{
"cells": [
{
"cell_type": "markdown",
"id": "f037fd25-b3cf-4cde-a591-8a856ce8fd13",
"metadata": {},
"source": [
"# Polybaric liquid-line-of-descents"
]
},
{
"cell_type": "markdown",
"id": "adc693d5",
"metadata": {},
"source": [
"- One of the primary uses of the MELTS models is simulating the crystallisation of magma under different conditions.\n",
"- Users may wish to simulate the crystallization of magma over a range of pressure. PetThermoTools offers two options for these calculations: (i) 'one-step', pressure changes from A to B at a specified temperature; (ii) 'path', a P-T path is defined by the user for the calculation.\n",
"- Here we examine how a P-T path can be used to produce polybaric fractional crystallization paths.\n",
"\n",
"**Before any calculations can be run** users need to download the alphaMELTS for MATLAB files. Please see the installation guide on ReadTheDocs.\n",
"\n",
"Data used in the calculations below can be downloaded from here: https://github.com/gleesonm1/PetThermoTools/blob/master/docs/Examples/CrystallisationTests/Fernandina_glass.xlsx"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "49d709f6-5b7f-4a0a-bdc7-5031ef5ca560",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"alphaMELTS for Python files successfully located.\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import petthermotools as ptt\n",
"\n",
"# If the alphaMELTS for Python files have not been added to your Python path (see installation guide) then use the two lines below to add\n",
"# the location of the alphaMELTS files here.\n",
"# import sys\n",
"# sys.path.append(r\"MELTS\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4497bb6d",
"metadata": {},
"outputs": [],
"source": [
"# Can be used to suppress outputs on MacOS - run twice\n",
"import platform\n",
"if platform.system() == \"Darwin\":\n",
" import sys\n",
" import os\n",
" sys.stdout = open(os.devnull, 'w')\n",
" sys.stderr = open(os.devnull, 'w')"
]
},
{
"cell_type": "markdown",
"id": "00cf288b-d00b-4dba-8e95-985874c5ec8d",
"metadata": {},
"source": [
"As in other examples, we need to load in some data. Here we'll use data from Isla Fernandina in the Galapagos Archipelago, where a series of melt inclusions (Koleszar et al. 2009) and matrix glasses (Peterson et al. 2017) provide us with plenty of glass data to constain the magmatic evolution of the sub-volcanic system. The melt inclusion and matrix glass data is included in a single excel spreadsheet that we can load in using Pandas. We can also split this DataFrame into two. One containing just the melt inclusion data, the second including just the matrix glass data."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "09f40231-5761-4cbe-8b86-a11b1696fa6b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
Group
\n",
"
Latitude
\n",
"
Longitude
\n",
"
SiO2
\n",
"
TiO2
\n",
"
Al2O3
\n",
"
FeOt
\n",
"
MnO
\n",
"
MgO
\n",
"
CaO
\n",
"
Na2O
\n",
"
K2O
\n",
"
P2O5
\n",
"
H2O
\n",
"
CO2
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
MG
\n",
"
-0.17
\n",
"
-91.77
\n",
"
49.11
\n",
"
2.90
\n",
"
14.04
\n",
"
11.38
\n",
"
0.21
\n",
"
6.53
\n",
"
11.88
\n",
"
2.55
\n",
"
0.43
\n",
"
0.30
\n",
"
0.593
\n",
"
0.011442
\n",
"
\n",
"
\n",
"
1
\n",
"
MG
\n",
"
-0.17
\n",
"
-91.77
\n",
"
49.22
\n",
"
3.10
\n",
"
14.09
\n",
"
11.37
\n",
"
0.20
\n",
"
6.75
\n",
"
11.78
\n",
"
2.75
\n",
"
0.44
\n",
"
0.31
\n",
"
0.683
\n",
"
0.009890
\n",
"
\n",
"
\n",
"
2
\n",
