Procedures

ProcedureLocationProcedure TypeDescription
activate_cloud_number module_mp_tempo_main Function

calculations numer of cloud droplets activated

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aerosol_check_and_update module_mp_tempo_main Subroutine

sets aerosol number concentrations and checks bounds
aerosol_collection_efficiency module_mp_tempo_aerosols Function

computes aerosol collection efficiency for precipitation scavenging from Wang et al. (2010)
aerosol_scavenging module_mp_tempo_main Subroutine

scavenging of aerosols by rain, snow, and graupel
build_table_freezewater module_mp_tempo_tables Subroutine

build lookup table data for frozen cloud and rain water
build_table_qr_acr_qg module_mp_tempo_tables Subroutine

build lookup table data for rain-graupel collection
build_table_qr_acr_qs module_mp_tempo_tables Subroutine

build lookup table data for rain-snow collection
calc_cloud_number module_mp_tempo_utils Function

calculates cloud number mixing ratio from mass
calc_gamma_cf module_mp_tempo_utils Function

solves the normalized upper gamma function using a continued fractions method (modified Lentz Algorithm) see also Numerical Recipes in Fortran

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calc_gamma_p module_mp_tempo_utils Function

normalized lower gamma function calculated either with a series expansion or continued fraction method

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calc_gamma_series module_mp_tempo_utils Function

solves the normalized lower gamma function

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calc_ice_number module_mp_tempo_utils Function

calculates ice number mixing ratio from mass fit of the RRTMG ice effective radius table and code by Gemini calculate the radiative effective size of ice. converts temperature from kelvin to celsius and applies a single continuous rational function to replace the discrete lookup. single continuous function for all temperatures safety clamp: strictly bound the radius for extreme hot/cold convert effective radius (microns) to diameter (meters) calculate the number concentration from the mean size and mass mixing ratio, assuming an inverse exponential size distribution.
calc_rain_number module_mp_tempo_utils Function

calculates rain number mixing ratio from mass Original note from Greg: Not thrilled with it, but set y-intercept parameter to Marshall-Palmer value that basically assumes melting snow becomes typical rain. However, for -2C < T < 0C, make linear increase in exponent to attempt to keep supercooled collision-coalescence (warm-rain) similar to drizzle rather than bigger rain drops. While this could also exist at T > 0C, it is more difficult to assume it directly from having mass and not number.
calc_rsif module_mp_tempo_utils Function

calculates ice saturation vapor mixing ratio
calc_rslf module_mp_tempo_utils Function

calculates liquid saturation vapor mixing ratio

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check_before_table_read module_mp_tempo_driver Subroutine

checks that lookup tables exist and are the correct size before attempting to read them
check_over_depletion module_mp_tempo_main Subroutine

check to ensure that loss terms don't over-deplete a category and adjusts tendencies if needed
cloud_check_and_update module_mp_tempo_main Subroutine

computes cloud water contents, ilamc, and mvd_c and checks bounds
cloud_condensation module_mp_tempo_main Subroutine

cloud condensation and evaporation
cloud_fallspeed module_mp_tempo_main Subroutine

calculates mass and number weighted fall speeds for cloud and the top k-level of sedimentation
complex_ice_maetzler module_mp_tempo_diags Function

complex refractive index of ice from Maetzler (1998) calculated as function of temperature t [Celsius] (valid from -250 to 0) and radar wavelength lambda [m] (valid from 0.0001 to 30)

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complex_water_ray module_mp_tempo_diags Function

complex refractive index of water from Ray (1972) calculated as function of temperature t [Celsius] (valid from -10 to 30) and radar wavelength lambda [m] (valid from 0.001 to 1)

