Exemple #1
0
            print '>> Reading the fire mesh <<'
            sys.stdout.flush()
            fxlon, fxlat, bbox, time_esmf = read_fire_mesh(argument[0])

        print ''
        print '>> Retrieving satellite data <<'
        sys.stdout.flush()
        # converting times to ISO
        dti = dt.datetime.strptime(sys.argv[2], '%Y%m%d%H%M%S')
        time_start_iso = '%d-%02d-%02dT%02d:%02d:%02dZ' % (
            dti.year, dti.month, dti.day, dti.hour, dti.minute, dti.second)
        dtf = dti + dt.timedelta(days=float(sys.argv[3]))
        time_final_iso = '%d-%02d-%02dT%02d:%02d:%02dZ' % (
            dtf.year, dtf.month, dtf.day, dtf.hour, dtf.minute, dtf.second)
        time_iso = (time_start_iso, time_final_iso)
        data = retrieve_af_data(bbox, time_iso, appkey=appkey)
        if igns:
            print ''
            print '>> Creating ignitions <<'
            print igns
            data.update(process_ignitions(igns, bbox, time=time_iso))
        if perim_exists:
            print ''
            print '>> Getting perimeters from %s <<' % perim_path
            data.update(
                process_infrared_perimeters(perim_path, bbox, time=time_iso))
        if forecast_exists and not cloud:
            print ''
            print '>> Getting forecast from %s <<' % forecast_path
            data.update(
                process_forecast_slides_wrfout(forecast_path,
Exemple #2
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# sample data into mesh - Las Conchas
# navigate to /glade/u/home/angelfc/project/lasconchas/simulation_large to access sample data
from JPSSD import retrieve_af_data, read_fire_mesh, time_iso2num, data2json, write_csv, json2kml
import saveload as sl

fxlon,fxlat,bbox,time_esmf=read_fire_mesh('wrfout_d04_2011-06-26_12:00:00')

# cannot get starting time from wrfout
time_iso = ("2011-06-25T00:00:00Z", "2011-07-04T00:00:00Z") # tuple, not array

data=retrieve_af_data(bbox,time_iso)

print 'writting CSV and KML with detections'

keys=['latitude','longitude','brightness','scan','track','acq_date','acq_time','satellite','instrument','confidence','bright_t31','frp','scan_angle']
dkeys=['lat_fire','lon_fire','brig_fire','scan_fire','track_fire','acq_date','acq_time','sat_fire','instrument','conf_fire','t31_fire','frp_fire','scan_angle_fire']
N=[len(data[d]['lat_fire']) for d in data]
json=data2json(data,keys,dkeys,N)
write_csv(json,bbox)
prods={'AF':'Active Fires','FRP':'Fire Radiative Power'}
json2kml(json,'fire_detections.kml',bbox,prods)

print 'writting KML with ground'

keys=['latitude','longitude','scan','track','acq_date','acq_time','satellite','instrument','scan_angle']
dkeys=['lat_nofire','lon_nofire','scan_nofire','track_nofire','acq_date','acq_time','sat_fire','instrument','scan_angle_nofire']
N=[len(data[d]['lat_nofire']) for d in data]
json=data2json(data,keys,dkeys,N)
prods={'NF':'No Fire'}
json2kml(json,'nofire.kml',bbox,prods)
Exemple #3
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from JPSSD import retrieve_af_data
import sys
if len(sys.argv) != 7:
    print 'usage: ./get_data.sh lonmin lonmax latmin latmax timemin timemax'
    print 'example:'
    print './get_data.sh -132.86966 -102.0868788 44.002495 66.281204 2012-09-11T00:00:00Z 2012-09-12T00:00:00Z'
    sys.exit(1)
bbox=[]
for s in sys.argv[1:5]:
    print s
    bbox.append(float(s))
time = (sys.argv[5],sys.argv[6])
print 'bounding box is %s' % bbox 
print 'time interval is %s %s' % time 
retrieve_af_data(bbox,time)
print 'Retrieved data written to Matlab file out.mat'