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Break out tornados by F scale

master
Nathan Bergey 5 years ago
parent
commit
29118067ca
  1. 72
      tornados_us.py

72
tornados_us.py

@ -1,8 +1,9 @@
# -*- coding: utf-8 -*- # -*- coding: utf-8 -*-
import csv import csv
from dataclasses import dataclass
from dataclasses import dataclass, field
from datetime import datetime from datetime import datetime
from typing import List
import cartopy.crs as ccrs import cartopy.crs as ccrs
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
@ -73,6 +74,7 @@ class Tornado:
self.slat = float(self.slat) self.slat = float(self.slat)
self.elon = float(self.elon) self.elon = float(self.elon)
self.elat = float(self.elat) self.elat = float(self.elat)
self.mag = int(self.mag)
def __repr__(self): def __repr__(self):
return "<tornado {id} {date}>".format(id=self.id, date=self.dt) return "<tornado {id} {date}>".format(id=self.id, date=self.dt)
@ -87,34 +89,76 @@ def read_data():
return tornados return tornados
def draw_map(lons, lats):
def draw_map(f_unknown, f_zero, f_one, f_two, f_three, f_four, f_five):
fig = plt.figure(frameon=False, figsize=(8, 4.61)) fig = plt.figure(frameon=False, figsize=(8, 4.61))
ax = fig.add_axes([0, 0, 1, 1], projection=proj) ax = fig.add_axes([0, 0, 1, 1], projection=proj)
ax.background_patch.set_facecolor(water_blue) ax.background_patch.set_facecolor(water_blue)
ax.set_extent([-122, -65, 20, 50], ccrs.Geodetic()) ax.set_extent([-122, -65, 20, 50], ccrs.Geodetic())
ax.add_feature(land, facecolor="#f0f0f0") ax.add_feature(land, facecolor="#f0f0f0")
ax.add_feature(rivers, edgecolor=water_blue)
# ax.add_feature(rivers, edgecolor=water_blue)
ax.add_feature(lakes, facecolor=water_blue) ax.add_feature(lakes, facecolor=water_blue)
ax.add_feature(countries, edgecolor="grey", linewidth=0.2, alpha=0.6, dashes='--') ax.add_feature(countries, edgecolor="grey", linewidth=0.2, alpha=0.6, dashes='--')
ax.add_feature(states, edgecolor="grey", linewidth=0.2, alpha=0.4, dashes='--') ax.add_feature(states, edgecolor="grey", linewidth=0.2, alpha=0.4, dashes='--')
ax.plot(lons, lats, 'r', lw=0.2, alpha=0.7, transform=ccrs.Geodetic())
geodetic = ccrs.Geodetic()
ax.plot(f_unknown.lons, f_unknown.lats, 'k', lw=0.2, alpha=0.7, label="Unknown", transform=geodetic)
ax.plot(f_zero.lons, f_zero.lats, '#ffbb00', lw=0.1, alpha=1, label="F0", transform=geodetic)
ax.plot(f_one.lons, f_one.lats, '#ff7700', lw=0.1, alpha=1, label="F1", transform=geodetic)
ax.plot(f_two.lons, f_two.lats, '#ff4400', lw=0.2, alpha=0.8, label="F2", transform=geodetic)
ax.plot(f_three.lons, f_three.lats, '#ff1100', lw=0.3, alpha=0.8, label="F3", transform=geodetic)
ax.plot(f_four.lons, f_four.lats, 'r', lw=0.4, alpha=0.8, label="F4", transform=geodetic)
ax.plot(f_five.lons, f_five.lats, 'r', lw=0.6, alpha=0.7, label="F5", transform=geodetic)
ax.axis('off') ax.axis('off')
plt.legend(loc=4, title="Intensity", fontsize='small')
plt.savefig("tornados_us.png", dpi=320) plt.savefig("tornados_us.png", dpi=320)
@dataclass
class Fmag:
lons: List[int] = field(default_factory=list)
lats: List[int] = field(default_factory=list)
def append(collection, tornado):
collection.lons.append(tornado.slon)
collection.lats.append(tornado.slat)
if tornado.elon < 0:
collection.lons.append(tornado.elon)
collection.lats.append(tornado.elat)
else:
collection.lons.append(tornado.slon)
collection.lats.append(tornado.slat)
collection.lons.append(None)
collection.lats.append(None)
if __name__ == '__main__': if __name__ == '__main__':
ts = read_data() ts = read_data()
lons = []
lats = []
f_unknown = Fmag()
f_zero = Fmag()
f_one = Fmag()
f_two = Fmag()
f_three = Fmag()
f_four = Fmag()
f_five = Fmag()
for t in ts: for t in ts:
if t.elon < 0:
lons.append(t.slon)
lons.append(t.elon)
lons.append(None)
lats.append(t.slat)
lats.append(t.elat)
lats.append(None)
draw_map(lons, lats)
if t.mag == 0:
append(f_zero, t)
elif t.mag == 1:
append(f_one, t)
elif t.mag == 2:
append(f_two, t)
elif t.mag == 3:
append(f_three, t)
elif t.mag == 4:
append(f_four, t)
elif t.mag == 5:
append(f_five, t)
else:
append(f_unknown, t)
draw_map(f_unknown, f_zero, f_one, f_two, f_three, f_four, f_five)
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