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compute_drop_evap module_mp_tempo_utils Subroutine

calculates droplet evaporation data
compute_efrw module_mp_tempo_utils Subroutine

collision efficiency for rain collecting cloud water from Beard and Grover (1974) if a/A < 0.25 https://doi.org/10.1175/1520-0469(1974)031<0543:NCEFSR>2.0.CO;2 otherwise uses polynomials to get close match of Pruppacher and Klett Fig. 14-9
compute_efsw module_mp_tempo_utils Subroutine

collision efficiency for snow collecting cloud water from Wang and Ji (2000) https://doi.org/10.1175/1520-0469(2000)057<1001:CEOICA>2.0.CO;2 equating melted snow diameter to effective collision cross-section
compute_hail_fraction module_mp_tempo_main Subroutine

compute hail fraction and hail mass from graupel mass and density
create_bins module_mp_tempo_params Subroutine

calculates log-spaced bins of hydrometer sizes to simplify calculations later
demott_nucleation module_mp_tempo_main Function

DeMott nucleation
effective_radius module_mp_tempo_diags Subroutine

effective radius values for cloud water, cloud ice and snow

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find_melting_level module_mp_tempo_diags Function

finds the melting level
freeze_cloud_melt_ice module_mp_tempo_main Subroutine
freezewater module_mp_tempo_tables Subroutine

calculates the probability of drops of a particular volume freezing from Bigg (1953) https://doi.org/10.1002/qj.49707934207

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freezing_rain module_mp_tempo_diags Subroutine

estimates freezing rain/drizzle accumulation
gather module_mp_tempo_tables Subroutine

wrapper to simplify MPI_Gatherv
get_cloud_number module_mp_tempo_main Interface
get_cloud_table_index module_mp_tempo_main Subroutine

get cloud table index from mass and number
get_constant_cloud_number module_mp_tempo_utils Subroutine

returns land-specific value of cloud droplet number concentration when aerosol-aware = false if land = 1, else returns ocean-specific value
get_graupel_table_index module_mp_tempo_main Subroutine

get graupel table indices from graupel mass, lambda, and density index
get_ice_table_index module_mp_tempo_main Subroutine

get ice table index from mass and number
get_in_table_index module_mp_tempo_main Subroutine

get ice nuclei table index
get_index_for_rank module_mp_tempo_tables Subroutine

returns start and end index values for an array dimension of size idx distributed over num_procs
get_nuc module_mp_tempo_utils Function

returns nu_c for cloud water (values from 2-15)
get_rain_table_index module_mp_tempo_main Subroutine

get rain table indices from rain mass and lambda
get_snow_table_index module_mp_tempo_main Subroutine

get snow table index from snow mass
get_t1_subl module_mp_tempo_main Subroutine

calculations thermodynamic term used in depositional growth and melting
get_temperature_table_index module_mp_tempo_main Subroutine

get temperature table index
get_version module_mp_tempo_params Subroutine

returns the tempo version string from the README.md file or returns empty string if not found
graupel_check_and_update module_mp_tempo_main Subroutine

computes graupel contents, ilamg, and mvd_g and checks bounds
graupel_fallspeed module_mp_tempo_main Subroutine

calculates mass and number weighted fall speeds for graupel and optionally the substepping required and the top k-level of sedimentation
graupel_init module_mp_tempo_main Subroutine

initializes graupel number and volume if both are zero and hail-aware = true
hail_check_and_update module_mp_tempo_main Subroutine

computes hail contents and ilamh Intercept parameter from Jensen el al. (2023)
hail_fallspeed module_mp_tempo_main Subroutine

calculates mass weighted fall speeds for hail and optionally the substepping required and the top k-level of sedimentation
ice_check_and_update module_mp_tempo_main Subroutine

computes ice contents, ilami and checks bounds
ice_fallspeed module_mp_tempo_main Subroutine

calculates mass and number weighted fall speeds for ice and the substepping required and the top k-level of sedimentation
ice_nucleation module_mp_tempo_main Subroutine

ice nulceation

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ice_processes module_mp_tempo_main Subroutine

ice processes including cloud ice depositional growth, conversion of cloud ice to snow, snow collecting cloud ice, rain collecting cloud ice, snow depositional growth, and graupel sublimation
init_ice_friendly_aerosols module_mp_tempo_aerosols Subroutine

sets ice-friendly aerosols to an exponential profile if aerosol-aware = true and no initial condition is provided by the host model
init_ml_data module_mp_tempo_driver Subroutine

initialize machine learning data for tempo microphysics
init_water_friendly_aerosols module_mp_tempo_aerosols Subroutine

sets water-friendly aerosols to an exponential profile if aerosol-aware = true and no initial condition is provided by the host model
initialize_array_efrw module_mp_tempo_params Subroutine

initializes the collision efficiency data array for rain collecting cloud water

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initialize_array_efsw module_mp_tempo_params Subroutine

initializes the collision efficiency data array for snow collecting cloud water

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initialize_arrays_ccn module_mp_tempo_params Subroutine

initialize data arrays for ccn lookup table

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initialize_arrays_drop_evap module_mp_tempo_params Subroutine

initialize data arrays for drop evaporation data

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initialize_arrays_freezewater module_mp_tempo_params Subroutine

initialize data arrays for Bigg (1953) freezing of cloud water and rain

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initialize_arrays_qi_aut_qs module_mp_tempo_params Subroutine

initializes data arrays for cloud ice to snow conversion and growth

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initialize_arrays_qr_acr_qg module_mp_tempo_params Subroutine

initialize data arrays for rain-graupel collection

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initialize_arrays_qr_acr_qs module_mp_tempo_params Subroutine

initialize data arrays for rain-snow collection

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initialize_bins_for_hail_size module_mp_tempo_params Subroutine

initialize log-spaced bins for hail size calculation
initialize_bins_for_radar module_mp_tempo_params Subroutine

initialize log-spaced bins for radar calculation
initialize_bins_for_tables module_mp_tempo_params Subroutine

initialize log-spaced bins of hydrometer quantities used for lookup tables
initialize_graupel_vars module_mp_tempo_params Subroutine

initialize graupel variables based on hail-aware configuration flag
initialize_parameters module_mp_tempo_params Subroutine

initialize tempo parameters and variables
koop_nucleation module_mp_tempo_main Function

aqueous solution freezing of water from Koop et al. (2000) newer research suggests that the freezing rate should be lower than original paper, so J_rate is reduced by two orders of magnitude
max_hail_diam module_mp_tempo_diags Subroutine

estimates maximmum hail diameter [mm] using a binned approach

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melting module_mp_tempo_main Subroutine

melting of snow and graupel

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qi_aut_qs module_mp_tempo_utils Subroutine

calculates cloud ice conversion to snow and depositional growth by binning cloud ice distributions and determining both the size bins > d0s (that are converted to snow) and the depositional growth up to d0s (for cloud ice) and > d0s for snow following Harrington et al. (1995) https://doi.org/10.1175/1520-0469(1995)052<4344:POICCP>2.0.CO;2
qr_acr_qg module_mp_tempo_tables Subroutine

rain collecting graupel (and inverse) using explicit integration
qr_acr_qs module_mp_tempo_tables Subroutine

calculates rain collecting snow (and inverse)
rain_check_and_update module_mp_tempo_main Subroutine

computes rain water contents, ilamr, and mvd_r and checks bounds
rain_evaporation module_mp_tempo_main Subroutine

rain evaporation that includes reduction in the evaporation rate in the presence of melting graupel

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rain_fallspeed module_mp_tempo_main Subroutine

calculates mass and number weighted fall speeds for rain and optionally the substepping required and the top k-level of sedimentation
rain_snow_rain_graupel module_mp_tempo_main Subroutine

calculates rain-snow and rain-graupel collection

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rayleigh_soak_wetgraupel module_mp_tempo_diags Subroutine

calculates backscatter cross section of wet snow or graupel using Maxwell-Garnett mixing formula and Rayleigh approximation

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read_table_ccn module_mp_tempo_driver Subroutine

read static file containing CCN activation of aerosols; the data were created from a parcel model by Feingold and Heymsfield (1992) https://doi.org/10.1175/1520-0469(1992)049<2325:POCGOD>2.0.CO;2 with further changes by Eidhammer and Kreidenweis
read_table_freezewater module_mp_tempo_driver Subroutine

read lookup table for frozen cloud and rain water
read_table_qr_acr_qg module_mp_tempo_driver Subroutine

read lookup table for rain-graupel collection
read_table_qr_acr_qs module_mp_tempo_driver Subroutine

read lookup table for rain-snow collection
reflectivity_10cm module_mp_tempo_diags Subroutine

10-cm radar reflectivity

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reflectivity_from_melting_graupel module_mp_tempo_diags Function

calculates radar reflectivity from melting graupel using binned approach

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reflectivity_from_melting_snow module_mp_tempo_diags Function

calculates radar reflectivity from melting snow using binned approach

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relu_activation module_mp_tempo_ml Subroutine

relu activation function
resolve_nc_value module_mp_tempo_cfgs Function

resolve the cloud number concentration value based on the input option
riming module_mp_tempo_main Subroutine

snow and graupel riming

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save_or_read_ml_data module_mp_tempo_ml Subroutine

initializes and saves or returns neural network information
sedimentation module_mp_tempo_main Subroutine

computes sedimentation fluxes, adds fluxes to tendencies, and updates hydrometeor mass (and number and volume)
semilagrangian_sedimentation module_mp_tempo_main Subroutine

semi-lagrangian sedimentation scheme from Juang and Hong (2010)

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snow_check_and_update module_mp_tempo_main Subroutine

computes snow mass
snow_fallspeed module_mp_tempo_main Subroutine

calcules mass weighted fall speeds for snow and optionally the substepping required and the top k-level of sedimentation
snow_moments module_mp_tempo_utils Subroutine

computes snow moments from Field et al. (2005)
standard_scaler_transform module_mp_tempo_ml Subroutine

standard scaler transformer
sum_tendencies module_mp_tempo_main Subroutine

sums tendencies for each hydrometeor category and temperature and moisture
tempo_aerosol_surface_emissions module_mp_tempo_driver Subroutine

adds aerosol surface emissions to the 3D field
tempo_build_tables module_mp_tempo_tables Subroutine

builds three lookup tables for tempo microphysics
tempo_init module_mp_tempo_driver Subroutine

initialize tempo microphysics \section arg_table_tempo_init Argument Table \htmlinclude tempo_init.html

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tempo_main module_mp_tempo_main Subroutine

tempo main
tempo_ml_predict_cloud_number module_mp_tempo_ml Subroutine

predicts number concentration
tempo_run module_mp_tempo_driver Subroutine

\section arg_table_tempo_run Argument Table \htmlinclude tempo_run.html
test_cloud_number_aerosolaware tests Subroutine
test_cloud_number_ml tests Subroutine
test_cloud_number_non_aerosolaware tests Subroutine
test_graupel_sedimentation tests Subroutine

test graupel sedimentation
test_ml_cloud_effective_radius tests Subroutine
test_snow_sedimentation tests Subroutine
test_tempo_init tests Subroutine

test tempo initialization procedure use ml_for_bl_nc_flag = .true. to initialize ml data which is used for a few tests test specific flags are then set in each test
thermo_vars module_mp_tempo_main Subroutine

computes thermodynamic variables
warm_rain module_mp_tempo_main Subroutine

computes warm-rain process rates -- condensation/evaporation happen later

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write_table_freezewater module_mp_tempo_tables Subroutine

write data for frozen cloud water and rain to a file
write_table_qr_acr_qg module_mp_tempo_tables Subroutine

write data for rain-graupel collection to a file
write_table_qr_acr_qs module_mp_tempo_tables Subroutine

