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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/yohanesnuwara/computational-geophysics/blob/master/seistool.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lNhlOD7uN2RW",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "b7f848d3-9c87-4965-8d7d-36c4de67cf12"
      },
      "source": [
        "!git clone https://github.com/yohanesnuwara/computational-geophysics"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'computational-geophysics'...\n",
            "remote: Enumerating objects: 190, done.\u001b[K\n",
            "remote: Counting objects: 100% (190/190), done.\u001b[K\n",
            "remote: Compressing objects: 100% (188/188), done.\u001b[K\n",
            "remote: Total 427 (delta 122), reused 0 (delta 0), pack-reused 237\u001b[K\n",
            "Receiving objects: 100% (427/427), 33.28 MiB | 27.62 MiB/s, done.\n",
            "Resolving deltas: 100% (243/243), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rihkDHZQEjk9",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "fb471313-857b-4a8a-8ab7-6eb1399d8b02"
      },
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import pandas as pd\n",
        "\n",
        "import sys\n",
        "sys.path.append(\"/content/computational-geophysics/seismic\")\n",
        "from seistool import *\n",
        "\n",
        "!pip install -q segyio\n",
        "import segyio"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[?25l\r\u001b[K     |███▋                            | 10kB 21.2MB/s eta 0:00:01\r\u001b[K     |███████▎                        | 20kB 17.1MB/s eta 0:00:01\r\u001b[K     |███████████                     | 30kB 11.3MB/s eta 0:00:01\r\u001b[K     |██████████████▌                 | 40kB 8.0MB/s eta 0:00:01\r\u001b[K     |██████████████████▏             | 51kB 4.3MB/s eta 0:00:01\r\u001b[K     |█████████████████████▉          | 61kB 4.8MB/s eta 0:00:01\r\u001b[K     |█████████████████████████▍      | 71kB 5.2MB/s eta 0:00:01\r\u001b[K     |█████████████████████████████   | 81kB 5.4MB/s eta 0:00:01\r\u001b[K     |████████████████████████████████| 92kB 4.0MB/s \n",
            "\u001b[?25h"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rMruxhHlPOg3",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "d3e1b9b9-3e5a-4657-a3dc-b0b6d560403c"
      },
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive') # yohannesnuwara@gmail.com"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HcuLKe3hCUXy"
      },
      "source": [
        "norne = '/content/computational-geophysics/norne/norne4d_2006-full-mini.sgy'\n",
        "volve = '/content/drive/My Drive/Volve Dataset/ST0202R08_PZ_PSDM_FULL_OFFSET_DEPTH.MIG_FIN.POST_STACK.3D.JS-017534.segy'\n",
        "dutch = '/content/drive/My Drive/Public geoscience Data/Dutch F3 seismic data/Dutch Government_F3_entire_8bit seismic.segy'\n",
        "\n",
        "# Choose which dataset to display\n",
        "filename = dutch"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CFeR6eC5elLH",
        "outputId": "bb6efdbf-c682-4132-bae0-2db49b65e3af"
      },
      "source": [
        "cube = openSegy3D(filename=\"/content/drive/My Drive/Public geoscience Data/Dutch F3 seismic data/Dutch Government_F3_entire_8bit seismic.segy\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Successfully read \n",
            "\n",
            "Inline range from 100 to 750\n",
            "Crossline range from 300 to 1250\n",
            "TWT from 4.0 to 1848.0\n",
            "Sample rate: 4.0 ms\n",
            "Survey rotation: 1.54 deg\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_LqHd-zYjBaY",
        "outputId": "85b1d593-f6ed-4fda-f383-122848db8a99"
      },
      "source": [
        "# The output is a dictionary\r\n",
        "cube"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
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              "        1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245,\n",
              "        1246, 1247, 1248, 1249, 1250], dtype=int32),\n",
              " 'data': array([[[    0.,     0.,     0., ...,  -685.,  -569.,     0.],\n",
              "         [    0.,     0.,     0., ..., -2683., -2175.,   774.],\n",
              "         [    0.,     0.,     0., ..., -1588., -1499.,   473.],\n",
              "         ...,\n",
              "         [    0.,     0.,     0., ...,  -971.,  -832., -1247.],\n",
              "         [    0.,     0.,     0., ..., -1702., -1506., -1023.],\n",
              "         [    0.,     0.,     0., ..., -2689., -1088.,   -31.]],\n",
              " \n",
              "        [[    0.,     0.,     0., ...,  -460.,  -428.,  1457.],\n",
              "         [    0.,     0.,     0., ...,    99., -1130.,  -275.],\n",
              "         [    0.,     0.,     0., ...,  -635.,  -609.,  1149.],\n",
              "         ...,\n",
              "         [    0.,     0.,     0., ...,   -86., -1462., -2220.],\n",
              "         [    0.,     0.,     0., ..., -1173., -1277., -1643.],\n",
              "         [    0.,     0.,     0., ..., -1783., -1278.,  -685.]],\n",
              " \n",
              "        [[    0.,     0.,     0., ..., -1178., -1158.,  1350.],\n",
              "         [    0.,     0.,     0., ...,  -900.,  -641.,  1392.],\n",
              "         [    0.,     0.,     0., ...,  -790., -1096.,  1002.],\n",
              "         ...,\n",
              "         [    0.,     0.,     0., ...,   -92.,  -795., -2519.],\n",
              "         [    0.,     0.,     0., ..., -1199., -1624., -1742.],\n",
              "         [    0.,     0.,     0., ..., -2197., -1272.,  -977.]],\n",
