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How to access and plot the NOAA surface temperature anomaly data in Python

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  • Опубликовано: 13 авг 2024
  • Tutorial on how to access and plot the NOAA surface temperature anomaly data in Python.
    I would like to thank the authors of the data for making them openly available and FAIR.
    If you want to use the data publicly, you should also give credit to the authors of the dataset by including the following recommended citation (change the access data at the end):
    H.-M. Zhang, B. Huang, J. H. Lawrimore, M. J. Menne, and T. M. Smith (2019): NOAA Global Surface Temperature Dataset (NOAAGlobalTemp), Version 5.0. NOAA National Centers for Environmental Information. doi:10.25921/9qth-2p70 [2024-04-13].
    00:00 Accessing the data
    02:13 Understanding the NetCDF file
    04:50 Accessing the data
    05:15 Data to CSV
    06:02 Selecting one time slice
    07:43 A quick, basic plot
    08:28 A nicer plot
    Code here, including how to make an mp4 looping through the months, and also how to compute and plot annual anomalies:
    github.com/lhm...
    Landing page for the data: www.ncei.noaa....
    OPeNDAP link to the data: www.ncei.noaa....
    Append '.html' to the url above to access the OPeNDAP data access form.
    To find the latest version of the data, go to: www.ncei.noaa....
    v6 of the data are here
    www.ncei.noaa....
    Matplotlib colour palettes: matplotlib.org...
    Cartopy projections: scitools.org.u...
    My playlist on working with NetCDF files in Python:
    • NetCDF in Python - fro...

Комментарии • 4

  • @LukeDataManager
    @LukeDataManager  3 месяца назад

    v6 of the data are here:
    www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ncdc:C01704/html

  • @Adrian-hv5dg
    @Adrian-hv5dg 3 месяца назад

    Interesting video mate!!! How can I do for Chla in a specific area??

    • @LukeDataManager
      @LukeDataManager  3 месяца назад

      Is it a depth profile or geospatial data like the ones in this video? You can use xrds.sel to obtain a subset of an xarray object for your desired latitude and longitude.

    • @LukeDataManager
      @LukeDataManager  3 месяца назад

      docs.xarray.dev/en/latest/generated/xarray.Dataset.sel.html