write data for rain-snow collection to a file
call~~graph~~CallGraph interface~get_cloud_number get_cloud_number proc~get_constant_cloud_number get_constant_cloud_number interface~get_cloud_number->proc~get_constant_cloud_number proc~tempo_ml_predict_cloud_number tempo_ml_predict_cloud_number interface~get_cloud_number->proc~tempo_ml_predict_cloud_number proc~activate_cloud_number activate_cloud_number proc~aerosol_check_and_update aerosol_check_and_update proc~aerosol_collection_efficiency aerosol_collection_efficiency proc~aerosol_scavenging aerosol_scavenging proc~aerosol_scavenging->proc~aerosol_collection_efficiency proc~build_table_freezewater build_table_freezewater proc~freezewater freezewater proc~build_table_freezewater->proc~freezewater proc~initialize_arrays_freezewater initialize_arrays_freezewater proc~build_table_freezewater->proc~initialize_arrays_freezewater proc~build_table_qr_acr_qg build_table_qr_acr_qg proc~gather gather proc~build_table_qr_acr_qg->proc~gather proc~get_index_for_rank get_index_for_rank proc~build_table_qr_acr_qg->proc~get_index_for_rank proc~initialize_arrays_qr_acr_qg initialize_arrays_qr_acr_qg proc~build_table_qr_acr_qg->proc~initialize_arrays_qr_acr_qg proc~qr_acr_qg qr_acr_qg proc~build_table_qr_acr_qg->proc~qr_acr_qg mpi_allgather mpi_allgather proc~build_table_qr_acr_qg->mpi_allgather mpi_barrier mpi_barrier proc~build_table_qr_acr_qg->mpi_barrier mpi_wtime mpi_wtime proc~build_table_qr_acr_qg->mpi_wtime proc~build_table_qr_acr_qs build_table_qr_acr_qs proc~build_table_qr_acr_qs->proc~gather proc~build_table_qr_acr_qs->proc~get_index_for_rank proc~initialize_arrays_qr_acr_qs initialize_arrays_qr_acr_qs proc~build_table_qr_acr_qs->proc~initialize_arrays_qr_acr_qs proc~qr_acr_qs qr_acr_qs proc~build_table_qr_acr_qs->proc~qr_acr_qs proc~build_table_qr_acr_qs->mpi_allgather proc~build_table_qr_acr_qs->mpi_barrier proc~build_table_qr_acr_qs->mpi_wtime proc~calc_cloud_number calc_cloud_number proc~calc_gamma_cf calc_gamma_cf proc~calc_gamma_p calc_gamma_p proc~calc_gamma_p->proc~calc_gamma_cf proc~calc_gamma_series calc_gamma_series proc~calc_gamma_p->proc~calc_gamma_series proc~calc_ice_number calc_ice_number proc~calc_rain_number calc_rain_number proc~calc_rsif calc_rsif proc~calc_rslf calc_rslf proc~check_before_table_read check_before_table_read proc~check_over_depletion check_over_depletion proc~cloud_check_and_update cloud_check_and_update proc~get_nuc get_nuc proc~cloud_check_and_update->proc~get_nuc proc~cloud_condensation cloud_condensation proc~cloud_condensation->proc~activate_cloud_number proc~get_cloud_table_index get_cloud_table_index proc~cloud_condensation->proc~get_cloud_table_index proc~cloud_fallspeed cloud_fallspeed proc~cloud_fallspeed->proc~get_nuc proc~complex_ice_maetzler complex_ice_maetzler proc~complex_water_ray complex_water_ray proc~compute_drop_evap compute_drop_evap proc~compute_drop_evap->proc~get_nuc proc~compute_efrw compute_efrw proc~compute_efsw compute_efsw proc~compute_hail_fraction compute_hail_fraction proc~create_bins create_bins proc~demott_nucleation demott_nucleation proc~effective_radius effective_radius proc~effective_radius->proc~get_nuc proc~snow_moments snow_moments proc~effective_radius->proc~snow_moments