diff --git a/notebooks/Socet2ISIS.ipynb b/notebooks/Socet2ISIS.ipynb
index 636ba38621d6a47b887c5d420d54b1af792bbf95..d4068c84a6133f9f7ceccec323e8beefbdba3f45 100644
--- a/notebooks/Socet2ISIS.ipynb
+++ b/notebooks/Socet2ISIS.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -14,6 +14,8 @@
"import pandas as pd\n",
"import numpy as np\n",
"\n",
+ "sys.path.insert(0, \"/home/tthatcher/Desktop/Projects/Plio/plio\")\n",
+ "\n",
"from plio.examples import get_path\n",
"from plio.io.io_bae import read_gpf, read_ipf"
]
@@ -74,1859 +76,11 @@
},
{
"cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/Users/adampaquette/anaconda/envs/pysat/lib/python3.6/site-packages/ipykernel_launcher.py:12: UserWarning: The following points found in ipf files missing from gpf file: \n",
- "\n",
- "['P03_002226_1895_XI_09N203W_15', 'P03_002226_1895_XI_09N203W_16', 'P03_002226_1895_XI_09N203W_17', 'P03_002226_1895_XI_09N203W_18', 'P03_002226_1895_XI_09N203W_19', 'P03_002226_1895_XI_09N203W_20', 'P03_002226_1895_XI_09N203W_21', 'P03_002226_1895_XI_09N203W_22', 'P03_002226_1895_XI_09N203W_24', 'P03_002226_1895_XI_09N203W_26', 'P03_002226_1895_XI_09N203W_30', 'P03_002226_1895_XI_09N203W_31', 'P03_002226_1895_XI_09N203W_32', 'P03_002226_1895_XI_09N203W_34', 'P03_002226_1895_XI_09N203W_36', 'P03_002226_1895_XI_09N203W_37', 'P03_002226_1895_XI_09N203W_44', 'P03_002226_1895_XI_09N203W_48', 'P03_002226_1895_XI_09N203W_49', 'P03_002226_1895_XI_09N203W_56', 'P03_002226_1895_XI_09N203W_57', 'P03_002226_1895_XI_09N203W_61', 'P03_002226_1895_XI_09N203W_62', 'P03_002226_1895_XI_09N203W_63', 'P03_002226_1895_XI_09N203W_65', 'P19_008344_1894_XN_09N203W_4', 'P20_008845_1894_XN_09N203W_15']. \n",
- "\n",
- "Continuing, but these points will be missing from the control network\n",
- " if sys.path[0] == '':\n"
- ]
- },
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- " <th>15_8344_8845_4r_mt_z</th>\n",
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- " <tr>\n",
- " <th>16_8344_8845_4r</th>\n",
- " <td>1</td>\n",
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- " <tr>\n",
- " <th>16_8344_8845_4r</th>\n",
- " <td>1</td>\n",
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- " <tr>\n",
- " <th>16_8344_8845_4r</th>\n",
- " <td>1</td>\n",
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- " <tr>\n",
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- " <td>1</td>\n",
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- " <th>17_8344_8845_2r_mt_z</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
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- " <tr>\n",
- " <th>17_8344_8845_2r_mt_z</th>\n",
- " <td>1</td>\n",
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- " <td>1</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_18</th>\n",
- " <td>1</td>\n",
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- " <td>0.171455</td>\n",
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- " <td>195.050373</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_2</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>1</td>\n",
- " <td>-2277.691406</td>\n",
- " <td>-2240.823486</td>\n",
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- " <td>0.144273</td>\n",
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- " <td>-12.658160</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_2</th>\n",
- " <td>1</td>\n",
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- " <td>0</td>\n",
- " <td>-3389.000000</td>\n",
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- " <td>-12.658160</td>\n",
- " <td>627.742625</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_2</th>\n",
- " <td>1</td>\n",
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- " <td>1</td>\n",
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- " <td>0.349547</td>\n",
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- " <td>42.067289</td>\n",
- " <td>-12.658160</td>\n",
- " <td>627.742625</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_2</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>0</td>\n",
- " <td>-4613.785645</td>\n",
- " <td>643.217224</td>\n",
- " <td>0.091086</td>\n",
- " <td>0.091086</td>\n",
- " <td>0.132736</td>\n",
- " <td>0.239899</td>\n",
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- " <td>-2535.712262</td>\n",
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- " <td>42.067289</td>\n",
- " <td>-12.658160</td>\n",
- " <td>627.742625</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_3</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>1</td>\n",
- " <td>-1801.096436</td>\n",
- " <td>-2078.479004</td>\n",
- " <td>0.062058</td>\n",
- " <td>0.062058</td>\n",
- " <td>-0.198696</td>\n",
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- " <td>0.0</td>\n",
- " <td>0.0</td>\n",
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- " <td>36.033823</td>\n",
- " <td>-4.170818</td>\n",
- " <td>616.480181</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_3</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>0</td>\n",
- " <td>-2913.000000</td>\n",
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- " <td>-0.088180</td>\n",
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- " <td>0.161992</td>\n",
- " <td>2.729563</td>\n",
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- " <td>36.033823</td>\n",
- " <td>-4.170818</td>\n",
- " <td>616.480181</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_3</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>1</td>\n",
- " <td>-4997.791504</td>\n",
- " <td>1000.375854</td>\n",
- " <td>0.132941</td>\n",
- " <td>0.132941</td>\n",
- " <td>0.257260</td>\n",
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- " <td>0.000000</td>\n",
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- " <td>616.480181</td>\n",
- " </tr>\n",
- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_3</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>0</td>\n",
- " <td>-4137.536133</td>\n",
- " <td>774.480347</td>\n",
- " <td>0.185544</td>\n",
- " <td>0.185544</td>\n",
- " <td>0.199301</td>\n",
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- " <td>36.033823</td>\n",
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- " <tr>\n",
- " <th>P20_008845_1894_XN_09N203W_4</th>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>1</td>\n",
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- "</table>\n",
- "<p>919 rows × 23 columns</p>\n",
- "</div>"
- ],
- "text/plain": [
- " val fid_val no_obs l. s. \\\n",
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- "12_8344_8845_4r 1 0 0 -889.364441 966.533997 \n",
- "12_8344_8845_4r 1 0 0 4856.525391 -2439.154785 \n",
- "12_8344_8845_4r 1 0 0 5158.205566 -2295.737549 \n",
- "13_8344_8845_4r 1 0 0 -1431.023804 1817.888672 \n",
- "13_8344_8845_4r 1 0 0 -2559.871338 1777.522827 \n",
- "13_8344_8845_4r 1 0 0 3186.063232 -1598.743530 \n",
- "13_8344_8845_4r 1 0 0 3493.876221 -1493.029175 \n",
- "14_8344_8845_4r 1 0 0 3518.268066 2495.108643 \n",
- "14_8344_8845_4r 1 0 0 2385.278320 2476.032227 \n",
- "14_8344_8845_4r 1 0 0 8131.361816 -902.645325 \n",
- "14_8344_8845_4r 1 0 0 8437.115234 -842.309326 \n",
- "15_8344_8845_4r_mt_z 1 0 0 3522.998535 1049.406982 \n",
- "15_8344_8845_4r_mt_z 1 0 0 2395.869385 1038.165405 \n",
- "15_8344_8845_4r_mt_z 1 0 0 8142.054688 -2364.445557 \n",
- "15_8344_8845_4r_mt_z 1 0 0 8440.085938 -2219.049805 \n",
- "16_8344_8845_4r 1 0 0 1885.346313 1807.367065 \n",
- "16_8344_8845_4r 1 0 0 756.099792 1785.494751 \n",
- "16_8344_8845_4r 1 0 0 6502.070313 -1593.964233 \n",
- "16_8344_8845_4r 1 0 0 6805.896973 -1493.774048 \n",
- "17_8344_8845_2r_mt_z 1 0 0 -2015.364380 465.268188 \n",
- "17_8344_8845_2r_mt_z 1 0 0 -3138.269531 442.515503 \n",
- "... ... ... ... ... ... \n",
- "P20_008845_1894_XN_09N203W_18 1 0 1 8918.806641 -1701.755249 \n",
- "P20_008845_1894_XN_09N203W_2 1 0 1 -2277.691406 -2240.823486 \n",
- "P20_008845_1894_XN_09N203W_2 1 0 0 -3389.000000 -2155.000000 \n",
- "P20_008845_1894_XN_09N203W_2 1 0 1 -5474.326660 842.207031 \n",
- "P20_008845_1894_XN_09N203W_2 1 0 0 -4613.785645 643.217224 \n",
- "P20_008845_1894_XN_09N203W_3 1 0 1 -1801.096436 -2078.479004 \n",
- "P20_008845_1894_XN_09N203W_3 1 0 0 -2913.000000 -2000.000000 \n",
- "P20_008845_1894_XN_09N203W_3 1 0 1 -4997.791504 1000.375854 \n",
- "P20_008845_1894_XN_09N203W_3 1 0 0 -4137.536133 774.480347 \n",
- "P20_008845_1894_XN_09N203W_4 1 0 1 -2103.971680 184.334869 \n",
- "P20_008845_1894_XN_09N203W_4 1 0 1 -3226.000000 167.000000 \n",
- "P20_008845_1894_XN_09N203W_5 1 0 1 -1813.285278 3.928788 \n",
- "P20_008845_1894_XN_09N203W_5 1 0 1 -2934.000000 -6.000000 \n",
- "P20_008845_1894_XN_09N203W_5 1 0 0 -4165.228516 2507.076660 \n",
- "P20_008845_1894_XN_09N203W_6 1 0 1 -2250.549072 1572.788086 \n",
- "P20_008845_1894_XN_09N203W_6 1 0 3 -3378.000000 1532.000000 \n",
- "P20_008845_1894_XN_09N203W_6 1 0 1 2367.587646 -1849.272095 \n",
- "P20_008845_1894_XN_09N203W_6 1 0 1 2675.137207 -1730.558105 \n",
- "P20_008845_1894_XN_09N203W_7 1 0 1 -2249.931396 1712.971436 \n",
- "P20_008845_1894_XN_09N203W_7 1 0 3 -3378.000000 1672.000000 \n",
- "P20_008845_1894_XN_09N203W_7 1 0 1 2367.507813 -1706.241821 \n",
- "P20_008845_1894_XN_09N203W_7 1 0 1 2675.892578 -1596.527100 \n",
- "P20_008845_1894_XN_09N203W_8 1 0 1 -1664.131104 1875.622437 \n",
- "P20_008845_1894_XN_09N203W_8 1 0 3 -2793.000000 1837.000000 \n",
- "P20_008845_1894_XN_09N203W_8 1 0 1 2953.094727 -1538.956543 \n",
- "P20_008845_1894_XN_09N203W_8 1 0 1 3261.290039 -1439.873169 \n",
- "P20_008845_1894_XN_09N203W_9 1 0 1 332.072113 -2045.152222 \n",
- "P20_008845_1894_XN_09N203W_9 1 0 0 -780.000000 -1953.000000 \n",
- "P20_008845_1894_XN_09N203W_9 1 0 0 -2866.689453 1031.006104 \n",
- "P20_008845_1894_XN_09N203W_9 1 0 0 -2002.366211 824.604126 \n",
- "\n",
- " sig_l sig_s res_l res_s fid_x \\\n",
- "10_8344_8845_4r 0.000000 0.000000 0.059914 0.930311 0.0 \n",
- "10_8344_8845_4r 0.000000 0.000000 0.063678 0.661294 0.0 \n",
- "10_8344_8845_4r 0.000000 0.000000 -0.063695 -1.055619 0.0 \n",
- "10_8344_8845_4r 0.000000 0.000000 0.318779 -0.585138 0.0 \n",
- "11_8344_8845_4r 0.000000 0.000000 -0.239226 -1.113693 0.0 \n",
- "11_8344_8845_4r 0.000000 0.000000 -0.247307 -0.587299 0.0 \n",
- "11_8344_8845_4r 0.000000 0.000000 0.239207 1.080801 0.0 \n",
- "11_8344_8845_4r 0.000000 0.000000 0.672877 0.626316 0.0 \n",
- "12_8344_8845_4r 0.000000 0.000000 0.073683 -0.237114 0.0 \n",
- "12_8344_8845_4r 0.000000 0.000000 -0.251753 0.008170 0.0 \n",
- "12_8344_8845_4r 0.000000 0.000000 0.133406 0.068024 0.0 \n",
- "12_8344_8845_4r 0.000000 0.000000 0.487209 0.036399 0.0 \n",
- "13_8344_8845_4r 0.000000 0.000000 -0.056901 -0.383259 0.0 \n",
- "13_8344_8845_4r 0.000000 0.000000 -0.131265 -0.305102 0.0 \n",
- "13_8344_8845_4r 0.000000 0.000000 0.019201 0.485372 0.0 \n",
- "13_8344_8845_4r 0.000000 0.000000 0.568393 0.146750 0.0 \n",
- "14_8344_8845_4r 0.000000 0.000000 0.268449 1.000455 0.0 \n",
- "14_8344_8845_4r 0.000000 0.000000 0.389532 -0.299258 0.0 \n",
- "14_8344_8845_4r 0.000000 0.000000 -0.469784 0.023018 0.0 \n",
- "14_8344_8845_4r 0.000000 0.000000 0.289877 -0.829150 0.0 \n",
- "15_8344_8845_4r_mt_z 0.000000 0.000000 0.466921 1.168062 0.0 \n",
- "15_8344_8845_4r_mt_z 0.000000 0.000000 -0.170850 0.372485 0.0 \n",
- "15_8344_8845_4r_mt_z 0.000000 0.000000 -0.072035 -0.832436 0.0 \n",
- "15_8344_8845_4r_mt_z 0.000000 0.000000 0.274030 -0.850105 0.0 \n",
