reproduce_plots.md

Reproduce figures in report

This list summarizes the required steps to reproduce the results presented in the report. Most script use helper functions defined in src/helpers. These provide the MWI channel specifications at 183 GHz (mwi_183.py) and a function to read the SRF data (srf_reader.py) as well as color settings for plots.

• Figure 1: SRF measurements
  • srf_viewer.py
• Figure 2: ERA-5 integrated hydrometeors
  • era5.py
• Figure 3: TB spectra
  • tb_spectra.py
• Figure 4: Difference between SRFs
  • srf_comparison.py
• Figure 5: Systematic SRF perturbations
  • Defined in tb_mwi_calculation.py and plotted in view_srf_perturbations.py
• Figure 6: Effect of systematic perturbations
  • srf_perturbation.py
• Figure 7: Effect of sampling interval reduction
  • srf_reduced_sampling.py
• Figure 8: Differences between MWI estimates and observation (clear-sky)
  • dtb_mwi_est.py
• Figure 9: Differences between MWI estimates and observation (hydrometeor effect)
  • dtb_mwi_est_era5_grid.py