def absolutehumidityfromrelativehumidity(Ta,RH):
# convert to masked arrays
RH, WasND = pfp_utils.SeriestoMA(RH)
Ta, dummy = pfp_utils.SeriestoMA(Ta)
# do the job
vp = RH * VPsat(Ta) / float(100)
ah = float(1000000) * vp / ((Ta + 273.15) * c.Rv)
# convert back to ndarray if input is not a masked array
if WasND: ah, _ = pfp_utils.MAtoSeries(ah)
return ah
def relativehumidityfromdewpoint(Td,Ta):
# Relative humidity from dew point temperature
# Ta is the air temperature, C
# Td is the dew point temperature, C
# RH is the relative humidity, %
# convert to masked arrays
Td, WasND = pfp_utils.SeriestoMA(Td)
Ta, dummy = pfp_utils.SeriestoMA(Ta)
# do the job
RH = 100*10**(7.591386*(Td/(Td+240.7263)-Ta/(Ta+240.7263)))
# convert back to ndarray if input is not a masked array
if WasND: RH, _ = pfp_utils.MAtoSeries(RH)
return RH
def relativehumidityfromspecifichumidity(SH,Ta,ps):
# Relative humidity from specific humidity
# SH is the specific humidity, kg/kg
# Ta is the air temperature, degC
# ps is the pressure, kPa
# RH is the relative humidity, percent
# convert to masked arrays
SH, WasND = pfp_utils.SeriestoMA(SH)
Ta, dummy = pfp_utils.SeriestoMA(Ta)
# do the job
RH = float(100)*SH*(c.Md/c.Mv)*ps/VPsat(Ta)
# convert back to ndarray if input is not a masked array
if WasND: RH, _ = pfp_utils.MAtoSeries(RH)
return RH
def relativehumidityfromabsolutehumidity(AH, Ta):
# Relative humidity from absolute humidity
# Ta is the air temperature, degC
# AH is the absolute humidity, g/m^3
# RH is the relative humidity, percent
# convert to masked arrays
AH, WasND = pfp_utils.SeriestoMA(AH)
Ta, dummy = pfp_utils.SeriestoMA(Ta)
# do the job
VP = vapourpressure(AH, Ta)
RH = float(100)*VP/VPsat(Ta)
# convert back to ndarray if input is not a masked array
if WasND: RH, _ = pfp_utils.MAtoSeries(RH)
return RH
def h2o_mmolpmolfromgpm3(h_gpm3,T,p):
"""
Convert H2O concentration units of g/m^3 to mmol/mol.
Usage:
H2O_mmolpmol = h2o_mmolpmolfromgpm3(H2O_gpm3, T, p)
where
H2O_gpm3 (input) - H2O concentration, g/m^3
T (input) - air temperature, C
p (input) - air pressure, kPa
Returns the H2O concentration in mmol/mol.
"""
# convert to masked arrays
h_gpm3, WasND = pfp_utils.SeriestoMA(h_gpm3)
T, dummy = pfp_utils.SeriestoMA(T)
p, dummy = pfp_utils.SeriestoMA(p)
# do the job
h_mmpm = (h_gpm3/c.Mv)*c.R*(T+273.15)/(p*1000)
# convert to ndarray if input is not a masked array
if WasND: h_mmpm, _ = pfp_utils.MAtoSeries(h_mmpm)
return h_mmpm
def h2o_gpm3frommmolpmol(h_mmpm,T,p):
"""
Convert H2O concentration units of mmol/mol to g/m^3.
Usage:
H2O_gpm3 = h2o_gpm3frommmolpmol(H2O_mmolpmol, T, p)
where
H2O_mmolpmol (input) - H2O concentration, mmol/mol
T (input) - air temperature, C
p (input) - air pressure, kPa
Returns the H2O concentration in g/m^3.
"""
# convert to masked arrays
h_mmpm, WasND = pfp_utils.SeriestoMA(h_mmpm)
T, dummy = pfp_utils.SeriestoMA(T)
p, dummy = pfp_utils.SeriestoMA(p)
# do the job
h_gpm3 = (c.Mv*h_mmpm*p*1000)/(c.R*(T+273.15))
# convert to ndarray if input is not a masked array
if WasND: h_gpm3, _ = pfp_utils.MAtoSeries(h_gpm3)
return h_gpm3
def co2_umolpm3fromppm(c_ppm, T, p):
"""
Convert CO2 concentration units of umol/mol (ppm) to umol/m^3
Usage:
CO2_umolpm3 = co2_umolpm3fromppm(CO2_ppm, T, p)
where
CO2_ppm (input) - CO2 concentration, umol/mol
T (input) - air temperature, C
p (input) - air pressure, kPa
Returns the CO2 concentration in umol/m^3.
"""
# convert to masked array if required
c_ppm, WasND = pfp_utils.SeriestoMA(c_ppm)
T, dummy = pfp_utils.SeriestoMA(T)
T = T + 273.15 # temperature in K
p, dummy = pfp_utils.SeriestoMA(p)
p = p * float(1000) # pressure in Pa
# do the job
c_umolpm3 = c_ppm*p/(c.R*T)
# convert back to ndarray if input is not a masked array
if WasND: c_umolpm3, _ = pfp_utils.MAtoSeries(c_umolpm3)
return c_umolpm3
def co2_ppmfrommgCO2pm3(c_mgpm3,T,p):
"""
Convert CO2 mass density (mgCO2/m^3) to mole fraction (umol/mol)
Usage:
CO2_ppm = co2_ppmfrommgCO2pm3(CO2_mgpm3, T, p)
where
CO2_mgpm3 (input) - CO2 concentration, mgCO2/m^3
T (input) - air temperature, degC
p (input) - air pressure, kPa
Returns the CO2 mole fraction in umol/mol.
"""
# convert to masked array if required
c_mgpm3, WasND = pfp_utils.SeriestoMA(c_mgpm3)
T, dummy = pfp_utils.SeriestoMA(T)
T = T + 273.15 # temperature in K
p, dummy = pfp_utils.SeriestoMA(p)
p = p * float(1000) # pressure in Pa
# do the job
c_ppm = (c_mgpm3/c.Mco2)*c.R*T/p
# convert back to ndarray if input is not a masked array
if WasND: c_ppm, _ = pfp_utils.MAtoSeries(c_ppm)
return c_ppm
def h2o_mmolpm3fromgpm3(h_gpm3):
"""
Convert H2O concentration units of g/m^3 to mmol/m^3.
Usage:
H2O_mmolpm3 = h2o_mmolpm3fromgpm3(H2O_gpm3)
where
H2O_gpm3 (input) - H2O concentration, g/m^3
Returns the H2O concentration in mmol/m^3.
"""
# convert to masked arrays
h_gpm3, WasND = pfp_utils.SeriestoMA(h_gpm3)
# do the job
h_mmolpm3 = h_gpm3/float(c.Mv)
# convert to ndarray if input is not a masked array
if WasND: h_mmolpm3, _ = pfp_utils.MAtoSeries(h_mmolpm3)
return h_mmolpm3
def Fco2_umolpm2psfrommgCO2pm2ps(Fc_mgpm2ps):
"""
Convert Fc in units of mg/m^2/s to units of umol/m^2/s
Usage:
Fc_umolpm2ps = Fco2_umolpm2psfrommgCO2pm2ps(Fc_mgpm2ps)
where:
Fc_mgpm2ps (input) - CO2 flux in units of mg/m^2/s
Returns the CO2 flux in units of umol/m^2/s
"""
# convert to masked array
Fc_mgpm2ps, WasND = pfp_utils.SeriestoMA(Fc_mgpm2ps)
# do the job
Fc_umolpm2ps = Fc_mgpm2ps / c.Mco2
# convert back to ndarray if input is not a masked array
if WasND: Fc_umolpm2ps, _ = pfp_utils.MAtoSeries(Fc_umolpm2ps)
return Fc_umolpm2ps
def Fco2_umolpm2psfromgCpm2(Fc_gCpm2, ts=None):
"""
Convert Fc in units of gC/m^2 to units of umol/m^2/s
Usage:
Fc_umolpm2ps = Fco2_umolpm2psfromgCpm2(Fc_gCpm2)
where:
Fc_gCpm2 (input) - CO2 flux in units of gC/m^2 per time step
Returns the CO2 flux in units of umol/m^2/s
"""
# convert to masked array
Fc_gCpm2, WasND = pfp_utils.SeriestoMA(Fc_gCpm2)
# do the job
Fc_umolpm2ps = Fc_gCpm2*1E6/(12.01*ts*60)
# convert back to ndarray if input is not a masked array
if WasND: Fc_umolpm2ps, _ = pfp_utils.MAtoSeries(Fc_umolpm2ps)
return Fc_umolpm2ps
def Fco2_gCpm2psfromumolpm2ps(Fc_umolpm2ps):
"""
Convert Fco2 in units of umol/m^2/s to units of g/m^2/s (C, not CO2)
Usage:
Fco2_mgpm2ps = Fco2_gCpm2psfromumolpm2ps(Fc_umolpm2ps)
where:
Fco2_umolpm2ps (input) - CO2 flux in units of umol/m^2/s
Returns the CO2 flux in units of g/m^2/s (C, not CO2)
"""
# convert to masked array
Fc_umolpm2ps, WasND = pfp_utils.SeriestoMA(Fc_umolpm2ps)
# do the job
Fc_gCpm2ps = Fc_umolpm2ps * c.Mc/1E3
# convert back to ndarray if input is not a masked array
if WasND: Fc_gCpm2ps, _ = pfp_utils.MAtoSeries(Fc_gCpm2ps)
return Fc_gCpm2ps
def Fco2_gCpm2fromumolpm2ps(Fc_umolpm2ps, ts):
"""
Convert Fco2 in units of umol/m^2/s to units of gC/m^2 (C, not CO2)
Usage:
Fco2_gCpm2ps = Fco2_gCpm2fromumolpm2ps(Fc_umolpm2ps, ts)
where:
Fco2_umolpm2ps (input) - CO2 flux in units of umol/m^2/s
ts - time step in minutes
Returns the CO2 flux in units of gC/m^2 (C, not CO2)
"""
# convert to masked array
Fc_umolpm2ps, WasND = pfp_utils.SeriestoMA(Fc_umolpm2ps)
# do the job
Fc_gCpm2 = Fc_umolpm2ps*12.01*ts*60/1E6
# convert back to ndarray if input is not a masked array
if WasND: Fc_gCpm2, _ = pfp_utils.MAtoSeries(Fc_gCpm2)
return Fc_gCpm2
def ET_kgpm2fromkgpm2ps(ET_kgpm2ps, ts):
"""
Convert ET in units of kg/m^2/s to units of kg/m^2
Usage:
ET_kgpm2ps = ET_kgpm2fromkgpm2ps(ET_kgpm2ps, ts)
where:
ET_kgpm2ps (input) - ET in units of kg/m^2/s
ts - time step in minutes
Returns ET in units of kg/m^2
"""
# convert to masked array
ET_kgpm2ps, WasND = pfp_utils.SeriestoMA(ET_kgpm2ps)
# do the job
ET_kgpm2 = ET_kgpm2ps*ts*60
# convert back to ndarray if input is not a masked array
if WasND: ET_kgpm2, _ = pfp_utils.MAtoSeries(ET_kgpm2)
return ET_kgpm2