proc~find_melting_level find_melting_level proc~freeze_cloud_melt_ice freeze_cloud_melt_ice proc~freezing_rain freezing_rain mpi_gatherv mpi_gatherv proc~gather->mpi_gatherv proc~get_graupel_table_index get_graupel_table_index proc~get_ice_table_index get_ice_table_index proc~get_in_table_index get_in_table_index proc~get_rain_table_index get_rain_table_index proc~get_snow_table_index get_snow_table_index proc~get_t1_subl get_t1_subl proc~get_temperature_table_index get_temperature_table_index proc~get_version get_version proc~graupel_check_and_update graupel_check_and_update proc~graupel_fallspeed graupel_fallspeed proc~graupel_init graupel_init proc~hail_check_and_update hail_check_and_update proc~hail_fallspeed hail_fallspeed proc~ice_check_and_update ice_check_and_update proc~ice_fallspeed ice_fallspeed proc~ice_nucleation ice_nucleation proc~ice_nucleation->proc~demott_nucleation proc~ice_nucleation->proc~get_cloud_table_index proc~ice_nucleation->proc~get_in_table_index proc~ice_nucleation->proc~get_rain_table_index proc~koop_nucleation koop_nucleation proc~ice_nucleation->proc~koop_nucleation proc~ice_processes ice_processes proc~ice_processes->proc~get_ice_table_index proc~ice_processes->proc~get_t1_subl proc~init_ice_friendly_aerosols init_ice_friendly_aerosols proc~init_ml_data init_ml_data proc~save_or_read_ml_data save_or_read_ml_data proc~init_ml_data->proc~save_or_read_ml_data proc~init_water_friendly_aerosols init_water_friendly_aerosols proc~initialize_array_efrw initialize_array_efrw proc~initialize_array_efsw initialize_array_efsw proc~initialize_arrays_ccn initialize_arrays_ccn proc~initialize_arrays_drop_evap initialize_arrays_drop_evap proc~initialize_arrays_qi_aut_qs initialize_arrays_qi_aut_qs proc~initialize_bins_for_hail_size initialize_bins_for_hail_size proc~initialize_bins_for_hail_size->proc~create_bins proc~initialize_bins_for_radar initialize_bins_for_radar proc~initialize_bins_for_radar->proc~create_bins proc~initialize_bins_for_tables initialize_bins_for_tables proc~initialize_bins_for_tables->proc~create_bins proc~initialize_graupel_vars initialize_graupel_vars proc~initialize_parameters initialize_parameters proc~max_hail_diam max_hail_diam proc~melting melting proc~melting->proc~get_t1_subl proc~qi_aut_qs qi_aut_qs proc~qi_aut_qs->proc~calc_gamma_p proc~qr_acr_qs->proc~snow_moments proc~rain_check_and_update rain_check_and_update proc~rain_evaporation rain_evaporation proc~rain_fallspeed rain_fallspeed proc~rain_snow_rain_graupel rain_snow_rain_graupel proc~rain_snow_rain_graupel->proc~get_graupel_table_index proc~rain_snow_rain_graupel->proc~get_rain_table_index proc~rain_snow_rain_graupel->proc~get_snow_table_index proc~rain_snow_rain_graupel->proc~get_temperature_table_index proc~rayleigh_soak_wetgraupel rayleigh_soak_wetgraupel proc~read_table_ccn read_table_ccn proc~read_table_ccn->proc~check_before_table_read proc~read_table_freezewater read_table_freezewater proc~read_table_freezewater->proc~check_before_table_read proc~read_table_qr_acr_qg read_table_qr_acr_qg proc~read_table_qr_acr_qg->proc~check_before_table_read proc~read_table_qr_acr_qs read_table_qr_acr_qs proc~read_table_qr_acr_qs->proc~check_before_table_read proc~reflectivity_10cm reflectivity_10cm