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PySDM usage examples reproducing results from literature and depicting how to use PySDM from Python Jupyter notebooks

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This repository stores example files for PySDM depicting usage of PySDM from Python via Jupyter. For information on the PySDM package itself and examples of usage from Julia and Matlab, see PySDM README.md file.

Please use the PySDM issue-tracking and discussion infrastructure for PySDM-examples as well.

0D box-model coalescence-only examples:

  • Shima et al. 2009 (Box model, coalescence only, test case employing Golovin analytical solution):

    • Fig. 2: nbviewer Binder Open In Colab
  • Berry 1967 (Box model, coalescence only, test cases for realistic kernels):

    • Figs. 5, 8 & 10: nbviewer Binder Open In Colab
  • Bieli et al. 2022 (Box model, coalescence and breakup with fixed coalescence efficiency):

    • Fig. 3: nbviewer Binder Open In Colab
  • [deJong Mackay 2022](under preparation) (Box model, coalescence and breakup with Berry 1967 coalescence efficiency):

    • Fig. 1: nbviewer Binder Open In Colab

0D box-model immersion freezing-only example:

  • Alpert & Knopf 2016 (stochastic immersion freezing with monodisperse vs. lognormal immersed surface areas):
    • Fig. 1: nbviewer Binder Open In Colab
    • Fig. 2: nbviewer Binder Open In Colab
    • Fig. 3: nbviewer Binder Open In Colab
    • Fig. 4: nbviewer Binder Open In Colab
    • Fig. 5: nbviewer Binder Open In Colab

0D parcel-model condensation only examples:

  • Arabas & Shima 2017 (monodisperse size spectrum activation/deactivation test case):

    • Fig. 5: nbviewer Binder Open In Colab
  • Yang et al. 2018 (polydisperse size spectrum activation/deactivation test case):

    • Fig. 2: nbviewer Binder Open In Colab
  • Abdul-Razzak & Ghan 2000 (aerosol activation parameterization for GCMs):

    • Figs. 1 - 5: nbviewer Binder Open In Colab
  • Pyrcel documentation example (externally mixed polydisperse size spectrum activation test case):

    • supersaturation, temperature, wet radii evolution and dry spectra plots: nbviewer Binder Open In Colab
  • Lowe et al. 2019 (externally mixed polydisperse size spectrum with surface-active organics case):

    • Fig. 1: nbviewer Binder Open In Colab
    • Fig. 2: nbviewer Binder Open In Colab
    • Fig. 3: nbviewer Binder Open In Colab

0D parcel-model condensation/aqueous-chemistry example:

1D kinematic (prescribed-flow, single-column):

  • Shipway & Hill 2012:

    • Fig 1 (thermodynamics/condensation only, no particle displacement yet):
      nbviewer Binder Open In Colab
  • [deJong Mackay 2022](under preparation) (Kinematic setup as in Shipway and Hill, including breakup with Berry 1967 coalescence efficiency):

    • Fig. 1: nbviewer Binder Open In Colab

2D kinematic (prescribed-flow) Sc-mimicking aerosol collisional processing (warm-rain) examples:

  • Arabas et al. 2015

    • Figs. 8 & 9 (interactive web-GUI with product selection, parameter sliders and netCDF/plot export buttons):
      nbviewer Binder Open In Colab
  • Bartman et al. 2021 (in preparation):

    • Fig 1 (default-settings based script generating a netCDF file and loading it subsequently to create the animation below):
      nbviewer Binder Open In Colab
    • Fig 2: nbviewer Binder Open In Colab
    • Fig 3: nbviewer Binder Open In Colab

animation

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PySDM usage examples reproducing results from literature and depicting how to use PySDM from Python Jupyter notebooks

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