pyrsig Example Gallery¶

This gallery houses examples on how to use pyrsig to do various analyses. This includes downloading and visualizing the data.

Some examples require some features of pyrsig that are not required for minimal functionality. To install all the necessary libaries for any example, run the command below (use –user if not an admin):

python -m pip install --user pyrsig pycno pyproj netcdf4

In notebooks (e.g., on Google Colab), this can be done live with the command below (may require kernel restart):

%pip install --user pyrsig pycno pyproj netcdf4

To run an example in a notebook:

  1. Copy the command above into a new cell and run it.

  2. Click on example below to see code.

  3. Copy the code from the example into a new cell and run it.

Get data examples¶

Examples showing how to get data.

Get List of Possible Coverages

Get List of Possible Coverages

Get DataFrame for AQS ozone

Get DataFrame for AQS ozone

Get DataFrame for TropOMI NO2

Get DataFrame for TropOMI NO2

Get COARDS formatted NetCDF TropOMI NO2

Get COARDS formatted NetCDF TropOMI NO2

Get IOAPI formatted NetCDF TropOMI NO2

Get IOAPI formatted NetCDF TropOMI NO2

Get DataFrame for PurpleAir PM25

Get DataFrame for PurpleAir PM25

Timeseries examples¶

Examples showing timeseries analyses that illustrate the power of pyrsig.

CMAQ vs Pandora

CMAQ vs Pandora

El Paso AirNow vs TEMPO

El Paso AirNow vs TEMPO

NYC VIIRS AOD vs TropOMI NO2

NYC VIIRS AOD vs TropOMI NO2

Phoenix AQS vs TropOMI

Phoenix AQS vs TropOMI

Pittsburg Pandora vs TEMPO

Pittsburg Pandora vs TEMPO

Oversample examples¶

Examples showing data oversampling of satellite data on a grid.

Oversample CONUS at 4k

Oversample CONUS at 4k

Maps examples¶

Examples showing how to make specific maps.

Plot Smoke Polygons

Plot Smoke Polygons

Pairing Population with Concentration

Pairing Population with Concentration

GIS TropOMI Processing

GIS TropOMI Processing

Comparison examples¶

Examples showing comparison of CMAQ to various datasets that illustrate the power of pyrsig.

Pairing CMAQ with AirNow Ozone

Pairing CMAQ with AirNow Ozone

Pairing CMAQ with TropOMI Columns

Pairing CMAQ with TropOMI Columns

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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pyrsig

Navigation

Table of Contents

  • pyrsig User’s Guide
  • pyrsig Example Gallery
    • Get data examples
    • Timeseries examples
    • Oversample examples
    • Maps examples
    • Comparison examples
  • pyrsig package

Related Topics

  • Documentation overview
    • Previous: pyrsig User’s Guide
    • Next: Get data examples

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