proc~reflectivity_10cm->proc~find_melting_level proc~reflectivity_from_melting_graupel reflectivity_from_melting_graupel proc~reflectivity_10cm->proc~reflectivity_from_melting_graupel proc~reflectivity_from_melting_snow reflectivity_from_melting_snow proc~reflectivity_10cm->proc~reflectivity_from_melting_snow proc~reflectivity_from_melting_graupel->proc~complex_ice_maetzler proc~reflectivity_from_melting_graupel->proc~complex_water_ray proc~reflectivity_from_melting_graupel->proc~rayleigh_soak_wetgraupel proc~reflectivity_from_melting_snow->proc~complex_ice_maetzler proc~reflectivity_from_melting_snow->proc~complex_water_ray proc~reflectivity_from_melting_snow->proc~rayleigh_soak_wetgraupel proc~relu_activation relu_activation proc~resolve_nc_value ty_tempo_cfgs%resolve_nc_value proc~riming riming proc~riming->proc~get_nuc proc~sedimentation sedimentation proc~semilagrangian_sedimentation semilagrangian_sedimentation proc~snow_check_and_update snow_check_and_update proc~snow_fallspeed snow_fallspeed proc~standard_scaler_transform standard_scaler_transform proc~sum_tendencies sum_tendencies proc~tempo_aerosol_surface_emissions tempo_aerosol_surface_emissions proc~tempo_build_tables tempo_build_tables proc~tempo_build_tables->proc~build_table_freezewater proc~tempo_build_tables->proc~build_table_qr_acr_qg proc~tempo_build_tables->proc~build_table_qr_acr_qs proc~tempo_build_tables->proc~get_version proc~tempo_build_tables->proc~initialize_bins_for_tables proc~tempo_build_tables->proc~initialize_graupel_vars proc~tempo_build_tables->proc~initialize_parameters proc~write_table_freezewater write_table_freezewater proc~tempo_build_tables->proc~write_table_freezewater proc~write_table_qr_acr_qg write_table_qr_acr_qg proc~tempo_build_tables->proc~write_table_qr_acr_qg proc~write_table_qr_acr_qs write_table_qr_acr_qs proc~tempo_build_tables->proc~write_table_qr_acr_qs proc~tempo_init tempo_init proc~tempo_init->proc~compute_drop_evap proc~tempo_init->proc~compute_efrw proc~tempo_init->proc~compute_efsw proc~tempo_init->proc~get_version proc~tempo_init->proc~init_ml_data proc~tempo_init->proc~initialize_array_efrw proc~tempo_init->proc~initialize_array_efsw proc~tempo_init->proc~initialize_arrays_ccn proc~tempo_init->proc~initialize_arrays_drop_evap proc~tempo_init->proc~initialize_arrays_freezewater proc~tempo_init->proc~initialize_arrays_qi_aut_qs proc~tempo_init->proc~initialize_arrays_qr_acr_qg proc~tempo_init->proc~initialize_arrays_qr_acr_qs proc~tempo_init->proc~initialize_bins_for_hail_size proc~tempo_init->proc~initialize_bins_for_radar proc~tempo_init->proc~initialize_bins_for_tables proc~tempo_init->proc~initialize_graupel_vars proc~tempo_init->proc~initialize_parameters proc~tempo_init->proc~qi_aut_qs proc~tempo_init->proc~read_table_ccn proc~tempo_init->proc~read_table_freezewater proc~tempo_init->proc~read_table_qr_acr_qg proc~tempo_init->proc~read_table_qr_acr_qs proc~tempo_main tempo_main proc~tempo_main->interface~get_cloud_number proc~tempo_main->proc~aerosol_check_and_update proc~tempo_main->proc~aerosol_scavenging proc~tempo_main->proc~check_over_depletion proc~tempo_main->proc~cloud_check_and_update proc~tempo_main->proc~cloud_condensation proc~tempo_main->proc~cloud_fallspeed