{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Phase Diagram calculations at Mauna Loa\n", "\n", "- Given a set composition we can use `ptt` to assess the phase stability at different P-T conditions to construct a phase diagram.\n", "- These calculations can be performed with either the MELTS or Holland & Powell family of thermodynamic models (through MAGEMin).\n", "- Also use outputs to assess the variability in key geochemical parameters across P-T space (e.g., phase proportions or chemistry).\n", "\n", "\n", "**Before any calculations can be run** users need to download the alphaMELTS for MATLAB files and/or install the MAGEMinCalc and juliacall packages. Please see the installation guide on ReadTheDocs." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "alphaMELTS for Python files successfully located.\n", "0.3.23\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\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'C:\\Users\\penny\\Box\\Berkeley_new\\MELTS_Installation\\alphamelts_py\\alphamelts-py-2.3.1-win64')\n", "\n", "\n", "import petthermotools as ptt \n", "\n", "print(ptt.__version__)\n", "# If you are running in jupyter lab or notebook, remove the word widget. \n", "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Julia environment detected.\n", "Detected IPython. Loading juliacall extension. See https://juliapy.github.io/PythonCall.jl/stable/compat/#IPython\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Activating project at `~/.petthermotools_julia_env`\n", "Precompiling MAGEMinCalc...\n", " 600.5 ms ? PythonCall\n", "Info Given MAGEMinCalc was explicitly requested, output will be shown live \u001b[0K\n", "\u001b[0KUsing libMAGEMin.dylib from MAGEMin_jll\n", "\u001b[0K┌ Warning: Module PythonCall with build ID fafbfcfd-3501-17ed-0393-e686105ae5fb is missing from the cache.\n", "\u001b[0K│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n", "\u001b[0K└ @ Base loading.jl:2541\n", " 1191.0 ms ? MAGEMinCalc\n", "[ Info: Precompiling MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2] (cache misses: wrong dep version loaded (2), mismatched flags (2))\n", "┌ Warning: Module PythonCall with build ID fafbfcfd-3501-17ed-0393-e686105ae5fb is missing from the cache.\n", "│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n", "└ @ Base loading.jl:2541\n", "┌ Info: Skipping precompilation due to precompilable error. Importing MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2].\n", "└ exception = Error when precompiling module, potentially caused by a __precompile__(false) declaration in the module.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using libMAGEMin.dylib from MAGEMin_jll\n", "Using libMAGEMin.dylib from MAGEMin_jll\n", " From worker 5:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 2:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 4:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 3:\tUsing libMAGEMin.dylib from MAGEMin_jll\n" ] } ], "source": [ "ptt.activate_petthermotools_env()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As in all examples we will import the key packages including `ptt`. The only difference here is that we will also use `%matplotlib widget` to make the phase diagram plots interactive (more explanation later).\n", "\n", "The cell below can be used for users running MacOS to suppress the outputs (you need to run it twice). I'm still trying to find a better way to deadl with this - if you have suggestions please let me know." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Should be used to suppress outputs on MacOS - run twice - if on windows, wont do anything. \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", "metadata": {}, "source": [ "## Bulk composition\n", "- We are going to recreate the study of Wieser et al. (2025b), which places constraints on magma storage at Mauna Loa Volcano (Bull Volcanol, https:// doi. org/ 10. 