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Investigate Format to Convert ERA5 Data To #103

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Ari1029 opened this issue Jan 21, 2025 · 0 comments
Open

Investigate Format to Convert ERA5 Data To #103

Ari1029 opened this issue Jan 21, 2025 · 0 comments
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@Ari1029
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Ari1029 commented Jan 21, 2025

  • Have an image for each day (weeks, months, years). Within each image, there will be bands that represent weather
    parameters
  • Image (raster data, each pixel has data) .TIFF files
  • For time series prediction, think about each pixel. For each pixel, we will have T (number of previous timesteps we're using
    to predict the next step) x N (number of weather parameters) data. Eg. 10 previous days, 50 parameters for each day -->
    10x50 dataframe.
  • This is 2D data, and if you want to consider spatial information (surrounding points), you can add another dimension
@Ari1029 Ari1029 changed the title Hello Investigate Format to Convert ERA5 Data To Jan 21, 2025
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