first commit
This commit is contained in:
commit
ecb003bec3
85
VIIRSdownloader.py
Normal file
85
VIIRSdownloader.py
Normal file
@ -0,0 +1,85 @@
|
|||||||
|
# -*- coding: utf-8 -*-
|
||||||
|
"""
|
||||||
|
Downloads the actual active fire csv from https://firms.modaps.eosdis.nasa.gov/data/active_fire/suomi-npp-viirs-c2/csv/SUOMI_VIIRS_C2_Europe_24h.csv
|
||||||
|
and displays it on a map.
|
||||||
|
Description of data displayed: https://www.earthdata.nasa.gov/learn/find-data/near-real-time/firms/vnp14imgtdlnrt#ed-viirs-375m-attributes
|
||||||
|
@author: Cybermancer
|
||||||
|
"""
|
||||||
|
import sys
|
||||||
|
import os.path
|
||||||
|
import requests
|
||||||
|
import datetime as dt
|
||||||
|
import pandas as pd
|
||||||
|
import folium
|
||||||
|
import webbrowser
|
||||||
|
from geopy.geocoders import Nominatim
|
||||||
|
from geopy.extra.rate_limiter import RateLimiter
|
||||||
|
import pickle
|
||||||
|
|
||||||
|
|
||||||
|
def getAdress(data_frame):
|
||||||
|
adress_file = 'adressdump-' + str(dt.date.today())
|
||||||
|
if not os.path.exists(adress_file):
|
||||||
|
adressList = []
|
||||||
|
geolocator = Nominatim(user_agent='blub browser')
|
||||||
|
reverse = RateLimiter(geolocator.reverse, min_delay_seconds=5)
|
||||||
|
for r in data_frame.iterrows():
|
||||||
|
location = (r[1]['latitude'], r[1]['longitude'])
|
||||||
|
adressList.append(reverse(location, language='en'))
|
||||||
|
with open(adress_file, 'wb') as file:
|
||||||
|
pickle.dump(adressList, file)
|
||||||
|
else:
|
||||||
|
with open(adress_file, 'rb') as file:
|
||||||
|
adressList = pickle.load(file)
|
||||||
|
return adressList
|
||||||
|
|
||||||
|
|
||||||
|
def main():
|
||||||
|
bounding = [44.184598, 52.3797464, 22.137059, 40.2275801]
|
||||||
|
local_file = 'local_VIIRS_data-' + str(dt.date.today()) + '.csv'
|
||||||
|
html_file = local_file.split('.')[0] + '.html'
|
||||||
|
src = ('https://gibs.earthdata.nasa.gov/wmts-webmerc/VIIRS_SNPP_CorrectedReflectance_BandsM11-I2-I1/' +
|
||||||
|
'default/{time}/GoogleMapsCompatible_Level9/{z}/{y}/{x}.jpg')
|
||||||
|
|
||||||
|
if not os.path.exists(local_file):
|
||||||
|
remote_url = r'https://firms.modaps.eosdis.nasa.gov/data/active_fire/suomi-npp-viirs-c2/csv/SUOMI_VIIRS_C2_Europe_24h.csv'
|
||||||
|
data = requests.get(remote_url, allow_redirects=True)
|
||||||
|
with open(local_file, 'wb') as file:
|
||||||
|
file.write(data.content)
|
||||||
|
data_frame = pd.read_csv(local_file)
|
||||||
|
data_frame = data_frame.astype({'confidence': 'string'})
|
||||||
|
inUkraine = data_frame[data_frame['latitude'].between(bounding[0], bounding[1]) & data_frame['longitude'].between(
|
||||||
|
bounding[2], bounding[3]) & (data_frame['confidence'].str.contains('nominal') | data_frame['confidence'].str.contains('high'))]
|
||||||
|
adressList = getAdress(inUkraine)
|
||||||
|
if not inUkraine.empty:
|
||||||
|
fireMap = folium.Map(location=inUkraine[['latitude', 'longitude']].mean(
|
||||||
|
).to_list(), zoom_start=4, crs='EPSG3857')
|
||||||
|
folium.raster_layers.TileLayer(
|
||||||
|
tiles=src,
|
||||||
|
subdomains='abc',
|
||||||
|
name='VIIRS',
|
||||||
|
attr='NASA VIIRS',
|
||||||
|
overlay=True,
|
||||||
|
layer='VIIRS_SNPP_CorrectedReflectance_BandsM11-I2-I1',
|
||||||
|
tileMatrixSet='GoogleMapsCompatible_Level9',
|
||||||
|
time=str(dt.date.today() - dt.timedelta(days=1)),
|
||||||
|
tileSize=256,
|
||||||
|
).add_to(fireMap)
|
||||||
|
folium.LayerControl().add_to(fireMap)
|
||||||
|
for r in inUkraine.iterrows():
|
||||||
|
location = (r[1]['latitude'], r[1]['longitude'])
|
||||||
|
folium.Marker(location=location, tooltip=(
|
||||||
|
r[1].to_string())).add_to(fireMap)
|
||||||
|
for adress in adressList:
|
||||||
|
if adress is not None:
|
||||||
|
location = (adress.raw['lat'], adress.raw['lon'])
|
||||||
|
folium.CircleMarker(location=location, tooltip=(str(adress.raw['display_name'])),
|
||||||
|
radius=10).add_to(fireMap)
|
||||||
|
|
||||||
|
fireMap.save(html_file)
|
||||||
|
webbrowser.open_new(html_file)
|
||||||
|
sys.exit(0)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
main()
|
Loading…
Reference in New Issue
Block a user