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R/sounding_compute.R
In thunder: Computation and Visualisation of Atmospheric Convective Parameters
Defines functions
sounding_compute
Documented in
sounding_compute
#' Calculate convective parameters
#'
#' A core function for calculating convective parameters commonly used in the operational
#' prediction of severe convective storms. Returns a vector of parameters.
#'
#' \enumerate{
#' \item MU_CAPE
#' \item MU_CAPE_M10
#' \item MU_CAPE_M10_PT
#' \item MU_02km_CAPE
#' \item MU_03km_CAPE
#' \item MU_HGL_CAPE
#' \item MU_CIN
#' \item MU_LCL_HGT
#' \item MU_LFC_HGT
#' \item MU_EL_HGT
#' \item MU_LI
#' \item MU_LI_M10
#' \item MU_WMAX
#' \item MU_EL_TEMP
#' \item MU_LCL_TEMP
#' \item MU_LFC_TEMP
#' \item MU_MIXR
#' \item MU_CAPE_500
#' \item MU_CAPE_500_M10
#' \item MU_CAPE_500_M10_PT
#' \item MU_CIN_500
#' \item MU_LI_500
#' \item MU_LI_500_M10
#' \item SB_CAPE
#' \item SB_CAPE_M10
#' \item SB_CAPE_M10_PT
#' \item SB_02km_CAPE
#' \item SB_03km_CAPE
#' \item SB_HGL_CAPE
#' \item SB_CIN
#' \item SB_LCL_HGT
#' \item SB_LFC_HGT
#' \item SB_EL_HGT
#' \item SB_LI
#' \item SB_LI_M10
#' \item SB_WMAX
#' \item SB_EL_TEMP
#' \item SB_LCL_TEMP
#' \item SB_LFC_TEMP
#' \item SB_MIXR
#' \item ML_CAPE
#' \item ML_CAPE_M10
#' \item ML_CAPE_M10_PT
#' \item ML_02km_CAPE
#' \item ML_03km_CAPE
#' \item ML_HGL_CAPE
#' \item ML_CIN
#' \item ML_LCL_HGT
#' \item ML_LFC_HGT
#' \item ML_EL_HGT
#' \item ML_LI
#' \item ML_LI_M10
#' \item ML_WMAX
#' \item ML_EL_TEMP
#' \item ML_LCL_TEMP
#' \item ML_LFC_TEMP
#' \item ML_MIXR
#' \item LR_0500m
#' \item LR_01km
#' \item LR_02km
#' \item LR_03km
#' \item LR_04km
#' \item LR_06km
#' \item LR_16km
#' \item LR_26km
#' \item LR_24km
#' \item LR_36km
#' \item LR_26km_MAX
#' \item LR_500700hPa
#' \item LR_500800hPa
#' \item LR_600800hPa
#' \item FRZG_HGT
#' \item FRZG_wetbulb_HGT
#' \item HGT_max_thetae_03km
#' \item HGT_min_thetae_04km
#' \item Delta_thetae
#' \item Delta_thetae_min04km
#' \item Thetae_01km
#' \item Thetae_02km
#' \item DCAPE
#' \item Cold_Pool_Strength
#' \item Wind_Index
#' \item PRCP_WATER
#' \item Moisture_Flux_02km
#' \item RH_01km
#' \item RH_02km
#' \item RH_14km
#' \item RH_25km
#' \item RH_36km
#' \item RH_HGL
#' \item BS_0500m
#' \item BS_01km
#' \item BS_02km
#' \item BS_03km
#' \item BS_06km
#' \item BS_08km
#' \item BS_36km
#' \item BS_26km
#' \item BS_16km
#' \item BS_18km
#' \item BS_EFF_MU
#' \item BS_EFF_SB
#' \item BS_EFF_ML
