[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-4468":3,"related-4468":65},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":8,"published_at":11,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":24,"tags":26,"primary_topic":32,"secondary_topics":38,"classification":39,"search_phrases":59,"slug":62,"view_count":63,"doi":8,"paper":8,"created_at":64},4468,"河北农科院棉花研究所冯国艺团队扎根新疆盐碱棉田 改良技术使耕层盐分降低11.5%","https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592804.html","国家棉麻产业技术体系土壤障碍消减与地力提升岗位团队（依托单位河北省农林科学院棉花研究所）在新疆库尔勒市举办南疆盐碱棉田改良及微生物菌剂应用技术观摩培训会；专家检测结果表明技术示范田耕层盐分降低11.5%、水稳性团聚体比例由16.2%增至16.9%、有机质含量由1.79g\u002Fkg增至1.86g\u002Fkg、土壤质量显著提升，收获株数提升14.2%、亩增产籽棉33.8公斤、增幅为8.2%。",null,"![Image 3](https:\u002F\u002Fstatics.kjrb.com.cn\u002Fresource\u002Fkjw\u002Findex\u002Fimages\u002Fshare_logo.jpg)\n\n[![Image 4](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*   [访谈](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Ffangtan\u002Fnode_441.html)\n*   [视频](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fspxw\u002Fnode_701.html)\n*   [国际](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgjxw\u002Fnode_381.html)\n*   [地方](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fdfxw\u002Fnode_368.html)\n*   [专题](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fztxw\u002Fnode_335.html)\n*   [English](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002FEnglish\u002Findex.html)\n*   [滚动](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fnode_324.html)\n\n[![Image 5](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\u002F08\u002Fcontent_592804.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# 国家棉麻产业技术体系岗位团队扎根服务新疆盐碱棉田\n\n 2026-10-08 20:59:26 来源: 科技日报 点击数：\n\n![Image 6](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，国家棉麻产业技术体系土壤障碍消减与地力提升岗位团队（依托单位为河北省农林科学院棉花研究所）在新疆巴音郭楞蒙古自治州库尔勒市包头湖农场棉锦洋棉花农民专业合作社举办南疆盐碱棉田改良及微生物菌剂应用技术观摩培训会。\n\n![Image 7](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592804_9a72c3eb-7be7-4438-ae22-e891aacc073acopy.jpg)\n\n来自中国农业大学、华南农业大学、河北农业大学、巴音郭楞蒙古自治州农业科学研究院（以下简称巴州农科院）、库尔勒市农业技术推广中心、河北省农林科学院植物保护研究所等单位以及新疆国欣种业有限公司等巴州相关涉棉企业、种植大户50多人参加。\n\n观摩期间，专家现场检测技术示范效果。专家检测结果表明，技术示范田耕层盐分降低11.5%，水稳性团聚体比例由16.2%增至16.9%，有机质含量由1.79g\u002Fkg增至1.86g\u002Fkg，土壤质量显著提升；收获株数提升14.2%，亩增产籽棉33.8公斤，增幅为8.2%。\n\n国家棉麻产业技术体系土壤障碍消减与地力提升岗位科学家、河北省农林科学院棉花研究所冯国艺研究员介绍，团队自2021年开始扎根新疆棉区，聚焦内陆盐碱程度高、盐分表聚剧烈等问题，将滨海盐碱区成熟的盐碱地改良技术引进新疆盐碱棉区。结合当地灌溉制度和棉花生育期需水规律，团队仿真模拟优化灌排方案，重点开展水盐双控分级改良。同时，引入微生物菌剂等生物改良措施，促进土壤团聚体形成和有机质提升，逐步形成适配新疆环湖和沿河棉区的综合技术模式。在推广过程中，团队与巴州农科院、库尔勒市农业技术推广中心等单位协作，依托合作社、种植大户和涉棉企业开展示范展示，把技术落到具体田块，以看得见的效果带动周边棉农应用。\n\n（国家棉麻产业技术体系岗位团队供图）\n\n责任编辑：陈可轩\n\n相关稿件：\n\n![Image 8](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 9](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 文旅市场表现亮眼](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592769.html)\n\n[![Image 10](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F09\u002F592886_595d088b-e5a8-433a-97d7-c07fea41b336_1279x8543134358copy.jpeg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592886.html)\n\n[山东农业大学：锚定国家需求 助力强农兴农](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592886.html)\n\n[![Image 11](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F09\u002F592885_0dc0afc0-04f8-47b9-ae9a-849af874553bcopy.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592885.html)\n\n[真实世界队列研究显示——孕妇接种流感疫苗或有额外获益](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592885.html)\n\n[![Image 12](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F09\u002F592883_2069e439-d129-44a0-9882-8acc303cfd56copy.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592883.html)\n\n[“华龙一号”批量化建设再落关键子](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F09\u002Fcontent_592883.html)\n\n[封面新闻](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Ffmxw\u002Fnode_334.html)\n\n*   [![Image 13](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2024-09\u002F10\u002F227211_t0_0X0X532X399_f37403ac-57e6-47f7-91e3-ba6e5e28a64d.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-09\u002F10\u002Fcontent_227211.html) \n[封面新闻丨第40个教师节，致敬这些良师益友](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-09\u002F10\u002Fcontent_227211.html)\n\n*   [![Image 14](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2024-09\u002F09\u002F226617_t0_0X3X515X389_c0de85fe-9e16-4131-98ff-9f011359aeb7.png)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-09\u002F09\u002Fcontent_226617.html) \n[亮点纷呈 氛围感拉满！2024年国家网络安全宣传周开启](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-09\u002F09\u002Fcontent_226617.html)\n\n*   [![Image 15](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2024-08\u002F29\u002F221287_t0_35X3X554X392_6088faa3-97fd-4574-bd90-3340514ec6c0.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-08\u002F29\u002Fcontent_221287.html) \n[封面新闻丨共赴十年之约 2024数博会引领数字经济发展新潮流](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-08\u002F29\u002Fcontent_221287.html)\n\n*   [![Image 16](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2024-08\u002F15\u002F214881_t1_11X0X583X322_f39b4a42-0f79-4c79-937c-02aa2572567c.JPG)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-08\u002F15\u002Fcontent_214881.html) \n[全国生态日丨我国生态环境和质量持续改善](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2024-08\u002F15\u002Fcontent_214881.html)\n\n[精彩视频](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fspxw\u002Fnode_701.html)\n\n*   [![Image 17](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592773_t1_3X0X595X333_fda73f93-dd98-41b4-a7a4-d2f467b8d667.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592773.html) \n[国庆不打烊！大国重器集中上新](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592773.html)\n\n*   [![Image 18](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592684_96cf7dd5-0977-41d0-a8bb-52cc791eefae.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592684.html) \n[科普一下丨为何要到南极冰层下捕捉“幽灵粒子”？](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592684.html)\n\n*   [![Image 19](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592573_t1_3X137X247X274_387f47c6-a698-40cb-9353-350f9a399200.jpg)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592573.html) \n[重大突破！我国科学家率先实现核光钟运行](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592573.html)\n\n*   [![Image 20](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002Fpic\u002F2026-10\u002F08\u002F592549_t1_0X0X599X337_710d1544-bdd1-438e-b09b-6fe05f86faf7.png)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592549.html) \n[生命为什么只“选”一种手？答案藏在今年的诺奖里](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592549.html)\n\n[专题报道](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fztxw\u002Fnode_335.html)\n\n*   [科技新观察](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2025-06\u002F05\u002Fcontent_350698.html)\n*   [创新故事](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fzhuantiji\u002Fztcxgs.html)\n*   [科普一下](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fzhuantiji\u002Fztkpyx.html)\n*   [庆祝中国共产党成立105周年](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-06\u002F12\u002Fcontent_531282.html)\n\n![Image 21](https:\u002F\u002Fwww.stdaily.com\u002Fresource\u002FtemplateRes\u002F\u002F202403\u002F03\u002F228\u002Fimages\u002Fcode_img.png)\n\n### 友情链接\n\n*   [中国政府网](https:\u002F\u002Fwww.gov.cn\u002F)\n*   [国家发展和改革委员会](http:\u002F\u002Fwww.ndrc.gov.cn\u002F)\n*   [教育部](http:\u002F\u002Fwww.moe.gov.cn\u002F)\n*   [科学技术部](http:\u002F\u002Fwww.most.gov.cn\u002Findex.html)\n*   [工业和信息化部](https:\u002F\u002Fwww.miit.gov.cn\u002F)\n*   [公安部](https:\u002F\u002Fwww.mps.gov.cn\u002F)\n*   [民政部](http:\u002F\u002Fwww.mca.gov.cn\u002F)\n*   [司法部](http:\u002F\u002Fwww.moj.gov.cn\u002F)\n*   [自然资源部](http:\u002F\u002Fwww.mnr.gov.cn\u002F)\n*   [生态环境部](https:\u002F\u002Fwww.mee.gov.cn\u002F)\n*   [住房和城乡建设部](https:\u002F\u002Fwww.mohurd.gov.cn\u002F)\n*   [交通运输部](https:\u002F\u002Fwww.mot.gov.cn\u002F)\n*   [水利部](http:\u002F\u002Fwww.mwr.gov.cn\u002F)\n*   [农业农村部](http:\u002F\u002Fwww.moa.gov.cn\u002F)\n*   [国家卫生健康委员会](http:\u002F\u002Fwww.nhc.gov.cn\u002F)\n*   [国家市场监督管理总局](https:\u002F\u002Fwww.samr.gov.cn\u002F)\n*   [国家广播电视总局](http:\u002F\u002Fwww.nrta.gov.cn\u002F)\n*   [国家体育总局](https:\u002F\u002Fwww.sport.gov.cn\u002F)\n*   [国家互联网信息办公室](http:\u002F\u002Fwww.cac.gov.cn\u002F)\n*   [国务院新闻办公室](http:\u002F\u002Fwww.scio.gov.cn\u002Findex.htm)\n*   [中国科学院](https:\u002F\u002Fwww.cas.cn\u002F)\n*   [中国社会科学院](http:\u002F\u002Fwww.cass.cn\u002F)\n*   [中国工程院](https:\u002F\u002Fwww.cae.cn\u002F)\n*   [国家文物局](http:\u002F\u002Fwww.ncha.gov.cn\u002F)\n*   [国家知识产权局](https:\u002F\u002Fwww.cnipa.gov.cn\u002F)\n*   [人民网](http:\u002F\u002Fwww.people.com.cn\u002F)\n*   [新华网](http:\u002F\u002Fwww.news.cn\u002F)\n*   [中国网](http:\u002F\u002Fwww.china.com.cn\u002F)\n*   [国际在线](http:\u002F\u002Fwww.cri.cn\u002F)\n*   [中国日报网](https:\u002F\u002Fcn.chinadaily.com.cn\u002F)\n*   [央视网](https:\u002F\u002Fwww.cctv.com\u002F)\n*   [中国青年网](https:\u002F\u002Fwww.youth.cn\u002Findex.htm)\n*   [中国经济网](http:\u002F\u002Fwww.ce.cn\u002F)\n*   [中国台湾网](http:\u002F\u002Fwww.taiwan.cn\u002F)\n*   [中国西藏网](http:\u002F\u002Fwww.tibet.cn\u002F)\n*   [央广网](http:\u002F\u002Fwww.cnr.cn\u002F)\n*   [光明网](https:\u002F\u002Fwww.gmw.cn\u002F)\n*   [中国军网](http:\u002F\u002Fwww.81.cn\u002F)\n*   [中国新闻网](https:\u002F\u002Fwww.chinanews.com.cn\u002F)\n*   [人民政协网](http:\u002F\u002Fwww.rmzxb.com.cn\u002Findex.shtml)\n*   [法治网](http:\u002F\u002Fwww.legaldaily.com.cn\u002F)\n\n*   [科技日报社概况](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2019-07\u002F12\u002Fcontent_1790748.html)\n*   [科技日报概况](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2022-01\u002F26\u002Fcontent_1790749.html)\n*   [报社领导](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2017-07\u002F17\u002Fcontent_1790744.html)\n*   [关于中国科技网](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2022-03\u002F12\u002Fcontent_1790745.html)\n*   [联系我们](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2016-09\u002F02\u002Fcontent_1790743.html)\n*   [公示公告](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fnode_10787.html)\n*   [广告刊例](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2025-12\u002F26\u002Fcontent_453856.html)\n*   [科技日报社公开招聘公告](https:\u002F\u002Fwww.stdaily.com\u002Fnode_355.html)\n*   [互联网新闻信息服务许可证](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2022-06\u002F21\u002Fcontent_1790750.html)\n*   [信息网络传播视听节目许可证](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2021-12\u002F10\u002Fcontent_1790742.html)\n*   [举报平台](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2021-09\u002F10\u002Fcontent_1790741.html)\n*   [版权声明](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2017-01\u002F01\u002Fcontent_1790740.html)\n\nCopyright © Science and Technology Daily, All Rights Reserved 科技日报社 中国科技网 版权所有\n*   [京ICP备 06005116 号](https:\u002F\u002Fbeian.miit.gov.cn\u002F)\n*   [违法和不良信息举报电话：010-58884152](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002F2016-12\u002F05\u002Fcontent_1790739.html)\n*   [京公网安备11010802036145号](http:\u002F\u002Fwww.beian.gov.cn\u002Fportal\u002FregisterSystemInfo?recordcode=11010802036145)\n\n[![Image 22](https:\u002F\u002Fwww.stdaily.com\u002Fresource\u002FtemplateRes\u002F\u002F202408\u002F19\u002F345\u002Fimages\u002Fclose.png)](https:\u002F\u002Fwww.stdaily.com\u002Fweb\u002Fgdxw\u002F2026-10\u002F08\u002Fcontent_592804.html)\n\n#### 抱歉，您使用的浏览器版本过低或开启了浏览器兼容模式，这会影响您正常浏览本网页\n\n### 您可以进行以下操作:\n\n## 1.将浏览器切换回极速模式\n\n![Image 23](https:\u002F\u002Fwww.stdaily.com\u002Fresource\u002FtemplateRes\u002F\u002F202408\u002F19\u002F345\u002Fimages\u002F360tip.png)\n\n## 2.点击下面图标升级或更换您的浏览器\n\n[![Image 24](https:\u002F\u002Fwww.stdaily.com\u002Fresource\u002FtemplateRes\u002F\u002F202408\u002F19\u002F345\u002Fimages\u002Ffirefox.jpg)](http:\u002F\u002Fwww.firefox.com.cn\u002Fdownload\u002F)[![Image 25](https:\u002F\u002Fwww.stdaily.com\u002Fresource\u002FtemplateRes\u002F\u002F202408\u002F19\u002F345\u002Fimages\u002Fchrome.jpg)](http:\u002F\u002Fwww.chromeliulanqi.com\u002F)\n\n## 3.暂不升级，继续浏览\n\n[继续浏览](javascript:;)","科技日报 2026-10-08","2026-10-08T00:00:00Z","报道",10,false,79,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},18,22,16,14,9,1,"国家棉麻体系岗位团队在新疆盐碱棉田的改良技术有具体检测数据支撑，信息增量足、时效性强，值得进入每日精选。",[25],{"name":10,"url":6},[27,28,29,30,31],"土壤健康","盐碱地改良","棉花种植","微生物菌剂","新疆棉区",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},"A6","cash-crops","棉麻糖与特色经作","\u002Ftopic\u002Ffield-crops\u002Fcash-crops","A",[],{"status":40,"locked":14,"version":41,"method":42,"evidence":43},"classified","2026-10-22.2","rules",{"candidates":44,"agricultural_evidence":47},[45,52],{"code":33,"score":46,"supported":47,"title":48,"abstract":50,"tags":51},12,true,[49],"棉花",[49],[29],{"code":53,"score":54,"supported":47,"title":55,"abstract":56,"tags":58},"H2",5,[],[57],"土壤",[27,28],[60,61],"河北农科院 棉花所 盐碱棉田","冯国艺 微生物菌剂 新疆","河北农科院棉花所盐碱棉田-4468",0,"2026-10-09T00:04:56.805549Z",{"total":66,"page":22,"page_size":66,"items":67},6,[68,112,168,229,277,325],{"id":69,"title":70,"url":71,"summary":72,"summary_zh":8,"content":8,"source_name":73,"source_url":8,"published_at":74,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":75,"score_detail":76,"sources":80,"tags":82,"primary_topic":87,"secondary_topics":88,"classification":89,"search_phrases":107,"slug":110,"view_count":93,"doi":8,"paper":8,"created_at":111},3695,"昌吉州：一部手机管万亩良田 数智兴农激活产业升级新动能","https:\u002F\u002Fopen.btzx.com.cn\u002Fopen\u002Farticle\u002Farticle.html?id=ARTI1790222529767861","昌吉回族自治州作为自治区智慧农业综合改革试点，依托2+N场景体系推进智慧农业。一部手机管万亩良田模式推广面积超112万亩，亩均节水30立方米、节肥15%以上、节本增收350元。玛纳斯县建成70万亩数字化农田，棉花数字种植水平领跑全疆。","新疆兵团广播电视台","2026-09-25T00:00:00Z",75,{"impact":18,"substance":77,"depth":19,"authority":21,"freshness":78,"relevant":22,"comment":79},21,7,"自治区智慧农业试点进展，含112万亩推广面积与节水节肥增收等硬数据，产业参考价值较高。",[81],{"name":73,"url":71},[83,84,29,85,86],"智慧农业","新疆昌吉","数字农田","节水节肥",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":90},{"candidates":91,"agricultural_evidence":47},[92,97,102],{"code":33,"score":93,"supported":47,"title":94,"abstract":95,"tags":96},4,[],[49],[29],{"code":98,"score":93,"supported":47,"title":99,"abstract":100,"tags":101},"I1",[],[83],[83],{"code":103,"score":22,"supported":14,"title":104,"abstract":105,"tags":106},"H1",[],[],[85],[108,109],"昌吉州 智慧农业 万亩良田","玛纳斯县 数字农田 棉花","昌吉州智慧农业万亩良田-3695","2026-09-29T00:08:18.969197Z",{"id":113,"title":114,"url":115,"summary":116,"summary_zh":117,"content":8,"source_name":118,"source_url":115,"published_at":119,"category":120,"cover_url":8,"hotness":13,"is_selected":14,"score":121,"score_detail":122,"sources":125,"tags":127,"primary_topic":132,"secondary_topics":133,"classification":134,"search_phrases":149,"slug":152,"view_count":22,"doi":153,"paper":154,"created_at":167},1773,"The Cotton Line: Testing the Institutional Persistence of an Erased Colonial Land-Tenure Boundary Across Vidarbha's Agrarian and Vegetation Geography","https:\u002F\u002Fdoi.org\u002F10.31223\u002Fx51b86","Are there 150-year-old institutional legacies measurable in the 21st century as a spatial signature, in patterns of vegetation phenology (cotton signatures), agrarian labor structure, land use and land surface temperature? That is the core question this paper addresses and the design is not a 'before'-'after', it's a 'spatial discontinuity' test to see if there is still a measurable gap across an administrative line following a historical change. It was in 1853 when the British stormed the Berar region, consisting of the districts Amravati, Akola, Buldhana, Washim, and Yavatmal, and implemented a new land-tenure system in the region known as the \"Ryotwari\" system. The American Civil War brought an end to the export of cotton from America to Lancashire, and Lancashire pressured Berar to fill that gap, which led to Berar becoming a producer of cotton on a monoculture basis. The six districts in the East of Berar (Nagpur, Wardha, Chandrapur, Bhandara, Gondia and Gadchiroli), the heart of the Central Provinces, were administered on a somewhat different system of settlement which was known as \"Malguzari.