slayoo/pysdm-examples

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

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 and breakup examples:

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

  • Fig. 2:

• Berry 1967 (Box model, coalescence only, test cases for realistic kernels):

  • Figs. 5, 8 & 10:

• Bieli et al. 2022 (Box model, coalescence and breakup with fixed coalescence efficiency):

  • Fig. 3:

• deJong et al. 2023 (Box model, coalescence and breakup):

  • Figs. 3-5 (Berry 1967 coalescence efficiency):
  • Appendix figures (validation against Srivastava 1982 analytic solution):

0D box-model immersion freezing-only example:

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

0D parcel-model condensation only examples:

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

  • Fig. 5:

• Yang et al. 2018 (polydisperse size spectrum activation/deactivation test case):

  • Fig. 2:

• Abdul-Razzak & Ghan 2000 (aerosol activation parameterization for GCMs):

  • Figs. 1 - 5:

• Pyrcel documentation example (externally mixed polydisperse size spectrum activation test case):

  • supersaturation, temperature, wet radii evolution and dry spectra plots:

• Lowe et al. 2019 (externally mixed polydisperse size spectrum with surface-active organics case):

  • Fig. 1:
  • Fig. 2:
  • Fig. 3:

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

• Kreidenweis et al. 2003 (Adiabatic parcel, polydisperse size spectrum, aqueous‐phase SO2 oxidation test case):
  • Fig 1:
• Jaruga and Pawlowska 2018 (same test case as above, different numerical settings):
  • Fig 2:
  • Fig 3:

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

• Shipway & Hill 2012:

  • Fig 1 (thermodynamics/condensation only, no particle displacement yet):
    

• deJong et al. 2023 (Kinematic setup as in Shipway and Hill, including breakup with Berry 1967 coalescence efficiency):

  • Figs. 6-8:

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):
    

• 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):
    
  • Fig 2:
  • Fig 3: