Show dominating source

import os
from datetime import datetime
import xarray as xr
import opendrift
from opendrift.models.oceandrift import OceanDrift

of = 'test.nc'

Seed elements at 5 different locations/longitudes

lons = [4, 4.2, 4.3, 4.32, 4.6]
t = datetime.now()

o = OceanDrift(loglevel=20)
o.set_config('environment:constant:y_sea_water_velocity', .1)

for i, lon in enumerate(lons):
    o.seed_elements(lon=lon, lat=60, radius=3000, number=2000, time=t, origin_marker_name='Lon %f' % lon)
o.run(steps=15, outfile=of)

21:59:58 INFO    opendrift:509: OpenDriftSimulation initialised (version 1.13.0 / v1.13.0-61-gf300067)
21:59:58 INFO    opendrift.models.basemodel.environment:206: Adding a dynamical landmask with max. priority based on assumed maximum speed of 2.0 m/s. Adding a customised landmask may be faster...
22:00:02 INFO    opendrift.models.basemodel.environment:233: Fallback values will be used for the following variables which have no readers:
22:00:02 INFO    opendrift.models.basemodel.environment:236:    x_sea_water_velocity: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_height: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    x_wind: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    y_wind: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    upward_sea_water_velocity: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    ocean_vertical_diffusivity: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wave_significant_height: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wave_stokes_drift_x_velocity: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wave_stokes_drift_y_velocity: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wave_period_at_variance_spectral_density_maximum: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_swell_wave_to_direction: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_swell_wave_peak_period_from_variance_spectral_density: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_swell_wave_significant_height: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wind_wave_to_direction: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wind_wave_mean_period: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_surface_wind_wave_significant_height: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    surface_downward_x_stress: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    surface_downward_y_stress: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    turbulent_kinetic_energy: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    turbulent_generic_length_scale: 0.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    ocean_mixed_layer_thickness: 50.000000
22:00:02 INFO    opendrift.models.basemodel.environment:236:    sea_floor_depth_below_sea_level: 10000.000000
22:00:02 INFO    opendrift:919: Using existing reader for land_binary_mask
22:00:02 INFO    opendrift:930: All points are in ocean
22:00:02 INFO    opendrift:2056: 2025-03-05 21:59:58.138967 - step 1 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-05 22:59:58.138967 - step 2 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-05 23:59:58.138967 - step 3 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 00:59:58.138967 - step 4 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 01:59:58.138967 - step 5 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 02:59:58.138967 - step 6 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 03:59:58.138967 - step 7 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 04:59:58.138967 - step 8 of 15 - 10000 active elements (0 deactivated)
22:00:02 INFO    opendrift:2056: 2025-03-06 05:59:58.138967 - step 9 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 06:59:58.138967 - step 10 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 07:59:58.138967 - step 11 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 08:59:58.138967 - step 12 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 09:59:58.138967 - step 13 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 10:59:58.138967 - step 14 of 15 - 10000 active elements (0 deactivated)
22:00:03 INFO    opendrift:2056: 2025-03-06 11:59:58.138967 - step 15 of 15 - 10000 active elements (0 deactivated)

<xarray.Dataset> Size: 24MB
Dimensions:                                                                              (
                                                                                          trajectory: 10000,
                                                                                          time: 16)
Coordinates:
  * trajectory                                                                           (trajectory) int32 40kB ...
  * time                                                                                 (time) datetime64[ns] 128B ...
Data variables: (12/35)
    status                                                                               (trajectory, time) float64 1MB ...
    moving                                                                               (trajectory, time) float64 1MB ...
    age_seconds                                                                          (trajectory, time) float32 640kB ...
    origin_marker                                                                        (trajectory, time) float64 1MB ...
    lon                                                                                  (trajectory, time) float32 640kB ...
    lat                                                                                  (trajectory, time) float32 640kB ...
    ...                                                                                   ...
    surface_downward_y_stress                                                            (trajectory, time) float32 640kB ...
    turbulent_kinetic_energy                                                             (trajectory, time) float32 640kB ...
    turbulent_generic_length_scale                                                       (trajectory, time) float32 640kB ...
    ocean_mixed_layer_thickness                                                          (trajectory, time) float32 640kB ...
    sea_floor_depth_below_sea_level                                                      (trajectory, time) float32 640kB ...
    land_binary_mask                                                                     (trajectory, time) float32 640kB ...
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:                                            ...

