Seeding from shapefile

from datetime import datetime
from opendrift.models.oceandrift import OceanDrift


o = OceanDrift(loglevel=20)  # Set loglevel to 0 for debug information
o.set_config('environment:fallback:x_wind', -4)  # Constant wind drift
o.set_config('environment:fallback:y_wind', 8)
o.set_config('drift:wind_uncertainty', 4) # Adding some diffusion
o.set_config('drift:vertical_mixing', False)
07:37:39 INFO    opendrift.models.basemodel:506: OpenDriftSimulation initialised (version 1.12.0 / v1.12.0-83-gc7bcbdf)

Seed particles within contours from shapefile

o.seed_from_shapefile(o.test_data_folder() +
                      'shapefile_spawning_areas/Torsk.shp',
                      number=2000, layername=None,
                      featurenum=[2, 4], time=datetime.utcnow())
07:37:39 INFO    opendrift.models.basemodel.environment:218: Adding a dynamical landmask with max. priority based on assumed maximum speed of 2.0 m/s. Adding a customised landmask may be faster...
07:37:43 INFO    opendrift.models.basemodel.environment:245: Fallback values will be used for the following variables which have no readers:
07:37:43 INFO    opendrift.models.basemodel.environment:248:    x_sea_water_velocity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    y_sea_water_velocity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_height: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    x_wind: -4.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    y_wind: 8.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    upward_sea_water_velocity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    ocean_vertical_diffusivity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wave_significant_height: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wave_stokes_drift_x_velocity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wave_stokes_drift_y_velocity: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wave_period_at_variance_spectral_density_maximum: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_swell_wave_to_direction: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_swell_wave_peak_period_from_variance_spectral_density: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_swell_wave_significant_height: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wind_wave_to_direction: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wind_wave_mean_period: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_surface_wind_wave_significant_height: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    surface_downward_x_stress: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    surface_downward_y_stress: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    turbulent_kinetic_energy: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    turbulent_generic_length_scale: 0.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    ocean_mixed_layer_thickness: 50.000000
07:37:43 INFO    opendrift.models.basemodel.environment:248:    sea_floor_depth_below_sea_level: 10000.000000
07:37:43 INFO    opendrift.models.basemodel:1528: Seeding for layer: Torsk (8 features)
07:37:43 INFO    opendrift.models.basemodel:1559: Total area of all polygons: 87279214796.95839 m2
07:37:43 INFO    opendrift.models.basemodel:1570:       Seeding 1721 elements within polygon number 2
07:37:43 INFO    opendrift.models.basemodel:1570:       Seeding 279 elements within polygon number 4

Running model

o.run(steps=50, time_step=3600)
07:37:44 INFO    opendrift.models.basemodel:917: Using existing reader for land_binary_mask
07:37:44 INFO    opendrift.models.basemodel:928: All points are in ocean
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 07:37:39.883595 - step 1 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 08:37:39.883595 - step 2 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 09:37:39.883595 - step 3 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 10:37:39.883595 - step 4 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 11:37:39.883595 - step 5 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 12:37:39.883595 - step 6 of 50 - 2000 active elements (0 deactivated)
07:37:44 INFO    opendrift.models.basemodel:2045: 2025-02-06 13:37:39.883595 - step 7 of 50 - 2000 active elements (0 deactivated)
07:37:45 INFO    opendrift.models.basemodel:2045: 2025-02-06 14:37:39.883595 - step 8 of 50 - 2000 active elements (0 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 15:37:39.883595 - step 9 of 50 - 1999 active elements (1 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 16:37:39.883595 - step 10 of 50 - 1997 active elements (3 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 17:37:39.883595 - step 11 of 50 - 1996 active elements (4 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 18:37:39.883595 - step 12 of 50 - 1996 active elements (4 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 19:37:39.883595 - step 13 of 50 - 1994 active elements (6 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 20:37:39.883595 - step 14 of 50 - 1994 active elements (6 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 21:37:39.883595 - step 15 of 50 - 1993 active elements (7 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 22:37:39.883595 - step 16 of 50 - 1991 active elements (9 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-06 23:37:39.883595 - step 17 of 50 - 1989 active elements (11 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 00:37:39.883595 - step 18 of 50 - 1987 active elements (13 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 01:37:39.883595 - step 19 of 50 - 1985 active elements (15 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 02:37:39.883595 - step 20 of 50 - 1983 active elements (17 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 03:37:39.883595 - step 21 of 50 - 1983 active elements (17 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 04:37:39.883595 - step 22 of 50 - 1981 active elements (19 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 05:37:39.883595 - step 23 of 50 - 1979 active elements (21 deactivated)
07:37:47 INFO    opendrift.models.basemodel:2045: 2025-02-07 06:37:39.883595 - step 24 of 50 - 1976 active elements (24 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 07:37:39.883595 - step 25 of 50 - 1973 active elements (27 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 08:37:39.883595 - step 26 of 50 - 1972 active elements (28 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 09:37:39.883595 - step 27 of 50 - 1969 active elements (31 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 10:37:39.883595 - step 28 of 50 - 1968 active elements (32 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 11:37:39.883595 - step 29 of 50 - 1967 active elements (33 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 12:37:39.883595 - step 30 of 50 - 1964 active elements (36 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 13:37:39.883595 - step 31 of 50 - 1961 active elements (39 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 14:37:39.883595 - step 32 of 50 - 1960 active elements (40 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 15:37:39.883595 - step 33 of 50 - 1958 active elements (42 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 16:37:39.883595 - step 34 of 50 - 1957 active elements (43 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 17:37:39.883595 - step 35 of 50 - 1952 active elements (48 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 18:37:39.883595 - step 36 of 50 - 1952 active elements (48 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 19:37:39.883595 - step 37 of 50 - 1949 active elements (51 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 20:37:39.883595 - step 38 of 50 - 1948 active elements (52 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 21:37:39.883595 - step 39 of 50 - 1946 active elements (54 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 22:37:39.883595 - step 40 of 50 - 1943 active elements (57 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-07 23:37:39.883595 - step 41 of 50 - 1940 active elements (60 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-08 00:37:39.883595 - step 42 of 50 - 1938 active elements (62 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-08 01:37:39.883595 - step 43 of 50 - 1936 active elements (64 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-08 02:37:39.883595 - step 44 of 50 - 1930 active elements (70 deactivated)
07:37:48 INFO    opendrift.models.basemodel:2045: 2025-02-08 03:37:39.883595 - step 45 of 50 - 1926 active elements (74 deactivated)
07:37:49 INFO    opendrift.models.basemodel:2045: 2025-02-08 04:37:39.883595 - step 46 of 50 - 1923 active elements (77 deactivated)
07:37:49 INFO    opendrift.models.basemodel:2045: 2025-02-08 05:37:39.883595 - step 47 of 50 - 1921 active elements (79 deactivated)
07:37:49 INFO    opendrift.models.basemodel:2045: 2025-02-08 06:37:39.883595 - step 48 of 50 - 1920 active elements (80 deactivated)
07:37:49 INFO    opendrift.models.basemodel:2045: 2025-02-08 07:37:39.883595 - step 49 of 50 - 1917 active elements (83 deactivated)
07:37:49 INFO    opendrift.models.basemodel:2045: 2025-02-08 08:37:39.883595 - step 50 of 50 - 1916 active elements (84 deactivated)
<xarray.Dataset> Size: 16MB
Dimensions:                                                                              (
                                                                                          trajectory: 2000,
                                                                                          time: 51)
Coordinates:
  * trajectory                                                                           (trajectory) int64 16kB ...
  * time                                                                                 (time) datetime64[ns] 408B ...
Data variables: (12/36)
    ID                                                                                   (trajectory, time) float64 816kB ...
    status                                                                               (trajectory, time) float64 816kB ...
    moving                                                                               (trajectory, time) float64 816kB ...
    age_seconds                                                                          (trajectory, time) float32 408kB ...
    origin_marker                                                                        (trajectory, time) float64 816kB ...
    lon                                                                                  (trajectory, time) float32 408kB ...
    ...                                                                                   ...
    surface_downward_y_stress                                                            (trajectory, time) float32 408kB ...
    turbulent_kinetic_energy                                                             (trajectory, time) float32 408kB ...
    turbulent_generic_length_scale                                                       (trajectory, time) float32 408kB ...
    ocean_mixed_layer_thickness                                                          (trajectory, time) float32 408kB ...
    sea_floor_depth_below_sea_level                                                      (trajectory, time) float32 408kB ...
    land_binary_mask                                                                     (trajectory, time) float32 408kB ...
Attributes: (12/153)
    Conventions:                                                             ...
    standard_name_vocabulary:                                                ...
    featureType:                                                             ...
    title:                                                                   ...
    summary:                                                                 ...
    keywords:                                                                ...
    ...                                                                                                               ...
    geospatial_lon_units:                                                    ...
    geospatial_lon_resolution:                                               ...
    runtime:                                                                 ...
    geospatial_vertical_min:                                                 ...
    geospatial_vertical_max:                                                 ...
    geospatial_vertical_positive:                                            ...