- "16_8344_8845_4r 0.000000 0.000000 -0.028473 -0.238015 0.0 \n",
- "16_8344_8845_4r 0.000000 0.000000 0.165338 -0.327408 0.0 \n",
- "16_8344_8845_4r 0.000000 0.000000 -0.007916 0.463232 0.0 \n",
- "16_8344_8845_4r 0.000000 0.000000 0.328896 0.019526 0.0 \n",
- "17_8344_8845_2r_mt_z 0.000000 0.000000 0.010045 0.244017 0.0 \n",
- "17_8344_8845_2r_mt_z 0.000000 0.000000 -0.023370 -0.248643 0.0 \n",
- "... ... ... ... ... ... \n",
- "P20_008845_1894_XN_09N203W_18 0.022017 0.022017 0.734173 -0.074947 0.0 \n",
- "P20_008845_1894_XN_09N203W_2 0.144273 0.144273 -0.061422 -0.263554 0.0 \n",
- "P20_008845_1894_XN_09N203W_2 0.000000 0.000000 -0.073150 -0.271173 0.0 \n",
- "P20_008845_1894_XN_09N203W_2 0.275627 0.275627 0.164525 0.349547 0.0 \n",
- "P20_008845_1894_XN_09N203W_2 0.091086 0.091086 0.132736 0.239899 0.0 \n",
- "P20_008845_1894_XN_09N203W_3 0.062058 0.062058 -0.198696 -0.105860 0.0 \n",
- "P20_008845_1894_XN_09N203W_3 0.000000 0.000000 -0.088180 -0.049593 0.0 \n",
- "P20_008845_1894_XN_09N203W_3 0.132941 0.132941 0.257260 0.117777 0.0 \n",
- "P20_008845_1894_XN_09N203W_3 0.185544 0.185544 0.199301 0.065777 0.0 \n",
- "P20_008845_1894_XN_09N203W_4 0.146920 0.146920 0.182557 -0.000683 0.0 \n",
- "P20_008845_1894_XN_09N203W_4 0.000000 0.000000 -0.195774 -0.000066 0.0 \n",
- "P20_008845_1894_XN_09N203W_5 0.019047 0.019047 -0.235171 -0.174079 0.0 \n",
- "P20_008845_1894_XN_09N203W_5 0.000000 0.000000 -0.049005 0.437424 0.0 \n",
- "P20_008845_1894_XN_09N203W_5 0.000000 0.000000 0.447100 -0.219764 0.0 \n",
- "P20_008845_1894_XN_09N203W_6 0.025015 0.025015 -0.146990 0.192274 0.0 \n",
- "P20_008845_1894_XN_09N203W_6 0.000000 0.000000 0.026541 0.063346 0.0 \n",
- "P20_008845_1894_XN_09N203W_6 0.025110 0.025110 -0.040890 -0.136247 0.0 \n",
- "P20_008845_1894_XN_09N203W_6 0.064276 0.064276 0.546035 -0.185103 0.0 \n",
- "P20_008845_1894_XN_09N203W_7 0.010596 0.010596 -0.102909 0.079389 0.0 \n",
- "P20_008845_1894_XN_09N203W_7 0.000000 0.000000 0.055623 0.013456 0.0 \n",
- "P20_008845_1894_XN_09N203W_7 0.047435 0.047435 -0.157931 -0.042074 0.0 \n",
- "P20_008845_1894_XN_09N203W_7 0.058218 0.058218 0.589561 -0.111421 0.0 \n",
- "P20_008845_1894_XN_09N203W_8 0.017266 0.017266 -0.239689 -0.402891 0.0 \n",
- "P20_008845_1894_XN_09N203W_8 0.000000 0.000000 -0.117483 -0.229337 0.0 \n",
- "P20_008845_1894_XN_09N203W_8 0.023364 0.023364 0.177406 0.403161 0.0 \n",
- "P20_008845_1894_XN_09N203W_8 0.023538 0.023538 0.575510 0.180705 0.0 \n",
- "P20_008845_1894_XN_09N203W_9 0.232865 0.232865 0.095817 -0.483899 0.0 \n",
- "P20_008845_1894_XN_09N203W_9 0.000000 0.000000 0.298743 -0.045963 0.0 \n",
- "P20_008845_1894_XN_09N203W_9 0.000000 0.000000 -0.038437 0.471309 0.0 \n",
- "P20_008845_1894_XN_09N203W_9 0.397616 0.397616 -0.141172 0.105223 0.0 \n",
- "\n",
- " ... known lat_Y_North long_X_East \\\n",
- "10_8344_8845_4r ... 0 0.159378 2.724649 \n",
- "10_8344_8845_4r ... 0 0.159378 2.724649 \n",
- "10_8344_8845_4r ... 0 0.159378 2.724649 \n",
- "10_8344_8845_4r ... 0 0.159378 2.724649 \n",
- "11_8344_8845_4r ... 0 0.164905 2.721815 \n",
- "11_8344_8845_4r ... 0 0.164905 2.721815 \n",
- "11_8344_8845_4r ... 0 0.164905 2.721815 \n",
- "11_8344_8845_4r ... 0 0.164905 2.721815 \n",
- "12_8344_8845_4r ... 0 0.164949 2.724076 \n",
- "12_8344_8845_4r ... 0 0.164949 2.724076 \n",
- "12_8344_8845_4r ... 0 0.164949 2.724076 \n",
- "12_8344_8845_4r ... 0 0.164949 2.724076 \n",
- "13_8344_8845_4r ... 0 0.161840 2.723059 \n",
- "13_8344_8845_4r ... 0 0.161840 2.723059 \n",
- "13_8344_8845_4r ... 0 0.161840 2.723059 \n",
- "13_8344_8845_4r ... 0 0.161840 2.723059 \n",
- "14_8344_8845_4r ... 0 0.170415 2.720880 \n",
- "14_8344_8845_4r ... 0 0.170415 2.720880 \n",
- "14_8344_8845_4r ... 0 0.170415 2.720880 \n",
- "14_8344_8845_4r ... 0 0.170415 2.720880 \n",
