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Self-organizing maps of seismic
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "cb981081", | |
"metadata": {}, | |
"source": [ | |
"# Self-organizing maps\n", | |
"\n", | |
"Let's take a look at `sklearn-som`: https://github.com/rileypsmith/sklearn-som\n", | |
"\n", | |
"This is going to be a toy example -- I'm not going to use very useful attributes." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e9131825", | |
"metadata": {}, | |
"source": [ | |
"## Load some seismic data\n", | |
"\n", | |
"We'll use 1000 ms of the F3 seismic dataset (CC BY-SA TNO and dGB Earth Sciences). Note this dataset is 16-bit integers. It seems to work okay with `sklearn-som`." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "3f9c085e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(651, 951, 251)" | |
] | |
}, | |
"execution_count": 1, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"import segyio\n", | |
"\n", | |
"ds = np.DataSource('.') # <- Local target.\n", | |
"\n", | |
"url = 'https://geocomp.s3.amazonaws.com/data/F3_16-bit_int.sgy'\n", | |
"\n", | |
"with segyio.open(ds.open(url).name) as s:\n", | |
" seismic = segyio.cube(s)\n", | |
" \n", | |
"seismic.shape" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "4fc7bde3", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"ma = np.percentile(seismic, 99.95)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "dc9d2055", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x7fe2908ad220>" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 864x432 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"fig, ax = plt.subplots(figsize=(12, 6))\n", | |
"ax.imshow(seismic[100].T, aspect='auto', vmin=-ma, vmax=ma)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "6f3b5e83", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"dtype('int16')" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"seismic.dtype" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "a9a0f8de", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[<matplotlib.lines.Line2D at 0x7fe2900a9a30>]" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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| |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plt.plot(seismic[100, 200])" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "de6299d5", | |
"metadata": {}, | |
"source": [ | |
"## Put into `xarray.DataArray`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "06858b13", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import xarray as xr\n", | |
"\n", | |
"il, xl, ts = seismic.shape\n", | |
"\n", | |
"inlines = np.arange(il)\n", | |
"xlines = np.arange(xl)\n", | |
"tslices = 0.004 * np.arange(ts)\n", | |
"\n", | |
"da = xr.DataArray(seismic,\n", | |
" name='amplitude',\n", | |
" coords=[inlines, xlines, tslices],\n", | |
" dims=['iline','xline', 'time'],\n", | |
" )" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "60591384", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
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".xr-section-summary > span {\n", | |
" display: inline-block;\n", | |
" padding-left: 0.5em;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:disabled + label {\n", | |
" color: var(--xr-font-color2);\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in + label:before {\n", | |
" display: inline-block;\n", | |
" content: '►';\n", | |
" font-size: 11px;\n", | |
" width: 15px;\n", | |
" text-align: center;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:disabled + label:before {\n", | |
" color: var(--xr-disabled-color);\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked + label:before {\n", | |
" content: '▼';\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked + label > span {\n", | |
" display: none;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary,\n", | |
".xr-section-inline-details {\n", | |
" padding-top: 4px;\n", | |
" padding-bottom: 4px;\n", | |
"}\n", | |
"\n", | |
".xr-section-inline-details {\n", | |
" grid-column: 2 / -1;\n", | |
"}\n", | |
"\n", | |
".xr-section-details {\n", | |
" display: none;\n", | |
" grid-column: 1 / -1;\n", | |
" margin-bottom: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked ~ .xr-section-details {\n", | |
" display: contents;\n", | |
"}\n", | |
"\n", | |
".xr-array-wrap {\n", | |
" grid-column: 1 / -1;\n", | |
" display: grid;\n", | |
" grid-template-columns: 20px auto;\n", | |
"}\n", | |
"\n", | |
".xr-array-wrap > label {\n", | |
" grid-column: 1;\n", | |
" vertical-align: top;\n", | |
"}\n", | |
"\n", | |
".xr-preview {\n", | |
" color: var(--xr-font-color3);\n", | |
"}\n", | |
"\n", | |
".xr-array-preview,\n", | |
".xr-array-data {\n", | |
" padding: 0 5px !important;\n", | |
" grid-column: 2;\n", | |
"}\n", | |
"\n", | |
".xr-array-data,\n", | |
".xr-array-in:checked ~ .xr-array-preview {\n", | |
" display: none;\n", | |
"}\n", | |
"\n", | |
".xr-array-in:checked ~ .xr-array-data,\n", | |
".xr-array-preview {\n", | |
" display: inline-block;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list {\n", | |
" display: inline-block !important;\n", | |
" list-style: none;\n", | |
" padding: 0 !important;\n", | |
" margin: 0;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list li {\n", | |
" display: inline-block;\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list:before {\n", | |
" content: '(';\n", | |
"}\n", | |
"\n", | |
".xr-dim-list:after {\n", | |
" content: ')';\n", | |
"}\n", | |
"\n", | |
".xr-dim-list li:not(:last-child):after {\n", | |
" content: ',';\n", | |
" padding-right: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-has-index {\n", | |
" font-weight: bold;\n", | |
"}\n", | |
"\n", | |
".xr-var-list,\n", | |
".xr-var-item {\n", | |
" display: contents;\n", | |
"}\n", | |
"\n", | |
".xr-var-item > div,\n", | |
".xr-var-item label,\n", | |
".xr-var-item > .xr-var-name span {\n", | |
" background-color: var(--xr-background-color-row-even);\n", | |
" margin-bottom: 0;\n", | |
"}\n", | |
"\n", | |
".xr-var-item > .xr-var-name:hover span {\n", | |
" padding-right: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-var-list > li:nth-child(odd) > div,\n", | |
".xr-var-list > li:nth-child(odd) > label,\n", | |
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n", | |
" background-color: var(--xr-background-color-row-odd);\n", | |
"}\n", | |
"\n", | |
".xr-var-name {\n", | |
" grid-column: 1;\n", | |
"}\n", | |
"\n", | |
".xr-var-dims {\n", | |
" grid-column: 2;\n", | |
"}\n", | |
"\n", | |
".xr-var-dtype {\n", | |
" grid-column: 3;\n", | |
" text-align: right;\n", | |
" color: var(--xr-font-color2);\n", | |
"}\n", | |
"\n", | |
".xr-var-preview {\n", | |
" grid-column: 4;\n", | |
"}\n", | |
"\n", | |
".xr-var-name,\n", | |
".xr-var-dims,\n", | |
".xr-var-dtype,\n", | |
".xr-preview,\n", | |
".xr-attrs dt {\n", | |
" white-space: nowrap;\n", | |
" overflow: hidden;\n", | |
" text-overflow: ellipsis;\n", | |
" padding-right: 10px;\n", | |
"}\n", | |
"\n", | |
".xr-var-name:hover,\n", | |
".xr-var-dims:hover,\n", | |
".xr-var-dtype:hover,\n", | |
".xr-attrs dt:hover {\n", | |
" overflow: visible;\n", | |
" width: auto;\n", | |
" z-index: 1;\n", | |
"}\n", | |
"\n", | |
".xr-var-attrs,\n", | |
".xr-var-data {\n", | |
" display: none;\n", | |
" background-color: var(--xr-background-color) !important;\n", | |
" padding-bottom: 5px !important;\n", | |
"}\n", | |
"\n", | |
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", | |
".xr-var-data-in:checked ~ .xr-var-data {\n", | |
" display: block;\n", | |
"}\n", | |
"\n", | |
".xr-var-data > table {\n", | |
" float: right;\n", | |
"}\n", | |
"\n", | |
".xr-var-name span,\n", | |
".xr-var-data,\n", | |
".xr-attrs {\n", | |
" padding-left: 25px !important;\n", | |
"}\n", | |
"\n", | |
".xr-attrs,\n", | |
".xr-var-attrs,\n", | |
".xr-var-data {\n", | |
" grid-column: 1 / -1;\n", | |
"}\n", | |
"\n", | |
"dl.xr-attrs {\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
" display: grid;\n", | |
" grid-template-columns: 125px auto;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt,\n", | |
".xr-attrs dd {\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
" float: left;\n", | |
" padding-right: 10px;\n", | |
" width: auto;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt {\n", | |
