pysdm-examples 2.25

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

PySDM-examples

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 (validation against Srivastava 1982 analytic solution):
  • Figs. 6-8 (Berry 1967 coalescence efficiency):

0D box-model immersion freezing-only examples:

• Alpert & Knopf 2016 (stochastic immersion freezing with monodisperse vs. lognormal immersed surface areas):
  • Fig. 1:
  • Fig. 2:
  • Fig. 3:
  • Fig. 4:
  • Fig. 5:
• Arabas et al. 2023 (singular vs. time-dependent immersion freezing)
  • Fig. 2:
  • Figs. 3, 7, 8:
  • Figs. 5, 6:

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:
• Grabowski & Pawlowska 2023 (polydisperse size spectrum activation test case):
  • Fig. 1:
  • Fig. 2:
  • Fig. 3:
  • Fig. 4:

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. (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:

• Arabas et al. 2023 (singular vs. time-dependent immersion freezing)

  • Fig. 11: