[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2804":3},{"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":23,"tags":25,"view_count":31,"doi":32,"paper":33,"created_at":59},2804,"A Novel Data-Driven Framework for Stubble Burning Detection Using NASA FIRMS and Machine Learning","https:\u002F\u002Fdoi.org\u002F10.1007\u002Fs12524-026-02584-x","A Novel Data-Driven Framework for Stubble Burning Detection Using NASA FIRMS and Machine Learning。Journal of the Indian Society of Remote Sensing","一种基于NASA FIRMS和机器学习的新型数据驱动秸秆焚烧检测框架。《印度遥感学会杂志》",null,"Journal of the Indian Society of Remote Sensing","2026-09-17T00:00:00Z","论文",10,false,76,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":13,"relevant":21,"comment":22},15,20,18,13,1,"该论文提出基于NASA FIRMS卫星数据与机器学习的秸秆焚烧检测新框架，方法新颖、数据规模明确，对农业遥感监测有实质参考价值，但属细分领域学术进展，影响力限于专业圈层。",[24],{"name":10,"url":6},[26,27,28,29,30],"农业人工智能","机器学习","遥感监测","秸秆焚烧","卫星数据",0,"10.1007\u002Fs12524-026-02584-x",{"doi":32,"openalex_id":34,"authors":35,"venue":10,"cited_by_count":31,"oa_url":9,"card":51,"direction":57,"ingested_from":58},"W7213455429",[36,39,41,44,46,49],{"name":37,"orcid":38},"Mohit Dua","https:\u002F\u002Forcid.org\u002F0000-0001-7071-8323",{"name":40,"orcid":9},"Oshin Rastogi",{"name":42,"orcid":43},"Ashish Saini","https:\u002F\u002Forcid.org\u002F0000-0003-3061-2342",{"name":45,"orcid":9},"Raviya",{"name":47,"orcid":48},"Nidhi Chakravarty","https:\u002F\u002Forcid.org\u002F0000-0002-5454-1561",{"name":50,"orcid":9},"Shelza Dua",{"tldr":52,"method":53,"finding":54,"direction":55,"opportunity":56},"提出基于NASA FIRMS与机器学习的数据驱动框架，用于检测秸秆焚烧。","使用NASA FIRMS火点数据结合机器学习分类算法。","该框架能有效识别秸秆焚烧事件，提升检测精度。","农业遥感与作物表型","可结合多源遥感与深度学习，提升小尺度焚烧检测与实时预警能力。","农业人工智能与决策模型","openalex","2026-09-17T23:30:59.313408Z"]