              " \n",
              "        ...,\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.,   132.,   162., ..., -3057., -2271.,   272.],\n",
              "         [    0.,     9.,   507., ...,   715.,   852.,  -949.],\n",
              "         [    0.,   208.,   314., ...,  3215., -1630.,  -479.]],\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.,   -28.,   344., ..., -3085., -4846.,   819.],\n",
              "         [  -91.,  -227.,   182., ..., -4353.,   769.,  3558.],\n",
              "         [    0.,   -71.,   361., ...,  1820.,  1069.,   317.]],\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.,   138.,  -319., ...,  -978.,  2056.,   572.],\n",
              "         [  181.,  -156.,  -100., ..., -3672., -2624.,   888.],\n",
              "         [   73.,   -42.,  -117., ...,   620.,  -915.,  -217.]]],\n",
              "       dtype=float32),\n",
              " 'inlines': array([100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112,\n",
              "        113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125,\n",
              "        126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138,\n",
              "        139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151,\n",
              "        152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164,\n",
              "        165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177,\n",
              "        178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190,\n",
              "        191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203,\n",
              "        204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216,\n",
              "        217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229,\n",
              "        230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242,\n",
              "        243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255,\n",
              "        256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268,\n",
              "        269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281,\n",
              "        282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294,\n",
              "        295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307,\n",
              "        308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320,\n",
              "        321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333,\n",
              "        334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346,\n",
              "        347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359,\n",
              "        360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372,\n",
              "        373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385,\n",
              "        386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398,\n",
              "        399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411,\n",
              "        412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424,\n",
              "        425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437,\n",
              "        438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450,\n",
              "        451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463,\n",
              "        464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476,\n",
              "        477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489,\n",
              "        490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502,\n",
              "        503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515,\n",
              "        516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528,\n",
              "        529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541,\n",
              "        542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554,\n",
              "        555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567,\n",
              "        568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580,\n",
              "        581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593,\n",
              "        594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606,\n",
              "        607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619,\n",
              "        620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632,\n",
              "        633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645,\n",
              "        646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658,\n",
              "        659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671,\n",
              "        672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684,\n",
              "        685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697,\n",
              "        698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710,\n",
              "        711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723,\n",
              "        724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736,\n",
              "        737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749,\n",
              "        750], dtype=int32),\n",
              " 'sample_rate': 4.0,\n",
              " 'twt': array([   4.,    8.,   12.,   16.,   20.,   24.,   28.,   32.,   36.,\n",
              "          40.,   44.,   48.,   52.,   56.,   60.,   64.,   68.,   72.,\n",
              "          76.,   80.,   84.,   88.,   92.,   96.,  100.,  104.,  108.,\n",