Print and plot results

print(o)
o.plot(fast=True)
o.animation(fast=True)
OpenDrift - OceanDrift 2025-02-06 07:37 to 2025-02-08 09:37 UTC (51 steps)
===========================
--------------------
Reader performance:
--------------------
global_landmask
 0:00:01.3  total
 0:00:00.0  preparing
 0:00:01.3  reading
 0:00:00.0  masking
--------------------
Performance:
    9.6 total time
    4.4 configuration
    0.0 preparing main loop
      0.0 moving elements to ocean
    5.0 main loop
      0.1 updating elements
    0.1 cleaning up
--------------------
===========================
Model:  OceanDrift     (OpenDrift version 1.12.0)
        1911 active Lagrangian3DArray particles  (89 deactivated, 0 scheduled)
-------------------
Environment variables:
  -----
  land_binary_mask
     1) global_landmask
  -----
Readers not added for the following variables:
  ocean_mixed_layer_thickness
  ocean_vertical_diffusivity
  sea_floor_depth_below_sea_level
  sea_surface_height
  sea_surface_swell_wave_peak_period_from_variance_spectral_density
  sea_surface_swell_wave_significant_height
  sea_surface_swell_wave_to_direction
  sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment
  sea_surface_wave_period_at_variance_spectral_density_maximum
  sea_surface_wave_significant_height
  sea_surface_wave_stokes_drift_x_velocity
  sea_surface_wave_stokes_drift_y_velocity
  sea_surface_wind_wave_mean_period
  sea_surface_wind_wave_significant_height
  sea_surface_wind_wave_to_direction
  surface_downward_x_stress
  surface_downward_y_stress
  turbulent_generic_length_scale
  turbulent_kinetic_energy
  upward_sea_water_velocity
  x_sea_water_velocity
  x_wind
  y_sea_water_velocity
  y_wind

Discarded readers:

Time:
        Start: 2025-02-06 07:37:39.883595 UTC
        Present: 2025-02-08 09:37:39.883595 UTC
        Calculation steps: 50 * 1:00:00 - total time: 2 days, 2:00:00
        Output steps: 51 * 1:00:00
===========================

07:37:49 WARNING opendrift.models.basemodel:2417: Plotting fast. This will make your plots less accurate.
07:37:55 WARNING opendrift.models.basemodel:2417: Plotting fast. This will make your plots less accurate.
/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)
07:37:56 INFO    opendrift.models.basemodel:4594: Saving animation to /root/project/docs/source/gallery/animations/example_seed_from_shapefile_0.gif...
07:38:22 INFO    opendrift.models.basemodel:3036: Time to make animation: 0:00:26.514014
../_images/example_seed_from_shapefile_0.gif

Total running time of the script: (0 minutes 48.198 seconds)

Gallery generated by Sphinx-Gallery