Functions to analyze atmospheric aerosol data
Project description
A collection of tools to analyze and visualize atmospheric aerosol and ion data.
Installation
pip install aerosol-functions
Documentation
See here
Using the aerosol-analyzer
The aerosol-analyzer
is a GUI application where one can visualize and analyze aerosol number size distribution data. The application runs in the browser using a bokeh server.
A general workflow is roughly the following:
- Load aerosol number size distribution data from a CSV file. Note that it is recommended to first combine all the data into a single file before opening it in the
aerosol-analyzer
. In the CSV file:- First column: timestamps (e.g. in the format YYYY-MM-DD HH:MM:SS)
- First row: particle diameters representing each size bin
- The rest of the data should contain the number size distribution
- Draw regions of interest (ROIs) on the number size distribution using the
FreehandDrawTool
- Select ROIs using the
TapTool
and do selected calculations on the data inside the ROIs. For example one can:- Fit (mixture) log-normal distributions on the selected size distributions
- Save the ROIs including the calculated quantities to a JSON formatted file.
- Continue working on a project by loading an already saved ROI file.
To start the application type on the command line:
aerosol-analyzer
Below is a screenshot from the application
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
aerosol-functions-0.1.2.tar.gz
(86.0 kB
view hashes)
Built Distribution
Close
Hashes for aerosol_functions-0.1.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1292b2c4c66ece4006bf6ba30e37d8856a1b3c5881be49c8e9ad6c15459ace28 |
|
MD5 | dded32b3330f96322ed8881c1a4601ef |
|
BLAKE2b-256 | a82f2074a6e9cc508a18ef3d79be1bef447b632fdb26ec332e66f0b00f4c556c |