- "15_8344_8845_4r_mt_z ... 1 0.170723 2.723266 \n",
- "15_8344_8845_4r_mt_z ... 1 0.170723 2.723266 \n",
- "15_8344_8845_4r_mt_z ... 1 0.170723 2.723266 \n",
- "15_8344_8845_4r_mt_z ... 1 0.170723 2.723266 \n",
- "16_8344_8845_4r ... 0 0.167682 2.722359 \n",
- "16_8344_8845_4r ... 0 0.167682 2.722359 \n",
- "16_8344_8845_4r ... 0 0.167682 2.722359 \n",
- "16_8344_8845_4r ... 0 0.167682 2.722359 \n",
- "17_8344_8845_2r_mt_z ... 1 0.161092 2.725426 \n",
- "17_8344_8845_2r_mt_z ... 1 0.161092 2.725426 \n",
- "... ... ... ... ... \n",
- "P20_008845_1894_XN_09N203W_18 ... 0 0.171455 2.722281 \n",
- "P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925 \n",
- "P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925 \n",
- "P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925 \n",
- "P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925 \n",
- "P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563 \n",
- "P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563 \n",
- "P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563 \n",
- "P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563 \n",
- "P20_008845_1894_XN_09N203W_4 ... 0 0.160994 2.725912 \n",
- "P20_008845_1894_XN_09N203W_4 ... 0 0.160994 2.725912 \n",
- "P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149 \n",
- "P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149 \n",
- "P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149 \n",
- "P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639 \n",
- "P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639 \n",
- "P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639 \n",
- "P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639 \n",
- "P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407 \n",
- "P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407 \n",
- "P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407 \n",
- "P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407 \n",
- "P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012 \n",
- "P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012 \n",
- "P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012 \n",
- "P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012 \n",
- "P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053 \n",
- "P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053 \n",
- "P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053 \n",
- "P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053 \n",
- "\n",
- " ht sig0 sig1 sig2 res0 \\\n",
- "10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328 \n",
- "10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328 \n",
- "10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328 \n",
- "10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328 \n",
- "11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575 \n",
- "11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575 \n",
- "11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575 \n",
- "11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575 \n",
- "12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561 \n",
- "12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561 \n",
- "12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561 \n",
- "12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561 \n",
- "13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694 \n",
- "13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694 \n",
- "13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694 \n",
- "13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694 \n",
- "14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808 \n",
- "14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808 \n",