" font-weight: normal;\n", | |
" grid-column: 1;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt:hover span {\n", | |
" display: inline-block;\n", | |
" background: var(--xr-background-color);\n", | |
" padding-right: 10px;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dd {\n", | |
" grid-column: 2;\n", | |
" white-space: pre-wrap;\n", | |
" word-break: break-all;\n", | |
"}\n", | |
"\n", | |
".xr-icon-database,\n", | |
".xr-icon-file-text2 {\n", | |
" display: inline-block;\n", | |
" vertical-align: middle;\n", | |
" width: 1em;\n", | |
" height: 1.5em !important;\n", | |
" stroke-width: 0;\n", | |
" stroke: currentColor;\n", | |
" fill: currentColor;\n", | |
"}\n", | |
"</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'amplitude' (iline: 651, xline: 951, time: 251)>\n", | |
"array([[[ 0, 0, 0, ..., 2115, 4235, -130],\n", | |
" [ 0, 0, 0, ..., 666, 3874, 811],\n", | |
" [ 0, 0, 0, ..., 1050, 3079, -85],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -366, 417, -1233],\n", | |
" [ 0, 0, 0, ..., 243, 947, -363],\n", | |
" [ 0, 0, 0, ..., 405, 885, -624]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., -311, 4306, 1774],\n", | |
" [ 0, 0, 0, ..., -41, 3017, 1154],\n", | |
" [ 0, 0, 0, ..., 1149, 3126, -385],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -580, 428, -409],\n", | |
" [ 0, 0, 0, ..., -1106, 71, -165],\n", | |
" [ 0, 0, 0, ..., -131, 789, -397]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 540, 3467, 883],\n", | |
" [ 0, 0, 0, ..., 187, 2399, 1054],\n", | |
" [ 0, 0, 0, ..., 1773, 3079, -422],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1178, 42, 2248],\n", | |
" [ 0, 0, 9, ..., -664, 42, 1755],\n", | |
" [ 0, 0, 208, ..., 14, -619, 748]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1786, -815, 1285],\n", | |
" [ -91, -91, -227, ..., -783, -991, 1264],\n", | |
" [ 0, 0, -71, ..., -245, -807, 300]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 320, 320, 138, ..., -1438, -1053, 1641],\n", | |
" [ 181, 181, -156, ..., -459, 30, 1339],\n", | |
" [ 73, 73, -42, ..., -201, -228, 1331]]], dtype=int16)\n", | |
"Coordinates:\n", | |
" * iline (iline) int64 0 1 2 3 4 5 6 7 8 ... 643 644 645 646 647 648 649 650\n", | |
" * xline (xline) int64 0 1 2 3 4 5 6 7 8 ... 943 944 945 946 947 948 949 950\n", | |
" * time (time) float64 0.0 0.004 0.008 0.012 ... 0.988 0.992 0.996 1.0</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'amplitude'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>iline</span>: 651</li><li><span class='xr-has-index'>xline</span>: 951</li><li><span class='xr-has-index'>time</span>: 251</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-187f18d7-820d-402f-8456-2dd2131bd5db' class='xr-array-in' type='checkbox' checked><label for='section-187f18d7-820d-402f-8456-2dd2131bd5db' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0 0 0 0 0 0 0 0 0 0 ... 1130 1419 -539 -1828 -948 55 -201 -228 1331</span></div><div class='xr-array-data'><pre>array([[[ 0, 0, 0, ..., 2115, 4235, -130],\n", | |
" [ 0, 0, 0, ..., 666, 3874, 811],\n", | |
" [ 0, 0, 0, ..., 1050, 3079, -85],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -366, 417, -1233],\n", | |
" [ 0, 0, 0, ..., 243, 947, -363],\n", | |
" [ 0, 0, 0, ..., 405, 885, -624]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., -311, 4306, 1774],\n", | |
" [ 0, 0, 0, ..., -41, 3017, 1154],\n", | |
" [ 0, 0, 0, ..., 1149, 3126, -385],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -580, 428, -409],\n", | |
" [ 0, 0, 0, ..., -1106, 71, -165],\n", | |
" [ 0, 0, 0, ..., -131, 789, -397]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 540, 3467, 883],\n", | |
" [ 0, 0, 0, ..., 187, 2399, 1054],\n", | |
" [ 0, 0, 0, ..., 1773, 3079, -422],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1178, 42, 2248],\n", | |
" [ 0, 0, 9, ..., -664, 42, 1755],\n", | |
" [ 0, 0, 208, ..., 14, -619, 748]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1786, -815, 1285],\n", | |
" [ -91, -91, -227, ..., -783, -991, 1264],\n", | |
" [ 0, 0, -71, ..., -245, -807, 300]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 320, 320, 138, ..., -1438, -1053, 1641],\n", | |
" [ 181, 181, -156, ..., -459, 30, 1339],\n", | |
" [ 73, 73, -42, ..., -201, -228, 1331]]], dtype=int16)</pre></div></div></li><li class='xr-section-item'><input id='section-420992da-e29a-4775-8e89-88412f92bd69' class='xr-section-summary-in' type='checkbox' checked><label for='section-420992da-e29a-4775-8e89-88412f92bd69' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>iline</span></div><div class='xr-var-dims'>(iline)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 646 647 648 649 650</div><input id='attrs-3866c04f-d753-42ac-a9f6-261bdcffb30b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3866c04f-d753-42ac-a9f6-261bdcffb30b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-406e083b-e3a7-481f-8907-2022b7b778b2' class='xr-var-data-in' type='checkbox'><label for='data-406e083b-e3a7-481f-8907-2022b7b778b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 648, 649, 650])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>xline</span></div><div class='xr-var-dims'>(xline)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 946 947 948 949 950</div><input id='attrs-5d9f90e1-a9df-427c-87a2-72d8ea8af2d0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5d9f90e1-a9df-427c-87a2-72d8ea8af2d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-727226ee-eaff-4b96-86b2-42ea779130a1' class='xr-var-data-in' type='checkbox'><label for='data-727226ee-eaff-4b96-86b2-42ea779130a1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 948, 949, 950])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.004 0.008 ... 0.992 0.996 1.0</div><input id='attrs-cd7005be-6c56-40f9-83c5-5a27419ab31e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cd7005be-6c56-40f9-83c5-5a27419ab31e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16c66e8d-5b43-47c5-87f6-172ac4db0d67' class='xr-var-data-in' type='checkbox'><label for='data-16c66e8d-5b43-47c5-87f6-172ac4db0d67' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0. , 0.004, 0.008, ..., 0.992, 0.996, 1. ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4ca899a1-752c-43f2-ac52-13b786533e01' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4ca899a1-752c-43f2-ac52-13b786533e01' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>" | |
], | |
"text/plain": [ | |
"<xarray.DataArray 'amplitude' (iline: 651, xline: 951, time: 251)>\n", | |
"array([[[ 0, 0, 0, ..., 2115, 4235, -130],\n", | |
" [ 0, 0, 0, ..., 666, 3874, 811],\n", | |
" [ 0, 0, 0, ..., 1050, 3079, -85],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -366, 417, -1233],\n", | |
" [ 0, 0, 0, ..., 243, 947, -363],\n", | |
" [ 0, 0, 0, ..., 405, 885, -624]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., -311, 4306, 1774],\n", | |
" [ 0, 0, 0, ..., -41, 3017, 1154],\n", | |
" [ 0, 0, 0, ..., 1149, 3126, -385],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., -580, 428, -409],\n", | |
" [ 0, 0, 0, ..., -1106, 71, -165],\n", | |
" [ 0, 0, 0, ..., -131, 789, -397]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 540, 3467, 883],\n", | |
" [ 0, 0, 0, ..., 187, 2399, 1054],\n", | |
" [ 0, 0, 0, ..., 1773, 3079, -422],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1178, 42, 2248],\n", | |
" [ 0, 0, 9, ..., -664, 42, 1755],\n", | |
" [ 0, 0, 208, ..., 14, -619, 748]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 0, 0, -28, ..., -1786, -815, 1285],\n", | |
" [ -91, -91, -227, ..., -783, -991, 1264],\n", | |
" [ 0, 0, -71, ..., -245, -807, 300]],\n", | |
"\n", | |
" [[ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" [ 0, 0, 0, ..., 0, 0, 0],\n", | |
" ...,\n", | |
" [ 320, 320, 138, ..., -1438, -1053, 1641],\n", | |
" [ 181, 181, -156, ..., -459, 30, 1339],\n", | |
" [ 73, 73, -42, ..., -201, -228, 1331]]], dtype=int16)\n", | |
"Coordinates:\n", | |
" * iline (iline) int64 0 1 2 3 4 5 6 7 8 ... 643 644 645 646 647 648 649 650\n", | |
" * xline (xline) int64 0 1 2 3 4 5 6 7 8 ... 943 944 945 946 947 948 949 950\n", | |
" * time (time) float64 0.0 0.004 0.008 0.012 ... 0.988 0.992 0.996 1.0" | |
] | |
}, | |
