NOAA Atmospheric Temperature Dataset
Introduced by Seo* et al. in Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics
This dataset contains meteorological observations (temperature) at the land-based weather stations located in the United States, collected from the Online Climate Data Directory of the National Oceanic and Atmospheric Administration (NOAA). The weather stations are sampled from the Western and Southeastern states that have actively measured meteorological observations during 2015. The 1-year sequential data of hourly temperature records are divided into small sequences of 24 hours. For training, validation, and test a sequential 8-2-2 (months) split is used.
Benchmarks
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NOAA Atmospheric Temperature Dataset
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NADE
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Papers
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