xarray.Dataset

• Dimensions:
  • trajectory: 10000
  • time: 16
• Coordinates: (2)
  • trajectory
    (trajectory)
    int32
    0 1 2 3 4 ... 9996 9997 9998 9999

    cf_role :

    trajectory_id

    array([   0,    1,    2, ..., 9997, 9998, 9999], dtype=int32)

  • time
    (time)
    datetime64[ns]
    2025-03-05T21:59:58.138967040 .....

    standard_name :

    time

    long_name :

    time

    array(['2025-03-05T21:59:58.138967040', '2025-03-05T22:59:58.138967040',
           '2025-03-05T23:59:58.138967040', '2025-03-06T00:59:58.138967040',
           '2025-03-06T01:59:58.138967040', '2025-03-06T02:59:58.138967040',
           '2025-03-06T03:59:58.138967040', '2025-03-06T04:59:58.138967040',
           '2025-03-06T05:59:58.138967040', '2025-03-06T06:59:58.138967040',
           '2025-03-06T07:59:58.138967040', '2025-03-06T08:59:58.138967040',
           '2025-03-06T09:59:58.138967040', '2025-03-06T10:59:58.138967040',
           '2025-03-06T11:59:58.138967040', '2025-03-06T12:59:58.138967040'],
          dtype='datetime64[ns]')

• Data variables: (35)
  • status
    (trajectory, time)
    float64
    ...

    valid_range :

    [0 0]

    flag_values :

    0

    flag_meanings :

    active

    [160000 values with dtype=float64]

  • moving
    (trajectory, time)
    float64
    ...

    minval :

    1

    maxval :

    1

    [160000 values with dtype=float64]

  • age_seconds
    (trajectory, time)
    float32
    ...

    units :

    s

    minval :

    0.0

    maxval :

    54000.0

    [160000 values with dtype=float32]

  • origin_marker
    (trajectory, time)
    float64
    ...

    unit :

    description :

    An integer kept constant during the simulation. Different values may be used for different seedings, to separate elements during analysis. With GUI, only a single seeding is possible.

    flag_values :

    [0 1 2 3 4]

    flag_meanings :

    Lon_4.000000 Lon_4.200000 Lon_4.300000 Lon_4.320000 Lon_4.600000

    minval :

    0

    maxval :

    4

    [160000 values with dtype=float64]

  • lon
    (trajectory, time)
    float32
    ...

    units :

    degrees_east

    standard_name :

    longitude

    long_name :

    longitude

    axis :

    X

    minval :

    3.835968

    maxval :

    4.7932105

    [160000 values with dtype=float32]

  • lat
    (trajectory, time)
    float32
    ...

    units :

    degrees_north

    standard_name :

    latitude

    long_name :

    latitude

    axis :

    Y

    minval :

    59.880264

    maxval :

    60.150818

    [160000 values with dtype=float32]

  • z
    (trajectory, time)
    float32
    ...

    units :

    m

    standard_name :

    z

    long_name :

    vertical position

    axis :

    Z

    positive :

    up

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • wind_drift_factor
    (trajectory, time)
    float32
    ...

    units :

    1

    description :

    Elements at surface are moved with this fraction of the vind vector, in addition to currents and Stokes drift

    minval :

    0.02

    maxval :

    0.02

    [160000 values with dtype=float32]

  • current_drift_factor
    (trajectory, time)
    float32
    ...

    units :

    1

    description :

    Elements are moved with this fraction of the current vector, in addition to currents and Stokes drift

    minval :

    1.0

    maxval :

    1.0

    [160000 values with dtype=float32]

  • terminal_velocity
    (trajectory, time)
    float32
    ...

    units :

    m/s

    description :

    Terminal rise/sinking velocity (buoyancy) in the ocean column

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • x_sea_water_velocity
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • y_sea_water_velocity
    (trajectory, time)
    float32
    ...

    minval :

    0.1

    maxval :

    0.1

    [160000 values with dtype=float32]

  • sea_surface_height
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • x_wind
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • y_wind
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • upward_sea_water_velocity
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • ocean_vertical_diffusivity
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wave_significant_height
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wave_stokes_drift_x_velocity
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wave_stokes_drift_y_velocity
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wave_period_at_variance_spectral_density_maximum
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment
    (trajectory, time)
    float32
    ...

    minval :