"execution_count": 7, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"da" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "ce95727d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x7fe283d7cd90>" | |
] | |
}, | |
"execution_count": 8, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"da.loc[100].T.plot.imshow(origin='upper', vmin=-ma, vmax=ma, cmap='RdBu')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "e6c0e62e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.collections.QuadMesh at 0x7fe283cd81c0>" | |
] | |
}, | |
"execution_count": 9, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"da.loc[:, :, 0.56].plot()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e7b29ce9", | |
"metadata": {}, | |
"source": [ | |
"## Define a subcube\n", | |
"\n", | |
"Let's keep things simple to start." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "dea53b52", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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"</symbol>\n", | |
"</defs>\n", | |
"</svg>\n", | |
"<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n", | |
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" --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n", | |
" --xr-border-color: var(--jp-border-color2, #e0e0e0);\n", | |
" --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n", | |
" --xr-background-color: var(--jp-layout-color0, white);\n", | |
" --xr-background-color-row-even: var(--jp-layout-color1, white);\n", | |
" --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n", | |
"}\n", | |
"\n", | |
"html[theme=dark],\n", | |
"body.vscode-dark {\n", | |
" --xr-font-color0: rgba(255, 255, 255, 1);\n", | |
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n", | |
" --xr-font-color3: rgba(255, 255, 255, 0.38);\n", | |
" --xr-border-color: #1F1F1F;\n", | |
" --xr-disabled-color: #515151;\n", | |
" --xr-background-color: #111111;\n", | |
" --xr-background-color-row-even: #111111;\n", | |
" --xr-background-color-row-odd: #313131;\n", | |
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".xr-wrap {\n", | |
" display: block;\n", | |
" min-width: 300px;\n", | |
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"\n", | |
".xr-text-repr-fallback {\n", | |
" /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n", | |
" display: none;\n", | |
"}\n", | |
"\n", | |
".xr-header {\n", | |
" padding-top: 6px;\n", | |
" padding-bottom: 6px;\n", | |
" margin-bottom: 4px;\n", | |
" border-bottom: solid 1px var(--xr-border-color);\n", | |
"}\n", | |
"\n", | |
".xr-header > div,\n", | |
".xr-header > ul {\n", | |
" display: inline;\n", | |
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" margin-bottom: 0;\n", | |
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"\n", | |
".xr-obj-type,\n", | |
".xr-array-name {\n", | |
" margin-left: 2px;\n", | |
" margin-right: 10px;\n", | |
"}\n", | |
"\n", | |
".xr-obj-type {\n", | |
" color: var(--xr-font-color2);\n", | |
"}\n", | |
"\n", | |
".xr-sections {\n", | |
" padding-left: 0 !important;\n", | |
" display: grid;\n", | |
" grid-template-columns: 150px auto auto 1fr 20px 20px;\n", | |
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".xr-section-item {\n", | |
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"}\n", | |
"\n", | |
".xr-section-item input {\n", | |
" display: none;\n", | |
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"\n", | |
".xr-section-item input + label {\n", | |
" color: var(--xr-disabled-color);\n", | |
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"\n", | |
".xr-section-item input:enabled + label {\n", | |
" cursor: pointer;\n", | |
" color: var(--xr-font-color2);\n", | |
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".xr-section-item input:enabled + label:hover {\n", | |
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".xr-section-summary {\n", | |
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"\n", | |
".xr-section-summary > span {\n", | |
" display: inline-block;\n", | |
" padding-left: 0.5em;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:disabled + label {\n", | |
" color: var(--xr-font-color2);\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in + label:before {\n", | |
" display: inline-block;\n", | |
" content: '►';\n", | |
" font-size: 11px;\n", | |
" width: 15px;\n", | |
" text-align: center;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:disabled + label:before {\n", | |
" color: var(--xr-disabled-color);\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked + label:before {\n", | |
" content: '▼';\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked + label > span {\n", | |
" display: none;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary,\n", | |
".xr-section-inline-details {\n", | |
" padding-top: 4px;\n", | |
" padding-bottom: 4px;\n", | |
"}\n", | |
"\n", | |
".xr-section-inline-details {\n", | |
" grid-column: 2 / -1;\n", | |
"}\n", | |
"\n", | |
".xr-section-details {\n", | |
" display: none;\n", | |
" grid-column: 1 / -1;\n", | |
" margin-bottom: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-section-summary-in:checked ~ .xr-section-details {\n", | |
" display: contents;\n", | |
"}\n", | |
"\n", | |
".xr-array-wrap {\n", | |
" grid-column: 1 / -1;\n", | |
" display: grid;\n", | |
" grid-template-columns: 20px auto;\n", | |
"}\n", | |
"\n", | |
".xr-array-wrap > label {\n", | |
" grid-column: 1;\n", | |
" vertical-align: top;\n", | |
"}\n", | |
"\n", | |
".xr-preview {\n", | |
" color: var(--xr-font-color3);\n", | |
"}\n", | |
"\n", | |
".xr-array-preview,\n", | |
".xr-array-data {\n", | |
" padding: 0 5px !important;\n", | |
" grid-column: 2;\n", | |
"}\n", | |
"\n", | |
".xr-array-data,\n", | |
".xr-array-in:checked ~ .xr-array-preview {\n", | |
" display: none;\n", | |
"}\n", | |
"\n", | |
".xr-array-in:checked ~ .xr-array-data,\n", | |
".xr-array-preview {\n", | |
" display: inline-block;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list {\n", | |
" display: inline-block !important;\n", | |
" list-style: none;\n", | |
" padding: 0 !important;\n", | |
" margin: 0;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list li {\n", | |
" display: inline-block;\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
"}\n", | |
"\n", | |
".xr-dim-list:before {\n", | |
" content: '(';\n", | |
"}\n", | |
"\n", | |
".xr-dim-list:after {\n", | |
" content: ')';\n", | |
"}\n", | |
"\n", | |
".xr-dim-list li:not(:last-child):after {\n", | |
" content: ',';\n", | |
" padding-right: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-has-index {\n", | |
" font-weight: bold;\n", | |
"}\n", | |
"\n", | |
".xr-var-list,\n", | |
".xr-var-item {\n", | |
" display: contents;\n", | |
"}\n", | |
"\n", | |
".xr-var-item > div,\n", | |
".xr-var-item label,\n", | |
".xr-var-item > .xr-var-name span {\n", | |
" background-color: var(--xr-background-color-row-even);\n", | |
" margin-bottom: 0;\n", | |
"}\n", | |
"\n", | |
".xr-var-item > .xr-var-name:hover span {\n", | |
" padding-right: 5px;\n", | |
"}\n", | |
"\n", | |
".xr-var-list > li:nth-child(odd) > div,\n", | |
".xr-var-list > li:nth-child(odd) > label,\n", | |
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n", | |
" background-color: var(--xr-background-color-row-odd);\n", | |
"}\n", | |
"\n", | |
".xr-var-name {\n", | |
" grid-column: 1;\n", | |
"}\n", | |
"\n", | |
".xr-var-dims {\n", | |
" grid-column: 2;\n", | |
"}\n", | |
"\n", | |
".xr-var-dtype {\n", | |
" grid-column: 3;\n", | |
" text-align: right;\n", | |
" color: var(--xr-font-color2);\n", | |
"}\n", | |
"\n", | |
".xr-var-preview {\n", | |
" grid-column: 4;\n", | |
"}\n", | |
"\n", | |
".xr-var-name,\n", | |
".xr-var-dims,\n", | |
".xr-var-dtype,\n", | |
".xr-preview,\n", | |
".xr-attrs dt {\n", | |
" white-space: nowrap;\n", | |
" overflow: hidden;\n", | |
" text-overflow: ellipsis;\n", | |
" padding-right: 10px;\n", | |
"}\n", | |
"\n", | |
".xr-var-name:hover,\n", | |
".xr-var-dims:hover,\n", | |
".xr-var-dtype:hover,\n", | |
".xr-attrs dt:hover {\n", | |
" overflow: visible;\n", | |
" width: auto;\n", | |
" z-index: 1;\n", | |
"}\n", | |
"\n", | |
".xr-var-attrs,\n", | |
".xr-var-data {\n", | |
" display: none;\n", | |
" background-color: var(--xr-background-color) !important;\n", | |
" padding-bottom: 5px !important;\n", | |
"}\n", | |
"\n", | |