- "14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808 \n",
- "14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808 \n",
- "15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656 \n",
- "15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656 \n",
- "15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656 \n",
- "15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656 \n",
- "16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246 \n",
- "16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246 \n",
- "16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246 \n",
- "16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246 \n",
- "17_8344_8845_2r_mt_z -2590.130000 0.0 0.0 2.000000 -10.779830 \n",
- "17_8344_8845_2r_mt_z -2590.130000 0.0 0.0 2.000000 -10.779830 \n",
- "... ... ... ... ... ... \n",
- "P20_008845_1894_XN_09N203W_18 -2514.431453 0.0 0.0 0.000000 -38.388316 \n",
- "P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289 \n",
- "P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289 \n",
- "P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289 \n",
- "P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289 \n",
- "P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823 \n",
- "P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823 \n",
- "P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823 \n",
- "P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823 \n",
- "P20_008845_1894_XN_09N203W_4 -2562.446851 0.0 0.0 0.000000 -7.233876 \n",
- "P20_008845_1894_XN_09N203W_4 -2562.446851 0.0 0.0 0.000000 -7.233876 \n",
- "P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790 \n",
- "P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790 \n",
- "P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790 \n",
- "P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475 \n",
- "P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475 \n",
- "P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475 \n",
- "P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475 \n",
- "P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447 \n",
- "P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447 \n",
- "P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447 \n",
- "P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447 \n",
- "P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662 \n",
- "P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662 \n",
- "P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662 \n",
- "P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662 \n",
- "P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825 \n",
- "P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825 \n",
- "P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825 \n",
- "P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825 \n",
- "\n",
- " res1 res2 \n",
- "10_8344_8845_4r 44.206259 416.201741 \n",
- "10_8344_8845_4r 44.206259 416.201741 \n",
- "10_8344_8845_4r 44.206259 416.201741 \n",
- "10_8344_8845_4r 44.206259 416.201741 \n",
- "11_8344_8845_4r 103.403228 173.210013 \n",
- "11_8344_8845_4r 103.403228 173.210013 \n",
- "11_8344_8845_4r 103.403228 173.210013 \n",
- "11_8344_8845_4r 103.403228 173.210013 \n",
- "12_8344_8845_4r 93.170584 180.058858 \n",
- "12_8344_8845_4r 93.170584 180.058858 \n",
- "12_8344_8845_4r 93.170584 180.058858 \n",
- "12_8344_8845_4r 93.170584 180.058858 \n",
- "13_8344_8845_4r 74.244153 319.554535 \n",
- "13_8344_8845_4r 74.244153 319.554535 \n",
- "13_8344_8845_4r 74.244153 319.554535 \n",
- "13_8344_8845_4r 74.244153 319.554535 \n",
- "14_8344_8845_4r 144.316524 -164.540707 \n",
- "14_8344_8845_4r 144.316524 -164.540707 \n",
- "14_8344_8845_4r 144.316524 -164.540707 \n",
- "14_8344_8845_4r 144.316524 -164.540707 \n",
- "15_8344_8845_4r_mt_z 145.864550 0.214023 \n",
- "15_8344_8845_4r_mt_z 145.864550 0.214023 \n",
- "15_8344_8845_4r_mt_z 145.864550 0.214023 \n",
- "15_8344_8845_4r_mt_z 145.864550 0.214023 \n",
- "16_8344_8845_4r 121.908506 19.874949 \n",
- "16_8344_8845_4r 121.908506 19.874949 \n",
- "16_8344_8845_4r 121.908506 19.874949 \n",
- "16_8344_8845_4r 121.908506 19.874949 \n",
- "17_8344_8845_2r_mt_z 38.761214 0.236077 \n",
- "17_8344_8845_2r_mt_z 38.761214 0.236077 \n",
- "... ... ... \n",
- "P20_008845_1894_XN_09N203W_18 195.050373 -391.289238 \n",
- "P20_008845_1894_XN_09N203W_2 -12.658160 627.742625 \n",
- "P20_008845_1894_XN_09N203W_2 -12.658160 627.742625 \n",
- "P20_008845_1894_XN_09N203W_2 -12.658160 627.742625 \n",
- "P20_008845_1894_XN_09N203W_2 -12.658160 627.742625 \n",
- "P20_008845_1894_XN_09N203W_3 -4.170818 616.480181 \n",
- "P20_008845_1894_XN_09N203W_3 -4.170818 616.480181 \n",
- "P20_008845_1894_XN_09N203W_3 -4.170818 616.480181 \n",
- "P20_008845_1894_XN_09N203W_3 -4.170818 616.480181 \n",
- "P20_008845_1894_XN_09N203W_4 33.324946 574.887719 \n",
- "P20_008845_1894_XN_09N203W_4 33.324946 574.887719 \n",
- "P20_008845_1894_XN_09N203W_5 33.109007 581.149470 \n",
- "P20_008845_1894_XN_09N203W_5 33.109007 581.149470 \n",
- "P20_008845_1894_XN_09N203W_5 33.109007 581.149470 \n",
- "P20_008845_1894_XN_09N203W_6 59.859663 375.680663 \n",
- "P20_008845_1894_XN_09N203W_6 59.859663 375.680663 \n",
- "P20_008845_1894_XN_09N203W_6 59.859663 375.680663 \n",
- "P20_008845_1894_XN_09N203W_6 59.859663 375.680663 \n",
- "P20_008845_1894_XN_09N203W_7 61.278242 375.840988 \n",
- "P20_008845_1894_XN_09N203W_7 61.278242 375.840988 \n",
- "P20_008845_1894_XN_09N203W_7 61.278242 375.840988 \n",
- "P20_008845_1894_XN_09N203W_7 61.278242 375.840988 \n",
- "P20_008845_1894_XN_09N203W_8 71.414267 336.409684 \n",
- "P20_008845_1894_XN_09N203W_8 71.414267 336.409684 \n",
- "P20_008845_1894_XN_09N203W_8 71.414267 336.409684 \n",
- "P20_008845_1894_XN_09N203W_8 71.414267 336.409684 \n",
- "P20_008845_1894_XN_09N203W_9 22.094037 544.874936 \n",
- "P20_008845_1894_XN_09N203W_9 22.094037 544.874936 \n",
- "P20_008845_1894_XN_09N203W_9 22.094037 544.874936 \n",
- "P20_008845_1894_XN_09N203W_9 22.094037 544.874936 \n",
- "\n",
- "[919 rows x 23 columns]"
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "execution_count": null,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [],
"source": [
"atf_dict = read_atf(get_path('CTX_Athabasca_Middle_step0.atf'))\n",
"\n",
@@ -1942,19 +96,135 @@
" warnings.warn(\"The following points found in ipf files missing from gpf file: \\n\\n{}. \\\n",
" \\n\\nContinuing, but these points will be missing from the control network\".format(list(point_diff)))\n",
"\n",
- "new_df = ipf_df.merge(gpf_df, left_index=True, right_index=True)\n",
+ "new_df = ipf_df.merge(gpf_df, left_index=True, right_index=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import math\n",
+ "import pyproj\n",
+ "\n",
+ "# converts columns l. and s. to isis\n",
+ "def line_sample_size(record):\n",
+ " with open(atf_dict['PATH'] + '/' + record['ipf_file'] + '.sup') as f:\n",
+ " for i, line in enumerate(f):\n",
+ " if i == 3:\n",
+ " line_size = line.split(' ')\n",
+ " line_size = line_size[-1].strip()\n",
+ " assert int(line_size) > 0, \"Line number {} from {} is a negative number: Invalid Data\".format(line_size, record['ipf_file'])\n",
+ " \n",
+ " if i == 4:\n",
+ " sample_size = line.split(' ')\n",
+ " sample_size = sample_size[-1].strip()\n",
+ " assert int(sample_size) > 0, \"Sample number {} from {} is a negative number: Invalid Data\".format(sample_size, record['ipf_file'])\n",
+ " break\n",
+ " \n",
+ " \n",
+ " line_size = int(line_size)/2.0 + record['l.'] + 1\n",
+ " sample_size = int(sample_size)/2.0 + record['s.'] + 1\n",
+ " return sample_size, line_size\n",