1007/ s00445- 025- 01869-2). It has been suggested based on pMELTS modelling that the presence of high Mg# Opx indicates sub-Moho magma storage. We can assess if this is true using different thermodynamic models. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Estimated primary melt composition using reverse crystallization calculations in Petrolog3\n", "Prim_MELT = {\n", " 'SiO2_Liq': 48.5858,\n", " 'TiO2_Liq': 1.4381,\n", " 'Al2O3_Liq': 9.73,\n", " 'FeOt_Liq': 10.144, # 9.064 + 0.8998*1.1996\n", " 'MgO_Liq': 20.0,\n", " 'CaO_Liq': 7.2186,\n", " 'Na2O_Liq': 1.7327,\n", " 'K2O_Liq': 0.3227,\n", " 'Cr2O3_Liq': 0.0702,\n", " 'H2O_Liq': 0.2,\n", " 'Fe3Fet_Liq': 0.106 # (0.8998*1.1996) / FeOt\n", "}\n" ] }, { "attachments": { "Refinement-2.png": { "image/png": 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dv27RTU4bLlnzyKh7jqn+y8fBypY8N0J/SXxw/9oXH9v/ruzahpY8d6c3vrzxV4+OqbxrZWBZFwAAAKkrkUjcPHnS6LGHlv9lTNNv9whyMkI+oFNO/U37fXXNLrsOG/rYtMdCHv4tTYmmsEYlaWt4Y2Pj6aefftppp1VXVydjfhAENTU1n3766dZbb/36668n6QgAAGgzVMMBAACAcHwRlB1Sdc/dR04Z9I8IVkrv/vLSa86YPrriztVBTcuf3sLeCkpOr3ps5r53dV8R5iKuH2n8/e8f+ueXDq28pz4I7c1pAAAACFF9ff1xJ//ygtt+V/3qscHP+iXxpLFbV80+Ytxpv7z0yssTidDWe39biFvDY0nYGr527dphw4bdddddVVXJvYe8oaFh9erVe++997333pvUg9qSJH1PkkgkXNuW4VK3AFc42VxhIBJh3xcLLa66sWZx1dLPKxevrl8TdZa2Y1HVkqgjAAAArUwiCI4rf/C065454IkFUWX4xZ3vvL99n9Mn9H4gfnRUGVpAbdB4ROV9tx/z8OD3l0WV4epz5x44pNfvdn/u4sx9osoAAAAA3ymRSBx1/Pg5X82reu24oEN20s/boVf134///ag76+rrrvmfK0MfH2KlLPRqeG1t7V577fXRRx/V1taGO/n7VFdXn3LKKbFYbMKECS1zYutSVlY2Z86cv/zlL/Pnz//qq6/Wrl2blZXVtWvXwsLC/fff/5BDDhk8eHCSlse3bY2Nja+88srUqVNffPHF5cuXr1q1KpFIdOrUqUePHttvv/0RRxyx9957Z2cn/6dNO1BfX//iiy8+/PDDr7766ooVK1atWhUEQZcuXbp3777TTjsdeeSRQ4cOzczMjDpmK9bU1PTmm29OnTr12WefXbZs2apVqxobGzt16tS9e/fBgwcfddRR++67b25ubtQxW7FEIvHBBx88+uijs2fPLi0t/frrr+vq6jp27LjBBhtsvvnmRxxxxMiRIzt27Bh1TKDtUw2ntapsrJryxSO3Lbrr3TXzos4CAABA8GTw6Zdrlk783UvRxrhq4txNjhr8brBsm6BntEmS5/bGNwa+vfiQR+dHmCG9senWXzyyw4e9T8rcuXuQF2ESAAAA+DdXXXfN3PmvV700Poi3VH2wqKByzhGTdvjTkEFbHXH4EeHOTtmt4YlE4rjjjluwYEGL9cLXqaqq+tWvfrXpppvutNNOLXluivv888/POeecOXPmZGdnl5eXf/Pfa2pqiouLi4uL582bd9NNN+Xn51911VXHHntsenp6hGlbkcrKyhtuuOH3v/99LBarrKxsbGz85n+tXLly5cqV8+fPnzZtWl1d3XHHHXfFFVd07do1wrStWllZ2dVXX33LLbdkZGRUVFQ0Nf3rcYUrVqxYsWLF/Pnzp06d2tDQcPLJJ1988cXKtT9VbW3tLbfcctVVVzU2NlZXVzc0NHzzv77++uuvv/76o48+mj17dm1t7VFHHXX11VcXFhZGmLY1amxsvO+++y688MKysrL6+vq6urpv/tfq1atXr169YMGCZ599tra2dr/99rvpppsGDBgQYVqgzUuLOgD8ZIkgccPCyUWzNz/x3bP0wgEAAFJBY5CYWDH9mjNnZDQ0/fBHJ1NBee3FF849r2J6tDGSZ21Qe3Xds9eeHv0vsN+i1Uff987l1U9FHQQAAAD+ZeasmVfffEPljENbrhe+To/8qhmHHn/qSe+88064g8Oshoe6LvqGG26YOXNmVVVViDN/pOrq6hEjRhQXF7f80Slo3Sb1QYMGPfHEE3V1dd/uhX9bXV1dZWXl8uXLzzrrrP79+7/wwgstnLM1euCBB/r06XPdddeVl5eXlZV9uxf+jUQiUVZWVlNTc9ddd2244Ya/+93vvt1p5sdIJBK33357nz59Jk2aVFVVVVZW9p3XsKmpqaysrKqq6o9//GOfPn0mT54c4kMV2rxp06b16dPnsssuW7NmTXl5+bd74d9WVlZWW1s7ZcqU/v37X3zxxd/3Yfynl156aZNNNjnjjDNKS0srKyu/3Qv/tvLy8rq6ujlz5my99dYnnnhiJH+GAu2EajitzJr6tQe9Pu7cDy8pa/juf88AAADQ8h5MvF/w2ZcHTf846iBBEAQn/vntxWuXPh18HnWQpLi+7vkRM+dvPW951EGCIAguvvjpvzS+vzBYFXUQAAAACIIg+PDDD8ceP6F62qFB7w4RHL9NYdVt++835oBly5aFODU1t4bPnTv30ksvraysDGvgT1VeXr7vvvtWV1dHFSBFFBcXb7fddvfcc09NTc2PLHFWVFQsWbJkxIgRkyZN0qz9PutWU5900kmrV6/+kd3N2traysrKK6+88oADDojwt0arU1tbO3bs2N/85jdlZWU/8nd0dXV1eXn5+eeff8QRR9TU1CQ7YWvX1NR0/vnnjxs37quvvvqR35l1dXXV1dU33njjXnvttWbNmmQnbAP++Mc/Dh8+fNGiRRUVFT/m49ctbr///vu32WabL774ItnxgPZJNZzWZFXd6p2eHzazdE7UQQAAAPiXuqDxourZ1506LZYabyZl1jdefdaM88qnpUSaUC0LKm5reOPyibOjDvJP3VZWnX3dCxdVzoo6CAAAAARNTU0/n3Bk1e9+FuzUO7IQh26xdvymx576yxBHhljeDasaXl5efuSRR0Zby25oaFi0aNFFF10UYYbIffzxx1tvvfXChQvX42tRXV3929/+9pRTTtEO/091dXX77LPPfffdtx4LfSsrK59//vltttlm1SrLFH5YVVXVrrvuOmPGjPUo01dWVj7++OM777zzjyzjtk+NjY1