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157 lines (144 loc) · 6.17 KB
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Mon Jun 3 15:43:47 2024
@author: chingchen
"""
import pandas as pd
import numpy as np
import numpy.ma as ma
from matplotlib import cm
import matplotlib as mpl
from scipy.misc import derivative
import matplotlib.pyplot as plt
from scipy.signal import find_peaks
# from plot_time_vs_pow import hat_graph
labelsize = 20
bwith = 3
### PATH ###
path = '/Users/chingchen/Desktop/data/'
workpath = '/Users/chingchen/Desktop/StagYY_Works/thermal_evolution_v2/'
modelpath = '/Users/chingchen/Desktop/model/'
figpath = '/Users/chingchen/Desktop/figure/'
colors=['#282130','#849DAB','#CD5C5C','#35838D',]
header_list = ['time_Gyr','Prad','Ptidal','Fcore','Pint','Hint','conv',
'melt','P','zbot','%vol','Tbot','Tm','Fbot','Ftop','dlid','T_core']
#
fig,(aa1,aa2,aa3) = plt.subplots(3,1,figsize=(9,21))
# ax2=aa1[1]
# axx4=aa2[1]
# axftop2=aa3[1]
ax=aa1
ax3=aa2
axftop=aa3
# ---------------------------------------- figure --------------------------------
model_list = [
'Europa-tidal1_eta1.0d14_P1.0TW_1.5wt%-NH3_core0.00_Hvar_2', # power
'Europa-tidal1_eta1.0d14_P1.0TW_1.5wt%-NH3_core0.05_Hvar_2',
'Europa-tidal1_eta1.0d14_P1.0TW_1.5wt%-NH3_core0.10_Hvar_2',
# 'Europa-tidal1_eta5.6d13_P0.8TW_1.5wt%-NH3_core0.15_Hvar_2'
]
# label_list = ['10$^{13.5}$','10$^{13.75}$','10$^{14}$']
label_list=['100%','95%','90%']
min_zbot = []
max_zbot = []
amplitude_zbot=[]
for i, model in enumerate(model_list):
i = i
data = pd.read_csv(workpath+model+'_thermal-evolution.dat',
header=None,names=header_list,delim_whitespace=True)[2:].reset_index(drop=True)
data = data.replace('D','e',regex=True).astype(float) # data convert to float
x = data.time_Gyr
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.dlid, mask = mask_cond)
zbot_conv = ma.array(data.dlid, mask = mask_conv)
if i < 3:
ax.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=3)
else:
ax.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=1)
# ax.plot(x,zbot_cond,color='b',linestyle='dashed', lw=1)
#------------------------------------------------------------------------------------------
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.Tm, mask = mask_cond)
zbot_conv = ma.array(data.Tm, mask = mask_conv)
if i < 3:
ax3.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=3)
else:
ax3.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=1)
#------------------------------------------------------------------------------------------
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.Ftop, mask = mask_cond)
zbot_conv = ma.array(data.Ftop, mask = mask_conv)
if i < 3:
axftop.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=3)
else:
axftop.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=1)
# ---------------------------------------- figure 2 --------------------------------
model_list = ['Europa-tidal1_eta1.0d14_P0.6TW_1.5wt%-NH3_core0.00_Hvar_2', # power
'Europa-tidal1_eta1.0d14_P0.6TW_1.5wt%-NH3_core0.05_Hvar_2',
'Europa-tidal1_eta1.0d14_P0.6TW_1.5wt%-NH3_core0.10_Hvar_2',
'Europa-tidal1_eta1.0d14_P0.6TW_1.5wt%-NH3_core0.15_Hvar_2'
]
label_list=['100%','95%','90%','85%']
min_zbot = []
max_zbot = []
amplitude_zbot=[]
for i, model in enumerate(model_list):
data = pd.read_csv(workpath+model+'_thermal-evolution.dat',
header=None,names=header_list,delim_whitespace=True)[2:].reset_index(drop=True)
data = data.replace('D','e',regex=True).astype(float) # data convert to float
x = data.time_Gyr
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.dlid, mask = mask_cond)
zbot_conv = ma.array(data.dlid, mask = mask_conv)
if i < 3:
ax.plot(x,zbot_conv,color=colors[i],lw=3)
else:
ax.plot(x,zbot_conv,color=colors[i],lw=1)
#------------------------------------------------------------------------------------------
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.Tm, mask = mask_cond)
zbot_conv = ma.array(data.Tm, mask = mask_conv)
if i < 3:
ax3.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=3)
else:
ax3.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=1)
#------------------------------------------------------------------------------------------
mask_cond = data.conv
mask_conv = ~ma.array(data.zbot, mask = data.conv).mask
zbot_cond = ma.array(data.Ftop, mask = mask_cond)
zbot_conv = ma.array(data.Ftop, mask = mask_conv)
if i < 3:
axftop.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=3)
else:
axftop.plot(x,zbot_conv,color=colors[i],label=label_list[i],lw=1)
# ------------------------------ figure setting ------------------------------
ax.set_ylim(20,0)
# ax2.set_ylim(20,0)
ax3.set_ylim(240,280)
# axx4.set_ylim(240,280)
axftop.set_ylim(20,60)
# axftop2.set_ylim(20,60)
ax.legend(fontsize=labelsize)
# ax2.set_ylabel('stagnant thickness (km)',fontsize = labelsize)
ax.set_ylabel('stagnant thickness (km)',fontsize = labelsize)
ax3.set_ylabel('T$_m$ (K)',fontsize = labelsize)
# axx4.set_ylabel('T$_m$ (K)',fontsize = labelsize)
axftop.set_xlabel('Time (Gyr)',fontsize=labelsize)
# axftop2.set_xlabel('Time (Gyr)',fontsize=labelsize)
axftop.set_ylabel('surface heat flux',fontsize = labelsize)
# axftop2.set_ylabel('surface heat flux',fontsize = labelsize)
for aa in [ax,ax3,axftop]:
aa.minorticks_on()
aa.tick_params(which='minor', length=5, width=2, direction='in')
aa.tick_params(labelsize=labelsize,width=3,length=10,right=True, top=True,direction='in',pad=5)
aa.set_xlim(0,4.55)
aa.grid()
for axis in ['top','bottom','left','right']:
aa.spines[axis].set_linewidth(bwith)
# fig.savefig('/Users/chingchen/Desktop/StagYY_Works/paper_europa_ice_shell/figureS3_v5.pdf')