#' \item BS_SFC_to_M10
#' \item BS_1km_to_M10
#' \item BS_2km_to_M10
#' \item BS_MU_LFC_to_M10
#' \item BS_SB_LFC_to_M10
#' \item BS_ML_LFC_to_M10
#' \item BS_MW02_to_SM
#' \item BS_MW02_to_RM
#' \item BS_MW02_to_LM
#' \item BS_HGL_to_SM
#' \item BS_HGL_to_RM
#' \item BS_HGL_to_LM
#' \item MW_0500m
#' \item MW_01km
#' \item MW_02km
#' \item MW_03km
#' \item MW_06km
#' \item MW_13km
#' \item SRH_100m_RM
#' \item SRH_250m_RM
#' \item SRH_500m_RM
#' \item SRH_1km_RM
#' \item SRH_3km_RM
#' \item SRH_36km_RM
#' \item SRH_100m_LM
#' \item SRH_250m_LM
#' \item SRH_500m_LM
#' \item SRH_1km_LM
#' \item SRH_3km_LM
#' \item SRH_36km_LM
#' \item SV_500m_RM
#' \item SV_01km_RM
#' \item SV_03km_RM
#' \item SV_500m_LM
#' \item SV_01km_LM
#' \item SV_03km_LM
#' \item MW_SR_500m_RM
#' \item MW_SR_01km_RM
#' \item MW_SR_03km_RM
#' \item MW_SR_500m_LM
#' \item MW_SR_01km_LM
#' \item MW_SR_03km_LM
#' \item MW_SR_VM_500m_RM
#' \item MW_SR_VM_01km_RM
#' \item MW_SR_VM_03km_RM
#' \item MW_SR_VM_500m_LM
#' \item MW_SR_VM_01km_LM
#' \item MW_SR_VM_03km_LM
#' \item SV_FRA_500m_RM
#' \item SV_FRA_01km_RM
#' \item SV_FRA_03km_RM
#' \item SV_FRA_500m_LM
#' \item SV_FRA_01km_LM
#' \item SV_FRA_03km_LM
#' \item Bunkers_RM_A
#' \item Bunkers_RM_M
#' \item Bunkers_LM_A
#' \item Bunkers_LM_M
#' \item Bunkers_MW_A
#' \item Bunkers_MW_M
#' \item Corfidi_downwind_A
#' \item Corfidi_downwind_M
#' \item Corfidi_upwind_A
#' \item Corfidi_upwind_M
#' \item K_Index
#' \item Showalter_Index
#' \item TotalTotals_Index
#' \item SWEAT_Index
#' \item STP_fix
#' \item STP_new
#' \item STP_fix_LM
#' \item STP_new_LM
#' \item SCP_fix
#' \item SCP_new
#' \item SCP_fix_LM
#' \item SCP_new_LM
#' \item SHIP
#' \item HSI
#' \item DCP
#' \item MU_WMAXSHEAR
#' \item SB_WMAXSHEAR
#' \item ML_WMAXSHEAR
#' \item MU_EFF_WMAXSHEAR
#' \item SB_EFF_WMAXSHEAR
#' \item ML_EFF_WMAXSHEAR
#' \item EHI_500m
#' \item EHI_01km
#' \item EHI_03km
#' \item EHI_500m_LM
#' \item EHI_01km_LM
#' \item EHI_03km_LM
#' \item SHERBS3
#' \item SHERBE
#' \item SHERBS3_v2
#' \item SHERBE_v2
#' \item DEI
#' \item DEI_eff
#' \item TIP
#' }
#'
#' @param pressure pressure [hPa]
#' @param altitude altitude [m] (can be above sea level or above ground level as function always consider first level as surface, i.e h = 0 m) altitude [metres]
#' @param temp temperature [degree Celsius]
#' @param dpt dew point temperature [degree Celsius]
#' @param wd wind direction [azimuth in degrees]
#' @param ws wind speed [knots]
