",{"id":382,"title":383,"url":384,"summary":385,"summary_zh":386,"content":9,"source_name":387,"source_url":384,"published_at":388,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":389,"score_detail":390,"sources":393,"tags":395,"primary_topic":400,"secondary_topics":401,"classification":402,"search_phrases":425,"slug":428,"view_count":117,"doi":429,"paper":430,"created_at":448},5000,"Soil phenotyping: Integrating phenosoils and proximal soil sensing for spatiotemporal characterisation of managed soil variability","https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.still.2026.107530","The characterisation of soil variability has challenged soil science since the early recognition that soils exhibit complex, structured spatial patterns across landscapes. As agriculture intensifies and soils are expected to deliver more—storing carbon, supporting biodiversity, and sustaining other key functions—there is an urgent need for scalable, quantitative methods to monitor and manage soil variability across space and time. Here we synthesise and advance a framework for soil phenotyping, defined as the quantitative assessment of soil structural, chemical, physical, and biological properties and their spatiotemporal patterns using proximal sensing—explicitly grounded in the distinction between genosoils (baseline soils under minimal human influence) and phenosoils (persistent management-modified soil expressions). Drawing parallels with field plant phenotyping, we argue that soils exhibit phenotypic responses arising from interactions among inherent soil capacity, environmental, and management drivers, and that these responses can be measured efficiently using high-throughput sensing. We review proximal soil sensing technologies, including electromagnetic induction and vis–NIR spectroscopy, and discuss their integration within multi-sensor platforms, digital soil mapping, and machine-learning workflows for data fusion, prediction, and uncertainty quantification. We position soil phenotyping as a practical pipeline from in situ sensing to spatially explicit indicators of soil condition and function, supporting precision agriculture, soil health assessment, and soil security planning. Finally, we identify key challenges for operational deployment, including calibration transferability, sensor harmonisation, spatiotemporal sampling design, and open, interoperable data frameworks, and outline research priorities to accelerate adoption in managed landscapes","土壤变异性的表征一直是土壤科学面临的挑战，早在人们认识到土壤在景观尺度上呈现复杂、结构化的空间格局之时便已如此。随着农业集约化程度提高，以及人们对土壤寄予更多期望——固碳、支撑生物多样性并维持其他关键功能——迫切需要可扩展的定量方法来监测和管理土壤在时空上的变异性。本文综合并推进了一个土壤表型分析框架，将其定义为利用近端传感对土壤结构、化学、物理和生物特性及其时空格局进行定量评估，并明确以基因土壤（genosoils，即在人类影响最小条件下的基线土壤）与表型土壤（phenosoils，即持续受到管理改造的土壤表现）之间的区分为基础。通过与田间植物表型分析的类比，我们认为土壤表现出由固有土壤能力、环境和管理驱动因素之间相互作用所产生的表型响应，并且这些响应可以通过高通量传感高效测量。我们综述了近端土壤传感技术，包括电磁感应和可见光—近红外光谱（vis–NIR spectroscopy），并讨论了它们在多传感器平台、数字土壤制图以及用于数据融合、预测和不确定性量化的机器学习工作流程中的整合。我们将土壤表型分析定位为一条从原位传感走向土壤状况与功能的时空显式指标的实用路径，支撑精准农业、土壤健康评估和土壤安全规划。最后，我们指出了业务化部署面临的关键挑战，包括校准可迁移性、传感器协调统一、时空采样设计以及开放可互操作的数据框架，并概述了加速其在管理景观中应用的研究优先方向。","Soil and Tillage Research","2026-10-13T00:00:00Z",81,{"impact":46,"substance":295,"depth":46,"authority":391,"freshness":141,"relevant":22,"comment":392},14,"提出土壤表型学框架并整合近地传感与机器学习，方法新颖、对精准农业与土壤健康管理有实质参考价值，但属学术综述、产业落地尚远。",[394],{"name":387,"url":384},[396,28,397,398,399],"精准农业","数字土壤制图","土壤表型","近地传感",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":403},{"candidates":404,"agricultural_evidence":47},[405,409,414,419],{"code":33,"score":140,"supported":47,"title":406,"abstract":407,"tags":408},[34],[50,34],[28],{"code":82,"score":56,"supported":47,"title":410,"abstract":411,"tags":413},[],[396,412],"precision agriculture",[396],{"code":75,"score":128,"supported":47,"title":415,"abstract":416,"tags":418},[],[79,417],"biodiversity",[],{"code":420,"score":76,"supported":47,"title":421,"abstract":422,"tags":424},"I2",[],[423],"机器学习",[],[426,427],"土壤表型 近地传感 土壤健康","phenosoils 数字土壤制图","土壤表型近地传感土壤健康-5000","10.1016\u002Fj.still.2026.107530",{"doi":429,"openalex_id":431,"authors":432,"venue":387,"cited_by_count":117,"oa_url":384,"card":443,"direction":191,"ingested_from":125},"W7221718473",[433,436,438,440],{"name":434,"orcid":435},"Damien J. Field","https:\u002F\u002Forcid.org\u002F0000-0002-6877-8332",{"name":437,"orcid":9},"Alex McBratney",{"name":439,"orcid":9},"Budiman Minasny",{"name":441,"orcid":442},"John Triantafilis","https:\u002F\u002Forcid.org\u002F0000-0003-1561-0242",{"tldr":444,"method":445,"finding":446,"direction":191,"opportunity":447},"提出土壤表型组框架，用近端传感量化管理导致的土壤时空变异。","整合电磁感应与可见-近红外光谱，结合多传感器平台、数字土壤制图和机器学习。","区分本原土与表型土，可高效监测土壤功能并支撑精准农业与土壤健康评估。","开发跨传感器校准迁移与时空采样优化方法，构建开放互操作的土壤表型数据框架。","2026-10-15T23:30:26.546545Z",{"id":450,"title":451,"url":452,"summary":453,"summary_zh":454,"content":9,"source_name":455,"source_url":452,"published_at":388,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":203,"score_detail":456,"sources":459,"tags":461,"primary_topic":465,"secondary_topics":466,"classification":473,"search_phrases":511,"slug":514,"view_count":22,"doi":515,"paper":516,"created_at":528},4896,"Site-Specific Precision Cover Cropping for Soil Health and Environmental Sustainability Using Remote Sensing and Multi-Criteria Analysis","https:\u002F\u002Fdoi.org\u002F10.21663\u002Feeg-d-26-00041","ABSTRACT Cover crops, which are plants or mixtures of plants grown primarily to enhance and protect soil health, are a key strategy in sustainable agriculture. Traditionally, they have been uniformly planted in a field typically during off-season when the main crops are not in competition. However, advancements in precision agriculture, particularly the integration of remote-sensing technology, demand more efficient seeding strategies based on field variability. The aims of this study were to assess the specific needs of a field in Aurora County, SD, and determine the type and optimal combinations of the cover crop mix. The cover crop species considered in this study included legumes, grasses, and brassicas. The remote-sensing data were extracted from Sentinel-2 satellite imagery. Soil samples were collected from 0 to 30 cm depth, and soil properties were measured. Additionally, topographic maps such as slope and aspect were extracted from light detection and ranging (LiDAR) data. The results of