jxoyZPHnyenwzV1VVvfXWW1tttVVpaWkysrUZZ5xxxrnnnrseP4dramo+++yzrbfe+h//+EcyggHtnGo4rUZToumYt09ZUPFZ1EEAAAD4P54NFvVetHK3V5ZGHeRfDnn0o9XVq+cFKbFaO0QPJz48cNbHfZeujTrIv5zxh9fmpC9eG9RGHQQAAID2bspDU0ozqxLHD4k2RsPFe7z0xmuvvfZaWAND3BqeFgunInLNNdfU1dWFMqo5ampqbrvtti+//DLqINFYtWrVPvvss3r16h+5LPw/VVVV3X///TfffHO4wVq7RCJx/PHH//3vf1+PKu06NTU1S5YsGTVq1Hp/adqJRCJx+OGHz58/f73vM6murv7kk08OPfTQpqamcLO1Geecc86zzz673mvsa2trly1btu+++9rO/n0mT5585513rvePi8bGxrVr1w4bNmzlypXhBgNQDafVuG7hpMeXPRl1CgAAAP7djOr3xtz/96hT/B+xRGLMIx/MaGhryzZmlL990F/ejTrF/1FQXrvHm8vmBJ9GHQQAAIB2rba29pwLz6+4bq8gFs5i7PWXm1l1+e6nnHtWWMuYm1Jsa/iyZcv+8Ic/RLsy/BsNDQ0TJ06MOkUEmpqaRo0atXLlymZ+m1VWVl5wwQV/+9vfwgrWBkyaNGn69OnN/A6vq6t7//33TzvttLBStUmXXXbZ888/38zOcU1NzUsvvdTOHyDwfe6///7//d//Xe/W8joNDQ2ff/75hAkTwkrVlrzwwgsTJ05s5hVOJBKrVq0aOXJkY2NjWMEAAtVwWos19Wuv+Pj6qFMAAADw75qCxIzExwdP+yjqIP/u4Ifnzah8J+oUYVoVVP89a+V+T6Xc07QOeuDvM8rfijoFAAAA7dotf5xctWXnYOhGUQcJgiAIjhmycM2XM2fNDGVYiFvDY2H05s8///zUqa/V19dPnz79H/9oa9sBftCDDz44b968UHa3V1dXH3PMMfX19c0f1QYsX778t7/97XqvWP62qqqq++677913U2vLQ+pYtGjRddddF9alvummmxYuXNj8UW3J2rVrTz311Ga2lteprq5+4oknnn/++eaPaksaGhomTJgQyo1SdXV18+fPv++++5o/CuAbquG0Dvct/UtVY0rcdgwAAMC3vRWUdFpVNXDB11EH+Xe7vbJ0aVr50mBt1EFCMzv49GevFserUu6NugNnfTI3c2ldkCrvCgMAANDeVFRUXP67qyqvHRp1kP8vPa3y2p+dcf6vQ1kcHmY1vNlbwz/77LOHH344lEZyWGpra88888yoU7SompqaX//616F0atdZu3btHXfcEda0Vu2CCy4I8c6Hmpoai8O/zznnnNPQ0BDWtPr6+rPOOiusaW3DVVddFeIVrqqqOvXUU8N6GkbbcPfdd3/9dWhvi1RWVp577rkp8kQOoG1QDacVSASJP35+Z9QpAAAA+A4z6/8x+i+puPwmo6HpgDmfzUx8HHWQ0EyveOugB1JxOXfPZRWbf7b6+WBx1EEAAABop+bOnRsM6RkM6h51kG8Zucmq+or33nuv+ZNCrOI1vxo+ZcqU1FkZvk5TU9NLL720evXqqIO0nPvuuy+UTcDfqKiouOiii1LtK9vySktLp0yZEuKdD4lE4v3333/99dfDGthmLFy48MknnwyxuNzY2Pj8889/9FHKPdkyKmVlZbfccku4PeOlS5fOnTs3xIGtWlNT0wUXXBDiLTpBEFRXV991110hDgTaOdVwWoGVtV9/UvFp1CkAAAD4Du9Xfb7Tq0uiTvHddnp+wQfVKZptPXyYWL7jm8VRp/huO77w2YfBV1GnAAAAoJ16cPrD5Qf1jzrF/xWL1Y7Z5JHpjzV/Uphbw2PNrYY/+OCDKbUyfJ3s7OzZs2dHnaLl3H333eH2EYMgaGhoeOONN8Kd2erMmDEjLS3kGlVNTc1DDz0U7sw24JFHHmlqagp3ZkNDw9SpU8Od2XrNnTs3MzMz3JmVlZUPPPBAuDNbr7fffrumpibcmVVVVffcc0+4M4H2TDWcVmBR1dKoIwAAAPDdSoOKXsVlUaf4bkUl5cX1bWdlVElWXcpe6l6Lvy6pWxl1CgAAANqj+vr6p2bPDUZvGnWQf1d/0KYPzXik+XPCrIY379OLi4sXL14cSpJwlZeXP/jgg1GnaCFr16595513Qh9bVVWlVvvAAw+Eu449CILGxsaHH344xN3/bcODDz5YW1sb7sy6uropU6aEO7P1mjJlSnl5ebgzE4nErFmzPF5gnUceeST0angQBPPmzWtXD8EAkko1nFbg88rFUUcAAADguxVn1hSVhPwqc1iKSspLEyma7aeqCOoaYomOa0N+yyQsRSXlJbVfR50CAACA9ujFF1/MGNAt6NUh6iD/YZfepSUlixYtauaYEEulseaVw2fMmJGenh5WmHA999xzoTdNU9Prr7+em5sb+tjGxsY5c+aEPrYVSSQSb775ZjImr1mzprS0NBmTW6na2tqPP/44GZM/++yzioqKZExudV588cVkjE0kEkn62rU6s2fPbmhoCH1sTk7OK6+8EvpYoH1SDacVqGtKuSdS8eN1yCiIOgIAAJAsjUHi6+ymHstDfoJtWIpKykuywl/dEYnSoKJoVX0sVTcMFZWUFzeuiToFAAAA7dEjs6ZVjNk46hTfJT0tduCmM2fNbOaYELeGp8WaVRF58MEHQ9+pHJasrKznnnsu6hQtobi4OBl9xCAIVqxYkYyxrcWaNWtisWYu1v9u2dnZxcXFyZjcSpWWlubk5CRjck5OjhZ+EAQNDQ1r165NxuT09HTfzOssW7YsGWMbGhpKSkqSMRloh1TDaQU2ztso6gisP18+AABow1YElV0qGzPrU/Qhkj2WV3yd1dgQNEUdJAQlQXnhihR98zVYt6A9LXXjAQAA0Ia9M39e03ZFUaf4btXbdn/3ow+aOaQpEdorG83cGr5gwYKwkoQueXuIU01xcXF1dXUyJpeVlTU1tYWX0dZPSUlJdnZ28oYnaXJrVFJSkpGRkYzJ6enpLnUQBCtWrEjSN3NjY6MrHARBIpFYvXp1MiZXV1d/+eWXyZgMtEOq4bQC/eIbRh2B9dQ5s1OnzI5RpwAAAJKlLKgtqEzRXngQBBkNTVmNQVVQH3WQEJQFtQXlqftY5ILy2rLM1P1OAAAAoA1bVrIsKErV5xgXFSwpbW7HK8St4c1ZipxIJNasSd0nhtXW1i5ZsiTqFC1h1apVSSpwx2KxJJXOW4WysrK0tKR0qBobG8vKypIxuZVK6tVwqYMgKCsrS09PT8bkhoYGVzgIgrq6ukRyHu+ZSCRWrVqVjMlAO6QaTitQmNOjZ073qFOwPrbtNDjqCAAAQBL1DPKXd86MOsX3qsjPakqLFQTJ2vfTknoG+Su650ed4nst75HfszYr6hQAAAC0RytLlweFqfpP5sKCkuLmLlgNsxrejK3hq1atSlLXMCyLFi2KOkJL6NOnT1ZWUl6ESU9Pz8vLS8bkVqFnz54NDQ3JmJyent6zZ89kTG6levbsmaRa7brhSZrcivTs2bOuri4Zk7OyslzhIAiys7OTtJc9IyOjT58+yZgMtEOq4bQCabG0Ezc6NuoUrI+T+h0bdQQAACCJOgTZDemx8oIU7V6XFhYU1mQ060nJKaMwyC/unhN1iu9VUlRQFEvVDW0AAAC0XTU1NTXllUHXeNRBvkdRwVcly5s5I8QOZXOq4SUlJUlqwoVl6dKlUUdoCUVFRUn6QnTp0iUZY1uLwsLCmpqaZExuamoqKipKxuRWqqioKEnF5fr6epc6CIKOHTsmqXwfi8Vc4XW6du2ajLE5OTm9evVKxmSgHVINp3X45UYT0mMpfQsy/6lnTveDCkdGnQIAAEiiWBAU1WSWpupqrpKigqKG3KhThKNHkL8yP60hI0VfySkpKijM6Bx1CgAAANqd0tLS3J5dgrRUvTG8Z37ZV6saGxubMyNFtoaXlJTEYql6nYMgCILly5vbwm8V+vfvn6TJG2+8cZImtwo5OTkdO3ZMxuTa2toNN9wwGZNbqW7duiVpclNTU48ePZI0vBVJXoG7trY2eT+CWpcBAwYkY2xaWporDIQlRd9QhH/TO7fohI3GR52Cn+aCgedkpqXuk+UBAIBQFDXmlhSl6LrokqKCovROUacIR2aQ1rUufUX3FH2qb0mvDr1yu0edAgAAgHanqqoqLZ4RdYrvl5kWxIL6+vrmzAhx9Wtzut1VVVVJWkMbliStfE412223XTI6+vF4/Mgjjwx9bOty4IEHJuPaDh48OD8/RTdrRCItLW2fffZJxuShQ4dmZKTwnwgt6NBDD03Gpejdu3dhYWHoY1ujI488Mi8v/Nfqm5qadtxxx9DHAu2Tajitxk1bXT2445ZRp+DHOqTowNP6/zLqFAAAQNL1Su+0ZMMUrV8v2bBTr5xkLaFpeb1qc1L2Ui/erLAoLSl7lQAAAOC/KCwsrF22NuoU329VdVY8JycnpzkzQixkN2dreGFhYYpvDd9ggw2ijtAS0tLSRo8eHfrXoqmpacyYMeHObHWOPPLIgoKQV2DE4/Hx461B/Hfjxo0L/VIXFBSMGzcu3Jmt12GHHZabG/LjNLOyso4++uhwZ7ZeY8aMaWhoCH3sAQcckJ6eHvpYoH1SDafVyE3PeWSnezpmdog6CD9sk/z+d203uTmvLAAAAK3FXvlbPnnw1lGn+G5PHjpkr6yBUacIzdD4pk/tn4q/nEQs9tR+/fcKPBgXAACAlta5c+emmvqgsi7qIN+jpLxrYXOfspUIb294c97ALSoqaub682Tr1atX1BFayK9+9atwS5+xWGzw4MF9+vQJcWZrtPfee2dmhvxc9EQicdhhh4U7sw044IADQp/Z1NR04IEHhj62ldphhx06dQp5yUhaWpr7HL7Rs2fPHXbYIdy7dPLy8k4++eQQBwLtnGo4rcmAvI1fH/r0oA6bRR2E/2ZY96Ev7zm7Q0aKPlAeAAAI14GxTecO61efmXKrLFZ1yX17y27Dgo2jDhKag7K2nnb0tlGn+A5vb1eYn5G3WdB2FrQDAADQWsRisc5F3YPSiqiDfI+S8sKiombOCLEanhZb/4pIz549a2pqwkqSDBtttFHUEVrIbrvttvPOO6elhVb4yc3NnTx5cljTWq+srKzrr78+Pz8/rIG5ubmnnXZaz549wxrYZhQUFFx66aV5eXlhDYzH4xdddFHHjp5q+E9paWmTJk0K8QpnZWWNHTu2f//+YQ1sAyZNmtTMp4J8WywW23bbbYcOHRrWQADVcFqZzQo2eWOvZ8b3PSLqIHyH9Fj6xZudO3fXR7pnt4tndQEAAEEQFAUFmzR2fGFoym2MfuKAgfvUFcWDkDf9RGjXoE9xUcGSDUNe99J8Mw4edFD2VlGnAAAAoJ3qXtgjKC2POsX3KC3v3exqeFOiKZQsQfO2hmdlZcXj8bCShC4tLa1fv35Rp2g5t9xyS3Z2diijsrKy9tlnn+233z6Uaa3dhAkTunfvHtYm4MzMzAsvvDCUUW3PaaedFmILPx6Pn3XWWWFNaxvGjBkzYMCAsO4hycjIuOqqq0IZ1WZss802I0aMyMrKCmVaTk6OW3SAcKmG0/rkpcfv2+62fwx77fT+J1pNnSIKc3pcutl5S4bPu3zz36bHUm5ZIAAAkFQH5W077YjBUaf4d9OP3n5M/nZRpwhTRpA2qmnAjDEp9yitaUdvOyZLNRwAAIBobNinb/D56qhTfLe0z9YM6N3cvnKIW8Ob2Xft0aNHSEHCF4/H+/TpE3WKlrPFFltceeWVzV8JHIvFunTpcvfdd4eSqg1IT0+fOXNmKHdB5ObmPvzww/ZYf5/s7OyZM2fm5uY2f1Q8Hp85c2aI+5vbhlgsNm3atFD69/F4/J577rH//j/dcccd3bp1a/7NJHl5eZdeeunWW28dSiqAdTKiDgDraYuCTSdt/btrBl3yUdknn1ct+bxy8aq6FP0HfxvWM6fHxnkbbhzfaPOCgZlpbWcVHwAA8JMclD5o70O3vPG0Wdm1DVFn+afVnXOfGdr3T7FNow4SsoPytr32hF1Ov+WNWCK0d4Wb6R+Duq/snr9T0DvqIAAAALRTBw0b+cKc2yqPGRJ1kO+QP3fJiOsuaeaQMKvhzdgaHgTBAQcccOuttzY2NoaVJ0T19fV777131Cla1Nlnn/32229Pmzaturp6vYfE4/Fnnnmma9euIQZr7QYNGjRlypSjjjqqqqpqvYfk5eVdfvnlw4cPDzFY27PjjjvecccdJ554YnMudTwenzx58i677BJisDajX79+M2fOHDFiRDN/Spx11lmHHXZYiMHajC5duvztb3/bYYcdKioq1ntIbm7uqFGjJk6cGGIwgEA1nNYuLz2+fedttu+8TdRBAAAA2q/Ng27bZva97ZSdzrrplaiz/NM1l/zssMRm3YLUfczx+jkg2OT8fj3njBgwcvbCqLP804U3jvp15p7pzXtrGQAAANbb6ANHn/6bs4PahiA7xfoPX5Y1fP71Hnvs0cwxifDuD29mNfzwww+/++67y8vLw8oTor59+7arreFBEMRisbvvvrupqWnmzJnr0axNT0/Pz89//PHHBw0alIx4rdro0aP/9Kc/nXjiietXqM3NzZ04ceLZZ58derC25+ijj167du1vfvOb9b7U11xzzXHHHRd6sDZj6NChDz300NixY9evfx+Px0866aQrrrgi9GBtxmabbfb000+PGDGivLx8PW6dysvLGzFixL333tv81eMA/yYt6gAAAABAq3dt3uhrLhu2tmNKPLXziz4d7zxxp8tzR0QdJHwZQdrv8kafN/mgxvSUeEnnld36vrN7/9Mzdo06CAAAAO1Xjx49BgzaNHh+cdRB/sPMj/c/YERGRnML62FuDW9e82znnXcOK0m4srKyjj766KhTRCArK2vKlCmXXXZZbm7uT/rixuPxfv36vf/++7vvvnvy4rVq48aNe+655zp37pydnf3jPysjIyMvL++hhx665JJLFD1/pFNOOeWJJ57o0KFDVlbWj/+srKysgoKCmTNnnnHGGcnL1jaMGTPm9ddf79GjR25u7o//rPT09Hg8fvvtt994441paSnxWnTK2nnnnefNm9e/f/94/CesqonFYrm5uRdeeOH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} }, "cell_type": "markdown", "metadata": {}, "source": [ "We can now run `ptt.phaseDiagram_calc` which takes an array of pressure and temperature conditions and evaluates the equilibrium assemblage at each combination of values. The import parameters to tweak are:\n", "1) The `i_max` parameters determines the maximum number of iterations that the code will loop through (a new loop is started if one calculation fails) unless every point either has a solution or hits a failure point. Smaller i_max, more likely to have holes in the phase diagram (as if one calculation kills a subprocess with 7 more calculations to run, you will get 7 holes until you have i_max>1). 