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author | Jonas Gunz <himself@jonasgunz.de> | 2023-08-25 12:50:17 +0200 |
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committer | Jonas Gunz <himself@jonasgunz.de> | 2023-08-25 12:50:17 +0200 |
commit | ba4f078875c2953e80f134b4e5f2d69ae42b4f51 (patch) | |
tree | c76c28f8b65e8c17f056df613272022408b652de | |
parent | 27b78272512cf229fa5dfa52a376a04877cc7dfd (diff) | |
download | meteo_toolbox-ba4f078875c2953e80f134b4e5f2d69ae42b4f51.tar.gz |
skewt with config
-rwxr-xr-x | xar.py | 98 |
1 files changed, 55 insertions, 43 deletions
@@ -1,13 +1,12 @@ #!/usr/bin/env python3 +import datetime + import xarray as xr from metpy.units import units import metpy.calc as mpcalc - import numpy as np -import datetime - import skewt def np_time_convert(dt64): @@ -17,43 +16,56 @@ def np_time_convert(dt64): return datetime.datetime.utcfromtimestamp(seconds_since_epoch) -#grib = pygrib.open('dwd_icon-d2/combined.grib2') -data = xr.load_dataset('dwd_icon-d2/combined.grib2', engine='cfgrib') - -lat = 47.9626 -lon = 11.9964 - -for_temp = data.sel(latitude=lat, longitude = lon, method='nearest') - -for_temp = for_temp[['r', 't', 'u', 'v']] - -for step in for_temp.coords['step']: - this_step = for_temp.sel(step=step) - - p = this_step.coords['isobaricInhPa'].values * units.hPa - T = this_step.t.values * units.K - relHum = this_step.r.values * units.percent - Td = mpcalc.dewpoint_from_relative_humidity(T, relHum) - u = this_step.u.values * (units.m / units.s) - v = this_step.v.values * (units.m / units.s) - - valid = np_time_convert(step.valid_time.values) - init = np_time_convert(step.time.values) - - valid_str = valid.strftime('%d %b %Y - %HUTC') - init_str = init.strftime('%d %b %Y - %HUTC') - hours_since_init_str = str(int(this_step.step.values / np.timedelta64(1,'h'))).zfill(2) - - skt = skewt.Skewt(p=p, T=T, Td=Td) - skt.addWindUV(u, v) - skt.addInfo(f"VALID: {valid_str}") - skt.addInfo(f"INIT : {init_str}") - skt.addInfo(f"LAT {lat} LON {lon}") - skt.addInfo('INIT+' + hours_since_init_str) - skt.addInfo(f'') - skt.addAnalysis(shade=True, analysis='lcl') - skt.addInfo("DWD ICON-D2") - - init_for_filename = init.strftime('%Y-%m-%d-%H') - - skt.plot(filename=f'skewt_{init_for_filename}+{hours_since_init_str}.png') +config = { + 'source':'dwd_icon-d2/combined.grib2', + 'plots':[ + { + 'lat':47.9626, + 'lon':11.9964, + 'name':'Antersberg' + }, + ] +} + +def run(config): + data = xr.load_dataset(config['source'], engine='cfgrib') + + for plot in config['plots']: + _plot(data, **plot) + +def _plot(data, lat, lon, name): + for_temp = data.sel(latitude=lat, longitude = lon, method='nearest') + for_temp = for_temp[['r', 't', 'u', 'v']] + + for step in for_temp.coords['step']: + this_step = for_temp.sel(step=step) + + p = this_step.coords['isobaricInhPa'].values * units.hPa + T = this_step.t.values * units.K + relHum = this_step.r.values * units.percent + Td = mpcalc.dewpoint_from_relative_humidity(T, relHum) + u = this_step.u.values * (units.m / units.s) + v = this_step.v.values * (units.m / units.s) + + valid = np_time_convert(step.valid_time.values) + init = np_time_convert(step.time.values) + + valid_str = valid.strftime('%d %b %Y - %HUTC') + init_str = init.strftime('%d %b %Y - %HUTC') + hours_since_init_str = str(int(this_step.step.values / np.timedelta64(1,'h'))).zfill(2) + + skt = skewt.Skewt(p=p, T=T, Td=Td) + skt.addWindUV(u, v) + skt.addInfo(f'{name} INIT+' + hours_since_init_str) + skt.addInfo(f"VALID: {valid_str}") + skt.addInfo(f"INIT : {init_str}") + skt.addInfo(f"LAT {lat} LON {lon}") + skt.addAnalysis(shade=True, analysis='lcl') + skt.addInfo("FORECAST DWD ICON-D2") + + init_for_filename = init.strftime('%Y-%m-%d-%HUTC') + + skt.plot(filename=f'skewt_{name}_{init_for_filename}+{hours_since_init_str}.png') + +if __name__ == '__main__': + run(config) |