precision cover crop analyses showed that 6.5 percent (7.8 ha), 20.6 percent (24.7 ha), 38.1 percent (45.7 ha), 29.6 percent (35.5 ha), and 5.3 percent (6.3 ha) of the studied field should planted in the following mixtures of crops: rye, radish, and vetch; triticale, turnip, and vetch; triticale, radish, and clover; triticale, rapeseed, and pea; and barley, flax, and clover, respectively. The mixtures significantly improved soil properties by reducing compaction, increasing residue C\u002FN ratio, and enhancing weed suppression compared with the control. The resulting map should be interpreted as a decision-support recommendation rather than a fully validated field prescription.","摘要 覆盖作物（cover crops）是指主要为了提升和保护土壤健康而种植的植物或植物混合体，是可持续农业的一项关键策略。传统上，覆盖作物通常在非主作物竞争的季节以均匀方式播种于田间。然而，精准农业的进步，尤其是遥感技术的整合，要求基于田块变异性制定更高效的播种策略。本研究旨在评估南达科他州奥罗拉县某田块的具体需求，并确定覆盖作物混合物的类型及最优组合。本研究考虑的覆盖作物种类包括豆科、禾本科和十字花科植物。遥感数据提取自Sentinel-2卫星影像。土壤样品采集深度为0至30 cm，并测定了土壤性质。此外，从激光雷达（LiDAR）数据中提取了坡度和坡向等地形图。精准覆盖作物分析结果表明，研究田块中分别有6.5%（7.8 ha）、20.6%（24.7 ha）、38.1%（45.7 ha）、29.6%（35.5 ha）和5.3%（6.3 ha）的面积应种植以下作物混合物：黑麦、萝卜和野豌豆；小黑麦、芜菁和野豌豆；小黑麦、萝卜和三叶草；小黑麦、油菜和豌豆；以及大麦、亚麻和三叶草。与对照相比，这些混合物通过降低紧实度、提高残体碳氮比和增强杂草抑制效果，显著改善了土壤性质。所得图谱应被解读为决策支持建议，而非经过充分验证的田间处方。","Environmental and Engineering Geoscience",{"impact":17,"substance":457,"depth":19,"authority":20,"freshness":141,"relevant":22,"comment":458},21,"该研究将遥感与多准则分析结合用于精准覆盖作物制图，方法新颖、数据具体，对农业信息化与可持续农业有参考价值，但属单点田间案例，影响范围有限。",[460],{"name":455,"url":452},[462,396,463,28,464],"智慧农业","遥感","覆盖作物",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[467],{"code":468,"slug":469,"name":470,"path":471,"parent_code":472},"I3","remote-sensing","遥感与农情监测","\u002Ftopic\u002Fdigital-agriculture\u002Fremote-sensing","I",{"status":40,"locked":14,"version":41,"method":42,"evidence":474},{"candidates":475,"agricultural_evidence":47},[476,480,485,489,496,500,506],{"code":33,"score":140,"supported":47,"title":477,"abstract":478,"tags":479},[34],[50,34],[28],{"code":468,"score":17,"supported":47,"title":481,"abstract":483,"tags":484},[482],"remote sensing",[463],[463],{"code":82,"score":21,"supported":47,"title":486,"abstract":487,"tags":488},[],[396,412],[462,396],{"code":490,"score":128,"supported":47,"title":491,"abstract":492,"tags":495},"A4",[],[493,494],"油菜","rapeseed",[],{"code":55,"score":128,"supported":47,"title":497,"abstract":498,"tags":499},[],[27,59],[],{"code":501,"score":76,"supported":47,"title":502,"abstract":503,"tags":505},"B1",[],[504],"萝卜",[],{"code":507,"score":22,"supported":14,"title":508,"abstract":509,"tags":510},"A7",[],[],[464],[512,513],"Sentinel-2 遥感 覆盖作物","精准覆盖作物 土壤健康","Sentinel-2遥感覆盖作物-4896","10.21663\u002Feeg-d-26-00041",{"doi":515,"openalex_id":517,"authors":518,"venue":455,"cited_by_count":117,"oa_url":9,"card":523,"direction":191,"ingested_from":125},"W7221669942",[519,521],{"name":520,"orcid":9},"Ali Mirzakhani Nafchi",{"name":522,"orcid":9},"Salman Mirzaee",{"tldr":524,"method":525,"finding":526,"direction":191,"opportunity":527},"利用遥感与多准则分析为南达科他州田块制定精准覆盖作物混播方案。","Sentinel-2影像、LiDAR地形与土壤采样，结合多准则分析。","田块被划分为5个管理区，各推荐不同覆盖作物混播，显著改善土壤紧实度、残体C\u002FN比和抑草效果。","可验证该决策支持地图的田间效果，并融合实时物联网数据优化动态推荐。","2026-10-14T23:30:27.077312Z"]