def calc_CO2_loss_temp (PCO2, alk, d, pHin, pHend, delpH, S, Tin, Tend, delT): L = np.array(['-', '--', '-.', ':', '--']) pH = np.arange(pHin, pHend, delpH) Tsteps = np.arange(Tin, Tend, delT) nTsteps = len(Tsteps) y = np.zeros((nTsteps, len(pH))) i = 0 for c in Tsteps: Tc = c - 273.15; #celcius P = 10; #(dbar) t = Tc*1.00024; p = P/10; den = calc_density(S, t, p); #(kg/m3) K1 = calc_K1(c,S)*(den/1000) #mol/L pK1 = -np.log10(K1) K2 = calc_K2(c,S)*(den/1000) #mol/L pK2 = -np.log10(K2) Kh = calc_Kh(c,S)*(den/1000) #mol/L/atm CO2sat = PCO2*Kh*1000 #mole/m3 kLa = 0.5*(1.024**((Tc)-20)) alpha0 = calc_alpha0(pH, pK1, pK2) alpha1 = calc_alpha1(pH, pK1, pK2) alpha2 = calc_alpha2(pH, pK1, pK2) H = 10**(-pH) OH = 10**(-(14-pH)) bt = (1/(alpha1 + (2*alpha2))) tp = (alk - OH + H) CT = tp * bt H2CO3 = alpha0*CT y[i,:] = kLa*(H2CO3 - CO2sat)*24*44 y = y*d plt.plot(pH, y[i,:].T, linestyle=L[i]) i += 1
def calc_CO2_loss_sal (pK1, pK2, alk, d, PCO2, pHin, pHend, delpH, kLa, T, Sin, Send, delS): L = np.array(['-', '--', '-.', ':', '--']) pH = np.arange(pHin, pHend, delpH) Ssteps = np.arange(Sin, Send, delS) nSsteps = len(Ssteps) y = np.zeros((nSsteps, len(pH))) i = 0 for c in Ssteps: Tc = 20; #celcius P = 10; #(dbar) t = Tc*1.00024; p = P/10; den = calc_density(c, t, p); #(kg/m3) K1 = calc_K1(T,c)*(den/1000) #mol/L pK1 = -np.log10(K1) K2 = calc_K2(T,c)*(den/1000) #mol/L pK2 = -np.log10(K2) Kh = calc_Kh(T,c)*(den/1000) #mol/L/atm alpha0 = calc_alpha0(pH, pK1, pK2) alpha1 = calc_alpha1(pH, pK1, pK2) alpha2 = calc_alpha2(pH, pK1, pK2) CO2sat = PCO2*Kh*1000 H = 10**(-pH) OH = 10**(-(14-pH)) bt = (1/(alpha1 + (2*alpha2))) tp = (alk - OH + H) CT = tp * bt H2CO3 = alpha0*CT y[i,:] = kLa*(H2CO3 - CO2sat)*24*44 y = y*d plt.plot(pH, y[i,:].T, linestyle=L[i]) i += 1
from calc_alphas import * from calc_density import * from rates import * import numpy as np from scipy.integrate import odeint import matplotlib.pyplot as plt global k1, k2, k3, k4 T = 20 + 273.15 S = 35 Tc = 20 P = 10 #(dbar) t = Tc * 1.00024 p = P / 10 den = calc_density(S, t, p) #(kg/m3) PCO2 = 0.000416 d = 0.15 y1 = 1.714 #g CO2 per g algae y2 = 0.1695 #g HCO3 as CO2 per g algae Kh = calc_Kh(T, S) * (den / 1000) #mol/L/atm K1 = calc_K1(T, S) * (den / 1000) #mol/L pK1 = -np.log10(K1) K2 = calc_K2(T, S) * (den / 1000) #mol/L pK2 = -np.log10(K2) Csat = PCO2 * Kh * 44 * 1000 alk0 = 2.5 r_algae = 10 pH = 8
from calc_density import * import numpy as np import matplotlib.pyplot as plt from calc_CO2_loss_temp import * #figures with different alkalinities T = 10 + 273.15 while T <= 30 + 273.15: S = 35 Tc = T - 273.15 #celcius P = 10 #(dbar) t = Tc * 1.00024 p = P / 10 den = calc_density(S, t, p) #(kg/m3) K1 = calc_K1(T, S) * (den / 1000) #mol/L pK1 = -np.log10(K1) K2 = calc_K2(T, S) * (den / 1000) #mol/L pK2 = -np.log10(K2) Kh = calc_Kh(T, S) * (den / 1000) #mol/L/atm PCO2 = 0.000416 alkin = 2 alkend = 27 delalk = 5 pHin = 6 pHend = 8.2 delpH = 0.1 d = 0.15 kLa = 0.5 * (1.024**((T - 273.15) - 20))