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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...
v6 of the data are here:
www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ncdc:C01704/html
Interesting video mate!!! How can I do for Chla in a specific area??
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.
docs.xarray.dev/en/latest/generated/xarray.Dataset.sel.html