15 is generally a good value to use. \n", "2) The `refine = 2` parameter helps refine the phase boundaries. Consider that your 25 pressure and temperature points creates the grid shown below. Initially, the phase boundary between olivine and liquid is put at the midpoint between the solved values. \n", "![Refinement-2.png](attachment:Refinement-2.png)\n", "What the first refine step does is insert a new calculation anywhere two neighbouring points have a different phase assemble (the red dots). These are then solved, and the position of the phase boundary is obtained at a higher precision. To ensure that the matrix has a constant point spacing, new points are inserted between existing points with the same phase (e.g. the point between Ol - Ol is filled with olivine - in this diagram, these are the smaller circles in panel c). refine=2 would do this again after the first refinement stage. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "Res_pMELTS = ptt.phaseDiagram_calc(Model = \"pMELTS\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15,\n", " refine = 2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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T_CP_barmass_gH_JS_J/KV_cm^3rho_kg/m^3log10(fO2)dVdP_cm^3/barSiO2_Cpx...H_J_PlagS_J/K_PlagCp_J/(kg.K^2)_PlagdCpdT_J/(kg.K^2)_PlagdVdT_cm^3/K_PlagdPdT_bar/K_Plagd2VdT2_cm^3/K^2_Plagd2VdTdP_cm^3/(bar.K)_Plagd2VdP2_cm^3/bar^2_Plagmolwt_Plag
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..................................................................
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9409 rows × 219 columns

\n", "
" ], "text/plain": [ " T_C P_bar mass_g H_J S_J/K V_cm^3 \\\n", "0 1150.0 200.00 100.0 -1.248859e+06 255.862662 35.541637 \n", "1 1150.0 354.17 100.0 -1.248532e+06 255.708136 35.507705 \n", "2 1150.0 508.33 100.0 -1.248206e+06 255.553609 35.473774 \n", "3 1150.0 662.50 100.0 -1.247879e+06 255.399083 35.439842 \n", "4 1150.0 816.67 100.0 -1.247552e+06 255.244556 35.405911 \n", "... ... ... ... ... ... ... \n", "9404 1450.0 14383.33 100.0 -1.144643e+06 290.385564 34.672850 \n", "9405 1450.0 14537.50 100.0 -1.144694e+06 290.046490 34.619078 \n", "9406 1450.0 14691.67 100.0 -1.144745e+06 289.707416 34.565307 \n", "9407 1450.0 14845.83 100.0 -1.144797e+06 289.368342 34.511535 \n", "9408 1450.0 15000.00 100.0 -1.144848e+06 289.029268 34.457763 \n", "\n", " rho_kg/m^3 log10(fO2) dVdP_cm^3/bar SiO2_Cpx ... H_J_Plag \\\n", "0 2813.601422 -8.208987 0.000353 NaN ... -4055.510671 \n", "1 2816.297855 -8.175625 0.000360 NaN ... -9315.357523 \n", "2 2818.994287 -8.142263 0.000368 NaN ... -14575.204374 \n", "3 2821.690719 -8.108900 0.000376 NaN ... -19835.051226 \n", "4 2824.387152 -8.075538 0.000383 NaN ... -25094.898077 \n", "... ... ... ... ... ... ... \n", "9404 2884.100960 -5.168325 0.000004 NaN ... NaN \n", "9405 2888.601626 -5.153195 0.000019 NaN ... NaN \n", "9406 2893.102291 -5.138066 0.000033 NaN ... NaN \n", "9407 2897.602957 -5.122936 0.000048 NaN ... NaN \n", "9408 2902.103623 -5.107807 0.000063 NaN ... NaN \n", "\n", " S_J/K_Plag Cp_J/(kg.K^2)_Plag dCpdT_J/(kg.K^2)_Plag dVdT_cm^3/K_Plag \\\n", "0 0.701873 1227.622241 0.000035 0.000003 \n", "1 1.615936 1227.626545 0.000079 0.000006 \n", "2 2.529999 1227.630849 0.000124 0.000009 \n", "3 3.444063 1227.635154 0.000168 0.000013 \n", "4 4.358126 1227.639458 0.000213 0.000016 \n", "... ... ... ... ... \n", "9404 NaN NaN NaN NaN \n", "9405 NaN NaN NaN NaN \n", "9406 NaN