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Updated derivative calculations using Matteo's data (reflects PR 196 https://github.com/fatiando/fatiando/pull/196)
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib inline\n", | |
"from fatiando.gravmag import transform\n", | |
"from fatiando import gridder\n", | |
"from fatiando.vis import mpl\n", | |
"import numpy as np" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"data = np.loadtxt('continued.txt')\n", | |
"X = np.loadtxt('X.txt')\n", | |
"Y = np.loadtxt('Y.txt')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"shape = data.shape" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"# convert data, X, and Y arrays to 1D\n", | |
"d = data.ravel()\n", | |
"# x, y are switched because x in Fatiando is North-South. \n", | |
"# So when plotting you pass contourf(y, x, ...)\n", | |
"y = X.ravel()\n", | |
"x = Y.ravel()\n", | |
"\n", | |
"# calculate derivatives using Fatiando a Terra and reshape output arrays back\n", | |
"# to 2D\n", | |
"xderiv = transform.derivx(x, y, d, data.shape)\n", | |
"yderiv = transform.derivy(x, y, d, data.shape)\n", | |
"zderiv = transform.derivz(x, y, d, data.shape)\n", | |
"tga = transform.tga(x, y, data, data.shape)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
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], | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7fa0cffb8550>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"mpl.figure(figsize=(15, 4))\n", | |
"ax = mpl.subplot(141)\n", | |
"mpl.axis('scaled')\n", | |
"mpl.title('dz')\n", | |
"mpl.pcolor(y, x, zderiv, shape, cmap='cubehelix')\n", | |
"ax.xaxis.set_ticks([])\n", | |
"ax.yaxis.set_ticks([])\n", | |
"ax = mpl.subplot(142)\n", | |
"mpl.axis('scaled')\n", | |
"mpl.title('dy')\n", | |
"mpl.pcolor(y, x, yderiv, shape, cmap='cubehelix')\n", | |
"ax.xaxis.set_ticks([])\n", | |
"ax.yaxis.set_ticks([])\n", | |
"ax = mpl.subplot(143)\n", | |
"mpl.axis('scaled')\n", | |
"mpl.title('dx')\n", | |
"mpl.pcolor(y, x, xderiv, shape, cmap='cubehelix')\n", | |
"ax.xaxis.set_ticks([])\n", | |
"ax.yaxis.set_ticks([])\n", | |
"ax = mpl.subplot(144)\n", | |
"mpl.axis('scaled')\n", | |
"mpl.title('Total gradient amplitude')\n", | |
"mpl.pcolor(y, x, tga, shape, cmap='cubehelix')\n", | |
"ax.xaxis.set_ticks([])\n", | |
"ax.yaxis.set_ticks([])\n", | |
"mpl.tight_layout()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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