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Binary file added step/__pycache__/identification.cpython-37.pyc
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Binary file added step/__pycache__/visualization.cpython-37.pyc
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Binary file added step/precip_1996.npy
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25 changes: 25 additions & 0 deletions step/test.py
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import numpy
from skimage import draw
import identification
import matplotlib.pyplot
import visualization

# load some initial precip data
precip_data = numpy.load('precip_1996.npy', allow_pickle=True)

# set a precip threshold and narrow your region of interest
# TODO: What are out THRESHOLD units?
THRESHOLD = 0.6
trimmed_data = numpy.where(precip_data < THRESHOLD, 0, precip_data)

# create a structural set
struct = numpy.zeros((16, 16))
rr, cc = draw.disk((7.5, 7.5), radius=8.5)
struct[rr, cc] = 1

# identify your storms
labeled_maps = identification.identify(trimmed_data, struct)

# visualize your data
cmap = matplotlib.pyplot .get_cmap('hsv')
visualization.storms(labeled_maps, cmap, 'Identified Storms 1996', 1, show_save='save')