    1.2566371

    maxval :

    1.2566371

    [160000 values with dtype=float32]

  • sea_surface_swell_wave_to_direction
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_swell_wave_peak_period_from_variance_spectral_density
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_swell_wave_significant_height
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wind_wave_to_direction
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wind_wave_mean_period
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • sea_surface_wind_wave_significant_height
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • surface_downward_x_stress
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • surface_downward_y_stress
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • turbulent_kinetic_energy
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • turbulent_generic_length_scale
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

  • ocean_mixed_layer_thickness
    (trajectory, time)
    float32
    ...

    minval :

    50.0

    maxval :

    50.0

    [160000 values with dtype=float32]

  • sea_floor_depth_below_sea_level
    (trajectory, time)
    float32
    ...

    minval :

    10000.0

    maxval :

    10000.0

    [160000 values with dtype=float32]

  • land_binary_mask
    (trajectory, time)
    float32
    ...

    minval :

    0.0

    maxval :

    0.0

    [160000 values with dtype=float32]

• Indexes: (2)
  • trajectory
    PandasIndex

    PandasIndex(Index([   0,    1,    2,    3,    4,    5,    6,    7,    8,    9,
           ...
           9990, 9991, 9992, 9993, 9994, 9995, 9996, 9997, 9998, 9999],
          dtype='int32', name='trajectory', length=10000))

  • time
    PandasIndex

    PandasIndex(DatetimeIndex(['2025-03-05 21:59:58.138967040',
                   '2025-03-05 22:59:58.138967040',
                   '2025-03-05 23:59:58.138967040',
                   '2025-03-06 00:59:58.138967040',
                   '2025-03-06 01:59:58.138967040',
                   '2025-03-06 02:59:58.138967040',
                   '2025-03-06 03:59:58.138967040',
                   '2025-03-06 04:59:58.138967040',
                   '2025-03-06 05:59:58.138967040',
                   '2025-03-06 06:59:58.138967040',
                   '2025-03-06 07:59:58.138967040',
                   '2025-03-06 08:59:58.138967040',
                   '2025-03-06 09:59:58.138967040',
                   '2025-03-06 10:59:58.138967040',
                   '2025-03-06 11:59:58.138967040',
                   '2025-03-06 12:59:58.138967040'],
                  dtype='datetime64[ns]', name='time', freq=None))

• Attributes: (153)

  Conventions :

  CF-1.11, ACDD-1.3

  standard_name_vocabulary :

  CF Standard Name Table v85

  featureType :

  trajectory

  title :

  OpenDrift trajectory simulation

  summary :

  Output from simulation with OpenDrift framework

  keywords :

  trajectory, drift, lagrangian, simulation

  history :

  Created 2025-03-05 22:00:02.269430

  date_created :

  2025-03-05T22:00:02.269448

  source :

  Output from simulation with OpenDrift

  model_url :

  https://github.com/OpenDrift/opendrift

  opendrift_class :

  OceanDrift

  opendrift_module :

  opendrift.models.oceandrift

  readers :

  odict_keys(['constant_reader', 'global_landmask'])

  time_coverage_start :

  2025-03-05 21:59:58.138967

  time_step_calculation :

  1:00:00

  time_step_output :

  1:00:00

  config_environment:constant:x_sea_water_velocity :

  None

  config_environment:fallback:x_sea_water_velocity :

  0

  config_environment:constant:y_sea_water_velocity :

  0.1

  config_environment:fallback:y_sea_water_velocity :

  0

  config_environment:constant:sea_surface_height :

  None

  config_environment:fallback:sea_surface_height :

  0

  config_environment:constant:x_wind :

  None

  config_environment:fallback:x_wind :

  0

  config_environment:constant:y_wind :

  None

  config_environment:fallback:y_wind :

  0

  config_environment:constant:upward_sea_water_velocity :

  None

  config_environment:fallback:upward_sea_water_velocity :

  0

  config_environment:constant:ocean_vertical_diffusivity :

  None

  config_environment:fallback:ocean_vertical_diffusivity :

  0

  config_environment:constant:sea_surface_wave_significant_height :

  None

  config_environment:fallback:sea_surface_wave_significant_height :

  0

  config_environment:constant:sea_surface_wave_stokes_drift_x_velocity :

  None

  config_environment:fallback:sea_surface_wave_stokes_drift_x_velocity :

  0

  config_environment:constant:sea_surface_wave_stokes_drift_y_velocity :

  None

  config_environment:fallback:sea_surface_wave_stokes_drift_y_velocity :

  0

  config_environment:constant:sea_surface_wave_period_at_variance_spectral_density_maximum :

  None

  config_environment:fallback:sea_surface_wave_period_at_variance_spectral_density_maximum :

  0

  config_environment:constant:sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment :

  None

  config_environment:fallback:sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment :

  0

  config_environment:constant:sea_surface_swell_wave_to_direction :

  None

  config_environment:fallback:sea_surface_swell_wave_to_direction :

  0

  config_environment:constant:sea_surface_swell_wave_peak_period_from_variance_spectral_density :

  None

  config_environment:fallback:sea_surface_swell_wave_peak_period_from_variance_spectral_density :

  0

  config_environment:constant:sea_surface_swell_wave_significant_height :

  None

  config_environment:fallback:sea_surface_swell_wave_significant_height :

  0

  config_environment:constant:sea_surface_wind_wave_to_direction :

  None

  config_environment:fallback:sea_surface_wind_wave_to_direction :

  0

  config_environment:constant:sea_surface_wind_wave_mean_period :

  None

  config_environment:fallback:sea_surface_wind_wave_mean_period :

  0

  config_environment:constant:sea_surface_wind_wave_significant_height :

  None

  config_environment:fallback:sea_surface_wind_wave_significant_height :

  0

  config_environment:constant:surface_downward_x_stress :

  None

  config_environment:fallback:surface_downward_x_stress :

  0

  config_environment:constant:surface_downward_y_stress :

  None

  config_environment:fallback:surface_downward_y_stress :

  0

  config_environment:constant:turbulent_kinetic_energy :

  None

  config_environment:fallback:turbulent_kinetic_energy :

  0

  config_environment:constant:turbulent_generic_length_scale :

  None

  config_environment:fallback:turbulent_generic_length_scale :

  0

  config_environment:constant:ocean_mixed_layer_thickness :

  None

  config_environment:fallback:ocean_mixed_layer_thickness :

  50

  config_environment:constant:sea_floor_depth_below_sea_level :

  None

  config_environment:fallback:sea_floor_depth_below_sea_level :

  10000

  config_environment:constant:land_binary_mask :

  None

  config_environment:fallback:land_binary_mask :

  None

  config_general:use_auto_landmask :

  True

  config_drift:current_uncertainty :

  0

  config_drift:current_uncertainty_uniform :

  0

  config_drift:max_speed :

  2.0

  config_readers:max_number_of_fails :

  1

  config_general:simulation_name :

  config_general:coastline_action :

  stranding

  config_general:coastline_approximation_precision :

  0.001

  config_general:time_step_minutes :

  60

  config_general:time_step_output_minutes :

  None

  config_seed:ocean_only :

  True

  config_seed:number :

  1

  config_drift:max_age_seconds :

  None

  config_drift:advection_scheme :

  euler

  config_drift:horizontal_diffusivity :

  0

  config_drift:profiles_depth :

  50

  config_drift:wind_uncertainty :

  0

  config_drift:relative_wind :

  False

  config_drift:deactivate_north_of :

  None

  config_drift:deactivate_south_of :

  None

  config_drift:deactivate_east_of :

  None

  config_drift:deactivate_west_of :

  None

  config_seed:origin_marker :

  0

  config_seed:z :

  0

  config_seed:wind_drift_factor :

  0.02

  config_seed:current_drift_factor :

  1

  config_seed:terminal_velocity :

  0.0

  config_drift:vertical_advection :

  True

  config_drift:vertical_mixing :

  False

  config_vertical_mixing:timestep :

  60

  config_vertical_mixing:diffusivitymodel :

  environment

  config_vertical_mixing:background_diffusivity :

  1.2e-05

  config_vertical_mixing:TSprofiles :

  False

  config_drift:wind_drift_depth :

  0.1

  config_drift:stokes_drift :

  True

  config_drift:stokes_drift_profile :

  Phillips

  config_drift:use_tabularised_stokes_drift :

  False

  config_drift:tabularised_stokes_drift_fetch :

  25000

  config_general:seafloor_action :

  lift_to_seafloor

  config_drift:truncate_ocean_model_below_m :

  None

  config_seed:seafloor :

  False

  opendrift_version :

  1.13.0

  seed_geojson :

  {"features": [], "type": "FeatureCollection"}

  simulation_time :

  2025-03-05 22:00:02.275614

  reader_x_sea_water_velocity :

  0

  reader_y_sea_water_velocity :

  0.1

  reader_sea_surface_height :

  0

  reader_x_wind :

  0

  reader_y_wind :

  0

  reader_upward_sea_water_velocity :

  0

  reader_ocean_vertical_diffusivity :

  0

  reader_sea_surface_wave_significant_height :

  0

  reader_sea_surface_wave_stokes_drift_x_velocity :

  0

  reader_sea_surface_wave_stokes_drift_y_velocity :

  0

  reader_sea_surface_wave_period_at_variance_spectral_density_maximum :

  0

  reader_sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment :

  0

  reader_sea_surface_swell_wave_to_direction :

  0

  reader_sea_surface_swell_wave_peak_period_from_variance_spectral_density :

  0

  reader_sea_surface_swell_wave_significant_height :

  0

  reader_sea_surface_wind_wave_to_direction :

  0

  reader_sea_surface_wind_wave_mean_period :

  0

  reader_sea_surface_wind_wave_significant_height :

  0

  reader_surface_downward_x_stress :

  0

  reader_surface_downward_y_stress :

  0

  reader_turbulent_kinetic_energy :

  0

  reader_turbulent_generic_length_scale :

  0

  reader_ocean_mixed_layer_thickness :

  50

  reader_sea_floor_depth_below_sea_level :

  10000

  reader_land_binary_mask :

  ['global_landmask']

  time_coverage_end :

  2025-03-06 12:59:58.138967

  time_coverage_duration :

  P0DT15H0M0S

  time_coverage_resolution :

  P0DT1H0M0S

  performance :

  -------------------- Reader performance: -------------------- constant_reader 0:00:00.0 total 0:00:00.0 preparing 0:00:00.0 reading 0:00:00.0 masking -------------------- global_landmask 0:00:00.0 total 0:00:00.0 preparing 0:00:00.0 reading 0:00:00.0 masking -------------------- Performance: 5.2 total time 3.9 configuration 0.0 preparing main loop 0.0 moving elements to ocean 1.2 main loop 0.0 updating elements 0.0 cleaning up --------------------

  geospatial_bounds_crs :

  EPSG:4326

  geospatial_bounds_vertical_crs :

  EPSG:5831

  geospatial_lat_min :

  59.880264

  geospatial_lat_max :

  60.150818

  geospatial_lat_units :

  degrees_north

  geospatial_lat_resolution :

  point

  geospatial_lon_min :

  3.835968

  geospatial_lon_max :

  4.7932105

  geospatial_lon_units :

  degrees_east

  geospatial_lon_resolution :

  point

  runtime :

  0:00:05.280242

  geospatial_vertical_min :

  0.0

  geospatial_vertical_max :

  0.0

  geospatial_vertical_positive :

  up

Calculate spatial density of elements at 1500m grid spacing

d = o.get_histogram(pixelsize_m=1500, weights=None)
dom = d.argmax(dim='origin_marker', skipna=True)
dom = dom.where(d.sum(dim='origin_marker')>0)
dom.name = 'Dominating source'

22:00:04 INFO    opendrift:3887:        calculating for origin_marker 0...
22:00:04 INFO    opendrift:3887:        calculating for origin_marker 1...
22:00:04 INFO    opendrift:3887:        calculating for origin_marker 2...
22:00:04 INFO    opendrift:3887:        calculating for origin_marker 3...
22:00:04 INFO    opendrift:3887:        calculating for origin_marker 4...

Show which of the 5 sources are dominating within each grid cell

o.animation(background=dom, show_elements=False, bgalpha=1,
             legend=list(o.origin_marker.values()), colorbar=False, vmin=0, vmax=4)

/opt/conda/envs/opendrift/lib/python3.11/site-packages/cartopy/mpl/geoaxes.py:1692: UserWarning: No data for colormapping provided via 'c'. Parameters 'vmin', 'vmax' will be ignored
  result = super().scatter(*args, **kwargs)
22:00:18 INFO    opendrift:4600: Saving animation to /root/project/docs/source/gallery/animations/example_dominating_0.gif...
22:00:29 INFO    opendrift:3036: Time to make animation: 0:00:24.428647

os.remove(of)