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", | |
".xr-var-data-in:checked ~ .xr-var-data {\n", | |
" display: block;\n", | |
"}\n", | |
"\n", | |
".xr-var-data > table {\n", | |
" float: right;\n", | |
"}\n", | |
"\n", | |
".xr-var-name span,\n", | |
".xr-var-data,\n", | |
".xr-attrs {\n", | |
" padding-left: 25px !important;\n", | |
"}\n", | |
"\n", | |
".xr-attrs,\n", | |
".xr-var-attrs,\n", | |
".xr-var-data {\n", | |
" grid-column: 1 / -1;\n", | |
"}\n", | |
"\n", | |
"dl.xr-attrs {\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
" display: grid;\n", | |
" grid-template-columns: 125px auto;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt,\n", | |
".xr-attrs dd {\n", | |
" padding: 0;\n", | |
" margin: 0;\n", | |
" float: left;\n", | |
" padding-right: 10px;\n", | |
" width: auto;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt {\n", | |
" font-weight: normal;\n", | |
" grid-column: 1;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dt:hover span {\n", | |
" display: inline-block;\n", | |
" background: var(--xr-background-color);\n", | |
" padding-right: 10px;\n", | |
"}\n", | |
"\n", | |
".xr-attrs dd {\n", | |
" grid-column: 2;\n", | |
" white-space: pre-wrap;\n", | |
" word-break: break-all;\n", | |
"}\n", | |
"\n", | |
".xr-icon-database,\n", | |
".xr-icon-file-text2 {\n", | |
" display: inline-block;\n", | |
" vertical-align: middle;\n", | |
" width: 1em;\n", | |
" height: 1.5em !important;\n", | |
" stroke-width: 0;\n", | |
" stroke: currentColor;\n", | |
" fill: currentColor;\n", | |
"}\n", | |
"</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'amplitude' (iline: 101, xline: 176, time: 76)>\n", | |
"array([[[ -200, 3529, -4158, ..., -794, -915, -430],\n", | |
" [ 1404, 1052, 934, ..., -1400, 0, -162],\n", | |
" [-3639, 359, -1052, ..., -2032, 1088, -1140],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., 2248, -3176, 1887],\n", | |
" [ 0, 0, 0, ..., -3457, -995, 1478],\n", | |
" [ 0, 0, 0, ..., -1273, -427, 3383]],\n", | |
"\n", | |
" [[-1935, 1553, -607, ..., -322, -456, -907],\n", | |
" [-1431, 1553, -1, ..., -1194, 387, -883],\n", | |
" [ 272, 1581, -406, ..., -1721, 783, -1140],\n", | |
" ...,\n", | |
" [ 785, -1262, 3058, ..., 245, -1276, 1887],\n", | |
" [ -245, -1611, 3949, ..., -2782, -1334, 2600],\n", | |
" [ -245, -756, 824, ..., 509, -2074, 4073]],\n", | |
"\n", | |
" [[-1731, -454, 1345, ..., -1036, -90, -1137],\n", | |
" [-1758, 99, 1214, ..., -1564, 33, -847],\n", | |
" [-1068, 61, 1405, ..., -1464, -120, -337],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ -709, 1146, 102, ..., -785, 1503, -5015],\n", | |
" [ -137, 1529, 140, ..., 317, -256, -3261],\n", | |
" [ -495, 155, 1674, ..., 1796, -2044, -2061]],\n", | |
"\n", | |
" [[ -100, -25, -664, ..., 1513, 931, -484],\n", | |
" [ -30, 220, -706, ..., 1719, 570, -534],\n", | |
" [ 375, 206, -545, ..., 248, 924, -229],\n", | |
" ...,\n", | |
" [ -508, 887, 424, ..., 517, 364, -4067],\n", | |
" [ -137, 832, 700, ..., 1616, -1866, -2333],\n", | |
" [-1960, 1076, 2301, ..., 3034, -3226, -1638]],\n", | |
"\n", | |
" [[ -200, -221, -296, ..., 2233, 263, -577],\n", | |
" [ -393, 22, -344, ..., 1485, 342, -546],\n", | |
" [ -719, -80, -573, ..., 91, 1025, 111],\n", | |
" ...,\n", | |
" [ 270, 1031, 869, ..., 1061, -890, -2604],\n", | |
" [ 152, 1034, 957, ..., 1941, -2537, -1801],\n", | |
" [ 1265, 2697, 510, ..., 1657, -3179, -222]]], dtype=int16)\n", | |
"Coordinates:\n", | |
" * iline (iline) int64 0 2 4 6 8 10 12 14 ... 188 190 192 194 196 198 200\n", | |
" * xline (xline) int64 600 602 604 606 608 610 ... 940 942 944 946 948 950\n", | |
" * time (time) float64 0.2 0.208 0.216 0.224 ... 0.776 0.784 0.792 0.8</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'amplitude'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>iline</span>: 101</li><li><span class='xr-has-index'>xline</span>: 176</li><li><span class='xr-has-index'>time</span>: 76</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-2e782f18-0284-4c78-8142-5803600bd86f' class='xr-array-in' type='checkbox' checked><label for='section-2e782f18-0284-4c78-8142-5803600bd86f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>-200 3529 -4158 636 -1739 2422 ... 1383 -1339 -1623 1657 -3179 -222</span></div><div class='xr-array-data'><pre>array([[[ -200, 3529, -4158, ..., -794, -915, -430],\n", | |
" [ 1404, 1052, 934, ..., -1400, 0, -162],\n", | |
" [-3639, 359, -1052, ..., -2032, 1088, -1140],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., 2248, -3176, 1887],\n", | |
" [ 0, 0, 0, ..., -3457, -995, 1478],\n", | |
" [ 0, 0, 0, ..., -1273, -427, 3383]],\n", | |
"\n", | |
" [[-1935, 1553, -607, ..., -322, -456, -907],\n", | |
" [-1431, 1553, -1, ..., -1194, 387, -883],\n", | |
" [ 272, 1581, -406, ..., -1721, 783, -1140],\n", | |
" ...,\n", | |
" [ 785, -1262, 3058, ..., 245, -1276, 1887],\n", | |
" [ -245, -1611, 3949, ..., -2782, -1334, 2600],\n", | |
" [ -245, -756, 824, ..., 509, -2074, 4073]],\n", | |
"\n", | |
" [[-1731, -454, 1345, ..., -1036, -90, -1137],\n", | |
" [-1758, 99, 1214, ..., -1564, 33, -847],\n", | |
" [-1068, 61, 1405, ..., -1464, -120, -337],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ -709, 1146, 102, ..., -785, 1503, -5015],\n", | |
" [ -137, 1529, 140, ..., 317, -256, -3261],\n", | |
" [ -495, 155, 1674, ..., 1796, -2044, -2061]],\n", | |
"\n", | |
" [[ -100, -25, -664, ..., 1513, 931, -484],\n", | |
" [ -30, 220, -706, ..., 1719, 570, -534],\n", | |
" [ 375, 206, -545, ..., 248, 924, -229],\n", | |
" ...,\n", | |
" [ -508, 887, 424, ..., 517, 364, -4067],\n", | |
" [ -137, 832, 700, ..., 1616, -1866, -2333],\n", | |
" [-1960, 1076, 2301, ..., 3034, -3226, -1638]],\n", | |
"\n", | |
" [[ -200, -221, -296, ..., 2233, 263, -577],\n", | |
" [ -393, 22, -344, ..., 1485, 342, -546],\n", | |
" [ -719, -80, -573, ..., 91, 1025, 111],\n", | |
" ...,\n", | |
" [ 270, 1031, 869, ..., 1061, -890, -2604],\n", | |
" [ 152, 1034, 957, ..., 1941, -2537, -1801],\n", | |
" [ 1265, 2697, 510, ..., 1657, -3179, -222]]], dtype=int16)</pre></div></div></li><li class='xr-section-item'><input id='section-a9ecc429-195b-4db3-bfa1-a5d32a87e549' class='xr-section-summary-in' type='checkbox' checked><label for='section-a9ecc429-195b-4db3-bfa1-a5d32a87e549' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>iline</span></div><div class='xr-var-dims'>(iline)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 2 4 6 8 ... 192 194 196 198 200</div><input id='attrs-698ada20-42f3-4376-b222-b6d540162b78' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-698ada20-42f3-4376-b222-b6d540162b78' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9435075-c598-4596-a066-404aa68f5665' class='xr-var-data-in' type='checkbox'><label for='data-d9435075-c598-4596-a066-404aa68f5665' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26,\n", | |
" 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54,\n", | |
" 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82,\n", | |
" 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110,\n", | |
" 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138,\n", | |
" 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166,\n", | |
" 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194,\n", | |
" 196, 198, 200])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>xline</span></div><div class='xr-var-dims'>(xline)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>600 602 604 606 ... 944 946 948 950</div><input id='attrs-22fdefb4-042c-4b45-b707-b88226fab4fa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-22fdefb4-042c-4b45-b707-b88226fab4fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fddf0639-a23a-4808-a25c-53a72d0444b2' class='xr-var-data-in' type='checkbox'><label for='data-fddf0639-a23a-4808-a25c-53a72d0444b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([600, 602, 604, 606, 608, 610, 612, 614, 616, 618, 620, 622, 624, 626,\n", | |
" 628, 630, 632, 634, 636, 638, 640, 642, 644, 646, 648, 650, 652, 654,\n", | |
" 656, 658, 660, 662, 664, 666, 668, 670, 672, 674, 676, 678, 680, 682,\n", | |
" 684, 686, 688, 690, 692, 694, 696, 698, 700, 702, 704, 706, 708, 710,\n", | |
" 712, 714, 716, 718, 720, 722, 724, 726, 728, 730, 732, 734, 736, 738,\n", | |