NaN NaN NaN \n", "9407 NaN NaN NaN NaN \n", "9408 NaN NaN NaN NaN \n", "\n", " dPdT_bar/K_Plag d2VdT2_cm^3/K^2_Plag d2VdTdP_cm^3/(bar.K)_Plag \\\n", "0 NaN 8.456372e-10 0.0 \n", "1 NaN 1.940876e-09 0.0 \n", "2 NaN 3.036115e-09 0.0 \n", "3 NaN 4.131354e-09 0.0 \n", "4 NaN 5.226593e-09 0.0 \n", "... ... ... ... \n", "9404 NaN NaN NaN \n", "9405 NaN NaN NaN \n", "9406 NaN NaN NaN \n", "9407 NaN NaN NaN \n", "9408 NaN NaN NaN \n", "\n", " d2VdP2_cm^3/bar^2_Plag molwt_Plag \n", "0 7.925588e-13 273.791174 \n", "1 1.835080e-12 273.722894 \n", "2 2.877602e-12 273.654613 \n", "3 3.920124e-12 273.586332 \n", "4 4.962645e-12 273.518051 \n", "... ... ... \n", "9404 NaN NaN \n", "9405 NaN NaN \n", "9406 NaN NaN \n", "9407 NaN NaN \n", "9408 NaN NaN \n", "\n", "[9409 rows x 219 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Res_pMELTS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The result is a DataFrame with 97 equally spaced temperature and pressure values (so total size of 97*97).\n", "Why 97 you ask? Well initially its 25 in x and 25 in y. The refine then adds 24 points (one inbetween each point), so 49X49. The refine again adds another 48 points so (49+48) = 97 X 97. For cases where the phase assemblage of 2 neighboring points was identical the phase proportions and phase chemistry is estimated through simply linear interpolation between the two neighbors. To view the phase diagram results we can use the `plot_phaseDiagram` function in `ptt`. This will create a phase diagram labelled by number, with each number corresponding to a phase assemblage listed on the right. By using `%matplotlib widget` above you should be able to hover over the plot and see which number (and therefore phase assemblage) is present at each P-T condition." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9777bc2f21dc4a798bc4fdfc14e03fc8", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
,\n", " array([,\n", " ], dtype=object))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ptt.plot_phaseDiagram(Combined = Res_pMELTS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lets try Melts V.1.0.2" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "Res_M12 = ptt.phaseDiagram_calc(Model = \"MELTSv1.0.2\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15,\n", " refine = 2)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9dccd18193134c959d3b64458afa4455", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, a = ptt.plot_phaseDiagram(Combined = Res_M12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calculations using MAGEMin\n", "\n", "For calculations with MAGEMin it is important to note that this is one of the major purposes for which the original MAGEMin code was developed, so it will likely always be straightforward to create phase diagrams using the MAGEMinApp (https://github.com/ComputationalThermodynamics/MAGEMinApp.jl). The point of this code is not to try and replace MAGEMin, but to provide Python users with the ability to perform calcualtions with a range of different thermodynamic models. In the cells below we repeat the calculations with the `Model` kwarg is changed to `Green2025` which will initiate the calculation in julia via MAGEMin" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "Res_green = ptt.phaseDiagram_calc(Model = \"Green2025\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15, refine=2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "485c710b293744629411475d6d6d7d80", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, a = ptt.plot_phaseDiagram_multi({\"Green 2025\": Res_green,\n", " \"MELTSv1.0.2\": Res_M12,\n", " \"pMELTS\": Res_pMELTS})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lets calculate Mg# as that was a big part of the original