Note
Go to the end to download the full example code.
Wind blow model
from opendrift.readers import reader_netCDF_CF_generic
from opendrift.models.windblow import WindBlow
o = WindBlow(loglevel=20) # Set loglevel to 0 for debug information
20:15:02 INFO opendrift.models.basemodel:515: OpenDriftSimulation initialised (version 1.12.0 / v1.12.0-26-g390e945)
Example of elements blowing with the wind, also over land
#reader_arome = reader_netCDF_CF_generic.Reader('https://thredds.met.no/thredds/dodsC/mepslatest/meps_lagged_6_h_latest_2_5km_latest.nc')
reader_arome = reader_netCDF_CF_generic.Reader(o.test_data_folder() +
'2Feb2016_Nordic_sigma_3d/AROME_MetCoOp_00_DEF_20160202_subset.nc')
o.add_reader([reader_arome])
20:15:02 INFO opendrift.readers:58: Opening file with xr.open_dataset
20:15:03 INFO opendrift.readers.reader_netCDF_CF_generic:337: Detected dimensions: {'time': 'time', 'x': 'x', 'y': 'y'}
Seeding some particles
lat = 68.5; lon = 16.0 # Lofoten
o.seed_elements(lon, lat, radius=5000, number=1000,
time=reader_arome.start_time)
Running model for 48 hours
o.run(steps=48*4, time_step=900, time_step_output=3600)
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20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 07:00:00 - step 173 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 07:15:00 - step 174 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 07:30:00 - step 175 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 07:45:00 - step 176 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 08:00:00 - step 177 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 08:15:00 - step 178 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 08:30:00 - step 179 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 08:45:00 - step 180 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 09:00:00 - step 181 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 09:15:00 - step 182 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 09:30:00 - step 183 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 09:45:00 - step 184 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 10:00:00 - step 185 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 10:15:00 - step 186 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 10:30:00 - step 187 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 10:45:00 - step 188 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 11:00:00 - step 189 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 11:15:00 - step 190 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 11:30:00 - step 191 of 192 - 1000 active elements (0 deactivated)
20:15:05 INFO opendrift.models.basemodel:2035: 2016-02-04 11:45:00 - step 192 of 192 - 1000 active elements (0 deactivated)
Print and plot results
print(o)
o.animation(ocean_color='skyblue', land_color='burlywood')
===========================
--------------------
Reader performance:
--------------------
/root/project/tests/test_data/2Feb2016_Nordic_sigma_3d/AROME_MetCoOp_00_DEF_20160202_subset.nc
0:00:01.6 total
0:00:00.0 preparing
0:00:00.2 reading
0:00:00.0 interpolation
0:00:00.0 interpolation_time
0:00:01.4 rotating vectors
0:00:00.0 masking
--------------------
Performance:
3.1 total time
0.7 configuration
0.0 preparing main loop
2.3 main loop
0.1 updating elements
0.0 cleaning up
--------------------
===========================
Model: WindBlow (OpenDrift version 1.12.0)
1000 active PassiveTracer particles (0 deactivated, 0 scheduled)
-------------------
Environment variables:
-----
x_wind
y_wind
1) /root/project/tests/test_data/2Feb2016_Nordic_sigma_3d/AROME_MetCoOp_00_DEF_20160202_subset.nc
Discarded readers:
Time:
Start: 2016-02-02 12:00:00 UTC
Present: 2016-02-04 12:00:00 UTC
Calculation steps: 192 * 0:15:00 - total time: 2 days, 0:00:00
Output steps: 49 * 1:00:00
===========================
/opt/conda/envs/opendrift/lib/python3.11/site-packages/cartopy/mpl/geoaxes.py:1692: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
result = super().scatter(*args, **kwargs)
20:15:11 INFO opendrift.models.basemodel:4613: Saving animation to /root/project/docs/source/gallery/animations/example_windblow_0.gif...
20:16:02 INFO opendrift.models.basemodel:3037: Time to make animation: 0:00:56.468912
o.plot(buffer=.5, ocean_color='skyblue', land_color='burlywood')
(<GeoAxes: title={'center': 'OpenDrift - WindBlow\n2016-02-02 12:00 to 2016-02-04 12:00 UTC (49 steps)'}>, <Figure size 910.871x1100 with 1 Axes>)
Total running time of the script: (1 minutes 9.021 seconds)