遇见数据集

C-SWIMs input data: Satellite fleet SEP vulnerability and economic impact assessment

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Zenodo2026-04-09 更新2026-05-26 收录
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Input data archive for C-SWIMs (Coupled Space Weather Impact Model — Satellite), a pipeline quantifying solar energetic particle (SEP) radiation vulnerability and economic loss for the US operational satellite fleet under a 1-in-100-year extreme space weather event. Archive contents:- Processed SEP storm catalog, event flux features, and scaled 100-year scenarios- Bastille Day 2000 baseline solar wind drivers and extrema- PSTAR proton stopping power tables for silicon and aluminum (NIST)- BEA input-output sector tables for economic impact modeling- Classified satellite catalog (12,860 operational satellites)- Cutoff rigidity maps (planet Rc tensor, OTSO+TSY01)- Trained ResNetMLP surrogate model weights and validation results- Fleet vulnerability results, SEP dose lookup, and cost estimates

本数据集为C-SWIMs(耦合空间天气影响模型——卫星,Coupled Space Weather Impact Model — Satellite)所用,该分析流程用于量化百年一遇极端空间天气事件下,美国运营卫星舰队所面临的太阳高能粒子(Solar Energetic Particle, SEP)辐射脆弱性与经济损失。 归档内容如下: - 经预处理的SEP暴事件目录、事件通量特征及缩放后的百年一遇情景数据集 - 2000年巴士底日事件的基准太阳风驱动源与极值数据 - 适用于硅与铝的PSTAR质子阻止本领表(美国国家标准与技术研究院,National Institute of Standards and Technology, NIST) - 用于经济影响建模的美国经济分析局(Bureau of Economic Analysis, BEA)投入产出部门数据表 - 分类运营卫星目录(共计12,860颗运营卫星) - 截止刚度映射图(行星截止刚度张量,OTSO+TSY01模型) - 训练完成的ResNetMLP替代模型权重与验证结果 - 卫星舰队脆弱性评估结果、SEP剂量查找表与成本估算数据

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Zenodo
创建时间:
2026-04-09
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