#' @param accuracy accuracy of computations where 3 = high (slow), 2 = medium (recommended), 1 = low (fast)
#' @param interpolate_step interpolation step to be used for vertical interpolation. Valid only if `accuracy` is set to 3 (default is 5 m)
#' @param meanlayer_bottom_top (optional) vector of length 2 for bottom and top heights used for computing parcel starting parameters; default: 0, 500
#' @param storm_motion (optional) for moving storms only - one can define vector of length two with
#' wind speed (m/s) and wind directions (degrees) that will be used to compute adjusted SRH parameters
#' @return Named vector of 200+ convective indices
#' @export
#' @examples
#' old_options = options(scipen = 99)
#' pressure = c(1000, 855, 700, 500, 300, 100, 10)
#' altitude = c(0, 1500, 2500, 6000, 8500, 12000, 25000)
#' temp = c(25, 10, 0, -15, -30, -50, -92)
#' dpt = c(20, 5, -5, -30, -55, -80, -99)
#' wd = c(0, 90, 135, 180, 270, 350, 0)
#' ws = c(5, 10, 20, 30, 40, 5, 0)
#' accuracy = 2
#' sounding_compute(pressure, altitude, temp, dpt, wd, ws, accuracy)
#' options(old_options)
sounding_compute = function(pressure, altitude, temp, dpt, wd, ws,
accuracy = 2,
interpolate_step = 5,
meanlayer_bottom_top = c(0, 500),
storm_motion = c(999, 999)) {
export_profile = 0
if (sum(storm_motion == c(999, 999)) != 2) {
ws2 = storm_motion[1]
wd2 = storm_motion[2]
storm_motion[2] = round(ws2 * sin(wd2 * pi/180), 2)
storm_motion[1] = round(ws2 * cos(wd2 * pi/180), 2)
storm_motion[3] = 0
} else {
storm_motion[3] = 999
}
tmp = thunder::sounding_default(pressure, altitude, temp, dpt, wd, ws,
export_profile, accuracy, interpolate_step,
meanlayer_bottom_top, storm_motion)
names(tmp) = c(
"MU_CAPE",
"MU_CAPE_M10",
"MU_CAPE_M10_PT",
"MU_02km_CAPE",
"MU_03km_CAPE",
"MU_HGL_CAPE",
"MU_CIN",
"MU_LCL_HGT",
"MU_LFC_HGT",
"MU_EL_HGT",
"MU_LI",
"MU_LI_M10",
"MU_WMAX",
"MU_EL_TEMP",
"MU_LCL_TEMP",
"MU_LFC_TEMP",
"MU_MIXR",
"MU_CAPE_500",
"MU_CAPE_500_M10",
"MU_CAPE_500_M10_PT",
"MU_CIN_500",
"MU_LI_500",
"MU_LI_500_M10",
"SB_CAPE",
"SB_CAPE_M10",
"SB_CAPE_M10_PT",
"SB_02km_CAPE",
"SB_03km_CAPE",
"SB_HGL_CAPE",
"SB_CIN",
"SB_LCL_HGT",
"SB_LFC_HGT",
"SB_EL_HGT",
"SB_LI",
"SB_LI_M10",
"SB_WMAX",
"SB_EL_TEMP",
"SB_LCL_TEMP",
"SB_LFC_TEMP",
"SB_MIXR",
"ML_CAPE",
"ML_CAPE_M10",
"ML_CAPE_M10_PT",
"ML_02km_CAPE",
"ML_03km_CAPE",
"ML_HGL_CAPE",
"ML_CIN",
"ML_LCL_HGT",
"ML_LFC_HGT",
"ML_EL_HGT",
"ML_LI",
"ML_LI_M10",
"ML_WMAX",
"ML_EL_TEMP",
"ML_LCL_TEMP",
"ML_LFC_TEMP",
"ML_MIXR",
"LR_0500m",
"LR_01km",
"LR_02km",
"LR_03km",
"LR_04km",
"LR_06km",
"LR_16km",
"LR_26km",
"LR_24km",
"LR_36km",
"LR_26km_MAX",
"LR_500700hPa",
"LR_500800hPa",
"LR_600800hPa",
"FRZG_HGT",
"FRZG_wetbulb_HGT",
"HGT_max_thetae_03km",
"HGT_min_thetae_04km",
"Delta_thetae",
"Delta_thetae_min04km",
"Thetae_01km",
"Thetae_02km",
"DCAPE",
"Cold_Pool_Strength",
"Wind_Index",
"PRCP_WATER",
"Moisture_Flux_02km",
"RH_01km",
"RH_02km",
"RH_14km",
"RH_25km",
"RH_36km",
"RH_HGL",
"BS_0500m",
"BS_01km",
"BS_02km",
"BS_03km",
"BS_06km",
"BS_08km",
"BS_36km",
"BS_26km",
"BS_16km",
"BS_18km",
"BS_EFF_MU",
"BS_EFF_SB",
"BS_EFF_ML",
"BS_SFC_to_M10",
"BS_1km_to_M10",
"BS_2km_to_M10",
"BS_MU_LFC_to_M10",
"BS_SB_LFC_to_M10",
"BS_ML_LFC_to_M10",
"BS_MW02_to_SM",
"BS_MW02_to_RM",
"BS_MW02_to_LM",
"BS_HGL_to_SM",
"BS_HGL_to_RM",
"BS_HGL_to_LM",
"MW_0500m",
"MW_01km",
"MW_02km",
"MW_03km",
"MW_06km",
"MW_13km",
"SRH_100m_RM",
"SRH_250m_RM",
"SRH_500m_RM",
"SRH_1km_RM",
"SRH_3km_RM",
"SRH_36km_RM",
"SRH_100m_LM",
"SRH_250m_LM",
"SRH_500m_LM",
"SRH_1km_LM",
"SRH_3km_LM",
"SRH_36km_LM",
"SV_500m_RM",
"SV_01km_RM",
"SV_03km_RM",
"SV_500m_LM",
"SV_01km_LM",
"SV_03km_LM",
"MW_SR_500m_RM",
"MW_SR_01km_RM",
"MW_SR_03km_RM",
"MW_SR_500m_LM",
"MW_SR_01km_LM",
"MW_SR_03km_LM",
"MW_SR_VM_500m_RM",
"MW_SR_VM_01km_RM",
"MW_SR_VM_03km_RM",
"MW_SR_VM_500m_LM",
"MW_SR_VM_01km_LM",
"MW_SR_VM_03km_LM",
"SV_FRA_500m_RM",
"SV_FRA_01km_RM",
"SV_FRA_03km_RM",
"SV_FRA_500m_LM",
"SV_FRA_01km_LM",
"SV_FRA_03km_LM",
"Bunkers_RM_A",
"Bunkers_RM_M",
"Bunkers_LM_A",
"Bunkers_LM_M",
"Bunkers_MW_A",
"Bunkers_MW_M",
"Corfidi_downwind_A",
"Corfidi_downwind_M",
"Corfidi_upwind_A",
"Corfidi_upwind_M",
"K_Index",
"Showalter_Index",
"TotalTotals_Index",
"SWEAT_Index",
"STP_fix",
"STP_new",
"STP_fix_LM",
"STP_new_LM",
"SCP_fix",
"SCP_new",
"SCP_fix_LM",
"SCP_new_LM",
"SHIP",
"HSI",
"DCP",
"MU_WMAXSHEAR",
"SB_WMAXSHEAR",
"ML_WMAXSHEAR",
"MU_EFF_WMAXSHEAR",
"SB_EFF_WMAXSHEAR",
"ML_EFF_WMAXSHEAR",
"EHI_500m",
"EHI_01km",
"EHI_03km",
"EHI_500m_LM",
"EHI_01km_LM",
"EHI_03km_LM",
"SHERBS3",
"SHERBE",
"SHERBS3_v2",
"SHERBE_v2",
"DEI",
"DEI_eff",
"TIP")
return(tmp)
}
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Defines functions sounding_compute
Documented in sounding_compute
#' Calculate convective parameters
#'
#' A core function for calculating convective parameters commonly used in the operational
#' prediction of severe convective storms. Returns a vector of parameters.
#'
#' \enumerate{
#' \item MU_CAPE
#' \item MU_CAPE_M10
#' \item MU_CAPE_M10_PT
#' \item MU_02km_CAPE
#' \item MU_03km_CAPE
#' \item MU_HGL_CAPE
#' \item MU_CIN
#' \item MU_LCL_HGT
#' \item MU_LFC_HGT
#' \item MU_EL_HGT
#' \item MU_LI
#' \item MU_LI_M10
#' \item MU_WMAX
#' \item MU_EL_TEMP
#' \item MU_LCL_TEMP
#' \item MU_LFC_TEMP
#' \item MU_MIXR
#' \item MU_CAPE_500
#' \item MU_CAPE_500_M10
#' \item MU_CAPE_500_M10_PT
#' \item MU_CIN_500
#' \item MU_LI_500
#' \item MU_LI_500_M10
#' \item SB_CAPE
#' \item SB_CAPE_M10
#' \item SB_CAPE_M10_PT
#' \item SB_02km_CAPE
#' \item SB_03km_CAPE
#' \item SB_HGL_CAPE
#' \item SB_CIN
#' \item SB_LCL_HGT
#' \item SB_LFC_HGT
#' \item SB_EL_HGT
#' \item SB_LI
#' \item SB_LI_M10
#' \item SB_WMAX
#' \item SB_EL_TEMP
#' \item SB_LCL_TEMP
#' \item SB_LFC_TEMP
#' \item SB_MIXR
#' \item ML_CAPE
#' \item ML_CAPE_M10
#' \item ML_CAPE_M10_PT
#' \item ML_02km_CAPE
#' \item ML_03km_CAPE
#' \item ML_HGL_CAPE
#' \item ML_CIN
#' \item ML_LCL_HGT
#' \item ML_LFC_HGT
#' \item ML_EL_HGT
#' \item ML_LI
#' \item ML_LI_M10
#' \item ML_WMAX
#' \item ML_EL_TEMP
#' \item ML_LCL_TEMP
#' \item ML_LFC_TEMP
#' \item ML_MIXR
#' \item LR_0500m
#' \item LR_01km
#' \item LR_02km
#' \item LR_03km
#' \item LR_04km
#' \item LR_06km
#' \item LR_16km
#' \item LR_26km
#' \item LR_24km
#' \item LR_36km
#' \item LR_26km_MAX
#' \item LR_500700hPa
#' \item LR_500800hPa
#' \item LR_600800hPa
#' \item FRZG_HGT
#' \item FRZG_wetbulb_HGT
#' \item HGT_max_thetae_03km
#' \item HGT_min_thetae_04km
#' \item Delta_thetae
#' \item Delta_thetae_min04km
#' \item Thetae_01km
#' \item Thetae_02km
#' \item DCAPE
#' \item Cold_Pool_Strength
#' \item Wind_Index
#' \item PRCP_WATER
#' \item Moisture_Flux_02km
#' \item RH_01km
#' \item RH_02km
#' \item RH_14km
#' \item RH_25km
#' \item RH_36km
#' \item RH_HGL
#' \item BS_0500m
#' \item BS_01km
#' \item BS_02km
#' \item BS_03km
#' \item BS_06km
#' \item BS_08km
#' \item BS_36km
#' \item BS_26km
#' \item BS_16km
#' \item BS_18km
#' \item BS_EFF_MU
#' \item BS_EFF_SB
#' \item BS_EFF_ML
#' \item BS_SFC_to_M10
#' \item BS_1km_to_M10
#' \item BS_2km_to_M10
#' \item BS_MU_LFC_to_M10
#' \item BS_SB_LFC_to_M10
#' \item BS_ML_LFC_to_M10
#' \item BS_MW02_to_SM
#' \item BS_MW02_to_RM
#' \item BS_MW02_to_LM
#' \item BS_HGL_to_SM
#' \item BS_HGL_to_RM
#' \item BS_HGL_to_LM
#' \item MW_0500m
#' \item MW_01km
#' \item MW_02km
#' \item MW_03km
#' \item MW_06km
#' \item MW_13km
#' \item SRH_100m_RM
#' \item SRH_250m_RM
#' \item SRH_500m_RM
#' \item SRH_1km_RM
#' \item SRH_3km_RM
#' \item SRH_36km_RM
#' \item SRH_100m_LM
#' \item SRH_250m_LM
#' \item SRH_500m_LM
#' \item SRH_1km_LM
#' \item SRH_3km_LM
#' \item SRH_36km_LM
#' \item SV_500m_RM
#' \item SV_01km_RM
#' \item SV_03km_RM
#' \item SV_500m_LM
#' \item SV_01km_LM
#' \item SV_03km_LM
#' \item MW_SR_500m_RM
#' \item MW_SR_01km_RM
#' \item MW_SR_03km_RM
#' \item MW_SR_500m_LM
#' \item MW_SR_01km_LM
#' \item MW_SR_03km_LM
#' \item MW_SR_VM_500m_RM
#' \item MW_SR_VM_01km_RM
#' \item MW_SR_VM_03km_RM
#' \item MW_SR_VM_500m_LM
#' \item MW_SR_VM_01km_LM
#' \item MW_SR_VM_03km_LM
#' \item SV_FRA_500m_RM
#' \item SV_FRA_01km_RM
#' \item SV_FRA_03km_RM
#' \item SV_FRA_500m_LM
#' \item SV_FRA_01km_LM
#' \item SV_FRA_03km_LM
#' \item Bunkers_RM_A
#' \item Bunkers_RM_M
#' \item Bunkers_LM_A
#' \item Bunkers_LM_M
#' \item Bunkers_MW_A
#' \item Bunkers_MW_M
#' \item Corfidi_downwind_A
#' \item Corfidi_downwind_M
#' \item Corfidi_upwind_A
#' \item Corfidi_upwind_M
#' \item K_Index
#' \item Showalter_Index
#' \item TotalTotals_Index
#' \item SWEAT_Index
#' \item STP_fix
#' \item STP_new
#' \item STP_fix_LM
#' \item STP_new_LM
#' \item SCP_fix
#' \item SCP_new
#' \item SCP_fix_LM
#' \item SCP_new_LM
#' \item SHIP
#' \item HSI
#' \item DCP
#' \item MU_WMAXSHEAR
#' \item SB_WMAXSHEAR
#' \item ML_WMAXSHEAR
#' \item MU_EFF_WMAXSHEAR
#' \item SB_EFF_WMAXSHEAR
#' \item ML_EFF_WMAXSHEAR
#' \item EHI_500m
#' \item EHI_01km
#' \item EHI_03km
#' \item EHI_500m_LM
#' \item EHI_01km_LM
#' \item EHI_03km_LM
#' \item SHERBS3
#' \item SHERBE
#' \item SHERBS3_v2
#' \item SHERBE_v2
#' \item DEI
#' \item DEI_eff
#' \item TIP
#' }
#'
#' @param pressure pressure [hPa]
#' @param altitude altitude [m] (can be above sea level or above ground level as function always consider first level as surface, i.e h = 0 m) altitude [metres]
#' @param temp temperature [degree Celsius]
#' @param dpt dew point temperature [degree Celsius]
#' @param wd wind direction [azimuth in degrees]
#' @param ws wind speed [knots]
#' @param accuracy accuracy of computations where 3 = high (slow), 2 = medium (recommended), 1 = low (fast)
#' @param interpolate_step interpolation step to be used for vertical interpolation. Valid only if `accuracy` is set to 3 (default is 5 m)
#' @param meanlayer_bottom_top (optional) vector of length 2 for bottom and top heights used for computing parcel starting parameters; default: 0, 500
#' @param storm_motion (optional) for moving storms only - one can define vector of length two with
#' wind speed (m/s) and wind directions (degrees) that will be used to compute adjusted SRH parameters
#' @return Named vector of 200+ convective indices
#' @export
#' @examples
#' old_options = options(scipen = 99)
#' pressure = c(1000, 855, 700, 500, 300, 100, 10)
#' altitude = c(0, 1500, 2500, 6000, 8500, 12000, 25000)
#' temp = c(25, 10, 0, -15, -30, -50, -92)
#' dpt = c(20, 5, -5, -30, -55, -80, -99)
#' wd = c(0, 90, 135, 180, 270, 350, 0)
#' ws = c(5, 10, 20, 30, 40, 5, 0)
#' accuracy = 2
#' sounding_compute(pressure, altitude, temp, dpt, wd, ws, accuracy)
#' options(old_options)
sounding_compute = function(pressure, altitude, temp, dpt, wd, ws,
accuracy = 2,
interpolate_step = 5,
meanlayer_bottom_top = c(0, 500),
storm_motion = c(999, 999)) {
export_profile = 0
if (sum(storm_motion == c(999, 999)) != 2) {
ws2 = storm_motion[1]
wd2 = storm_motion[2]
storm_motion[2] = round(ws2 * sin(wd2 * pi/180), 2)
storm_motion[1] = round(ws2 * cos(wd2 * pi/180), 2)
storm_motion[3] = 0
} else {
storm_motion[3] = 999
}
tmp = thunder::sounding_default(pressure, altitude, temp, dpt, wd, ws,
export_profile, accuracy, interpolate_step,
meanlayer_bottom_top, storm_motion)
names(tmp) = c(
"MU_CAPE",
"MU_CAPE_M10",
"MU_CAPE_M10_PT",
"MU_02km_CAPE",
"MU_03km_CAPE",
"MU_HGL_CAPE",
"MU_CIN",
"MU_LCL_HGT",
"MU_LFC_HGT",
"MU_EL_HGT",
"MU_LI",
"MU_LI_M10",
"MU_WMAX",
"MU_EL_TEMP",
"MU_LCL_TEMP",
"MU_LFC_TEMP",
"MU_MIXR",
"MU_CAPE_500",
"MU_CAPE_500_M10",
"MU_CAPE_500_M10_PT",
"MU_CIN_500",
"MU_LI_500",
"MU_LI_500_M10",
"SB_CAPE",
"SB_CAPE_M10",
"SB_CAPE_M10_PT",
"SB_02km_CAPE",
"SB_03km_CAPE",
"SB_HGL_CAPE",
"SB_CIN",
"SB_LCL_HGT",
"SB_LFC_HGT",
"SB_EL_HGT",
"SB_LI",
"SB_LI_M10",
"SB_WMAX",
"SB_EL_TEMP",
"SB_LCL_TEMP",
"SB_LFC_TEMP",
"SB_MIXR",
"ML_CAPE",
"ML_CAPE_M10",
"ML_CAPE_M10_PT",
"ML_02km_CAPE",
"ML_03km_CAPE",
"ML_HGL_CAPE",
"ML_CIN",
"ML_LCL_HGT",
"ML_LFC_HGT",
"ML_EL_HGT",
"ML_LI",
"ML_LI_M10",
"ML_WMAX",
"ML_EL_TEMP",
"ML_LCL_TEMP",
"ML_LFC_TEMP",
"ML_MIXR",
"LR_0500m",
"LR_01km",
"LR_02km",
"LR_03km",
"LR_04km",
"LR_06km",
"LR_16km",
"LR_26km",
"LR_24km",
"LR_36km",
"LR_26km_MAX",
"LR_500700hPa",
"LR_500800hPa",
"LR_600800hPa",
"FRZG_HGT",
"FRZG_wetbulb_HGT",
"HGT_max_thetae_03km",
"HGT_min_thetae_04km",
"Delta_thetae",
"Delta_thetae_min04km",
"Thetae_01km",
"Thetae_02km",
"DCAPE",
"Cold_Pool_Strength",
"Wind_Index",
"PRCP_WATER",
"Moisture_Flux_02km",
"RH_01km",
"RH_02km",
"RH_14km",
"RH_25km",
"RH_36km",
"RH_HGL",
"BS_0500m",
"BS_01km",
"BS_02km",
"BS_03km",
"BS_06km",
"BS_08km",
"BS_36km",
"BS_26km",
"BS_16km",
"BS_18km",
"BS_EFF_MU",
"BS_EFF_SB",
"BS_EFF_ML",
"BS_SFC_to_M10",
"BS_1km_to_M10",
"BS_2km_to_M10",
"BS_MU_LFC_to_M10",
"BS_SB_LFC_to_M10",
"BS_ML_LFC_to_M10",
"BS_MW02_to_SM",
"BS_MW02_to_RM",
"BS_MW02_to_LM",
"BS_HGL_to_SM",
"BS_HGL_to_RM",
"BS_HGL_to_LM",
"MW_0500m",
"MW_01km",
"MW_02km",
"MW_03km",
"MW_06km",
"MW_13km",
"SRH_100m_RM",
"SRH_250m_RM",
"SRH_500m_RM",
"SRH_1km_RM",
"SRH_3km_RM",
"SRH_36km_RM",
"SRH_100m_LM",
"SRH_250m_LM",
"SRH_500m_LM",
"SRH_1km_LM",
"SRH_3km_LM",
"SRH_36km_LM",
"SV_500m_RM",
"SV_01km_RM",
"SV_03km_RM",
"SV_500m_LM",
"SV_01km_LM",
"SV_03km_LM",
"MW_SR_500m_RM",
"MW_SR_01km_RM",
"MW_SR_03km_RM",
"MW_SR_500m_LM",
"MW_SR_01km_LM",
"MW_SR_03km_LM",
"MW_SR_VM_500m_RM",
"MW_SR_VM_01km_RM",
"MW_SR_VM_03km_RM",
"MW_SR_VM_500m_LM",
"MW_SR_VM_01km_LM",
"MW_SR_VM_03km_LM",
"SV_FRA_500m_RM",
"SV_FRA_01km_RM",
"SV_FRA_03km_RM",
"SV_FRA_500m_LM",
"SV_FRA_01km_LM",
"SV_FRA_03km_LM",
"Bunkers_RM_A",
"Bunkers_RM_M",
"Bunkers_LM_A",
"Bunkers_LM_M",
"Bunkers_MW_A",
"Bunkers_MW_M",
"Corfidi_downwind_A",
"Corfidi_downwind_M",
"Corfidi_upwind_A",
"Corfidi_upwind_M",
"K_Index",
"Showalter_Index",
"TotalTotals_Index",
"SWEAT_Index",
"STP_fix",
"STP_new",
"STP_fix_LM",
"STP_new_LM",
"SCP_fix",
"SCP_new",
"SCP_fix_LM",
"SCP_new_LM",
"SHIP",
"HSI",
"DCP",
"MU_WMAXSHEAR",
"SB_WMAXSHEAR",
"ML_WMAXSHEAR",
"MU_EFF_WMAXSHEAR",
"SB_EFF_WMAXSHEAR",
"ML_EFF_WMAXSHEAR",
"EHI_500m",
"EHI_01km",
"EHI_03km",
"EHI_500m_LM",
"EHI_01km_LM",
"EHI_03km_LM",
"SHERBS3",
"SHERBE",
"SHERBS3_v2",
"SHERBE_v2",
"DEI",
"DEI_eff",
"TIP")
return(tmp)
}
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