" 740, 742, 744, 746, 748, 750, 752, 754, 756, 758, 760, 762, 764, 766,\n", | |
" 768, 770, 772, 774, 776, 778, 780, 782, 784, 786, 788, 790, 792, 794,\n", | |
" 796, 798, 800, 802, 804, 806, 808, 810, 812, 814, 816, 818, 820, 822,\n", | |
" 824, 826, 828, 830, 832, 834, 836, 838, 840, 842, 844, 846, 848, 850,\n", | |
" 852, 854, 856, 858, 860, 862, 864, 866, 868, 870, 872, 874, 876, 878,\n", | |
" 880, 882, 884, 886, 888, 890, 892, 894, 896, 898, 900, 902, 904, 906,\n", | |
" 908, 910, 912, 914, 916, 918, 920, 922, 924, 926, 928, 930, 932, 934,\n", | |
" 936, 938, 940, 942, 944, 946, 948, 950])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.2 0.208 0.216 ... 0.784 0.792 0.8</div><input id='attrs-dd3d0488-4cf5-4c1b-9e27-d6bd169fdce3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dd3d0488-4cf5-4c1b-9e27-d6bd169fdce3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48abf697-bb8f-440d-b89a-f63c946d1b54' class='xr-var-data-in' type='checkbox'><label for='data-48abf697-bb8f-440d-b89a-f63c946d1b54' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.2 , 0.208, 0.216, 0.224, 0.232, 0.24 , 0.248, 0.256, 0.264, 0.272,\n", | |
" 0.28 , 0.288, 0.296, 0.304, 0.312, 0.32 , 0.328, 0.336, 0.344, 0.352,\n", | |
" 0.36 , 0.368, 0.376, 0.384, 0.392, 0.4 , 0.408, 0.416, 0.424, 0.432,\n", | |
" 0.44 , 0.448, 0.456, 0.464, 0.472, 0.48 , 0.488, 0.496, 0.504, 0.512,\n", | |
" 0.52 , 0.528, 0.536, 0.544, 0.552, 0.56 , 0.568, 0.576, 0.584, 0.592,\n", | |
" 0.6 , 0.608, 0.616, 0.624, 0.632, 0.64 , 0.648, 0.656, 0.664, 0.672,\n", | |
" 0.68 , 0.688, 0.696, 0.704, 0.712, 0.72 , 0.728, 0.736, 0.744, 0.752,\n", | |
" 0.76 , 0.768, 0.776, 0.784, 0.792, 0.8 ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-56a6e7ff-9abb-4791-b6b8-fbeb78d45096' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-56a6e7ff-9abb-4791-b6b8-fbeb78d45096' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>" | |
], | |
"text/plain": [ | |
"<xarray.DataArray 'amplitude' (iline: 101, xline: 176, time: 76)>\n", | |
"array([[[ -200, 3529, -4158, ..., -794, -915, -430],\n", | |
" [ 1404, 1052, 934, ..., -1400, 0, -162],\n", | |
" [-3639, 359, -1052, ..., -2032, 1088, -1140],\n", | |
" ...,\n", | |
" [ 0, 0, 0, ..., 2248, -3176, 1887],\n", | |
" [ 0, 0, 0, ..., -3457, -995, 1478],\n", | |
" [ 0, 0, 0, ..., -1273, -427, 3383]],\n", | |
"\n", | |
" [[-1935, 1553, -607, ..., -322, -456, -907],\n", | |
" [-1431, 1553, -1, ..., -1194, 387, -883],\n", | |
" [ 272, 1581, -406, ..., -1721, 783, -1140],\n", | |
" ...,\n", | |
" [ 785, -1262, 3058, ..., 245, -1276, 1887],\n", | |
" [ -245, -1611, 3949, ..., -2782, -1334, 2600],\n", | |
" [ -245, -756, 824, ..., 509, -2074, 4073]],\n", | |
"\n", | |
" [[-1731, -454, 1345, ..., -1036, -90, -1137],\n", | |
" [-1758, 99, 1214, ..., -1564, 33, -847],\n", | |
" [-1068, 61, 1405, ..., -1464, -120, -337],\n", | |
" ...,\n", | |
"...\n", | |
" ...,\n", | |
" [ -709, 1146, 102, ..., -785, 1503, -5015],\n", | |
" [ -137, 1529, 140, ..., 317, -256, -3261],\n", | |
" [ -495, 155, 1674, ..., 1796, -2044, -2061]],\n", | |
"\n", | |
" [[ -100, -25, -664, ..., 1513, 931, -484],\n", | |
" [ -30, 220, -706, ..., 1719, 570, -534],\n", | |
" [ 375, 206, -545, ..., 248, 924, -229],\n", | |
" ...,\n", | |
" [ -508, 887, 424, ..., 517, 364, -4067],\n", | |
" [ -137, 832, 700, ..., 1616, -1866, -2333],\n", | |
" [-1960, 1076, 2301, ..., 3034, -3226, -1638]],\n", | |
"\n", | |
" [[ -200, -221, -296, ..., 2233, 263, -577],\n", | |
" [ -393, 22, -344, ..., 1485, 342, -546],\n", | |
" [ -719, -80, -573, ..., 91, 1025, 111],\n", | |
" ...,\n", | |
" [ 270, 1031, 869, ..., 1061, -890, -2604],\n", | |
" [ 152, 1034, 957, ..., 1941, -2537, -1801],\n", | |
" [ 1265, 2697, 510, ..., 1657, -3179, -222]]], dtype=int16)\n", | |
"Coordinates:\n", | |
" * iline (iline) int64 0 2 4 6 8 10 12 14 ... 188 190 192 194 196 198 200\n", | |
" * xline (xline) int64 600 602 604 606 608 610 ... 940 942 944 946 948 950\n", | |
" * time (time) float64 0.2 0.208 0.216 0.224 ... 0.776 0.784 0.792 0.8" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"s = da.sel(iline=slice(None, 200, 2), xline=slice(600, None, 2), time=slice(0.2, 0.8, 2))\n", | |
"s" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "0fc0a09f", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(101, 176, 76)" | |
] | |
}, | |
"execution_count": 11, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"s.shape" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "a4b210f7", | |
"metadata": {}, | |
"source": [ | |
"## Make another attribute\n", | |
"\n", | |
"Let's make the quadrature trace." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "8ed26e7a", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from bruges.attribute import quadrature\n", | |
"\n", | |
"h = quadrature(s)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "045a705e", | |
"metadata": {}, | |
"source": [ | |
"## Make X\n", | |
"\n", | |
"For the input we need a 2D array, with one row per seismic sample and one column per feature (one for amplitude, one for quadrature)." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "81bee5d0", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"X = np.stack([s.values.ravel(), h.ravel()]).T" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "a83a9728", | |
"metadata": {}, | |
"source": [ | |
"## SOM" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "12094b01", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from sklearn_som.som import SOM" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "c097a842", | |
"metadata": {}, | |
"source": [ | |
"Now, just like with any classifier right from sklearn, we will have to build an SOM instance and call .fit() on our data to fit the SOM." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "6112e610", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"som = SOM(m=3, n=3, dim=2)\n", | |
"som.fit(X)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "ec264b5c", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"y_pred = som.predict(X)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "82fbd2f5", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(101, 176, 76)" | |
] | |
}, | |
"execution_count": 17, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"facies = y_pred.reshape(s.shape)\n", | |
"facies.shape" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"id": "4550adaa", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x7fe27fc8dfa0>" | |
] | |
}, | |
"execution_count": 18, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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oeZ0rSe1TpX/UcZ/7vr35MZ0Pu7525B6/Td/kzifq+8793lTyejLsa9MoeP2shKSV7MNcSkiQygusU6X3LV4bDrv9sca2v45fzw8EiTFuNLO3k82rzGxd7/+vM7NzBh0HAAAAADCx3FvaQ2OMr5uZ9f48ZKIdQwhrQghPhxCe/snbOzNfDgAAAAD2bZ0HgsQY74oxLosxLjtwbv6aGgAAAACwL5MWoQ4hHGlm39yt5myzmf1WjPH1EMJ8M/vbGGOz4Ccx87BFcey8y/u2pb/DVOuGuv69syf3N9AleQttp7w+3HbGvMY27/e6ufUTXg1YugC4SllM8d1jDmpsK7n49igWz8zt+9zz45z9mv2Vuwh8m9qFtDZGrb3Kfb2SNULeIq657fd+5++NubSvvc/Re72Sc5NXz6QuVp3qehHt1BHXN3/B0XVtlye3zlGVjhOljsSs7DznnWvpOePVvXmU8avWkyrze24tjnesNotXp+1oU7NVsg4tlTt/qe1Sr8m5xy9Z56guQl3SsGt3PcpC2+rzcnnjRPlO6X2H9Xjfr9M5zbvGrHnwW41t5449V3wR6r8ys8/0/v9nzEybXQEAAAAALiVK/y/M7HEzOzaE8FoI4QIzu9nMTg8hvGxmp/ceAwAAAAAyDSwCizH+wQT/6bTCbQEAAACAKavzQBAAAAAAwGBSIEgpM8cWxCNvXbPXz2tTFJ274HCtchcW9RbarpUXqJAGVaihC7khCF4/K/3qFYJ6oRFd88IZtq8MfY/VwmllzHnvW3Xol7cP3OeZ9cc1tinnsrrYs0IdX0rhuhqo4YVlpH3thf14lKJotTA7NzSgZAhNLjU0YjIpGQZQsji/5ELCaviDcnxPbnBB1+NJ+Q7TJnBEOZa3gG4a+FV6UeKSbVVsuf0kab8uF7n22q6G5OVSgm/afLZdfo5e35SUG7amBpFtePGm4oEgAAAAAICCuDkDAAAAgApwcwYAAAAAFeDmDAAAAAAqMNRAkIM/fnA8c93Zfds2Pr5kaK9v1v3K7bmF2V2vkO5pU1isHEuxcsWmxjYl/EFtZ8kQBEVuUILHKyptc/z0eCXPBa9dXvjDUesvGngsJYDEzA9oSalhA9442bVpc99jr/jYC3tRwli8Ntx48b2NbR6vX1NeyIYn7UM1OMh7jykvzCQ3KEEdE10He+SGRqjHSp872cNLlHPN6y/1Oqqco+k+E+2XO/flBkR0/V0kl9cub55rEwLVpXePOaixLZ2L2rQ9Pf7+L72TfaxBxy59/DbtSHntKtn+Go6lzh0K79x+9bIrCQQBAAAAgJpxcwYAAAAAFeDmDAAAAAAqwM0ZAAAAAFRgqIEgB86cH1eMXbDXz/OKUT25hdK5IR4epRjVo7ZdaatSzGmmFUSq70dpv9rPSvFmyXa1UXLsdK1k2EDJ951bBD+29onGtrRY1zu29743rfhqVhv+cOsp0n5vXrCg77E3ftPQEDMtNCA3VEfVdciNQg0E6ZoXhKLM77m883EyzTldU78bKHJDIpQ5puvrkBpypMy1uYFibUJ7lBCSNn3YZZBPmzGojLmSY1yVez30gqjSY6lhVV1L53J1Hvf6RnlP3rXjsfuvIhAEAAAAAGrGzRkAAAAAVICbMwAAAACowFBrzpYtnRGf2rCob5vyW01vsVmvdiG3hqZkDcqDP2v+rlSpsyhZU6EszmvmLzg77Lq9kose59aztKnhSNv/yuo7ped54yRdXNjbx6MsSqweTx0Taf+rbfAoc4DXBu+cSce+ugj1iatfaGxL67aUBc3NtHpI9Rz1+jXtrzZ1UCVrRVPqwp/eHFCyzm3Ycuchs+HX1uXWT3TNq8Vps1h1l8eqQW6dufo8ZT5Ra/Zya6hKHn/YtaOj0Gah7fT8UM+NrhdRV64L3vyb+zy1/jLl1Xd7bTh37DlqzgAAAACgZtycAQAAAEAFuDkDAAAAgApwcwYAAAAAFRhqIMjMwxbFsfMu79uWuzBq10oWAnqUAsWHdpwgHWvVvGcH7qMWSab7jWLx164X7FT63gvG8OS2NXd8laQWrd5wx6cHPrfr9+OFcezatLmxLV2E2qMWwafURc69PkzHk1eQ7i1CnRuM4Z3vSlG3WqxfcpHSNoXrw6aGnCi8vi4599UQqjLsRcfVcVlD6IknN6BFDUxKqWFrijaLUOceX33f6RzTdXCFqmSgjbLwee5n5D3Pu4Z5c2E6Z3rX0dxrgPodYNsZ8xrb1ICvUry2/nX8OoEgAAAAAFAzbs4AAAAAoALcnAEAAABABbg5AwAAAIAKDDUQ5IAwNy4Pp/VtUwr4PV5BZG5xpccr/E4LGdsUsnvFgSmvb5TnTQW19I0yftWxmo45r7jWCxFQwyVyeW3tsqDaKz4uGUChhngobru6eXyv4Dlt/4M/a35mudQ25PJCAzxKiE7u57gvUsZAbjiDWbfXQ6XwX92vzVhVwiW8sCI1DCmlfh7KsZSgpdKUMZEbmKRer3J537eU72lteNfWLl+vJKXtqn3xPea+J+81lWN5z3vs/qsIBAEAAACAmnFzBgAAAAAV4OYMAAAAACrAzRkAAAAAVGCogSCz5yyKS0+9dI/7eIV1tRQ2KqumTybDLs4/5ZILs5+bW3CZ+7xcbcZvycAZT24ITaljj4L3ftRQlfTzUIMxHtpxQmPbqnnP9j3+4tFj0rHeWHvywH1uvPhe6VhKYEfJsJRz9mueC2oQSpsgjFLUQI1hh+MoIRjec0t+tiW1+axzr8El5/ySvOtHeh1oM97S/ur6O0DJ4COPN6cp58coxn3uOFfngPQ9efNvLi9YS70eKpRrk1nzfXufo3qsYSMQBAAAAAAmIW7OAAAAAKAC3JwBAAAAQAWGWnM2dtyseMuDeTUtKe93pcpvYNXf/Sq/ZW9Tg5JKa1LM9MVlc3/7q7QLe+Z9bgrv9+De77pzKbUEbV6vy1oFrzbx0S98qdjxc+sgvLnDmye835anC7R6dSNt6otSJWsqvPfddc1GyXqJYfPGV9f1H5507JRclLokddFjb5HjlFqP5Y3f9DPqul5K1XWtUpe6HnMlF7nuug5RqUfverFn7/P3PiOlX71jdZ3DUOui4EotnHcNmDZ/CzVnAAAAAFAzbs4AAAAAoALcnAEAAABABQbenIUQFoUQ/msI4fshhE0hhEt72+eGEB4JIbzc+7O7xV4AAAAAYB83MBAkhDDfzObHGJ8JIexvZt81s3PM7H81s7djjDeHEK41szkxxmv2dKwDZ86PK8YuKNJwr2Cx5KK9XmGxUtyqFjenvCJGL3TBK1JOw1FqXWBzKlCK1ieSjrk2oQteEfnKFZuyjuWFnkzmMJl7Fj/a2OaFLChFvmo/pH141zlnNvbZdsa8xrbDbn+ssU1ZmLprJ65+YdRN6Jwa9lPDgtklC/G9605ueFDJ4CClDd7rHbX+Iun46fV916bNjX28Re0Vud8nPCVDMDxdf/7qsXJDrdTvTZOZN+e8svrOYsevob+6DlEa9tzkBai8etmV+YEgMcbXY4zP9P7/u2b2fTNbaGarzGxdb7d1Nn7DBgAAAADIsFc1ZyGEI83sBDN70swOjTG+bjZ+A2dmhxRvHQAAAABMEfLNWQhhtpl9w8wuizH+dC+etyaE8HQI4elf7Ho/p40AAAAAsM+Tbs5CCB+x8Ruzr8YY7+9tfrNXj/YvdWlvec+NMd4VY1wWY1z20WmzSrQZAAAAAPY5SiBIsPGasrdjjJfttv1WM9uxWyDI3Bjj1Xs61rKlM+JTGxbtdSPV4sSSBYTD5r1HtdC8TXDEIF7ggVooj72Tft5ekb8a9uIFzBAUM27smu9J+z2z/ri+x144hyoNEvACAhZsbM7FSsBMbgiRx3s9LxihJC/gZOHDOwY+z+tDxeyt2g9Gbrz43qzjj4J37StZ1J+GTu2LcgMCcsMyct10/EPSfjUE1dQqN4zFo4a95Aa5eEESuby5773FHxY7vve+0/5R25DbVi/4LPc7q3cOee1SrhXeHD1t/pYJA0GU0fIbZvYfzOyFEMJzvW1/amY3m9nXQggXmNlWM/s94VgAAAAAAMfAm7MY43fMLEzwn08r2xwAAAAAmJr2Kq0RAAAAANANbs4AAAAAoAIDA0FKmnnYojh23uVDe71aeEECXhF8yisyVAsUlTZgdJTP3+MVxHYZCNNGyTAZ71gK7/XuOufMxjYlVMMLWVFDBIYdGqBSis1zg0q8Avgjrt8ptUvhBZWkwSttjtW13DlANZkCTVKjCPdKA1TUQA0vuKlLbc6hkuFBKW9+LCk3sKVr3tyuhrakSoa4tBmXafu9dpUc9yWvC13zziHleugFx7x62ZUTBoLwL2cAAAAAUAFuzgAAAACgAtycAQAAAEAFuDkDAAAAgAoMNRBk9pxFcempl+7185Riu4l0WQCr8gpluyyALPme2xT5zr1v9sB9vOMrz2uj68LlXLnvu835kVKDEXKDF5Ri2pLj1+ubbz+yPutYR62/qLHt2Lt/LD3XKwZOecE+XgCMwivW9sI/0jAZr/B75YpNjW0bH18y8DXVongv/EEJUOk6IGAUIS5KQIs35rzxlY6nWkOh2gSjnLj6hWLtyA0r6toowlEUaYCKx5tPag2wUkMvlHntuudXFWmTWX7oVG4oiVmzL4YdeqMqGcg1isCZafO3EAgCAAAAADXj5gwAAAAAKsDNGQAAAABUYFLUnE1VubVRtS7W6PF+C+y1f9j1H13XvSnURY+9vsmt95tMvLrNNQ9+a+Dzbrjj041tykLxbRb1TX/Dr9aqlZS7eKb6vG1nzNv7RlnZuiHFM+uPy36uMgZKLiTrjRNvcW/vfJ8s53fJudYbl+r4LbkQuVJHp8w5ZsM/PzxePV46zr1aMq/2SqmrHIVaa+E8uXPMZHqP+5qHdpzQ2Hbv8nuoOQMAAACAmnFzBgAAAAAV4OYMAAAAACrAzRkAAAAAVGCogSDLls6IT21YNLTXm6qUxSFVXhGjxysYVp+rHKuktF3q69W6GCj+TRqOcvi5zQWUvQW0vZCFNHDECwx4/1PL97aJE8oNgPECFR79wpeKtcuTG0LjyQ1nyF0I3aMs4jyR3MCGYS96rIYIKGE13vmSG/TQZoHb9DXVY3ltzW1HDeFRSrCPWTMcRX2ed36k48QLBHpv8YfS8b2gipLBOiWl84L6HnN1HbTizXMLH94x8HnKmJhovxqp833u5+31zYYXbyIQBAAAAABqxs0ZAAAAAFSAmzMAAAAAqAA3ZwAAAABQgaEGghz88YPjmevOHtrrTVXPrD8u+7mH3f5YwZZMPQueyCvKRTe80AWv0Nwr1k1DD7xwjpI+efpqab+0XV4huFfcrJzbb6w9WWqDVxTtFa6nvEJ2hRe6oIYZKLwAEi9wRAkqqUXafq8wX/nM0N5kD5PyAoBKKhnQ4knDnbxAG+V53nNzgzjMtPAdjxrGkUvtH0Vu/yjvxwuh8SgBJyql79W59tyx5wgEAQAAAICacXMGAAAAABXg5gwAAAAAKsDNGQAAAABUYKiBILPnLIpLT710aK+H9h79wpca27zi4K7DEmp1yiUXFjvWrAeeLHasfc37n1ou7af0oRf0oFBDIxTffmR91vM83hh8+/xmAIF3jirj1ztW1wEdKa/AumRgwL44fx21/qK+x2pggBJ6kjvuc19votdUnquG3KROXP1C1vNGwQs+Ujy044Rix6pZl4EsaljKZJpjlPfkvR/lu2HX4TK18oJRXr3sSgJBAAAAAKBm3JwBAAAAQAW4OQMAAACACgy15mzZ0hnxqQ2L9rjPgz9r1jJ4JtOijup7Uijvu83reb9BT3m/SVee5/EWzJ5Mv/VPqb/Xn0zjdzJr8/v2YdcIlJwnSvIWjs7tG+/z8OrXFGqN22RaOLqktEarZJ2jxxu/3jynjHN1fkzHk1oHo9RMtqmFU7x7zEHSfso499rq1drlLkTvPS/dT9lnVCbzd4qSvO9bHvqrHe974A13fLqx7cXPX07NGQAAAADUjJszAAAAAKgAN2cAAAAAUAFuzgAAAACgAkMNBJl52KI4dt7lfduUAlVVbgEsJlZysdEffm569nPTAm5vYdyuHXH9zsY2b3Hc1NjaJxrblEJpdeyqRddpkW+b4mD1uTnavF7aZ97i1d7C6l5IQZchN17BsBqCkBsckhtCo75ebn+16QvoPnn66sa2qRCW4s2P7y3+sLHttrPu63vc9RhUz6s0kMdbzLbkguxdyw0AAtJwHDVUZ9jUsKoNL95EIAgAAAAA1IybMwAAAACoADdnAAAAAFCBgTdnIYQZIYSnQgh/H0LYFEK4sbd9bgjhkRDCy70/BxffAAAAAABcAwNBQgjBzPaLMb4XQviImX3HzC41s981s7djjDeHEK41szkxxmv2dKyZYwvikbeu6du2acVX+x57RbJeYe6Sx8/bY7snOj72Tm74QGlXfPP8vscrV2xq7LPx8SWNbbO3Nv/+wSsG71LJYm1vPJ9yyYXFjj8KabiLWjCuhMJ4/eWN6bvOObOxLQ2wKTmXlAwgUeWGuCx8eEdjW24h9qwHnsx6nkoNx0l5ITQ1aBO8c+PF9/Y9nqohK953BW+O6Xps5lJCuZRgKjP/ejhs3rnmhQJh6ug6rKrLNrRpx7ljz+UHgsRx/9Lqj/T+F81slZmt621fZ2bnZLUOAAAAAKDVnIUQpoUQnjOzt8zskRjjk2Z2aIzxdTOz3p+HTPDcNSGEp0MIT+/86fuFmg0AAAAA+xbp5izGuCvG+OtmdriZfSKE8GvqC8QY74oxLosxLpt+wKzMZgIAAADAvm2vfoAcY3zHzP7WzH7HzN4MIcw3M+v9+VbpxgEAAADAVKEEgvyymf1zjPGdEMJMM3vYzP7MzP4HM9uxWyDI3Bjj1Xs61szDFsWx8y4v1PRuHXb7Y41tSrG59zxP7rFyC97V4+cq2S5PGuJx7N0/buyjFkXfdtZ9RdrUtdIBEWnRddcBFKMo8k6DPXZt2iw9749e3tLYpvSPGtigBE48tW1xY9sHW/cf+LyxtU80tr32jWY4jkINPfEKoNPQHu88KxlKMdmDcBRe6E3uZ9T1+V4Ddc6ZzOEoasDJZLL/S+8M3McLIfKep875NXr/U8uH/ppKEI4SSjORyfx5dO2v49cnDASZ7m1MzDezdSGEaTb+L21fizF+M4TwuJl9LYRwgZltNbPfK9ZiAAAAAJhiBt6cxRifN7PGX7nFGHeY2WldNAoAAAAApprRL3oBAAAAABhcc1bSgTPnxxVjF/RtS39H7P3G3vs9tfIbZe/43vPSxWZHwXuPal9MBenn5v3+vNZFRHOpv/PO/U239/t29Tf8SttG8VvztNbKq88ZRc3GT4+c1vfYq/dc8MTg+jLPmxcsaGzbdsa8rGN5tXFeXV3uwtTqObrl9pP6Ho+iTtSrS/LGjkKpHTTz6wdLGUU9S0nKNX/Ng99qbNvXau3a1NWldYiTufYOmOymzd+Svwg1AAAAAKB73JwBAAAAQAW4OQMAAACACnBzBgAAAAAVGGogyOw5i+LSUy/d4z5eCIZHLeBPj1droIb3vm86/qHGtuueX9XYpi5Kiu7VvDDuo1/40sB99rUFTtMgDjM/9EIpsveCBbywjJKLuytGEfSgjKVRyA3s6JoaTFPDXK7MAep12tPlfKIGznR9zijt8NqQG2r1xtqTs55Xkjevoj3vGuPJve7UMHZUyhhT+6uG8Xrv8nsIBAEAAACAmnFzBgAAAAAV4OYMAAAAACrAzRkAAAAAVGCogSDLls6IT21YtMd90hXszepZxd5r22ThhRlgdLwAilrG+b6u5tCWHG3CGVJeIIXXX/u/9M7AY+3atLmxbdqSYxvbNn92zsBjzVj87sB9zOoNr9m+Mkj7zd7a//elXRetK0E4Zs25qc21kHlu76QBLbWO8ckuN4xlFIFMk4kSyuddw5T9jrh+Z2OfH35uutSuD7bu3/f42Lt/LD1P8e4xB0n7PXb/VQSCAAAAAEDNuDkDAAAAgApwcwYAAAAAFeDmDAAAAAAqMNRAkIM/fnA8c93ZfdvU1by7lLuy+lTlFfWrBZD7utyiYjOzN9aenPW8Uax03+V5q74fL8zghjs+PfBY9yx+NK9hBamhJI9+4UsdtwQ1axNek4a2eAEttVLnwlHMfV1SAloIVEEaEqNKQzDM/LClm45/qO/xFd88X3qe+pq5SoZ2pNQgES80K+V9Pt7zps3fQiAIAAAAANSMmzMAAAAAqAA3ZwAAAABQgaHWnM2esyguPfXSob1e10rWg5RcGJc6lbrsa4see7wxl/u7+DaLrCpj/w+3npJ17I2PL2lse2X1nY1t3gK9XdaJqAsCewvRq4sQK8fC3snte28sKeeaUitRs1rnUW9BdqW+z1u82DtWukj7yhWb5LblqCEHQKXWHKbvqetaxdw+bNOu3PkE49Tro3Lt874rzN7a/LewFz9/OTVnAAAAAFAzbs4AAAAAoALcnAEAAABABbg5AwAAAIAKDDUQZNnSGfGpDYuG9nptqEX2Cm8Bv9vOuq/Y8RWjKOBXClRrCBboupB2KiwaOuwQDJUX/pG7CLX3HnOLiL19vP4qOQ95cs8/tf0pL7iiTQBM6u3zB7dhsgdjqNKx433WXnDBYbc/1lmbzPQFplM3XnxvsTbUMDd5vPP9rnPOHPi8d485qIPWwJOGtoyi73NDaNANL9xH8dj9VxEIAgAAAAA14+YMAAAAACrAzRkAAAAAVICbMwAAAACowFADQWYetiiOnXf50F5Ppa7KPuwV2G+449PSfu8t/nDgPmoASRpeMmPxu419Pti6v3QsxbF3/7jYsUoWxOYWrauUMecV67c5fno8ddxjnPp5lOxXJbDBG6tdhzp4FjxRbl6YzLaf1Jwzvb5pc36nvM9bKVJ/9AtfKtaGrnlhMikv7GXprRdnvZ7Xp+p1IXcO8MbE3191R9axhq3r8CKPGuySts173lHrL2ps877/TJVAIZTlhZPdu/weAkEAAAAAoGbcnAEAAABABbg5AwAAAIAKcHMGAAAAABUYbiDI2IJ45K1r9vp5c+9rFpp6K6R70tXbJ9PK6tOWHJv1vJLvZ8vtJ2U/Vwn72PzZOY1tXhFurtziXaX43Mwfmwp1/CrSMd7GrAeeLHaskpRwAzOt/eqxSqq1XUogxCmXXDiElkw9Xt8rfV0yxMMLcXhoxwnFju9Jg7XSECqzsteA3Dl6FLr+fpIbdDWKgCHl+8+2M+Y1tiltbfO9ZvZW/k1jKit5Lvx1/DqBIAAAAABQM27OAAAAAKAC8s1ZCGFaCOHZEMI3e4/nhhAeCSG83Puz+fs0AAAAAIBkb/7l7FIz+/5uj681s7+JMR5tZn/TewwAAAAAyCAFgoQQDjezdWZ2k5ldHmM8K4Sw2cx+K8b4eghhvpn9bYxxjxWcMw9bFMfOu7xv23uLP+x7fNtZ9zWe563mrgY2pFjdfe94/fzB1v0b25QCbu95uUoW5Z64+oXGtmfWH9fYlo5VM3+8KrwxXVJuof+WP/vVxraSAQS51Pdzz+JHh9Gcqowi1KFraWiEer54fZFrsvdhrql4DnnU8yodq5428316DZ5MASeqt89v9s+w32duyFzXaugbtOd9j5o2f0vrQJD/bGZXm9nu304PjTG+bmbW+/OQvWopAAAAAOBfDbw5CyGcZWZvxRi/m/MCIYQ1IYSnQwhP73r/ZzmHAAAAAIB93nRhn98ws7NDCJ80sxlmdkAI4T4zezOEMH+3nzW+5T05xniXmd1lNv6zxkLtBgAAAIB9yl4tQh1C+C0zu7JXc3arme2IMd4cQrjWzObGGK/e0/O9RajTOiRv4WJvoUGv/keh1irlLjQ3mRZ57FruItqKYf/ueyLK79S98etJx4A3ltqMk9xFjr0FlJVxXnJMq20fu+Z7xV5zMvNqJvfFOSbHgie02tftJ5VbCLkG6vueqtJzxjtfvGva5s/mBVXn1ivj33Rdu12SV8