\" The administrative boundary was officially renamed and discontinued in 1956, but it still corresponds, as would be the case today, to the current administrative division between Amravati Division and Nagpur Division. Two annual seasons of kharif-rabi NDVI reducing indicate a similar signature. The negative difference for Berar was 0.325 in its performance as compared with 0.255 of Central Provinces in year one, showing difference of 0.070 points across 68 talukas in Berar. Back in Year two, which was a new set of scenes, the picture was virtually the same: Berar scored 0.316 and Central Provinces 0.241, a difference of 0.075. I wasn't convinced by that repetition over a single unusual year, but by the repetition over two independent cycles. Before constructing the boundary was possible, it had to be built – a 384.7 km new line formed by joining 120 talukas in their two historical segregations and separating them by extracting the common frontier between the two – but only after double-checking that it did not assume that the frontier aligned with the old boundary because they shared geographical characteristics, but made sure also that it matched the documented old boundary from 1903–56. The headline null result was the failure to detect any significant level slope, collapse or shift along the historical trend line at any scale (immediate-boundary corridor of 32 talukas, or the extended scene footprint of 66-68 talukas) in the spatial-discontinuity regression (outcome ~ side + signed_dist_km + side×signed_dist_km + rainfall + elevation) of each of the outcomes. At the full footprint level, what the regression did reveal was a significant side×distance interaction for both EO outcomes (NDVI's decline: p = 0.0348; Land-Surface Temperature: p = 0.0105) — meaning the two sides follow different trends moving away from the old boundary, even without a sharp drop at it. The agricultural-laborer-to-cultivator ratio exhibited a similar slope difference at the corridor scale (p = 0.0361), with a similar direction for all 32 leave-one-out jackknife runs, but despite all this the slope difference at the full-footprint scale is offset by a level jump (p = 0.014) — not a contradiction to the underlying story but simply because the territory on the two sides of the corridor is lopsided within the satellite scene. Both these findings together imply no abrupt change of institution at the old Berar\u002FCentral Provinces border, but a rather subtle phenomenon: a strengthening gradient of the institution with increasing distance from the border. To reinforce the overall NDVI signal, a field-ground-truth effort was carried out against separate field-monitoring for the same field boundaries at Karanja Ghadge and Sawardoh villages of Wardha district, covering 7 boundary tests.","150年历史的制度遗产，在21世纪是否还能以空间印记的形式，在植被物候模式（棉花特征）、农业劳动力结构、土地利用和地表温度中得以衡量？这是本文探讨的核心问题。研究设计并非“前后”对比，而是“空间不连续性”检验，旨在考察在历史变革之后，行政界线两侧是否仍存在可测度的差距。1853年，英国人攻占贝拉尔地区（含阿姆拉瓦蒂、阿科拉、布尔达纳、瓦希姆和亚瓦特马尔等县），并在该地区推行名为“莱特瓦尔制”（Ryotwari）的新土地保有制度。美国内战导致美国棉花对兰开夏郡的出口中断，兰开夏郡施压贝拉尔填补这一缺口，促使贝拉尔成为单一作物制的棉花产区。贝拉尔以东的六个县（那格浦尔、瓦尔达、钱德拉普尔、班达拉、贡迪亚和加德奇罗利）——中央省的核心地带——则实行一种略有不同的定居制度，即“马尔古扎里制”（Malguzari）。该行政边界于1956年正式更名并废止，但其走向与当今阿姆拉瓦蒂专区与那格浦尔专区之间的行政分界仍然对应。两个年度的“卡里夫—拉比”（kharif-rabi）归一化植被指数（NDVI）下降均显示出相似的特征。第一年，贝拉尔的表现负差为0.325，而中央省为0.255，在贝拉尔68个塔卢卡（taluka）之间显示出0.070个百分点的差异。到了第二年——一组全新的影像场景——情况几乎相同：贝拉尔为0.316，中央省为0.241，差异为0.075。令我信服的并非单一异常年份中的这种重复，而是两个独立周期中的重复。在构建边界之前，必须先将其建立起来——一条384.7公里的新界线，由120个塔卢卡按其历史上的两种归属划分连接而成，并通过提取两者之间的共同边界将其分隔——但前提是经过双重核查，确保并未因两者共享地理特征而假定该界线与旧边界重合，同时确认其与1903年至1956年间有文献记载的旧边界相符。最核心的零结果在于：在任何尺度上（紧邻边界的走廊地带），均未能检测到沿历史趋势线存在显著的坡度变化、断裂或位移。","OpenAlex","2026-09-04T00:00:00Z","论文",67,{"impact":46,"substance":18,"depth":17,"authority":46,"freshness":123,"relevant":22,"comment":124},3,"论文利用空间断点回归检验150年前土地制度对当代农业与植被的持续影响，方法新颖，数据详实，但时效性较低。",[126],{"name":118,"url":115},[128,129,130,29,131],"农业遥感","NDVI","历史制度","土地制度",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":135},{"candidates":136,"agricultural_evidence":47},[137,143],{"code":33,"score":138,"supported":47,"title":139,"abstract":141,"tags":142},15,[140],"cotton",[49,140],[29],{"code":144,"score":145,"supported":14,"title":146,"abstract":147,"tags":148},"I3",2,[],[],[129,128],[150,151],"农业遥感 历史制度 土地制度 棉花种植","农业遥感 历史制度","农业遥感历史制度土地制度棉花种植-1773","10.31223\u002Fx51b86",{"doi":153,"openalex_id":155,"authors":156,"venue":8,"cited_by_count":63,"oa_url":159,"card":160,"direction":164,"ingested_from":166},"W7208761436",[157],{"name":158,"orcid":8},"Sakshi Maske","https:\u002F\u002Feartharxiv.org\u002Frepository\u002Fobject\u002F14802\u002Fdownload\u002F25742\u002F",{"tldr":161,"method":162,"finding":163,"direction":164,"opportunity":165},"检验1853年英国殖民土地制度边界是否在21世纪仍留下空间印记。","空间断点回归，比较NDVI、土地利用、地表温度等指标。","历史边界两侧存在显著差异，且两年重复验证一致。","农业遥感与作物表型","可探索其他历史制度边界对农业生态的长期影响，结合遥感大数据。","openalex","2026-09-06T23:30:28.937643Z",{"id":169,"title":170,"url":171,"summary":172,"summary_zh":8,"content":8,"source_name":173,"source_url":8,"published_at":174,"category":120,"cover_url":8,"hotness":13,"is_selected":14,"score":175,"score_detail":176,"sources":179,"tags":181,"primary_topic":186,"secondary_topics":187,"classification":194,"search_phrases":216,"slug":219,"view_count":63,"doi":8,"paper":220,"created_at":228},5532,"精准棉花病害管理：融合无人机影像与定制YOLO深度学习框架","https:\u002F\u002Farxiv.org\u002Fabs\u002F2610.24182","研究提出单阶段全卷积检测器Cotton-Vision，融合幽灵瓶颈通道注意力与跨阶段部分融合三项轻量化设计，参数减少20%。在巴基斯坦旁遮普省7个棉田采集的2700余幅高分辨率无人机影像上测试，精确率97.7%、召回率77.7%、mAP@50为85.6%，较主流基线提升10至20个百分点。预印本，仅在巴基斯坦单一区域验证。","arXiv 预印本 2026-10-16","2026-10-16T00:00:00Z",69,{"impact":19,"substance":77,"depth":177,"authority":21,"freshness":66,"relevant":22,"comment":178},17,"方法轻量化与实测数据有增量，但仅单区域预印本验证，属细分技术进展，可入精选备选。",[180],{"name":173,"url":171},[83,182,183,184,185],"农业人工智能","目标检测","无人机遥感","棉花病害",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[188],{"code":189,"slug":190,"name":191,"path":192,"parent_code":193},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",{"status":40,"locked":14,"version":41,"method":42,"evidence":195},{"candidates":196,"agricultural_evidence":47},[197,203,208,212],{"code":189,"score":17,"supported":47,"title":198,"abstract":201,"tags":202},[199,200],"深度学习","YOLO",[],[182,183],{"code":33,"score":204,"supported":47,"title":205,"abstract":206,"tags":207},11,[49],[140],[],{"code":98,"score":22,"supported":14,"title":209,"abstract":210,"tags":211},[],[],[83],{"code":144,"score":22,"supported":14,"title":213,"abstract":214,"tags":215},[],[],[184],[217,218],"Cotton-Vision 棉花病害","无人机影像 棉花 检测","Cotton-Vision棉花病害-5532",{"doi":8,"openalex_id":8,"authors":221,"venue":8,"cited_by_count":63,"oa_url":8,"card":222,"direction":164,"ingested_from":227},[],{"tldr":223,"method":224,"finding":225,"direction":164,"opportunity":226},"提出轻量化检测器Cotton-Vision，用无人机影像精准识别棉花病害。","基于YOLO改进，融合幽灵瓶颈通道注意力与跨阶段部分融合，用2700余幅无人机影","精确率97.7%、mAP@50达85.6%，较主流基线提升10至20个百分点。","仅在巴基斯坦单一区域验证，可扩展至多区域多品种，并探索边缘设备实时部署。","agent","2026-10-22T00:07:09.816790Z",{"id":230,"title":231,"url":232,"summary":233,"summary_zh":8,"content":234,"source_name":235,"source_url":8,"published_at":236,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":237,"score_detail":238,"sources":240,"tags":242,"primary_topic":248,"secondary_topics":249,"classification":250,"search_phrases":272,"slug":275,"view_count":63,"doi":8,"paper":8,"created_at":276},5522,"安徽农科院蚕桑所研讨「十五五」发展规划 审议全国主推技术推荐工作","https:\u002F\u002Fcss.aaas.org.cn\u002F4311487\u002F71576609.html","10月14日蚕桑所召开2026年第六次学术委员会会议，审议2027年度全国农业主导品种主推技术和重大引领性技术暨全省农业主推技术推荐工作，并专题研讨《安徽省农业科学院蚕桑研究所「十五五」发展规划》。