[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2923":3,"related-2923":71},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":24,"tags":26,"search_phrases":32,"slug":35,"view_count":36,"doi":37,"paper":38,"created_at":70},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",[33,34],"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",0,"10.1007\u002Fs44279-026-00741-x",{"doi":37,"openalex_id":39,"authors":40,"venue":10,"cited_by_count":36,"oa_url":6,"card":62,"direction":68,"ingested_from":69},"W7213534523",[41,44,46,49,52,55,57,60],{"name":42,"orcid":43},"Sukamal Sarkar","https:\u002F\u002Forcid.org\u002F0000-0002-1438-1778",{"name":45,"orcid":9},"Suman Dutta",{"name":47,"orcid":48},"Saikat Dey","https:\u002F\u002Forcid.org\u002F0009-0000-7304-6219",{"name":50,"orcid":51},"Anannya Dhar","https:\u002F\u002Forcid.org\u002F0009-0001-4160-2193",{"name":53,"orcid":54},"Sourav Garai","https:\u002F\u002Forcid.org\u002F0000-0001-5823-078X",{"name":56,"orcid":9},"Saswati Ghosh",{"name":58,"orcid":59},"Koushik Brahmachari","https:\u002F\u002Forcid.org\u002F0000-0003-4802-571X",{"name":61,"orcid":9},"Arup Ghosh",{"tldr":63,"method":64,"finding":65,"direction":66,"opportunity":67},"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":72,"page":22,"page_size":72,"items":73},6,[74,129,168,198,239,269],{"id":75,"title":76,"url":77,"summary":78,"summary_zh":9,"content":79,"source_name":80,"source_url":9,"published_at":81,"category":12,"cover_url":9,"hotness":82,"is_selected":14,"score":83,"score_detail":84,"sources":88,"tags":93,"search_phrases":96,"slug":99,"view_count":36,"doi":100,"paper":101,"created_at":128},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*   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Microbiol.\n\nSec. 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":85,"substance":18,"depth":19,"authority":20,"freshness":86,"relevant":22,"comment":87},18,4,"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。",[89,90],{"name":80,"url":77},{"name":91,"url":92},"Frontiers in Microbiology","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffmicb.2026.1880722",[27,94,95,28],"根际微生物","气候智能农业",[97,98],"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":100,"openalex_id":102,"authors":103,"venue":91,"cited_by_count":36,"oa_url":92,"card":9,"direction":68,"ingested_from":69},"W7212026270",[104,106,108,110,112,114,116,118,120,123,126],{"name":105,"orcid":9},"Noel Biju Longhinos",{"name":107,"orcid":9},"Pala Mahesh",{"name":109,"orcid":9},"Divya Vijayakumar Bindhu",{"name":111,"orcid":9},"Arsha Sunil",{"name":113,"orcid":9},"Ananya Nair",{"name":115,"orcid":9},"Deeksi Renukadevi Kuppusamy",{"name":117,"orcid":9},"Akshaya Madurai Hariharan",{"name":119,"orcid":9},"Vuppala Sruthi",{"name":121,"orcid":122},"Bipin G. Nair","https:\u002F\u002Forcid.org\u002F0000-0002-4944-8805",{"name":124,"orcid":125},"Sanjay Pal","https:\u002F\u002Forcid.org\u002F0000-0003-3959-6844",{"name":127,"orcid":9},"Suja Subhash","2026-09-01T00:03:40.160271Z",{"id":130,"title":131,"url":132,"summary":133,"summary_zh":134,"content":9,"source_name":135,"source_url":132,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":136,"score_detail":137,"sources":142,"tags":144,"search_phrases":149,"slug":152,"view_count":36,"doi":153,"paper":154,"created_at":167},2964,"Tradeoff