plasticparcels
is a python package for simulating the transport and dispersion of plastics in the ocean.
The tool is based on the Parcels
computational Lagrangian ocean analysis framework (@Lange2017 and @Delandmeter2019), providing a modular and customisable collection of methods, notebooks, and tutorials for advecting virtual plastic particles with a wide range of physical properties. A peer reviewed paper describing plasticparcels
can be found here: .
plasticparcels
can be installed using conda
from the conda-forge
channel with the following command:
conda install conda-forge::plasticparcels
plasticparcels
has been developed for use with data from the Copernicus Marine Service, and requires the following data to run:
- Hydrodynamic model data: MOI GLO12 (psy4v3r1)
- Biogeochemical model data: MOI BIO4 (biomer4v2r1)
- Wave data: ECMWF ERA5 Wave (specifically, the variables
mean_wave_period
,peak_wave_period
,u_component_stokes_drift
, andv_component_stokes_drift
.) - Wind data: ECMWF ERA5 Wind (specifically, the variables
10m_u_component_of_wind
and10m_v_component_of_wind
)
For downloading the wind and wave data, we recommend using the CDS API.
To run most of the examples, you will need to update the data directories in the relevant settings .json
file.
Just like the parcels
framework, plasticparcels
can be adapted to use other hydrodynamic, biogeochemical, wave, and atmospheric models. If you require assistance, please contact us through the plasticparcels
discussions page.
We welcome contributions to plasticparcels
, especially example workbooks and analyses for our public examples page. To contribute to the project, please submit a pull request.
If you want to request a new feature, or if you find an issue or bug in the code, please open an issue in the plasticparcels
issue tracker.
If you would like support using plasticparcels
, or are have any questions about your plasticparcels
simulations, please start a discussion in the plasticparcels
discussion page.
For more information and documentation, see the plasticparcels documentation.