proc~tempo_main->proc~compute_hail_fraction proc~tempo_main->proc~effective_radius proc~tempo_main->proc~freeze_cloud_melt_ice proc~tempo_main->proc~freezing_rain proc~tempo_main->proc~graupel_check_and_update proc~tempo_main->proc~graupel_fallspeed proc~tempo_main->proc~graupel_init proc~tempo_main->proc~hail_check_and_update proc~tempo_main->proc~hail_fallspeed proc~tempo_main->proc~ice_check_and_update proc~tempo_main->proc~ice_fallspeed proc~tempo_main->proc~ice_nucleation proc~tempo_main->proc~ice_processes proc~tempo_main->proc~init_ice_friendly_aerosols proc~tempo_main->proc~init_water_friendly_aerosols proc~tempo_main->proc~max_hail_diam proc~tempo_main->proc~melting proc~tempo_main->proc~rain_check_and_update proc~tempo_main->proc~rain_evaporation proc~tempo_main->proc~rain_fallspeed proc~tempo_main->proc~rain_snow_rain_graupel proc~tempo_main->proc~reflectivity_10cm proc~tempo_main->proc~resolve_nc_value proc~tempo_main->proc~riming proc~tempo_main->proc~sedimentation proc~tempo_main->proc~semilagrangian_sedimentation proc~tempo_main->proc~snow_check_and_update proc~tempo_main->proc~snow_fallspeed proc~tempo_main->proc~snow_moments proc~tempo_main->proc~sum_tendencies proc~thermo_vars thermo_vars proc~tempo_main->proc~thermo_vars proc~warm_rain warm_rain proc~tempo_main->proc~warm_rain proc~tempo_ml_predict_cloud_number->proc~relu_activation proc~tempo_ml_predict_cloud_number->proc~save_or_read_ml_data proc~tempo_ml_predict_cloud_number->proc~standard_scaler_transform proc~tempo_run tempo_run proc~tempo_run->proc~tempo_main proc~test_cloud_number_aerosolaware test_cloud_number_aerosolaware proc~test_cloud_number_aerosolaware->proc~tempo_run proc~test_cloud_number_ml test_cloud_number_ml proc~test_cloud_number_ml->proc~tempo_run proc~test_cloud_number_non_aerosolaware test_cloud_number_non_aerosolaware proc~test_cloud_number_non_aerosolaware->proc~tempo_run proc~test_graupel_sedimentation test_graupel_sedimentation proc~test_graupel_sedimentation->proc~tempo_run proc~test_ml_cloud_effective_radius test_ml_cloud_effective_radius proc~test_ml_cloud_effective_radius->proc~tempo_run proc~test_snow_sedimentation test_snow_sedimentation proc~test_snow_sedimentation->proc~tempo_run proc~test_tempo_init test_tempo_init proc~test_tempo_init->proc~tempo_init proc~thermo_vars->proc~calc_rsif proc~thermo_vars->proc~calc_rslf proc~warm_rain->proc~get_nuc program~build_tables build_tables program~build_tables->proc~tempo_build_tables mpi_comm_rank mpi_comm_rank program~build_tables->mpi_comm_rank mpi_comm_size mpi_comm_size program~build_tables->mpi_comm_size mpi_finalize mpi_finalize program~build_tables->mpi_finalize mpi_init mpi_init program~build_tables->mpi_init mpi_type_size mpi_type_size program~build_tables->mpi_type_size program~run_tempo_tests run_tempo_tests program~run_tempo_tests->proc~test_cloud_number_aerosolaware program~run_tempo_tests->proc~test_cloud_number_ml program~run_tempo_tests->proc~test_cloud_number_non_aerosolaware program~run_tempo_tests->proc~test_graupel_sedimentation program~run_tempo_tests->proc~test_ml_cloud_effective_radius program~run_tempo_tests->proc~test_snow_sedimentation program~run_tempo_tests->proc~test_tempo_init
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