+ " \n",
+ "# converts known to ISIS keywords\n",
+ "def known(record):\n",
+ " if record['known'] == 0:\n",
+ " return 'Free'\n",
+ " \n",
+ " elif record['known'] == 1 or record['known'] == 2 or record['known'] == 3:\n",
+ " return 'Constrained'\n",
+ " \n",
+ "# converts +/- 180 system to 0 - 360 system\n",
+ "def to_360(num):\n",
+ " return num % 360\n",
+ "\n",
+ "# ocentric to ographic latitudes\n",
+ "def oc2og(dlat, dMajorRadius, dMinorRadius):\n",
+ " try: \n",
+ " dlat = math.radians(dlat)\n",
+ " dlat = math.atan(((dMajorRadius / dMinorRadius)**2) * (math.tan(dlat)))\n",
+ " dlat = math.degrees(dlat)\n",
+ " except:\n",
+ " print (\"Error in oc2og conversion\")\n",
+ " return dlat\n",
+ "\n",
+ "# ographic to ocentric latitudes\n",
+ "def og2oc(dlat, dMajorRadius, dMinorRadius):\n",
+ " try:\n",
+ " dlat = math.radians(dlat)\n",
+ " dlat = math.atan((math.tan(dlat) / ((dMajorRadius / dMinorRadius)**2)))\n",
+ " dlat = math.degrees(dlat)\n",
+ " except:\n",
+ " print (\"Error in og2oc conversion\")\n",
+ " return dlat\n",
+ "\n",
+ "# gets eRadius and pRadius from a .prj file\n",
+ "def get_axis(file):\n",
+ " with open(atf_dict['PATH'] + '/' + file) as f:\n",
+ " from collections import defaultdict\n",
+ "\n",
+ " files = defaultdict(list)\n",
+ " \n",
+ " for line in f:\n",
+ " \n",
+ " ext = line.strip().split(' ')\n",
+ " files[ext[0]].append(ext[-1])\n",
+ " \n",
+ " eRadius = float(files['A_EARTH'][0])\n",
+ " pRadius = eRadius * (1 - float(files['E_EARTH'][0]))\n",
+ " \n",
+ " return eRadius, pRadius\n",
+ " \n",
+ "# function to convert lat_Y_North to ISIS_lat\n",
+ "def lat_ISIS_coord(record, semi_major, semi_minor):\n",
+ " ocentric_coord = og2oc(record['lat_Y_North'], semi_major, semi_minor)\n",
+ " coord_360 = to_360(ocentric_coord)\n",
+ " return coord_360\n",
+ "\n",
+ "# function to convert long_X_East to ISIS_lon\n",
+ "def lon_ISIS_coord(record, semi_major, semi_minor):\n",
+ " ocentric_coord = og2oc(record['long_X_East'], semi_major, semi_minor)\n",
+ " coord_360 = to_360(ocentric_coord)\n",
+ " return coord_360\n",
+ "\n",
+ "def body_fix(record, semi_major, semi_minor):\n",
+ " ecef = pyproj.Proj(proj='geocent', a=semi_major, b=semi_minor)\n",
+ " lla = pyproj.Proj(proj='latlon', a=semi_major, b=semi_minor)\n",
+ " lon, lat, height = pyproj.transform(lla, ecef, record['long_X_East'], record['lat_Y_North'], record['ht'])\n",
+ " return lon, lat, height\n",
+ "\n",
+ "def socet2isis(prj_file):\n",
+ " eRadius, pRadius = get_axis(prj_file)\n",
+ " new_df['s.'], new_df['l.'] = (zip(*new_df.apply(sample_size, axis=1)))\n",
+ " new_df['known'] = new_df.apply(known, axis=1)\n",
+ " new_df['lat_Y_North'] = new_df.apply(lat_ISIS_coord, semi_major = eRadius, semi_minor = pRadius, axis=1)\n",
+ " new_df['long_X_East'] = new_df.apply(lon_ISIS_coord, semi_major = eRadius, semi_minor = pRadius, axis=1)\n",
+ " new_df['long_X_East'], new_df['lat_Y_North'], new_df['ht'] = zip(*new_df.apply(body_fix, semi_major = eRadius, semi_minor = pRadius, axis = 1))\n",
+ "\n",
+ "socet2isis('CTX_Athabasca_Middle.prj')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
"new_df"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"@singledispatch\n",
"def read_ipf(arg):\n",
" return str(arg)\n",
+ "# new_df['known'] = new_df.apply(known, axis=1)\n",
"\n",
"@read_ipf.register(str)\n",
"def read_ipf_str(input_data):\n",
@@ -2025,33 +295,6 @@
"\n",
" return df"
]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "True\n"
- ]
- }
- ],
- "source": [
- "x = np.array(['1', '2', '3'])\n",
- "y = np.array(['1', '2', '3'])\n",
- "\n",
- "print((x == y).all())"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
@@ -2070,7 +313,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.3"
+ "version": "3.6.4"
}
},
"nbformat": 4,