[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2057":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":45},2057,"Federation Cannot Replace Stewardship: Governing the Calibration Chain in Continental-Scale Observation Networks","https:\u002F\u002Fdoi.org\u002F10.1175\u002Fbams-d-26-0091.1","Abstract Federated earth observation systems depend on calibration and validation infrastructure that most governance conversations treat as a technical detail rather than a foundational dependency. This essay argues that documentation and traceability, the technical core of the earth observation community’s own reference-measurement standards, are necessary but not sufficient. No amount of documentation substitutes for a named, accountable person empowered to act on it before a decision is made, and no amount of federation architecture compensates for an anchor point that is not physically grounded, named, and maintained by someone whose reputation is attached to it. The argument draws on operational experience across agricultural and wildland fire remote sensing, airborne collection during disaster response, and large-scale geospatial federation supporting hundreds of thousands of users across dozens of integrated system components. At continental scale, with sovereign and institutional boundaries cutting across shared data products, the calibration and validation work that anchors observation data to physical reality is not overhead. It is the reason these data are worth anything at all.","联邦地球观测系统依赖于定标与验证基础设施，而大多数治理讨论将其视为技术细节，而非基础性依赖。本文认为，文档化与可追溯性——地球观测界自身参考测量标准的技术核心——是必要的，但并不充分。再多的文档也无法替代一个在决策之前被赋予行动权力、具名且可问责的人；再多的联邦架构也无法弥补一个没有物理根基、没有具名、没有由声誉与之绑定的人维护的锚点。本论证基于农业与野火遥感、灾害响应中的机载数据采集，以及支持数十个集成系统组件、服务数十万用户的大规模地理空间联邦的运营经验。在大陆尺度上，当主权与制度边界横切共享数据产品时，将观测数据锚定于物理现实的定标与验证工作并非 overhead。它正是这些数据具有任何价值的原因所在。",null,"Bulletin of the American Meteorological Society","2026-09-09T00:00:00Z","论文",10,false,79,{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":22},18,21,14,8,1,"该论文从治理角度剖析大陆尺度观测网络的校准链条，强调可问责的锚点机制，对农业遥感数据可信度建设有实质参考价值，但偏学术理论、非政策落地，适合作为专业精选。",[24],{"name":10,"url":6},[26,27,28,29,30],"农业遥感","数据治理","遥感","观测网络","校准验证",0,"10.1175\u002Fbams-d-26-0091.1",{"doi":32,"openalex_id":34,"authors":35,"venue":10,"cited_by_count":31,"oa_url":9,"card":38,"direction":42,"ingested_from":44},"W7212000778",[36],{"name":37,"orcid":9},"Anthony Veltri",{"tldr":39,"method":40,"finding":41,"direction":42,"opportunity":43},"论文主张联邦架构无法替代有明确责任人的校准监管，强调校准链治理是大陆尺度观测网络的基础。","基于农业与野火遥感、灾害响应航空采集及大规模地理空间联邦的运营经验进行论证。","文档与可追溯性必要但不充分，必须有具名且被赋权的人在决策前行动，锚点需物理落地并有人维护。","农业遥感与作物表型","可研究农业观测网络中校准责任人的制度设计、激励与问责机制，以及跨主权边界的校准链治理框架。","openalex","2026-09-10T23:30:27.747997Z"]