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""" | ||
Example plot using stripes | ||
-------------------------- | ||
Plot up climate stripes plots from already | ||
existing climatologies from ARM data. | ||
Author: Adam Theisen | ||
""" | ||
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import act | ||
import matplotlib.pyplot as plt | ||
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# SGP E13 MET data has already been processed to yearly averages, | ||
# removing data flagged by embedded qc and DQRs | ||
url = 'https://raw.githubusercontent.com/AdamTheisen/ARM-Climatologies/refs/heads/main/results/sgpmetE13.b1_temp_mean_Y.csv' | ||
col_names = ['time', 'temperature', 'count'] | ||
ds = act.io.read_csv(url, column_names=col_names, index_col=0, parse_dates=True) | ||
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# Drop years with less than 500000 samples | ||
ds = ds.where(ds['count'] > 500000) | ||
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# Create plot display | ||
display = act.plotting.TimeSeriesDisplay(ds, figsize=(10, 2)) | ||
reference = ['2003-01-01', '2013-01-01'] | ||
display.plot_stripes('temperature', reference_period=reference) | ||
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plt.show() |