between economic and environmental assessment of paddy-wheat and maize-wheat cropping system in Indian Punjab: a pathway to sustainable agriculture","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffenvs.2026.1788317","Focusing on sustainable production in agriculture, this study evaluates the tradeoff between economic and environmental factors in replacing the Paddy-Wheat (PW) cropping system with the Maize-Wheat (MW) system in Indian Punjab. To evaluate the MW cropping system as a diversification option in Punjab from both economic and environmental perspectives, while comparing it to the PW cropping system across farm sizes. Primary data were collected using multi-stage sampling. Environmental performance was assessed using carbon footprint (CF) and water footprint (WF), while economic performance was evaluated through gross returns, net returns, and benefit–cost ratio. In addition, carbon efficiency (CE), carbon sustainability index (CSI), and eco-efficiency (EE) indicators were estimated to capture resource-use performance relative to environmental impacts. Results show that the PW system generates significantly higher net returns (1709.8 USD ha -1 ) than the MW system (1394.0 USD ha -1 ). The Farm carbon footprint (FCF) and Product carbon footprint (PCF) of MW and PW systems showed significant differences, with FCFs of 4918 and 11961 kg CO2e ha -1 and PCFs of 111.4 and 57.2 kg CO2e q -1 , respectively. Crop residue burning was the main GHG source in PW, whereas fertilizer production dominated emissions in MW. Small and medium farms were the most eco-efficient, highlighting the role of farm scale in sustainability outcomes. The findings suggest that while the MW system offers better environmental sustainability, it involves economic trade-offs. Implementing policy measures such as minimum support price, assured procurement, ethanol integration, precision agriculture, and carbon pricing could enhance MW adoption and help to balance economic returns and environmental benefits, encouraging sustainable and eco-friendly agricultural practices.","本研究以农业可持续生产为核心，评估了印度旁遮普邦以玉米-小麦（MW）种植制度替代水稻-小麦（PW）种植制度在经济与环境因素之间的权衡。研究旨在从经济与环境双重视角评价MW种植制度作为旁遮普邦多样化选项的可行性，并在不同农场规模下将其与PW种植制度进行比较。原始数据通过多阶段抽样获取。环境绩效采用碳足迹（CF）和水足迹（WF）进行评估，经济绩效则通过总收益、净收益和效益-成本比进行评价。此外，还估算了碳效率（CE）、碳可持续性指数（CSI）和生态效率（EE）指标，以衡量相对于环境影响的资源利用绩效。结果表明，PW制度的净收益（1709.8美元\u002F公顷）显著高于MW制度（1394.0美元\u002F公顷）。MW与PW制度的农场碳足迹（FCF）和产品碳足迹（PCF）存在显著差异，FCF分别为4918和11961 kg CO2e\u002F公顷，PCF分别为111.4和57.2 kg CO2e\u002F公担。PW制度的主要温室气体排放源为作物秸秆焚烧，而MW制度的排放则以肥料生产为主。小型和中型农场的生态效率最高，凸显了农场规模在可持续性结果中的作用。研究结果表明，尽管MW制度具有更好的环境可持续性，但存在经济上的权衡。