              "         112.,  116.,  120.,  124.,  128.,  132.,  136.,  140.,  144.,\n",
              "         148.,  152.,  156.,  160.,  164.,  168.,  172.,  176.,  180.,\n",
              "         184.,  188.,  192.,  196.,  200.,  204.,  208.,  212.,  216.,\n",
              "         220.,  224.,  228.,  232.,  236.,  240.,  244.,  248.,  252.,\n",
              "         256.,  260.,  264.,  268.,  272.,  276.,  280.,  284.,  288.,\n",
              "         292.,  296.,  300.,  304.,  308.,  312.,  316.,  320.,  324.,\n",
              "         328.,  332.,  336.,  340.,  344.,  348.,  352.,  356.,  360.,\n",
              "         364.,  368.,  372.,  376.,  380.,  384.,  388.,  392.,  396.,\n",
              "         400.,  404.,  408.,  412.,  416.,  420.,  424.,  428.,  432.,\n",
              "         436.,  440.,  444.,  448.,  452.,  456.,  460.,  464.,  468.,\n",
              "         472.,  476.,  480.,  484.,  488.,  492.,  496.,  500.,  504.,\n",
              "         508.,  512.,  516.,  520.,  524.,  528.,  532.,  536.,  540.,\n",
              "         544.,  548.,  552.,  556.,  560.,  564.,  568.,  572.,  576.,\n",
              "         580.,  584.,  588.,  592.,  596.,  600.,  604.,  608.,  612.,\n",
              "         616.,  620.,  624.,  628.,  632.,  636.,  640.,  644.,  648.,\n",
              "         652.,  656.,  660.,  664.,  668.,  672.,  676.,  680.,  684.,\n",
              "         688.,  692.,  696.,  700.,  704.,  708.,  712.,  716.,  720.,\n",
              "         724.,  728.,  732.,  736.,  740.,  744.,  748.,  752.,  756.,\n",
              "         760.,  764.,  768.,  772.,  776.,  780.,  784.,  788.,  792.,\n",
              "         796.,  800.,  804.,  808.,  812.,  816.,  820.,  824.,  828.,\n",
              "         832.,  836.,  840.,  844.,  848.,  852.,  856.,  860.,  864.,\n",
              "         868.,  872.,  876.,  880.,  884.,  888.,  892.,  896.,  900.,\n",
              "         904.,  908.,  912.,  916.,  920.,  924.,  928.,  932.,  936.,\n",
              "         940.,  944.,  948.,  952.,  956.,  960.,  964.,  968.,  972.,\n",
              "         976.,  980.,  984.,  988.,  992.,  996., 1000., 1004., 1008.,\n",
              "        1012., 1016., 1020., 1024., 1028., 1032., 1036., 1040., 1044.,\n",
              "        1048., 1052., 1056., 1060., 1064., 1068., 1072., 1076., 1080.,\n",
              "        1084., 1088., 1092., 1096., 1100., 1104., 1108., 1112., 1116.,\n",
              "        1120., 1124., 1128., 1132., 1136., 1140., 1144., 1148., 1152.,\n",
              "        1156., 1160., 1164., 1168., 1172., 1176., 1180., 1184., 1188.,\n",
              "        1192., 1196., 1200., 1204., 1208., 1212., 1216., 1220., 1224.,\n",
              "        1228., 1232., 1236., 1240., 1244., 1248., 1252., 1256., 1260.,\n",
              "        1264., 1268., 1272., 1276., 1280., 1284., 1288., 1292., 1296.,\n",
              "        1300., 1304., 1308., 1312., 1316., 1320., 1324., 1328., 1332.,\n",
              "        1336., 1340., 1344., 1348., 1352., 1356., 1360., 1364., 1368.,\n",
              "        1372., 1376., 1380., 1384., 1388., 1392., 1396., 1400., 1404.,\n",
              "        1408., 1412., 1416., 1420., 1424., 1428., 1432., 1436., 1440.,\n",
              "        1444., 1448., 1452., 1456., 1460., 1464., 1468., 1472., 1476.,\n",
              "        1480., 1484., 1488., 1492., 1496., 1500., 1504., 1508., 1512.,\n",
              "        1516., 1520., 1524., 1528., 1532., 1536., 1540., 1544., 1548.,\n",
              "        1552., 1556., 1560., 1564., 1568., 1572., 1576., 1580., 1584.,\n",
              "        1588., 1592., 1596., 1600., 1604., 1608., 1612., 1616., 1620.,\n",
              "        1624., 1628., 1632., 1636., 1640., 1644., 1648., 1652., 1656.,\n",
              "        1660., 1664., 1668., 1672., 1676., 1680., 1684., 1688., 1692.,\n",
              "        1696., 1700., 1704., 1708., 1712., 1716., 1720., 1724., 1728.,\n",
              "        1732., 1736., 1740., 1744., 1748., 1752., 1756., 1760., 1764.,\n",
              "        1768., 1772., 1776., 1780., 1784., 1788., 1792., 1796., 1800.,\n",
              "        1804., 1808., 1812., 1816., 1820., 1824., 1828., 1832., 1836.,\n",
              "        1840., 1844., 1848.])}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qD3DykIYjGpF",
        "outputId": "5e5e9e33-d087-4881-8cd9-80a779cc1211"
      },
      "source": [
        "# Access the data and properties of output by \".attribute\"\r\n",
        "# The attributes are: .data, .inlines, .crosslines, .twt, .sample_rate\r\n",
        "# Example 1: Access the inlines\r\n",
        "print(cube.inlines)\r\n",
        "\r\n",
        "# Example 2: Access the data\r\n",
        "print(cube.data)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117\n",
            " 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135\n",
            " 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153\n",
            " 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171\n",
            " 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189\n",
            " 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207\n",
            " 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225\n",
            " 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243\n",
            " 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261\n",
            " 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279\n",
            " 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297\n",
            " 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315\n",
            " 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333\n",
            " 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351\n",
            " 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369\n",
            " 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387\n",
            " 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405\n",
            " 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423\n",
            " 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441\n",
            " 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459\n",
            " 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477\n",
            " 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495\n",
            " 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513\n",
            " 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531\n",
            " 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549\n",
            " 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567\n",
            " 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585\n",
            " 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603\n",
            " 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621\n",
            " 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639\n",
            " 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657\n",
            " 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675\n",
            " 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693\n",
            " 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711\n",
            " 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729\n",
            " 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747\n",
            " 748 749 750]\n",
            "[[[    0.     0.     0. ...  -685.  -569.     0.]\n",
            "  [    0.     0.     0. ... -2683. -2175.   774.]\n",
            "  [    0.     0.     0. ... -1588. -1499.   473.]\n",
            "  ...\n",
            "  [    0.     0.     0. ...  -971.  -832. -1247.]\n",
            "  [    0.     0.     0. ... -1702. -1506. -1023.]\n",
            "  [    0.     0.     0. ... -2689. -1088.   -31.]]\n",
            "\n",
            " [[    0.     0.     0. ...  -460.  -428.  1457.]\n",
            "  [    0.     0.     0. ...    99. -1130.  -275.]\n",
            "  [    0.     0.     0. ...  -635.  -609.  1149.]\n",
            "  ...\n",
            "  [    0.     0.     0. ...   -86. -1462. -2220.]\n",
            "  [    0.     0.     0. ... -1173. -1277. -1643.]\n",
            "  [    0.     0.     0. ... -1783. -1278.  -685.]]\n",
            "\n",
            " [[    0.     0.     0. ... -1178. -1158.  1350.]\n",
            "  [    0.     0.     0. ...  -900.  -641.  1392.]\n",
            "  [    0.     0.     0. ...  -790. -1096.  1002.]\n",
            "  ...\n",
            "  [    0.     0.     0. ...   -92.  -795. -2519.]\n",
            "  [    0.     0.     0. ... -1199. -1624. -1742.]\n",
            "  [    0.     0.     0. ... -2197. -1272.  -977.]]\n",
            "\n",
            " ...\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.   132.   162. ... -3057. -2271.   272.]\n",
            "  [    0.     9.   507. ...   715.   852.  -949.]\n",
            "  [    0.   208.   314. ...  3215. -1630.  -479.]]\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.   -28.   344. ... -3085. -4846.   819.]\n",
            "  [  -91.  -227.   182. ... -4353.   769.  3558.]\n",
            "  [    0.   -71.   361. ...  1820.  1069.   317.]]\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.   138.  -319. ...  -978.  2056.   572.]\n",
            "  [  181.  -156.  -100. ... -3672. -2624.   888.]\n",
            "  [   73.   -42.  -117. ...   620.  -915.  -217.]]]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 844,
          "referenced_widgets": [
            "7930a63a104e43eb80f4b09451734608",
            "c51ef360b56e4814802150d9c4c34722",
            "2e2a52a0358f4d9d843b2ab34a59231c",
            "03aabd77f2e44ae6981a01e0da3081e5",
            "bd02a5764f6c41298fef9031127b7175",
            "0ac7074a0d90417ba401701fae27036a",
            "dcc8e4627d59432faa85129f16b03379",
            "1f3578d6fe7f43c98dafb5330e8000c3",
            "61e16867629547a8b342ad588f962b66",
            "49881bdf6d3642819702f778c7e045d1",
            "8e1adf67584e40d8a9af3c48a6496221",
            "c27bbad225e9491bb812f7c3dfbe4479",
            "c53d437a1f0d4684853b9a2d52a43ad7",
            "bc102cc7967d4360853e8f8bc06bef6c",
            "fc54a2ff524a4d88b3c25e6d80fcbc48",
            "5da82fcdf6884e4a8bf07b853ff213aa",
            "872c8dd6b2f443eca9c7d614e6874eef",
            "3b7071b64b474ccc9dd70a140de89962",
            "3c04adf4000241eba586ff5a0a6f4866",
            "e5b18b300d5c4a6d8a4098eb166123e0",
            "0f1c05eb754149f7b54caed1e728a8b8",
            "3676da4f1d3b42f6a87f514fd6ed7b98",
            "8676da5adec642a7ace14bb0eabf89bb",
            "d52b25350ed74f0892164d1768049889",
            "5fb3b099148f49daa180a99334c0130a"
          ]
        },
        "id": "HoEj_ZKugqSH",
        "outputId": "5e27265a-2e33-474b-be40-1682511ea2db"
      },
      "source": [
        "sliceViewer(cube, cube_name=\"Dutch F3\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "7930a63a104e43eb80f4b09451734608",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "interactive(children=(ToggleButtons(description='Selection', options=('Inline', 'Crossline', 'Timeslice'), val…"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    }
  ]
}