"
MG
\n",
"
-0.21
\n",
"
-91.81
\n",
"
49.01
\n",
"
2.92
\n",
"
13.92
\n",
"
11.74
\n",
"
0.21
\n",
"
6.31
\n",
"
11.90
\n",
"
2.55
\n",
"
0.46
\n",
"
0.33
\n",
"
0.635
\n",
"
0.012210
\n",
"
\n",
"
\n",
"
3
\n",
"
MG
\n",
"
-0.21
\n",
"
-91.80
\n",
"
49.42
\n",
"
3.14
\n",
"
13.92
\n",
"
11.77
\n",
"
0.20
\n",
"
6.47
\n",
"
11.46
\n",
"
2.82
\n",
"
0.46
\n",
"
0.33
\n",
"
0.732
\n",
"
0.010531
\n",
"
\n",
"
\n",
"
4
\n",
"
MG
\n",
"
-0.24
\n",
"
-91.75
\n",
"
48.76
\n",
"
3.57
\n",
"
13.88
\n",
"
11.83
\n",
"
0.23
\n",
"
6.37
\n",
"
11.40
\n",
"
3.09
\n",
"
0.52
\n",
"
0.36
\n",
"
0.834
\n",
"
0.007797
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MG -0.17 -91.77 49.11 2.90 14.04 11.38 0.21 6.53 11.88 \n",
"1 MG -0.17 -91.77 49.22 3.10 14.09 11.37 0.20 6.75 11.78 \n",
"2 MG -0.21 -91.81 49.01 2.92 13.92 11.74 0.21 6.31 11.90 \n",
"3 MG -0.21 -91.80 49.42 3.14 13.92 11.77 0.20 6.47 11.46 \n",
"4 MG -0.24 -91.75 48.76 3.57 13.88 11.83 0.23 6.37 11.40 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.55 0.43 0.30 0.593 0.011442 \n",
"1 2.75 0.44 0.31 0.683 0.009890 \n",
"2 2.55 0.46 0.33 0.635 0.012210 \n",
"3 2.82 0.46 0.33 0.732 0.010531 \n",
"4 3.09 0.52 0.36 0.834 0.007797 "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_excel('Fernandina_glass.xlsx')\n",
"df = df.fillna(0)\n",
"\n",
"# split data based on the Group (Melt Inclusion or Matrix Glass)\n",
"MI = df.loc[df['Group'] == 'MI',:].reset_index(drop = True)\n",
"MG = df.loc[df['Group'] == 'MG',:].reset_index(drop = True)\n",
"\n",
"MG.head()"
]
},
{
"cell_type": "markdown",
"id": "f8d588ca-4d54-4b6e-bfcf-8fb872676ace",
"metadata": {},
"source": [
"One of the key things that we need to perform any calculations with MELTS is a starting composition. To start, let's use the most primitive (highest MgO) composition from the melt inclusion analyses. There are a few ways to find this composition, the way I like to do so (not necessarily the quickest) is to simply sort the melt inclusion DataFrame by the MgO contents and select the first row:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d58cfa8a-3bee-4f7d-8431-567d2b8a95e4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
Group
\n",
"
Latitude
\n",
"
Longitude
\n",
"
SiO2
\n",
"
TiO2
\n",
"
Al2O3
\n",
"
FeOt
\n",
"
MnO
\n",
"
MgO
\n",
"
CaO
\n",
"
Na2O
\n",
"
K2O
\n",
"
P2O5
\n",
"
H2O
\n",
"
CO2
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
MI
\n",
"
0.0
\n",
"
0.0
\n",
"
47.5
\n",
"
2.29
\n",
"
16.4
\n",
"
9.16
\n",
"
0.123
\n",
"
9.38
\n",
"
11.6
\n",
"
2.25
\n",
"
0.329
\n",
"
0.257
\n",
"
0.68
\n",
"
0.0280
\n",
"
\n",
"
\n",
"
1
\n",
"
MI
\n",
"
0.0
\n",
"
0.0
\n",
"
47.5
\n",
"
2.58
\n",
"
15.5
\n",
"
10.04
\n",
"
0.138
\n",
"
8.97
\n",
"
11.4
\n",
"
2.44
\n",
"
0.428
\n",
"
0.262
\n",
"
0.69
\n",
"
0.0630
\n",
"
\n",
"
\n",
"
2
\n",
"
MI
\n",
"
0.0
\n",
"
0.0
\n",
"
49.2
\n",
"
2.33
\n",
"
16.0
\n",
"
8.67
\n",
"
0.147
\n",
"
8.94
\n",
"
12.0
\n",
"
1.78
\n",
"
0.005
\n",
"
0.094
\n",
"
0.78
\n",
"
0.0004
\n",
"
\n",
"
\n",
"
3
\n",
"
MI
\n",
"
0.0
\n",
"
0.0
\n",
"
48.4
\n",
"
2.50
\n",
"
15.7
\n",
"
9.07
\n",
"
0.139
\n",
"
8.88
\n",
"
11.6
\n",
"
2.18
\n",
"
0.398
\n",
"
0.326
\n",
"
0.69
\n",
"
0.0126
\n",
"
\n",
"
\n",
"
4
\n",
"
MI
\n",
"
0.0
\n",
"
0.0
\n",
"
48.1
\n",
"
2.46
\n",
"
15.3
\n",
"
8.96
\n",
"
0.153
\n",
"
8.82
\n",
"
12.1
\n",
"
2.34
\n",
"
0.325
\n",
"
0.387
\n",
"
0.88
\n",
"
0.4986