OYtl+tmZ2q9bBd2vj4ksa2lSs2FTu+d01+8fOXd7II9c1mdnoI4WUzO733GAAAAACQQflZ47+KMf6tmf1t7//vMLPTyjcJAAAAAKaecnnkAAAAAIBs3JwBAAAAQAX2KhCkrQPC3Lg89P8SMi2w/eHnmr+0ZMG9yclbPHHYbjr+oaznXfHN86X9lMW3RzF+Sy4c7S1Enr6nUSxU7RVPf/HosaG3Y7LwQlzSBdi9omWPEi7ihSeMIsjHC7SZinIDgaYq7/rlXU+Ua4UX/nHDHZ/Oatcogn1yw71yw1I8Xlhc7vHVYLgbL7436/jq9wclFOa651dltaGNTSu+OvTXnCy870Mptf9KLEINAAAAAOgQN2cAAAAAUAFuzgAAAACgAtycAQAAAEAFhhoIMnvOorj01Ev3+nklgyU+2Lp/Y5tSlGk2NVdlXzXv2WLHOme/5ufohTqoz50s1PfY9fh684IFfY+3nTGvsU8aEFGaFzgx7AL33GCE/V96p7FNLUhX5pjcgADPwod3NLbt2rS52PExsVqDN9TQHm++mszXPvUaplxjlDAAlfddpKRXVt9Z7FjqNWwyU79jHLX+ooH7ePO9EhLiBZV0fU3G6Ny7/B4CQQAAAACgZtycAQAAAEAFuDkDAAAAgApwcwYAAAAAFRhqIMjYcbPiLQ/2rzTfddBDydW8sXdyi4i9wtmVKza1bc5QlAy8mLbk2Ma2d485KOtYZs1AAO/cmHvf5Cn89gIOTrnkwhG0ZLBZDzw56iZUodawjDbUoI1hS+ffLx491tjH+zwYq+PeWHtyY1tuOIN3XVC9t/jDrOd54RKKYQc01cwbA2n/eNdpjxcedezdP+577F3fvSCqNt8DUI/H7r+KQBAAAAAAqBk3ZwAAAABQAW7OAAAAAKACQ605W7Z0Rnxqw6K+bTUsbjiZF9icTNr87j7lLbLrqeG32d4i6jcd/1DWsUqO1ZILjKu8GtO09u2I63c29lE/x/T3+d9+ZL30PK/+LrcWValznUy1fTVoU9dVsg7RO5dTh59bR31sWk/mtX2q1lvXWpvqSec0pXbJrPtrXzqe1LE07PPRbPjzrdcurw1K+9V+Tb9Le7X73uLYfP8tz/tu5fUzi1ADAAAAQOW4OQMAAACACnBzBgAAAAAV4OYMAAAAACow1ECQgz9+cDxz3dl73KdkaISq5CLBHnVhwdzn1RB6UVLXi6Cmn5tXYO3xiq5z7dq0udixSiq5SLBarK0UPKuBHUqxeW4wwidPX93YlnvuEc7QXm6YlBdKoyoZHDNs3vitdR5Sr60Kb35/ZfWdxY7ftdwAja4XR1eCjzy5ARe1ajOfKNR+TgNHvM9/MgXhTAUsQg0AAAAAlePmDAAAAAAqwM0ZAAAAAFSAmzMAAAAAqMBQA0EOCHPj8nBakWPlFgzXWgDdNa+/lCCMyVQ4jdFRi7e94mnluWrRtXKsK755fmPb2NonBj7vtW8saWy76fiHpHalrnt+VWPbEdfvbGzzztHZW/v/Ti030MjjzRPenJk7/6rhO4oFG4d37dqTNKRJvca8sfbkxraSn2XKG78lw0xyAyI+2Lp/Y1s6xs3M3lv8YWPbbWfdl/WaD+04Iet5Ja2a96y0Xzr31RqUkTu3tzl+17wxnTvnD1vXY1wdv7VK+2cU7+fcsecIBAEAAACAmnFzBgAAAAAV4OYMAAAAACrAzRkAAAAAVGCogSCz5yyKS0+9dGivN1V4K8HXyCsOrqEwG/VTi3VvuzovlGBf8/b5zeJ5JfzBK4BXQyPS5869r9vgglrmvS7fd5v3eMolFxZrB8al4S8qLyTGC4RRdBkaU1ruezQzO3H1CwVb0p1n1h8n7ecF2njBNwplDKjhTrVSQqfavJ8uj6+O+xc/fzmBIAAAAABQM27OAAAAAKAC3JwBAAAAQAWGWnO2bOmM+NSGRXvcx6tL6nrxQWqhhkP9bXbXv6l//1PLOz1+KbMeeHLUTZh00oV2Sy6y27U29V65x1fqo7z6Nc+w+1qtqUrrhN495qDGPup79JR83+m1yFsw3eMtxjzsRXvVa3fuwsTKNdmrTfWel7vgrLd4fK7c2kRvrHZd3zlV5dYYlvTDz02X9vMWc0+9svrOts3pRK0Lq5fkzUP3Lr+HmjMAAAAAqBk3ZwAAAABQAW7OAAAAAKAC0o9ZQwivmtm7ZrbLzHbGGJeFEOaa2XozO9LMXjWz/znG+ONumgkAAAAA+zYpEKR3c7YsxvhPu227xczejjHeHEK41szmxBiv2dNxDv74wfHMdWf3bUtDItqEQXgLv+Uu1ucVjStqCHHoOvDCe4/ea+YW027+7JzGNq/gfTIbdrF+G7UuZqsstOy1/YpbmgEOyudx1PqLGtuOvVv7+6i0qLtNAb8SXlFrEEpu4fdkOl9qpQbCdB2CkHttVbS5/qbfA7zrkKrL69UowspyA1Q8nMt7x5szSwbTeEEiyvhVw4rG1j4xcB9lQWhPLYtq57Z/w4s3dRIIssrM1vX+/zozO6fFsQAAAABgSlNvzqKZPRxC+G4IYU1v26ExxtfNzHp/HtJFAwEAAABgKtAWUDD7jRjj9hDCIWb2SAjhB+oL9G7m1piZ7XfYfhlNBAAAAIB9n/QvZzHG7b0/3zKzB8zsE2b2ZghhvplZ78+3JnjuXTHGZTHGZTMOmlGm1QAAAACwjxkYCBJC2M/MfinG+G7v/z9iZp8zs9PMbMdugSBzY4xX7+lYs+csiktPvXSPr6cU+bdR60rkXpGvWoSbWyCsHF8t3vWKzVNtQhD2NUqog1eo65m9tfl3LCeufqGxbePjSwYeyysEVsZXm4Lx3AJx5Vz2ju09L/f8m0zF7bXOfblKBiO0Gb+jCGhIDTuwodaxVPJ89N6jF4LgzZlqWIJixuJ3B+7jXSu8sKI2ISeleNerGnjXzFp553uX81Aa3GdmduPF93b2embdf++owbljz00YCKL8rPFQM3sghPAv+/9fMcb/EkL4OzP7WgjhAjPbama/V6rBAAAAADDVDLw5izH+g5ktdbbvsPF/PQMAAAAAtFTnvy8DAAAAwBTDzRkAAAAAVGBgIEhJY8fNirc82L+Sdlo46xWx1rIKeEnvf2r5qJvQuUe/8KVRN8GlFLOrxbVpQWqbYBelmN0LXikZmOMdXwly2b4yFGvDyhWbGtu8guT3Fn/Y2JYWmx92+2PSa05bcuzAfbadMU86lldYroyBroMlvD5MTaai+Mkkt3BdDbTxAihyz4Wp6o21J4+6CUM//5Q5oTQ1SKLLUBUvQGVs7RONbd6YSK873vOU64mZ2bvHHNT3eP+X3mnsk/v9V22DJ22Xp2RbPUr71dcreSzPlttPynreq5ddOWEgCP9yBgAAAAAV4OYMAAAAACrAzRkAAAAAVGCoNWczxxbEI29d07etZL0M9s6wFxJtU1OT+9v4GuosvN87e4uBpjUiU6X+J3exZ2/8drmgdckaCG8h1gNe3VXs+JPdrAeeHHUTOleyxsmrv0zrbLquTVWl7ei6jtaj1NZ6NTVd67q+vk0dUkqpl/LkvkfvfCl5fffqhrwMhJR3Le96YXJP+polv2+pddTqIu3DdsMdnx64jzeHqpSF1b2x+tfx69ScAQAAAEDNuDkDAAAAgApwcwYAAAAAFeDmDAAAAAAqUN0i1EphnVkdYQm5C4uamd11zpkD95nsi2+nBbxeQaRXoOwtgPj2+f1BD94ikqphF6gqxahmdYSXjIISjOCd715ITLqfGiSjBCp4lAW6zZrj13PT8Q9Jx0qpYSnDlhvOMlWccsmFjW3KOPHkjh2PElygnBsTOeL6nX2Pvfm+ZLiEN78sfHhHY1sa7KCEQUx2Xv91GRpSizYLKOf2jzLOS37ne/9Ty4sdy+OFNnmvmRvupLRfPXbXfZHrsfuvIhAEAAAAAGrGzRkAAAAAVICbMwAAAACoADdnAAAAAFCBoQaCfGzxorjgisv6tqXhDF4R+ZLHz2tsUwvxcykFo0qQgVl+eElu4MgoCvG9zyg3tMMLhVHCMtRwEaWItNYCUi8wYNOKr0rPTT8j9XmeNHDCCxHwCup/+LnpjW1KQIBq+8rQ9/iV1XdKz6shQEMJYvB4ATfescbWPjHwWN45lAYllDbsgJ42Htpxwqib4PKuFWkQkRd6U2vfd30NU75TqOEsXX8XmSwe/cKXpP28vvfkXp+Uz1Ztqxfak2pzTca+Sf0+ce7YcwSCAAAAAEDNuDkDAAAAgApwcwYAAAAAFeDmDAAAAAAqMNRAkAPC3Lg8nLbXz1ODN0o64NVdQ3/NVO7K6m2kgQDeivXq57Hw4R0D98kNfxhFEW7XoRG5YQPPrD8u63lKyMpESgampJ+l9znm9r3ap0ofqv215faTpP1SJcMZvPedGzA02ZUM8cg913J5c6g6J3sBICkvtCeXN5d7wVol5YZ03XjxvV0051+NIpQrpcyZJeeJNsdS+uuo9RdJx1JCoLy+Uduf29au5/fUxseXNLapYWvp98BtZ8zbi9btPW+e8+aT9LvC9O8cKB0rlzfXKqFZCzZq91WP3X8VgSAAAAAAUDNuzgAAAACgAtycAQAAAEAFhlpzNnvOorj01EuH9npteIsUpr9T7vo31l3LreO57vlVjW3pQsJmzd/hzlj8btbrmTXrkNRFr73fWOdqU6PVJe830J70N9wl6/ZK1uOpC1p70t/Ge7UluYs9r1yxqbFtFHVcSvu9/mpTP7ovUc/jrvtGqQnzqPNoOh+OYsHp3OucOp941yKFd70qWf/sXYtyKZ9buuC4mVZL1KZOULmeeLy+92qa0vPDqyXzvgccfm5znk6pNdNKX6x58FvSsXKvOx5vDlDGnFKPZ9Y8/7zzTF18XakpV9pg1uxD9f0ox1fnKmURdfU9Tpu/hZozAAAAAKgZN2cAAAAAUAFuzgAAAACgAtycAQAAAEAFhhoIsmzpjPjUhkV925SQjVHwCv1vu3pwIeAoFo5OC9dPXP1CYx9v8dTcgAuvUH7nb/6ksU0pUFWL2286/qG+x+o48T7HtLjVK2xVi5u7Xvg65RWj5hbmpn1q5heWe9JibTWwQ1nUUS2wVnzx6LHGNjXoYdgBMGq7vPM75Z3vyuKc3uczCumYKNkuNUCnpNzFTD1eyJESLqIuQKtQ+1D53Lr+PJTFbM20uVwJKfDkBjh4vLn2h5+b3tiW+37UYIT0uWrghRrikF7rlNAxM7+vc/vCk/bPJ09fLT3P+4yUMaCGO6Xnkfd63qLN3hyQBqaooTdeeE36Xc27NnnzlzLOvTaMrX2isa3kHOP1a64f/O6NBIIAAAAAQM24OQMAAACACnBzBgAAAAAV4OYMAAAAACow1ECQA2fOjyvGLtjjPm0Kv5VV35UV383yQwnUYtoueQWqauFsGhLhvZ9TLrmwsW37yiAdP+UVdK5csal5/JO04BCFMk5U6nhKbTtjXmObEvTgBZzkSoNRzPSAk7RY2wsXUc+Fo9Zf1Pe4TXBBGqpxwKu7pOd5n2PJwt+UN+7VUBWFF4KA9tSgIIUX5KPMJ7mfbcm2e4YdjtSGF/5w1zlnZh0rd57wAi7U8JLc43dJ7Qc12CMNl/CuJ15Alje3eteUlBdqpvShGsaSXufMzBZs7P/+nRtU4/FeTw1LUcNRUt45lI5p9T0qn21u+Etpuf117thzBIIAAAAAQM24OQMAAACACnBzBgAAAAAVkG7OQggHhRC+HkL4QQjh+yGEFSGEuSGER0IIL/f+HLx6JgAAAADAJQWChBDWmdmjMca7QwgfNbNZZvanZvZ2jPHmEMK1ZjYnxnjNno4zdtyseMuDe79Sd5uQDaVQz1vZXl2VXZGGFHRNXW3dkxZvegXqarhIWrzprR6vFmGn7Xr0C1+SnpfLGzddh72kBbC5gQEqL5TEkzuevHHiFWYvfHhH32OvwNor8vak7fLa0DWl+Dx9z2Z6f9148b15DauUcl7lFlyrx1flXk88SmBSyWJ9j9rWlBIm1eb4KuVc83hz2iur78w6lhq8kMoNLvCCEnKP7x1rFAEUnrRt3jXA+06hBoekvOMr7ffe99jaJxrbXvvGkoHH8s7th3ac0Nj2zPrjGtvSMa2eozfc8enGtvT6pIYQed/L0vekft/+9iPrB76e1/ce79xO25Xbz228etmV+YEgIYQDzGylmX3ZzCzG+IsY4ztmtsrM1vV2W2dm55RoLAAAAABMRcpfO/07M/uRmd0TQng2hHB3CGE/Mzs0xvi6mVnvz0O8J4cQ1oQQng4hPP2Tt4cb7QoAAAAAk4VyczbdzE40sy/GGE8ws5+Z2bXqC8QY74oxLosxLjtwbnfrBgEAAADAZKbcnL1mZq/FGJ/sPf66jd+svRlCmG9m1vvzrW6aCAAAAAD7PjUQ5FEz+2yMcXMI4f8ws/16/2nHboEgc2OMV+/pOAeEuXF5OK1v27QlgwNCvOCCw25/bODzVF4b1FXfS1GLvK97flVjWxocsX1laOxTciV1rwjTK8xOPyOvn71CU6+oNC3onf6dAwc1U1ZyLKm23H7SwH3UYudcbYrB0/HqjUuVEvahBvQo80mukuEiakCPIjeoqLS079v0VzqftAk5GkUoTEoJTPKUHCfedVQtbk/nIjXow5vDSsqdd9SAoVTunOzNtbkBFGpYlXedTtuvhmd419t07CihC2Z+AIUnDT5S36N3zqRzQG74i/ea6ncrry+U8yj3u5v6em36QnnN9BxVv2P84dZTBu5zz+JHix3rqW2LG9u8AJVcXt/vKRBE/Z3hH5vZV3tJjf9gZn9o4//q9rUQwgVmttXMfi+rxQAAAAAA7eYsxvicmXl3d6c52wAAAAAAeylvkRAAAAAAQFFSzVkpy5bOiE9tWLTHfZTfrE6k5KKO3u/B098yq7/hVxbKVOuevFolZcFLj/cevcUTU2rtWEpdOHoUC0DXKPc36mbamDtx9QvSsTY+3lw8Uxlz6qK06bG8xbffPl/7/NPnqs9TjlVyAXDvfGnT1pTX98o5pC4km1uzk6vr2iVP1wsoe9L6jzYLTrepA00dcX3/MjheTbZHuY6WrB1V6wtz63jUeuuUt3C8dz4qixB787FaC6cs2qseK22rV0vmfa95/1PLG9u87wZpW73vJt73IaWGSl3s2ZPWOal1dTt/8yeNbbk1TV5b03Ghfi9U6gm9Me59f/DqttLzaumtF0vtOuDVXQP3Gbvme9Kxtp/U7It0HHpZDd6Yy52bvEW1p83fkr8INQAAAACge9ycAQAAAEAFuDkDAAAAgApwcwYAAAAAFRhqIMjMwxbFsfMu3+M+Cx/eIR2r5MKiarF5WhSbGyRi1iyobrPAdVo4670fr7hdaZcXzpAb7OEVsa6a96x0rLTAVg2z8Dyz/ri+x17R8htrT846dpsFrdPXVBeIzQ2EUSkLaipBH+qxVF7gQVpg7RVm584xXqG5Nwco2ixumfa1ulBx7mLVXS7srep6oe0271EJQ1LDZNKQKXU+8dqvXCNHEbRSMqgknU+881Gdc9K5wpt/S/ZXboCGFxzkhTp4x3rtG/2hEV7feKEhSjCCdx543xW8vv/i0WNZbVUXzE6pQSWeWQ882fc4baeZPubuOufMga+nzC9mzb5uE6yWLtrsBX143w1/euS0xrb0u5q3cLT3OXrXyPQ75JsXLGjs4/WXN/+uefBbfY+9z8IL8fAo32G877/3Lr+HQBAAAAAAqBk3ZwAAAABQAW7OAAAAAKAC3JwBAAAAQAWGGgiybOmM+NSGRX3b0kI6tWAxN0TA4xXmKrxgAbV4My1Q9ArevVAKr0g5DV7wCjW9ImIlhMTrZ6+w0ZOuWO/JLbD2isqPuH5nY1sacGKmvW816KFNkEsONYRG6Vf1c0wDVMyaY9/rZ6+gVy2CT3nnwo0X39vYlhb1quejQg118IIY0tCONgEXSniF93l4vLki5c0dw6a0cyJp+7s+Z71ABY8X5KKM19zPw+tDdUyncq9zZmXDvNI+VI+thBUpoSETUeY0L4BCCdBQQ468MAMlpMub73f+5k8a29L5vc2xlGCS2Vu1f0vwjp+O/dzvQx414ET9vJXjK7zv0mnQx0S2n9R/fnjXnEO/vL2xzQsOSb+Xec/zKGEf6ufofW9Kx4T3WSy99eJBzTSz5vdyb2735qZXL7uSQBAAAAAAqBk3ZwAAAABQAW7OAAAAAKAC3JwBAAAAQAWGGggy87BFcey8y/u25YYBeLyi2FSbgAClENsLQVBDTkppE+Kxat6zfY+VFezN/GLHNJTiim+