arguements" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "Res_green['Mg#_Opx']=(Res_green['MgO_Opx']/40.3044)/((Res_green['MgO_Opx']/40.3044)+(Res_green['FeOt_Opx']/71.844))\n", "Res_M12['Mg#_Opx']=(Res_M12['MgO_Opx']/40.3044)/((Res_M12['MgO_Opx']/40.3044)+(Res_M12['FeOt_Opx']/71.844))\n", "Res_pMELTS['Mg#_Opx']=(Res_pMELTS['MgO_Opx']/40.3044)/((Res_pMELTS['MgO_Opx']/40.3044)+(Res_pMELTS['FeOt_Opx']/71.844))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting more information from the phase diagram calculations\n", "\n", "In addition to the phase diagrams shown above it is relatively simple to extract additional information from the calculations. For example, it is trivial to extract the mass of liquid (mass fraction) at each point and reshape this array into a P-T grid so that we can visualize this data as contours.\n", "\n", "The function make_grid_variables_from_phase_diagram takes your dataframe output, and puts it into a PT grid. This allows for easier plotting. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "X_green, Y_green, Z_green = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_green,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n", "\n", "liq_green = Z_green[\"mass_g_Liq\"]\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "X_pMELTS, Y_pMELTS, Z_pMELTS = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_pMELTS,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "X_M12, Y_M12, Z_M12 = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_M12,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From here we can use the `plt.contourf` function to visualize the mass fraction of melt at each P-T value:" ] }, { "cell_type": "code", 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"text/html": [ "\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1, ax2, ax3) = plt.subplots(\n", " 1, 3, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx in Green\n", "pcm1 = ax1.pcolormesh(\n", " X_green, Y_green, Z_green[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax1.set_title(\"Green2025\")\n", "ax1.set_xlabel(\"T (°C)\")\n", "ax1.set_ylabel(\"P (bar)\")\n", "fig.colorbar(pcm1, ax=ax1, label=\"% Opx\")\n", "\n", "# ------------------------------------------------\n", "# Panel 2: Opx in pMELTS\n", "\n", "pcm2 = ax2.pcolormesh(\n", " X_pMELTS, Y_pMELTS, Z_pMELTS[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax2.set_title(\"pMELTS\")\n", "ax2.set_xlabel(\"T (°C)\")\n", "fig.colorbar(pcm2, ax=ax2, label=\"% Opx\")\n", "\n", "# ------------------------------------------------\n", "# Panel 3: Opx in v1.0.2\n", "\n", "pcm3 = ax3.pcolormesh(\n", " X_M12, Y_M12, Z_M12[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax3.set_title(\"MELTS 1.0.2\")\n", "ax3.set_xlabel(\"T (°C)\")\n", "fig.colorbar(pcm3, ax=ax3, label=\"% Opx\")\n", "\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## We can also plot the P-T conditions where Ol and Opx are stable (the observed phase assemblage)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "Res_green_Opx_Ol=Res_green.loc[(Res_green['mass_g_Ol']>0) & (Res_green['mass_g_Opx']>0) ]\n", "Res_green_Opx=Res_green.loc[(Res_green['mass_g_Opx']>0) ]\n", "\n", "\n", "Res_pMELTS_Opx_Ol=Res_pMELTS.loc[(Res_pMELTS['mass_g_Ol']>0) & (Res_pMELTS['mass_g_Opx']>0 )]\n", "Res_pMELTS_Opx=Res_pMELTS.loc[(Res_pMELTS['mass_g_Opx']>0 )]\n", "\n", "\n", "Res_M12_Opx_Ol=Res_M12.loc[(Res_M12['mass_g_Ol']>0) & (Res_M12['mass_g_Opx']>0 )]\n", "Res_M12_Opx=Res_M12.loc[ (Res_M12['mass_g_Opx']>0 )]\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'P (bar)')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "75822a8bad964c429536d90c1ac73422", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(\n", " 1, 2, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx + Ol in Green\n", "ax1.set_title('Ol + Opx stable')\n", "\n", "ax1.plot(Res_green_Opx_Ol['T_C'], Res_green_Opx_Ol['P_bar'], '.r', label='Green2025')\n", "\n", "ax1.plot(Res_pMELTS_Opx_Ol['T_C'], Res_pMELTS_Opx_Ol['P_bar'], '.k', alpha=0.3, label='pMELTS')\n", "\n", "ax1.plot(Res_M12_Opx_Ol['T_C'], Res_M12_Opx_Ol['P_bar'], '.c', alpha=0.1, label='1.0.2')\n", "\n", "# Lets just do Opx stable\n", "# Panel 2: Opx stable\n", "ax2.set_title('Opx stable')\n", "\n", "ax2.plot(Res_green_Opx['T_C'], Res_green_Opx['P_bar'], '.r')\n", "\n", "ax2.plot(Res_pMELTS_Opx['T_C'], Res_pMELTS_Opx['P_bar'], '.k', alpha=0.2)\n", "ax2.plot(Res_M12_Opx['T_C'], Res_M12_Opx['P_bar'], '.c', alpha=0.1)\n", "ax1.legend()\n", "ax1.set_xlabel('T (C)')\n", "ax1.set_ylabel('P (bar)')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'P (bar)')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "37f7627f8b994e0cbfe98abfb37363ab", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(\n", " 1, 2, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx + Ol in Green\n", "ax1.set_title('Ol + Opx stable')\n", "\n", "ax1.plot(Res_green_Opx_Ol['Mg#_Opx'], Res_green_Opx_Ol['P_bar'], '.r', label='Green2025')\n", "\n", "ax1.plot(Res_pMELTS_Opx_Ol['Mg#_Opx'], Res_pMELTS_Opx_Ol['P_bar'], '.k', alpha=0.2, label='pMELTS')\n", "#ax1.plot(Res_M12_Opx_Ol['Mg#_Opx'], Res_M12_Opx_Ol['P_bar'], '.c', alpha=0.2)\n", "ax1.legend()\n", "# Lets just do Opx stable\n", "# Panel 2: Opx stable\n", "ax2.set_title('Opx stable')\n", "\n", "ax2.plot(Res_green_Opx['Mg#_Opx'], Res_green_Opx['P_bar'], '.r')\n", "\n", "ax2.plot(Res_pMELTS_Opx['Mg#_Opx'], Res_pMELTS_Opx['P_bar'], '.k', alpha=0.2)\n", "#ax2.plot(Res_M12_Opx['Mg#_Opx'], Res_M12_Opx['P_bar'], '.c', alpha=0.1)\n", "ax1.legend()\n", "ax1.set_xlabel('Mg#_Opx')\n", "ax1.set_ylabel('P (bar)')" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3d61c631f7b345b1af10568d55856a10", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(\n", " 3, 2, figsize=(12, 10), sharex=True, sharey=True\n", ")\n", "\n", "# =================================================\n", "# Row 1 — Green2025\n", "# =================================================\n", "axes[0, 0].set_title('Ol + Opx stable')\n", "axes[0, 0].plot(\n", " Res_green_Opx_Ol['Mg#_Opx'],\n", " Res_green_Opx_Ol['P_bar'],\n", " 'xr', ms=2, label='Green2025'\n", ")\n", "axes[0, 0].legend()\n", "\n", "axes[0, 1].set_title('Opx stable')\n", "axes[0, 1].plot(\n", " Res_green_Opx['Mg#_Opx'],\n", " Res_green_Opx['P_bar'],\n", " 'xr', ms=2\n", ")\n", "\n", "# =================================================\n", "# Row 2 — pMELTS\n", "# =================================================\n", "axes[1, 0].plot(\n", " Res_pMELTS_Opx_Ol['Mg#_Opx'],\n", " Res_pMELTS_Opx_Ol['P_bar'],\n", " '.k', alpha=0.2, label='pMELTS'\n", ")\n", "axes[1, 0].legend()\n", "\n", "axes[1, 1].plot(\n", " Res_pMELTS_Opx['Mg#_Opx'],\n", " Res_pMELTS_Opx['P_bar'],\n", " '.k', alpha=0.2\n", ")\n", "\n", "# =================================================\n", "# Row 3 — MELTS v1.2.0\n", "# =================================================\n", "axes[2, 0].plot(\n", " Res_M12_Opx_Ol['Mg#_Opx'],\n", " Res_M12_Opx_Ol['P_bar'],\n", " '.c', alpha=0.3, label='v1.0.2'\n", ")\n", "axes[2, 0].legend()\n", "\n", "axes[2, 1].plot(\n", " Res_M12_Opx['Mg#_Opx'],\n", " Res_M12_Opx['P_bar'],\n", " '.c', alpha=0.3\n", ")\n", "\n", "# =================================================\n", "# Labels\n", "# =================================================\n", "for ax in axes[:, 0]:\n", " ax.set_ylabel('P (bar)')\n", "\n", "for ax in axes[-1, :]:\n", " ax.set_xlabel('Mg#$_{Opx}$')\n", "\n", "plt.tight_layout()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "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" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }