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Updated: Jun 2, 2025

Measurement of Aerosols Optical Thickness of the Atmosphere using the GLOBE Handheld Sun Photometer
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XIS-temperature:一个每日的时空机器学习模型,用于连续的美国空气温度

Allan C Just1, Kodi B Arfer2, Johnathan Rush3

  • 1Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA; Institute at Brown for Environment and Society, Brown University, Providence, RI, USA; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Environmental research
|January 14, 2025
PubMed
概括

我们开发了XGBoost-IDW空气温度合成 (XIS-Temperature),这是一个机器学习模型,用于重建美国各地的每日温度. XIS-Temperature 改善了环境暴露估计,特别是在监测数据有限的地区.

关键词:
气候与健康 气候与健康风险投资评估 风险投资评估土地表面的温度 地表的温度温度和社会脆弱性 温度和社会脆弱性在XGBoost中使用.

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