Atmospheric data Community Toolkit

  • User Guide
  • API Reference Manual
  • ACT Example Gallery
  • Blog
  • GitHub Issue Tracker
  • Correction examples
    • Correct wind data for ship motion
  • Discovery examples
    • Query and plot ASOS data
    • NOAA FMCW and parsivel plot
    • NEON Data
    • Airnow Data
  • Input/Output Examples
    • Read and plot a PPI from raw mini-MPL data
    • Plot ICARTT Formatted Files
  • Plotting examples
    • Plot winds and relative humidity from sounding data
    • Plotting QC Flags
    • Plot a timeseries of sounding data
    • Calculate and plot daily daytime temperature averages
    • Skew-T plot of a sounding
    • Plot a timeseries of sounding data
    • Windrose and windbarb timeseries plot
    • Spatial contour plot
    • Simple plot of 2D data
    • Xarray Plotting Examples
    • Multidimensional cross sections
    • Skew-T plot of a sounding
    • Data rose plot
    • Plotting state variables
  • Quality Control Examples
    • Query the ARM DQR webservice
    • Forcing line plots with 2D data and QC
    • Plotting Baseline Surface Radiation Network (BSRN) QC Flags
    • Working with embedded quality control variables
    • Working with and expanding embedded quality control variables
  • Retrieval examples
    • Retrieve stability indicies from a sounding
  • Utility examples
    • Changing units in dataset
    • Working with TAR and gunzip files
  • Workflow examples
    • Plot multiple datasets
    • Calculate and plot weighted means
On this page
  • Correction examples
  • Discovery examples
  • Input/Output Examples
  • Plotting examples
  • Quality Control Examples
  • Retrieval examples
  • Utility examples
  • Workflow examples

ACT Example Gallery¶

This gallery houses examples on different use cases for act including downloading data from web APIs, visualization various types of data, and more. If there are specific use cases you would like to see examples of, please head on over to the ACT discussion page on GitHub.

Correction examples¶

Examples showing different meteorology corrections.

Correct wind data for ship motion

Correct wind data for ship motion

Correct wind data for ship motion

Discovery examples¶

Examples showing different ways to discover data.

Query and plot ASOS data

Query and plot ASOS data

Query and plot ASOS data
NOAA FMCW and parsivel plot

NOAA FMCW and parsivel plot

NOAA FMCW and parsivel plot
NEON Data

NEON Data

NEON Data
Airnow Data

Airnow Data

Airnow Data

Input/Output Examples¶

Examples showing different ways to read and save data.

Read and plot a PPI from raw mini-MPL data

Read and plot a PPI from raw mini-MPL data

Read and plot a PPI from raw mini-MPL data
Plot ICARTT Formatted Files

Plot ICARTT Formatted Files

Plot ICARTT Formatted Files

Plotting examples¶

Examples showing different ways to visualize your data.

Plot winds and relative humidity from sounding data

Plot winds and relative humidity from sounding data

Plot winds and relative humidity from sounding data
Plotting QC Flags

Plotting QC Flags

Plotting QC Flags
Plot a timeseries of sounding data

Plot a timeseries of sounding data

Plot a timeseries of sounding data
Calculate and plot daily daytime temperature averages

Calculate and plot daily daytime temperature averages

Calculate and plot daily daytime temperature averages
Skew-T plot of a sounding

Skew-T plot of a sounding

Skew-T plot of a sounding
Plot a timeseries of sounding data

Plot a timeseries of sounding data

Plot a timeseries of sounding data
Windrose and windbarb timeseries plot

Windrose and windbarb timeseries plot

Windrose and windbarb timeseries plot
Spatial contour plot

Spatial contour plot

Spatial contour plot
Simple plot of 2D data

Simple plot of 2D data

Simple plot of 2D data
Xarray Plotting Examples

Xarray Plotting Examples

Xarray Plotting Examples
Multidimensional cross sections

Multidimensional cross sections

Multidimensional cross sections
Skew-T plot of a sounding

Skew-T plot of a sounding

Skew-T plot of a sounding
Data rose plot

Data rose plot

Data rose plot
Plotting state variables

Plotting state variables

Plotting state variables

Quality Control Examples¶

Examples showing different ways to apply quality control to your data.

Query the ARM DQR webservice

Query the ARM DQR webservice

Query the ARM DQR webservice
Forcing line plots with 2D data and QC

Forcing line plots with 2D data and QC

Forcing line plots with 2D data and QC
Plotting Baseline Surface Radiation Network (BSRN) QC Flags

Plotting Baseline Surface Radiation Network (BSRN) QC Flags

Plotting Baseline Surface Radiation Network (BSRN) QC Flags
Working with embedded quality control variables

Working with embedded quality control variables

Working with embedded quality control variables
Working with and expanding embedded quality control variables

Working with and expanding embedded quality control variables

Working with and expanding embedded quality control variables

Retrieval examples¶

Examples showing different ways to retrieve fields from data.

Retrieve stability indicies from a sounding

Retrieve stability indicies from a sounding

Retrieve stability indicies from a sounding

Utility examples¶

Examples showing different helpful utilies in ACT.

Changing units in dataset

Changing units in dataset

Changing units in dataset
Working with TAR and gunzip files

Working with TAR and gunzip files

Working with TAR and gunzip files

Workflow examples¶

Examples showing full workflows, including reading, applying corrections, and visualizations.

Plot multiple datasets

Plot multiple datasets

Plot multiple datasets
Calculate and plot weighted means

Calculate and plot weighted means

Calculate and plot weighted means

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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