实施最低支持价格、保底收购、乙醇整合、精准农业和碳定价等政策措施，可促进MW制度的采纳，有助于平衡经济收益与环境效益，鼓励可持续和环境友好的农业实践。","Frontiers in Environmental Science",78,{"impact":138,"substance":139,"depth":85,"authority":20,"freshness":140,"relevant":22,"comment":141},16,22,9,"基于一手数据的印旁遮普稻麦与玉米小麦轮作经济环境权衡研究，结论与政策建议具体，对可持续农业与种植结构调整有参考价值。",[143],{"name":135,"url":132},[145,27,146,147,148],"农业政策","碳足迹","水资源足迹","种植结构调整",[150,151],"印度旁遮普 稻麦轮作 玉米小麦","碳足迹 水足迹 种植制度","印度旁遮普稻麦轮作玉米小麦-2964","10.3389\u002Ffenvs.2026.1788317",{"doi":153,"openalex_id":155,"authors":156,"venue":135,"cited_by_count":36,"oa_url":132,"card":162,"direction":66,"ingested_from":69},"W7213535698",[157,159],{"name":158,"orcid":9},"Arshdeep Singh",{"name":160,"orcid":161},"Poonam Kataria","https:\u002F\u002Forcid.org\u002F0009-0004-1401-2405",{"tldr":163,"method":164,"finding":165,"direction":66,"opportunity":166},"比较印度旁遮普省稻麦与玉米麦轮作的经济环境权衡，评估玉米麦作为替代的可持续性。","多阶段抽样调查，碳足迹、水足迹、碳效率、生态效率及经济指标测算。","玉米麦环境更优但净收益更低；小中型农场生态效率最高，秸秆焚烧是稻麦主要排放源。","可研究不同农场规模下碳定价与精准农业对玉米麦替代稻麦的经济环境协同优化路径。","2026-09-19T23:31:08.112424Z",{"id":169,"title":170,"url":171,"summary":172,"summary_zh":9,"content":9,"source_name":173,"source_url":171,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":85,"score_detail":174,"sources":178,"tags":180,"search_phrases":183,"slug":186,"view_count":36,"doi":187,"paper":188,"created_at":197},2936,"Green Climate Smart Agriculture For Sustainable Farming","https:\u002F\u002Fdoi.org\u002F10.13140\u002Frg.2.2.25577.45920","Green Climate Smart Agriculture For Sustainable Farming。OpenAlex","OpenAlex",{"impact":175,"substance":176,"depth":176,"authority":175,"freshness":21,"relevant":22,"comment":177},3,2,"仅有标题与来源、无摘要实质内容，属空壳条目，不具备进入每日精选的信息增量。",[179],{"name":173,"url":171},[181,27,182],"农业信息化","气候智慧农业",[184,185],"气候智慧农业 农业信息化 可持续农业","气候智慧农业 农业信息化","气候智慧农业农业信息化可持续农业-2936","10.13140\u002Frg.2.2.25577.45920",{"doi":187,"openalex_id":189,"authors":190,"venue":9,"cited_by_count":36,"oa_url":171,"card":9,"direction":68,"ingested_from":69},"W7213594129",[191,193,195],{"name":192,"orcid":9},"Abdussamad Saleh Saad",{"name":194,"orcid":9},"Mudassir Saad Ubale",{"name":196,"orcid":9},"Musa Muhammad Yusuf","2026-09-19T23:30:12.029309Z",{"id":199,"title":200,"url":201,"summary":202,"summary_zh":203,"content":9,"source_name":204,"source_url":201,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":205,"score_detail":206,"sources":209,"tags":211,"search_phrases":216,"slug":219,"view_count":36,"doi":220,"paper":221,"created_at":238},2928,"Biochar 2.0 in Climate-Smart Agriculture: A Critical Review of Designer Biochars, Soil Microbiome Responses, Nutrient-Use Efficiency and Greenhouse-Gas Mitigation","https:\u002F\u002Fdoi.org\u002F10.9734\u002Fajsspn\u002F2026\u002Fv12i4764","Biochar has moved from a broadly promoted soil amendment to a material that is deliberately engineered for defined agronomic and climatic functions. This transition, described here as a shift towards designer biochars, raises questions that the earlier literature was not designed to answer: whether tailoring feedstock, pyrolysis conditions and post-synthesis modification produces reproducible gains in nutrient-use efficiency, whether the accompanying soil microbiome changes are functionally meaningful or largely descriptive, and whether greenhouse-gas benefits observed in short experiments persist under field management and withstand carbon-accounting scrutiny. This critical narrative review examines the evidence linking biochar properties to soil microbial responses, nutrient retention and transformation, and the mitigation of nitrous oxide, methane and carbon dioxide in agricultural soils. Literature was identified through structured searching of open scholarly indexes, agricultural and intergovernmental repositories, and citation tracking, with every retained source verified against an authoritative bibliographic record. The synthesis indicates that the strongest and most reproducible effects are pedoclimatic rather than material-specific: responses concentrate in acidic, coarse-textured, nutrient-depleted and tropical soils, whereas temperate fertile systems frequently show negligible agronomic gain. Microbiome studies consistently report compositional turnover with little change in alpha diversity, and the functional interpretation of these shifts rests heavily on marker-gene abundance rather than demonstrated process rates. Nitrous oxide suppression is well supported in aggregate but varies by a factor of five across syntheses, and recent field work shows that freshly applied high-rate biochar can increase emissions. Methane outcomes in flooded systems depend on water management and application history. Carbon permanence remains contested because the principal proxies used for crediting are informative about carbonisation rather than about in-soil residence under field weathering. Confidence is highest for liming, cation retention and short-term nitrogen conservation, and lowest for long-term net climate benefit at landscape scale. Priorities include multi-year factorial field trials that pair engineered materials with process-level measurement, standardised reporting of biochar properties, and accounting frameworks calibrated on weathered rather than freshly produced material.","生物炭已从一种被广泛推广的土壤改良剂，转变为一种为特定农艺和气候功能而刻意设计的材料。这一转变——本文将其描述为向“设计型生物炭”的转向——提出了早期文献未曾设计回答的问题：定制原料、热解条件和合成后修饰是否能在养分利用效率上产生可重复的增益；伴随而来的土壤微生物组变化在功能上是否有意义，还是主要停留在描述层面；以及在短期实验中观察到的温室气体效益能否在田间管理下持续存在，并经受住碳核算的审视。这篇批判性叙述综述考察了将生物炭性质与土壤微生物响应、养分保持与转化，以及农业土壤中氧化亚氮、甲烷和二氧化碳减排联系起来的证据。文献通过结构化检索开放学术索引、农业和政府间知识库以及引文追踪来识别，所有保留的来源均对照权威书目记录进行了核实。综合结果表明，最强且最可重复的效应是土壤气候性的，而非材料特异性的：响应集中于酸性、粗质地、养分贫瘠和热带土壤，而温带肥沃系统往往显示可忽略的农艺增益。微生物组研究一致报告组成上的更替而α多样性变化甚微，且对这些变化的功能解读在很大程度上依赖于标记基因丰度，而非已证实的过程速率。氧化亚氮抑制在总体上得到较好支持，但不同综合研究之间相差可达五倍，且近期田间工作表明，新施用的高用量生物炭可能增加排放。淹水系统中的甲烷结果取决于水分管理和施用历史。碳永久性仍存争议，因为用于信用核算的主要替代指标所反映的是碳化程度，而非田间风化条件下的土壤内驻留时间。置信度最高的是石灰效应、阳离子保持和短期氮素保全，最低的是景观尺度上的长期净气候效益。优先事项包括：将工程化材料与过程水平测量相结合的多年度析因田间试验、生物炭性质的标准化报告，以及基于风化而非","Asian Journal of Soil Science and Plant Nutrition",80,{"impact":85,"substance":139,"depth":207,"authority":20,"freshness":21,"relevant":22,"comment":208},19,"系统评述设计型生物炭在土壤微生物、养分效率与温室气体减排上的证据强度与不确定性，学术增量扎实，对农业绿色低碳与土壤健康方向有参考价值。",[210],{"name":204,"url":201},[212,28,182,213,214,215],"生物炭","土壤微生物","温室气体减排","养分利用效率",[217,218],"生物炭 温室气体 减排","养分利用效率 气候智慧农业 温室气体减排 土壤微生物","生物炭温室气体减排-2928","10.9734\u002Fajsspn\u002F2026\u002Fv12i4764",{"doi":220,"openalex_id":222,"authors":223,"venue":204,"cited_by_count":36,"oa_url":201,"card":233,"direction":68,"ingested_from":69},"W7213554252",[224,226,229,231],{"name":225,"orcid":9},"K. G. Rosin",{"name":227,"orcid":228},"Aditya V Machnoor","https:\u002F\u002Forcid.org\u002F0009-0001-5777-9188",{"name":230,"orcid":9},"Rakesh Kokatnoor",{"name":232,"orcid":9},"Arun