委员们围绕家蚕种质资源保护与创制、突破性新品种选育、绿色高效种养技术与蚕桑资源综合利用等方向建言。","为充分发挥学术委员会学术评议和咨询职能，把好高层次人才引进学术关，谋划推进重大科技任务和“十五五”发展等工作，10月14日上午，安徽省农业科学院蚕桑研究所召开2026年第六次学术委员会会议。会议由所学术委员会主任李冰主持，所学术委员会全体委员参加会议。\n\n会议开展了2026年新进博士面试预答辩。新进博士依次围绕个人基本情况、学习和研究经历、代表性成果以及入职后的工作设想作PPT汇报。与会委员结合学科发展需求，从专业基础、科研能力、学科契合度、发展潜力等方面进行提问和评议，并对提出意见建议，为高层次人才引进把好学术关。\n\n会议审议2027年度全国农业主导品种主推技术和重大引领性技术暨全省农业主推技术推荐工作事宜。牵头科室就推荐工作的政策依据、推荐条件、指标分配和前期组织申报情况作说明。委员们立足蚕桑、食药用菌等学科优势，围绕拟推荐品种和技术的先进性、适用性、示范推广基础和产业带动能力进行审议，提出推荐意见，着力遴选优质成果、促进科技成果转化应用。\n\n会议专题研讨《安徽省农业科学院蚕桑研究所“十五五”发展规划》。编制组就规划编制过程、总体思路、主要目标和重点任务作说明。委员们围绕发展定位、指标设置、重点任务和保障措施提出修改建议，重点就家蚕种质资源保护与创制、突破性新品种选育、绿色高效种养技术、蚕桑资源综合利用等方向建言献策。\n\n本次会议议题聚焦、讨论充分，委员们的意见建议务实中肯，体现了学术委员会的专业水准和责任担当。会议强调，学术委员会要持续发挥专家智库作用，做强蚕桑优势学科，拓展特色经济作物研究，强化科技创新与成果服务，为安徽蚕桑和特色农业产业高质量发展提供科技支撑。","安徽省农业科学院蚕桑研究所 2026-10-19","2026-10-19T00:00:00Z",60,{"impact":19,"substance":20,"depth":46,"authority":46,"freshness":66,"relevant":22,"comment":239},"省级科研院所学术委员会会议通稿，涉及蚕桑学科规划与全国主推技术推荐，有行业参考价值但属常规会议动态。",[241],{"name":235,"url":232},[243,244,245,246,247],"十五五规划","成果转化","种质资源","主推技术","蚕桑",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":251},{"candidates":252,"agricultural_evidence":47},[253,257,262,267],{"code":33,"score":204,"supported":47,"title":254,"abstract":255,"tags":256},[247],[247],[],{"code":258,"score":54,"supported":47,"title":259,"abstract":260,"tags":261},"F1",[],[245],[246,245],{"code":263,"score":22,"supported":14,"title":264,"abstract":265,"tags":266},"G1",[],[],[244],{"code":268,"score":22,"supported":14,"title":269,"abstract":270,"tags":271},"J1",[],[],[243],[273,274],"安徽农科院 蚕桑所 十五五规划","蚕桑 主推技术 推荐","安徽农科院蚕桑所十五五规划-5522","2026-10-22T00:07:04.530022Z",{"id":278,"title":279,"url":280,"summary":281,"summary_zh":8,"content":8,"source_name":282,"source_url":8,"published_at":283,"category":12,"cover_url":8,"hotness":13,"is_selected":14,"score":237,"score_detail":284,"sources":286,"tags":288,"primary_topic":294,"secondary_topics":295,"classification":296,"search_phrases":320,"slug":323,"view_count":63,"doi":8,"paper":8,"created_at":324},5350,"中原电气实验室一行赴河南农科院烟草所考察 达成烟草烘烤节能减排合作意向","https:\u002F\u002Fhnagri.org.cn\u002Fycs\u002Farticle-114211.html","10 月 14 日,中原电气实验室能源研究所所长马志豪、电气研究所所长贾霖、顾问梁东杰等一行 5 人莅临河南农科院烟草所开展调研交流,实地参观了密集烤房设施、天敌昆虫繁育车间以及各学科实验室。双方就烟叶烘烤过程中新能源利用、储能技术应用、热能高效利用、纳米技术在农药、肥料研发等关键环节进行了深入探讨,并达成初步合作意向。","河南省农业科学院烟草研究所 2026-10-14","2026-10-14T00:00:00Z",{"impact":19,"substance":20,"depth":46,"authority":46,"freshness":66,"relevant":22,"comment":285},"省级科研机构与实验室的跨领域合作，涉及烟叶烘烤新能源与储能应用，有实质技术方向但尚处意向阶段，时效一般。",[287],{"name":282,"url":280},[289,290,291,292,293],"院企合作","节能减排","烟草烘烤","新能源利用","储能技术",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":297},{"candidates":298,"agricultural_evidence":47},[299,304,310,316],{"code":33,"score":204,"supported":47,"title":300,"abstract":302,"tags":303},[301],"烟草",[301],[],{"code":305,"score":123,"supported":47,"title":306,"abstract":307,"tags":309},"F3",[],[308],"肥料",[],{"code":311,"score":123,"supported":47,"title":312,"abstract":313,"tags":315},"F4",[],[314],"农药",[],{"code":263,"score":22,"supported":14,"title":317,"abstract":318,"tags":319},[],[],[289],[321,322],"中原电气实验室 河南农科院烟草所","烟草烘烤 节能减排","中原电气实验室河南农科院烟草所-5350","2026-10-20T02:47:44.469410Z",{"id":326,"title":327,"url":328,"summary":329,"summary_zh":330,"content":8,"source_name":331,"source_url":328,"published_at":332,"category":120,"cover_url":8,"hotness":13,"is_selected":14,"score":175,"score_detail":333,"sources":336,"tags":338,"primary_topic":341,"secondary_topics":342,"classification":343,"search_phrases":360,"slug":363,"view_count":22,"doi":364,"paper":365,"created_at":381},5234,"A