climatepy

Collection of tools to perform timeseries analysis, synoptic analysis, and plots on climate data (Observation and Downscaled). This builds partly upon TopoPyScale outputs as well as a number of official data format from NOAA, WMO, MetNo, et al. or land surface model outputs (e.g. FSM) S. Filhol, May 2023

This toolbox is under construction and currently designed for specific projects

Installation

git clone https://github.com/ArcticSnow/climatepy.git

# install in development mode
pip install -e climatepy

TODO

write function to compute FDD and TDD
write function to compute snow free season (sd_thresh_free (e.g. 10cm), sd_thresh_snow_onset (e.g. 80cm)).
write function to infer synoptic patterns using unsupervised techniques [ ] write function to infer synoptic patterns from known patterns (dates with known of similar recognizable patterns)

Long term ideas and Resources:

integrate possibility to download forecast model (i.e. GFS):

NAM regional model (e.g. Alaska) by NOAA: https://www.nco.ncep.noaa.gov/pmb/products/nam/
GFS model (NOAA) see the Python library: https://github.com/jagoosw/getgfs