S. Kalasad",{"tldr":234,"method":235,"finding":236,"direction":66,"opportunity":237},"综述设计型生物炭在气候智慧农业中的效果，指出其农艺与减排效益高度依赖土壤气候条件。","结构化文献检索与引文追踪，整合生物炭性质、土壤微生物、养分与温室气体证据。","最强效应集中于酸性贫瘠热带土壤，温带肥沃土壤增益有限；氧化亚氮抑制变异大，碳持久性存疑。","需多年多因子田间试验，结合过程速率测量与风化态碳核算，验证设计型生物炭的长期净气候效益。","2026-09-19T23:30:11.160909Z",{"id":240,"title":241,"url":242,"summary":243,"summary_zh":9,"content":9,"source_name":244,"source_url":9,"published_at":245,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":136,"score_detail":246,"sources":248,"tags":250,"search_phrases":255,"slug":258,"view_count":36,"doi":9,"paper":259,"created_at":268},2902,"TSAFI-DT:可持续性感知花生产量预测数字孪生框架,登MDPI AI 7(9)364","https:\u002F\u002Fwww.mdpi.com\u002F2673-2688\u002F7\u002F9\u002F364","本研究提出TSAFI-DT可回顾验证的、数据驱动的Digital Twin原型,集成时空数据重建、可持续状态表征、分层产量预测、反事实分析与情景模拟。基于1997-2023年印度地区级花生数据,采用贝叶斯优化的XGBoost模型进行一步前瞻产量预测,RMSE=0.171 t\u002Fha,显著优于基线;结合固定效应与合成控制分析,eRAI扩展再生农业指数整合作物多样性、生产力稳定性、土地利用效率和产量趋势,预测产量在可持续性扰动下可提升12.4%。","MDPI AI","2026-09-14T00:00:00Z",{"impact":85,"substance":139,"depth":207,"authority":20,"freshness":72,"relevant":22,"comment":247},"方法新颖、数据规模扎实的农业数字孪生研究，对智慧农业与产量预测领域有参考价值，但属细分学术进展，非产业级事件。",[249],{"name":244,"url":242},[251,252,253,27,254],"智慧农业","农业人工智能","数字孪生","花生产量预测",[256,257],"TSAFI-DT 花生 数字孪生","印度 花生 产量预测","TSAFI-DT花生数字孪生-2902",{"doi":9,"openalex_id":9,"authors":260,"venue":9,"cited_by_count":36,"oa_url":9,"card":261,"direction":265,"ingested_from":267},[],{"tldr":262,"method":263,"finding":264,"direction":265,"opportunity":266},"提出可持续性感知数字孪生框架TSAFI-DT，用于印度花生产量预测与情景模拟。","基于1997-2023年印度地区级数据，用贝叶斯优化XGBoost和合成控制分析","XGBoost预测RMSE为0.171 t\u002Fha，可持续性扰动下产量可提升12.4%。","农业人工智能与决策模型","可探索将数字孪生与实时物联网数据结合，实现动态可持续性评估与决策支持。","agent","2026-09-19T00:06:08.754978Z",{"id":270,"title":271,"url":272,"summary":273,"summary_zh":274,"content":9,"source_name":275,"source_url":272,"published_at":276,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":277,"score_detail":278,"sources":280,"tags":282,"search_phrases":287,"slug":290,"view_count":36,"doi":291,"paper":292,"created_at":315},2785,"Remote Sensing-Based Assessment of Interannual Change of the Ecological Sustainability of Agricultural Landscapes in Northern Benin","https:\u002F\u002Fdoi.org\u002F10.3390\u002Fsu18189542","Assessing ecological sustainability in agricultural landscapes requires approaches that integrate land-cover change, its ecological effects, and their spatial determinants. This study analysed changes between 2023 and 2024 across six agricultural landscapes in northern Benin using the Landscape Ecological Sustainability Index (LESI), calculated for 1 km2 landscape cells from Human Disturbance Coefficients (HDCs) assigned to satellite-derived land-cover classes. Interannual changes were assessed using ΔLESI, the Wilcoxon signed-rank test, Global Moran’s I, and the Local Indicators of Spatial Association (LISA). The contribution of land-cover transitions to HDC change was quantified and a Monte Carlo sensitivity analysis based on classification accuracy was additionally used to assess the robustness of the observed interannual changes to classification uncertainty, and complementary univariate and bivariate regression models examined the relationships between LESI variations and 11 biophysical and geographical variables, including their pairwise interactions. The interannual comparison between 2023 and 2024 showed a decrease in ecological sustainability in four sites, a slight increase in one, and relative stability in another. Significant spatial autocorrelation was detected in all sites (Moran’s I = 0.44–0.65; p \u003C 0.001). Some spatially limited transitions exerted important effects on HDC change. Sensitivity analysis confirmed that the direction of ΔHDC was robust to classification uncertainty in five of the six landscapes. The low explanatory power of the univariate models (R2 ≤ 0.081) indicates that no single variable independently explains the observed changes. The bivariate interaction analyses further showed that some associations were context-dependent, although their explanatory power remained limited, with the best-performing model accounting for only 10.9% of the variation in ΔLESI. This integrated framework provides a reproducible approach for assessing, mapping, and prioritising interannual change of ecological sustainability from remote sensing data to support evidence-based agricultural landscape planning and sustainable land management.","评估农业景观的生态可持续性，需要整合土地覆盖变化、其生态效应及其空间决定因素的方法。本研究利用景观生态可持续性指数（Landscape Ecological Sustainability Index, LESI），分析了贝宁北部六个农业景观在2023年至2024年间的变化。该指数基于分配给卫星衍生土地覆盖类别的人类干扰系数（Human Disturbance Coefficients, HDCs），以1 km²景观单元为尺度进行计算。年际变化通过ΔLESI、Wilcoxon符号秩检验、全局Moran's I和局部空间关联指标（Local Indicators of Spatial Association, LISA）进行评估。研究量化了土地覆盖转变对HDC变化的贡献，并额外采用基于分类精度的蒙特卡洛敏感性分析，以评估观测到的年际变化对分类不确定性的稳健性；同时，通过互补的单变量和双变量回归模型，检验了LESI变化与11个生物物理和地理变量之间的关系，包括其两两交互作用。2023年至2024年的年际比较显示，四个样点的生态可持续性下降，一个样点略有上升，另一个样点则相对稳定。所有样点均检测到显著的空间自相关（Moran's I = 0.44–0.65；p \u003C 0.001）。一些空间范围有限的转变对HDC变化产生了重要影响。敏感性分析证实，在六个景观中的五个，ΔHDC的方向对分类不确定性具有稳健性。单变量模型的解释力较低（R² ≤ 0.081），表明没有单一变量能独立解释观测到的变化。双变量交互分析进一步表明，一些关联具有情境依赖性，尽管其解释力仍然有限，表现最佳的模型仅解释了ΔLESI变异的10.9%。这一整合框架提供了一种可重复的方法，用于从遥感数据评估、制图和优先排序生态可持续性的年际变化，以支持基于证据的农业景观规划和可持续土地管理。","Sustainability","2026-09-17T00:00:00Z",67,{"impact":21,"substance":18,"depth":19,"authority":20,"freshness":140,"relevant":22,"comment":279},"方法体系完整、结论稳健的遥感评估研究，但聚焦西非贝宁地方尺度，对国内三农实践的直接参考价值有限。",[281],{"name":275,"url":272},[27,283,284,285,286],"农业生态","遥感监测","土地利用","贝宁",[288,289],"可持续农业 农业生态 土地利用 遥感监测","可持续农业 农业生态","可持续农业农业生态土地利用遥感监测-2785","10.3390\u002Fsu18189542",{"doi":291,"openalex_id":293,"authors":294,"venue":275,"cited_by_count":36,"oa_url":272,"card":309,"direction":313,"ingested_from":69},"W7213443483",[295,298,301,303,306],{"name":296,"orcid":297},"Mikhaïl Jean De Dieu Dotou Padonou","https:\u002F\u002Forcid.org\u002F0009-0006-8295-4984",{"name":299,"orcid":300},"Antoine Denis","https:\u002F\u002Forcid.org\u002F0000-0002-3245-7131",{"name":302,"orcid":9},"Yvon-Carmen Hountondji",{"name":304,"orcid":305},"Bernard Tychon","https:\u002F\u002Forcid.org\u002F0000-0002-9367-7306",{"name":307,"orcid":308},"Gérard Nounagnon Gouwakinnou","https:\u002F\u002Forcid.org\u002F0000-0002-3595-9831",{"tldr":310,"method":311,"finding":312,"direction":313,"opportunity":314},"基于遥感与景观生态可持续性指数评估贝宁北部农业景观2023-2024年际生态可持续性变化。","用LISI指数、ΔLESI、空间自相关、蒙特卡洛敏感性分析及回归模型分析土地覆盖","四个景观生态可持续性下降，空间自相关显著，但单变量与双变量模型解释力均很低。","农业遥感与作物表型","可引入时序遥感与机器学习，探究多尺度驱动因子交互对农业景观可持续性年际变化的非线性影响。","2026-09-17T23:30:34.344705Z"]