yatsm.cli.pixel module

Command line interface for running YATSM algorithms on individual pixels

yatsm.cli.pixel.plot_DOY(dates, y, mpl_cmap)

Create a DOY plot

Parameters:

• dates – sequence of datetime
• y – variable to plot
• mpl_cmap – matplotlib colormap

yatsm.cli.pixel.plot_TS(dates, y, seasons)

Create a standard timeseries plot

Parameters:

• dates – sequence of datetime
• y – variable to plot
• seasons – Plot seasonal symbology

yatsm.cli.pixel.plot_VAL(dates, y, mpl_cmap, reps=2)

Create a “Valerie Pasquarella” plot (repeated DOY plot)

Parameters:

• dates – sequence of datetime
• y – variable to plot
• mpl_cmap – matplotlib colormap
• reps – number of additional repetitions

yatsm.cli.pixel.plot_results(band, cfg, model, design_info, result_prefix='', plot_type='TS')

Plot model results

Parameters:

• band – plot results for this band
• cfg – YATSM configuration dictionary
• model – fitted YATSM timeseries model
• design_info – patsy design information
• result_prefix – Prefix to ‘coef’ and ‘rmse’
• plot_type – type of plot to add results to (TS, DOY, or VAL)

yatsm.cli.pixel.trawl_replace_keys(d, key, value, s='')

Return modified dictionary d