smart agriculture-oriented cross-attention multiscale CNN for sugarcane disease diagnosis","https:\u002F\u002Fdoi.org\u002F10.1080\u002F23080477.2026.2749739","Sugarcane leaf diseases can adversely affect crop health and yield, making timely disease identification important for smart agriculture. Manual inspection of leaf diseases is time-consuming and requires expert knowledge, particularly when large cultivation areas need to be monitored. To tackle this problem, this study proposes a Cross-Attention Multiscale Parallel Convolutional Neural Network for automatic classification of sugarcane leaf diseases. This framework comprises a Parallel Feature Extraction Stem, cross-attention mechanism, Dense Connection Blocks, and Inception Blocks to learn disease features at various spatial scales. The PFES extracts fine and broad disease patterns using parallel convolutional branches, while the cross-attention mechanism refines the extracted features by emphasizing disease-related information. The DCB supports feature propagation and reuse, and the IB further captures multi-scale feature representations. The proposed model was tested on two benchmark datasets of leaf diseases for sugarcane plants. The proposed framework obtained an accuracy (98.79%), precision (98.31%), recall (97.81%), specificity (98.60%), and F1-Score (98.05%). For assessing the classification accuracy and consistency of the framework, the comparative study, ablation studies, and five-fold cross-validation are carried out. The results show that CA-MPCNN provides accurate sugarcane leaf disease classification and can support automated disease diagnosis in smart agriculture applications.","甘蔗叶片病害会对作物健康与产量造成不利影响，因此及时识别病害对智慧农业具有重要意义。人工检查叶片病害耗时且需要专业知识，尤其是在需要监测大面积种植区域时。为解决该问题，本研究提出一种用于甘蔗叶片病害自动分类的交叉注意力多尺度并行卷积神经网络（Cross-Attention Multiscale Parallel Convolutional Neural Network）。该框架由并行特征提取主干（Parallel Feature Extraction Stem）、交叉注意力机制、密集连接块（Dense Connection Blocks）和Inception块组成，用于学习不同空间尺度上的病害特征。PFES通过并行卷积分支提取细粒度与广域病害模式，而交叉注意力机制通过强调病害相关信息对提取的特征进行细化。DCB支持特征传播与复用，IB进一步捕获多尺度特征表示。所提出的模型在两个甘蔗植株叶片病害基准数据集上进行了测试。该框架取得了准确率（98.79%）、精确率（98.31%）、召回率（97.81%）、特异性（98.60%）和F1分数（98.05%）。为评估该框架的分类准确性和一致性，开展了对比研究、消融研究和五折交叉验证。结果表明，CA-MPCNN能够实现准确的甘蔗叶片病害分类，并可支持智慧农业应用中的自动化病害诊断。","Smart Science","2026-10-17T00:00:00Z",{"impact":46,"substance":334,"depth":19,"authority":46,"freshness":21,"relevant":22,"comment":335},20,"该研究提出一种面向甘蔗叶部病害自动分类的交叉注意力多尺度CNN，在两个基准数据集上准确率达98.79%，方法新颖、实验充分，但属于细分作物应用研究，产业影响有限，时效性强，值得进入每日精选。",[337],{"name":331,"url":328},[83,182,339,199,340],"甘蔗","病害诊断",{"code":33,"slug":34,"name":35,"path":36,"parent_code":37},[],{"status":40,"locked":14,"version":41,"method":42,"evidence":344},{"candidates":345,"agricultural_evidence":47},[346,351,356],{"code":33,"score":138,"supported":47,"title":347,"abstract":349,"tags":350},[348],"sugarcane",[339,348],[339],{"code":98,"score":138,"supported":47,"title":352,"abstract":354,"tags":355},[353],"smart agriculture",[83,353],[83],{"code":189,"score":145,"supported":14,"title":357,"abstract":358,"tags":359},[],[],[182,199],[361,362],"甘蔗 叶部病害 智能诊断","CA-MPCNN 甘蔗 病害","甘蔗叶部病害智能诊断-5234","10.1080\u002F23080477.2026.2749739",{"doi":364,"openalex_id":366,"authors":367,"venue":331,"cited_by_count":63,"oa_url":8,"card":374,"direction":380,"ingested_from":166},"W7222832245",[368,370,372],{"name":369,"orcid":8},"Bala Subramanian Chokkalingam",{"name":371,"orcid":8},"Uvarani Meenrajan",{"name":373,"orcid":8},"Shanmugapriya Sankaran",{"tldr":375,"method":376,"finding":377,"direction":378,"opportunity":379},"提出交叉注意力多尺度并行CNN，实现甘蔗叶病自动分类。","并行卷积分支、交叉注意力、密集连接与Inception块，两个基准数据集验证。","模型准确率达98.79%，消融与五折交叉验证证明其有效稳定。","农业人工智能与决策模型","可探索田间复杂背景与轻量化部署，并扩展到多作物病害实时诊断。","智慧农业 \u002F 农业物联网","2026-10-18T23:30:07.777036Z"]