e39jHK/JVxsSW20+S2uVRC4tTXhhL7rE8J65+oe+xV0zthWB4vL5WgmM8SpG6N77SomIzvyg6Pa/UdilhA6+svrOxjxfYoASoeOexGhzTJtAipcxDaihQOl8p40alFtirfajw5l/vPZWUFn93fY3xAoAU3hhXP2+vX3OlYU7e+1ECO9pQwj6865A3fymUc89rg9cONVjCC39I52T1/WxfGRrblHGvXDvM/OtHGijmjYncea5N8Fz6GXnfC7zrjnIs7zusGmpW8pqsBJX89oJfb2xb8ETzXL5n8aN9j0+55MKBxzYzu+KW5ntMPzfvWu59J0u/W5k1v+t655732arzqNKuFz9/OYEgAAAAAFAzbs4AAAAAoALcnAEAAABABYZbcza2IB5565qhvZ5Z2QWHS1IWcFSltUne72S9RfE8ac2Ouki095tb5TfpJReDzKUu7OxR6nFK1hu1WQg5/SzbLEKd1kF4i1R6v5X3FgpXnjeK+qWUWhtTsj7Hk35u3mLvbeqLUkp9g8cbX+nv/Cei/IZfnZvSGif1/XgL3SuGPX9NJD0X1HnIqy9KqdcTT3p+q5+HWrOs8Gp7lAVuvTlAqXHxxr03vpSxoy6OfcCruxrbulyQXW2Xski0xxuXXm2XQl2M2bv2/f1Vd/Q9VmvovHqv177RP3d7n0fuwtFqPaFX26Ustp72g5lfTzbrgSf7Hit1aWZ+PdnY2if6Hv/Ry1sa+3jnlfK9w/t+qn7fUnjHf+z+q6g5AwAAAICacXMGAAAAABXg5gwAAAAAKsDNGQAAAABUYKiBIGPHzYq3PNgfHJC7QGjXC6MqBe+e3CJ4JVBjIrkhHko70gLMiaSFrR41KCE3HMUr3s3lFS0rxeDeYoclqYEKnnRB8V2bNjf2UYM9Ul7feONXWai0TahH12EcCu9cVs6j3AVuPV4hsxLIoy7i7IUgeCELCi+8RpE7P6pzmncu5La15GL1KnXBekU6BtQghtzgGI8XfJP7PcCjhEDlLo6thkZ40uuauji2sgC0F57g9cPKFZsGtksdb17YhHfd9EIiUmpYRkpdjNmbRw/98va+x964XLCx+b1aWShcbZdHWThaDdpRzqtPLNza2OZ9P0kXjvYWr35j7ckDX8+s+b3MC/pQ5+j0PXrjvuQ85/Xzq5ddSSAIAAAAANSMmzMAAAAAqAA3ZwAAAABQAW7OAAAAAKACQw0EmTm2IB5565o97uMV1+aGc3hywybMtMLcXF5BpFpgmxvi4UmL4JUwCDOtmFqlFvqnvLbOvW/w2ElDEcz0YIm073PbbuYHdJSUfrZq4aw3ntJjKUEfZvnnclpUPJGj1l/U97jN56Hw3ncupaC7DaUYXPmsVd74yg3GeG/xh41tJcMgVN71qU2ATQ5vTvPmsHRObhOEks6tSjjSRJTrphqCcMUt/Z+HFzbh8cJrlGvd9O8c2NjmhVnkhngo2swT6VhtE6CU+71DDS9Rwj5yAzTU11PCPravDI19vACVrtua8gLSvHGohnGkvHNI+Q7jhccp39PM/HlO4QWHKOf74ec2P0ePco30Xu8Hv3sjgSAAAAAAUDNuzgAAAACgAtycAQAAAEAFuDkDAAAAgAoMNRBk7LhZ8ZYH+wvnlIAOr7BRlRZA5ha3mzUL3G87677sY3mrhafUMAMl2EFd6TwtGC4Z9OEVjHuF/rm8IlyFWjirUMeXGrSiUItpcykF6F7YhHdur5r3rLRfrvT4XpBIboCDFwaRq03IUcm5o2SgSZf2f+kdaT9lLvTmbXUMeuM3/TzaXBfSQAtvfvTmcmU8qaE6HuX43rj0xmE696nnldeGu845s++xN569EAEleMx7P2kYRBu5wR5t5o50nJe89m3Y/py0nxJmYWb25gUL+h6rc9XYNd+T9ktt+bNfzTq++jwlIMubh9TPKA0XUcMzckPT1PP2lEsuHHis3GAa7xxVg6KU77bq92aFd96eO/YcgSAAAAAAUDNuzgAAAACgAgNvzkIIx4YQntvtfz8NIVwWQpgbQngkhPBy709t0SQAAAAAQMNe1ZyFEKaZ2TYzW25ml5jZ2zHGm0MI15rZnBjjNXt6/gFhblweTuvbVnKB0651vaCtQqlV8hbc83h9mLuwq/f73dxjeb8/zq2zURZFzF0M1JO7SKKn6wXZPWrtjbLI6pbbT2psUxYq9eaE3AW6vWOtefBb0nOVMVdSbq3Sdc+vamwrWR+nKln3NOyFndU506Nci7x6W28R17SuRq3P8BZfVmqH1AVo07a2qVVM35P3ftJasoleMz2WOmeq9bA1yK3Jza0nUxeJTqm1ZOpizOlrese/Z/GjjW3e3JEuJqxeF7z5Kq2hUheJVj6P3MXXPd455FGuh961UF10XskV8L675Z7vKmVB9pL18N7n/+LnLy9Wc3aamb0SY/yhma0ys3W97evM7Jy9PBYAAAAAoGdvb85+38z+ovf/D40xvm5m1vvzkJINAwAAAICpRL45CyF81MzONrP/e29eIISwJoTwdAjh6X+2n+9t+wAAAABgStibfzn792b2TIzxzd7jN0MI883Men++5T0pxnhXjHFZjHHZR+xj7VoLAAAAAPsoORAkhPCXZrYhxnhP7/GtZrZjt0CQuTHGq/d0jI8tXhQXXHHZHl/HC5FQF0IuGdjhFXmnBftqcXvJEAevMLPNoqcpr7Bc4RV9pu1qs8CiwivyVQrXSy6K2DV10UXlnMktwjVrFuJ6Y/yLR481timF315Bt7rQdm5AgBL+kbv4r3r83PlLDUfKXaTd45236RygLEA8kRrOPzUQRvnc1PNKed/eeaXMfd7r5Z5XXjtzr4deP6uLvyqL+G58fIl0rDSsSL2e5C4urPICNBRe+7/9yPqBz1MDVNI54IBXd0ntUgM00oAWL+Bi2xnzGttOXP3CwGMpQR9mZrMeeLKxbcET/ddWNeAk9zqqLu6eUudabw5QrqPedbpkEJU6DlPetckbE8rz1DGd67H7r2oXCBJCmGVmp5vZ/bttvtnMTg8hvNz7bze3bSgAAAAATFXSrXWM8X0zm5ds22Hj6Y0AAAAAgJb2Nq0RAAAAANABbs4AAAAAoAJyIEgJB86cH1eMXVDkWGqxY0lHXL9zqK+3a9PmxjavyFd5nkc5VklKOMdEvCLiLrUJpVB4xcEpL9TDC38puYq9SilSV8I/zJrF4E9tW9zYRy00TouI1YAbL9AmNXur9ndZXqDNlttPGvg8LwTBG4dpGEOb4AplrsidJ5RQJTP/M1I+j1xq8Io6Xynnssc7v9O2tZkz03Z5r+eFCanF/ynv+ugFNqSfrRq0442T3PAo73xUQki84ApPGi6gtlOdM3Mp7VcDLlJj13xPaoMavJCGcaRBHGZmW/7sV6XXTF1xS3OMe9dR71qUfg9QAmEmOn7a17lBIp5Pnr66sW3Ng98a+Dyz5jXFu/YpIRuq3GA49dqUO4+qn60ahpSaNn9Lu0AQAAAAAEC3uDkDAAAAgApwcwYAAAAAFeDmDAAAAAAqMNRAkJljC+KRt64pcqzcomVVWnRvll/0pzhq/UXFjuUVeXu8AvGUVzyvFlfmFjLnrgzvWTXv2azn5X7WXttVynv0CmcXPryjsU0JelCKvFVq4exd55zZ2JaG+3jnnhp6kcs7Z9LzY8HG5lyphkGUDBNKgza8tnuv1yZcopT9X3pH2i9tq/c8L3DEk85hbcKkvOuOcs6r4zf9LNUgHE+buSiHOmem7fLmPTU0Ipd33n5i4daBbfBCCnLnUfX6qIaQKHIDKNK+UY490fE9XkDHdc+v6nvsBXLlhnG8ecGCxj7e/OjNO2mohhdUo47VtP1e2725Y2ztE41tf/Tylr7H3vnofc/0jqUEWJUOVkopQSjed37v2qcGoaS+ePSYtF8aTOJdm7xQlRc/fzmBIAAAAABQM27OAAAAAKAC3JwBAAAAQAWGWnM2dtyseMuDw134WKEuVKvIXRSza13/Lt6TW1ug9KH6fravDI1tSl1Hbt1b7vvxqO/R+128V1fTpn4lldZBeLV9t13d/D24UiPg/cbeW7y4ZB1a7vHV+k5F7kLbXjvVxYVT3m/4c9tVska3ZD2xR50DlDHh1WJ4NQjK2PHqL0ter7x6VaUmz6v/8eZaT1rjos5zyrVInbfV+UppQ8maMOX60aZWOK3jUet7vXrbxvOcujFvDvDO5cPP3dTYltY9qXO00tY232tOueTCgfuoi1x7dXoppf7LzK8dU6gLOedK5xP1eqLUk6n1w958lcpd7Nss//r0g9+9kZozAAAAAKgZN2cAAAAAUAFuzgAAAACgAtycAQAAAEAFhhoI8rHFi+KCKy7r26YuZNcldZE8ZcFZtYBQKSrN1aawUQnxUG18fEnfY28RvvcWf9jYlhtm4FEWYvXeY9p2s3YLcqfafEYpbyx5xfle/yuUQJN0AcyJKEXR3rG8EAQvzCClfj7K4she8bFXUK9oE+qQfh5eQXfJBZq99+gtJq60QQ3L8Ir/FV4AQcnFmNXwFUXu2PH6Pnce8oILSlL6q00gUxrsofaNsrjwKAKsPEqIh0dZhNgLkXjtG81rn3Jt8q5Dsx54srFtw/bnBh7LrBmyoIQ6mOkLU6e8OfnE1S80tt2z+NGBx/YWL1bGgNd2L2xC7YtcaTtKBjJ9sHX/xjZvvs8NlOp6vleCabx9vLlpw4s3EQgCAAAAADXj5gwAAAAAKsDNGQAAAABUgJszAAAAAKjAUANBQgg/MrMfmtnBZvZPQ3th7I6+Hy36f3To+9Gh70eHvh8d+n506PvRoe81R8QYf9n7D0O9OfvXFw3h6YkSStAt+n606P/Roe9Hh74fHfp+dOj70aHvR4e+b4+fNQIAAABABbg5AwAAAIAKjOrm7K4RvS7o+1Gj/0eHvh8d+n506PvRoe9Hh74fHfq+pZHUnAEAAAAA+vGzRgAAAACowNBvzkIIvxNC2BxC2BJCuHbYrz+VhBAWhRD+awjh+yGETSGES3vb54YQHgkhvNz7c86o27qvCiFMCyE8G0L4Zu8xfT8EIYSDQghfDyH8oDf+V9D3wxFCWNubb14MIfxFCGEGfd+NEMJXQghvhRBe3G3bhH0dQviT3rV3cwjht0fT6n3HBP1/a2/eeT6E8EAI4aDd/hv9X4jX97v9tytDCDGEcPBu2+j7Qibq+xDCH/f6d1MI4ZbdttP3e2moN2chhGlm9gUz+/dm9qtm9gchhF8dZhummJ1mdkWM8eNmdpKZXdLr72vN7G9ijEeb2d/0HqMbl5rZ93d7TN8Px/9pZv8lxvjfmdlSG/8M6PuOhRAWmtn/bmbLYoy/ZmbTzOz3jb7vyp+b2e8k29y+7s39v29mS3rPuaN3TUa+P7dm/z9iZr8WYzzezF4ysz8xo/878OfW7HsLISwys9PNbOtu2+j7sv7ckr4PIfyPZrbKzI6PMS4xs//U207fZxj2v5x9wsy2xBj/Icb4CzP7Sxv/MNGBGOPrMcZnev//XRv/grrQxvt8XW+3dWZ2zkgauI8LIRxuZmea2d27babvOxZCOMDMVprZl83MYoy/iDG+Y/T9sEw3s5khhOlmNsvMtht934kY40YzezvZPFFfrzKzv4wx/jzG+N/MbIuNX5ORyev/GOPDMcadvYdPmNnhvf9P/xc0wdg3M7vdzK42s90DFej7gibo+z8ys5tjjD/v7fNWbzt9n2HYN2cLzewfd3v8Wm8bOhZCONLMTjCzJ83s0Bjj62bjN3BmdsgIm7Yv+882fpH4cLdt9H33/p2Z/cjM7un9pPTuEMJ+Rt93Lsa4zcb/xnSrmb1uZj+JMT5s9P0wTdTXXH+H738zs/+n9//p/46FEM42s20xxr9P/hN9371jzOyUEMKTIYT/L4Tw3/e20/cZhn1zFpxtxEV2LIQw28y+YWaXxRh/Our2TAUhhLPM7K0Y43dH3ZYpaLqZnWhmX4wxnmBmPzN+RjcUvfqmVWb2K2a2wMz2CyGcP9pWoYfr7xCFEK6z8dKCr/7LJmc3+r+QEMIsM7vOzK73/rOzjb4va7qZzbHxEpqrzOxrIYRg9H2WYd+cvWZmi3Z7fLiN/+QFHQkhfMTGb8y+GmO8v7f5zRDC/N5/n29mb030fGT7DTM7O4Twqo3/fPfUEMJ9Rt8Pw2tm9lqM8cne46/b+M0afd+9/8nM/luM8Ucxxn82s/vN7GSj74dpor7m+jskIYTPmNlZZnZe/Lf1iuj/bh1l438p9Pe96+7hZvZMCOEwo++H4TUzuz+Oe8rGfzF0sNH3WYZ9c/Z3ZnZ0COFXQggftfEiwb8achumjN7fWnzZzL4fY/z8bv/pr8zsM73//xkze2jYbdvXxRj/JMZ4eIzxSBsf5/9vjPF8o+87F2N8w8z+MYRwbG/TaWb2PaPvh2GrmZ0UQpjVm39Os/FaV/p+eCbq678ys98PIXwshPArZna0mT01gvbt00IIv2Nm15jZ2THG93f7T/R/h2KML8QYD4kxHtm77r5mZif2rgf0ffceNLNTzcxCCMeY2UfN7J+Mvs8yfZgvFmPcGUL4j2a2wcZTvL4SY9w0zDZMMb9hZv/BzF4IITzX2/anZnazjf+T8wU2/mXq90bTvCmJvh+OPzazr/b+EugfzOwPbfwvo+j7DsUYnwwhfN3MnrHxn3Q9a2Z3mdlso++LCyH8hZn9lpkdHEJ4zcxusAnmmBjjphDC12z8Lyp2mtklMcZdI2n4PmKC/v8TM/uYmT0y/vcT9kSM8SL6vyyv72OMX/b2pe/LmmDcf8XMvtKL1/+FmX2m96/G9H2G8G//4g4AAAAAGJWhL0INAAAAAGji5gwAAAAAKsDNGQAAAABUgJszAAAAAKgAN2cAAAAAUAFuzgAAAACgAtycAQAAAEAFuDkDAAAAgAr8/3RntDXoDtZ2AAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<Figure size 1080x648 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plt.figure(figsize=(15, 9))\n", | |
"plt.imshow(facies[50].T)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"id": "a56e86dd", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"array([0, 1, 2, 3, 4, 5, 6, 7, 8])" | |
] | |
}, | |
"execution_count": 19, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"np.unique(facies)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "05f305e7", | |
"metadata": {}, | |
"source": [ | |
"## Make `facies` into `DataArray`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 20, | |
"id": "342a4f0f", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"fda = xr.DataArray(facies,\n", | |
" name='facies',\n", | |
" coords=s.coords,\n", | |
" dims=s.dims,\n", | |
" )" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "7e7c6672", | |
"metadata": {}, | |
"source": [ | |
"## Horizon slice\n", | |
"\n", | |
"Load a horizon and turn it into an `xarray` DataArray." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 21, | |
"id": "0fcacf44", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.collections.QuadMesh at 0x7fe27d3580d0>" | |
] | |
}, | |
"execution_count": 21, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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