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MI 0.0 0.0 47.5 2.29 16.4 9.16 0.123 9.38 11.6 \n",
"1 MI 0.0 0.0 47.5 2.58 15.5 10.04 0.138 8.97 11.4 \n",
"2 MI 0.0 0.0 49.2 2.33 16.0 8.67 0.147 8.94 12.0 \n",
"3 MI 0.0 0.0 48.4 2.50 15.7 9.07 0.139 8.88 11.6 \n",
"4 MI 0.0 0.0 48.1 2.46 15.3 8.96 0.153 8.82 12.1 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.25 0.329 0.257 0.68 0.0280 \n",
"1 2.44 0.428 0.262 0.69 0.0630 \n",
"2 1.78 0.005 0.094 0.78 0.0004 \n",
"3 2.18 0.398 0.326 0.69 0.0126 \n",
"4 2.34 0.325 0.387 0.88 0.4986 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"MI = MI.sort_values('MgO', ascending = False, ignore_index = True)\n",
"MI.head()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5da77a80-a76a-49ab-85ea-6aa28caf30b6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Group MI\n",
"Latitude 0.0\n",
"Longitude 0.0\n",
"SiO2 47.5\n",
"TiO2 2.29\n",
"Al2O3 16.4\n",
"FeOt 9.16\n",
"MnO 0.123\n",
"MgO 9.38\n",
"CaO 11.6\n",
"Na2O 2.25\n",
"K2O 0.329\n",
"P2O5 0.257\n",
"H2O 0.68\n",
"CO2 0.028\n",
"Name: 0, dtype: object"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"starting_comp = MI.loc[0]\n",
"starting_comp"
]
},
{
"cell_type": "markdown",
"id": "8031b333-bc47-412a-b870-bd3cf750e752",
"metadata": {},
"source": [
"We can now perform crystallisation calculations. These calculations are run using rhyoliteMELTSv1.2.0 (we have some CO$_2$ in the starting composition), start at the liquidus and end at 1100$^o$C. The calculations are also run at 1 log unit below the FMQ buffer. By specifying Frac_solid = True, we inform PetThermoTools that we want to perform a fractional (rather than equilibrium) crystallisation scenario.\n",
"\n",
"**In this example I have specified a range of starting pressures and a single end pressure. The code will create an array of pressure values between the start and end points of each calculation.**"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "6cf1e49f-28d0-4988-b950-f837c3a4dfb9",
"metadata": {},
"outputs": [],
"source": [
"Polybaric_Xtal = ptt.polybaric_crystallisation_path(Model = \"MELTSv1.0.2\",\n",
" bulk = starting_comp,\n",
" find_liquidus = True,\n",
" P_start_bar = np.array([4000.0, 2000.0, 1000.0, 500.0]),\n",
" P_end_bar = 200.0,\n",
" T_end_C = 1100,\n",
" dt_C = 2,\n",
" fO2_buffer = \"FMQ\",\n",
" fO2_offset = -1.0,\n",
" Frac_solid = True,\n",
" Frac_fluid = True)"
]
},
{
"cell_type": "markdown",
"id": "0ca3d805",
"metadata": {},
"source": [
"This code will perform all 4 calculations simultaneously. This 'parallel processing' reduces the time required to perform these models.\n",
"\n",
"There are several ways to display the results. Option 1 is to use the in-built harker plotting function which directly plots oxide-oxide graphs without having to make any changes to the output from the crystallisation models. You'll see below that the code also allows other data to be loaded and plotted alongside the models: "
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c5e38324",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(,\n",
" array([[,\n",
" ,\n",
" ],\n",
" [,\n",
" ,\n",
" ],\n",
" [, , ]],\n",
" dtype=object))"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ptt.harker(Results = Polybaric_Xtal, data = {'MI': MI, 'MG': MG},\n",
" d_color = ['b','red'], legend_loc = [1,2])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a2529b7a",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}