{ "cells": [ { "cell_type": "markdown", "id": "2e400e44-9f8f-4a2a-99d0-28a8faa0bc9d", "metadata": {}, "source": [ "# Table S4: Metrics for the ITS_LIVE velocity maps\n", "\n", "The machine-readable CSV file is available at `notebooks/results_ITSLIVE.csv`." ] }, { "cell_type": "code", "execution_count": 1, "id": "1e2d536a-59d1-45bf-a5c5-573fbcd3ca66", "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "
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LabelAssigned-x-errorAssigned-y-errorSAV-uncertainty-xSAV-uncertainty-ySAV-peak-xSAV-peak-ySAV-outlier-percentLSR-uncertainty-nmLSR-uncertainty-sh
0LS8-20180304-2018040547.732.651.148844.5490-10.750212.650025.50991.07530.8147
1LS8-20180405-20180421119.671.7124.2358108.706332.1766-3.588230.46572.06221.4141
2LS8-20180421-2018052392.548.2147.274381.38845.1295-6.875615.35702.51381.7745
3LS8-20180523-2018060875.564.087.403276.125412.4584-7.819524.22392.60422.1307
4LS8-20180412-20180428132.268.8113.656998.991543.3318-31.333625.05833.36152.4011
5LS8-20180428-2018080232.018.535.074835.0748-30.04740.371624.17311.00580.9084
6LS8-20180802-2018081848.344.932.091232.0912-20.0697-1.069731.80741.79561.4147
7LS8-20180818-2018090349.947.645.612542.6698-2.1278-5.414126.39461.69791.3892
8LS8-20180903-2018100538.730.834.592229.1871-18.40504.919030.10541.40171.0619
9Sen2-20180306-20180316102.362.4111.248997.342844.38261.523521.81801.22180.8727
10Sen2-20180316-2018051543.018.571.800340.75152.22710.059519.03791.33501.1264
11Sen2-20180329-2018050852.125.285.598950.896715.4483-7.313515.40721.79811.3221
12Sen2-20180508-20180518175.7106.0111.981790.985223.4994-2.499429.59783.65873.0870
13Sen2-20180508-2018062737.121.571.068752.25648.09030.909715.23721.51571.3690
14Sen2-20180515-2018061945.330.480.184463.175621.5702-0.429815.58891.21311.0236
15Sen2-20180518-20180523133.3110.6143.2905117.237718.026418.342128.03305.20904.4198
16Sen2-20180627-2018072239.029.131.694426.74226.0286-0.009539.47030.91041.0046
17Sen2-20180704-2018072436.728.222.668424.2317-4.9083-6.091735.21960.84990.8792
18Sen2-20180724-2018072970.366.592.5666118.485224.892022.486728.04063.22602.3721
19Sen2-20180727-2018080167.160.156.414358.35961.9453-1.945315.97441.98641.6761
20Sen2-20180304-20180314121.473.1100.888877.150333.9020-1.032726.71121.18580.9068
21Sen2-20180314-2018032972.345.579.285266.8969-10.56705.477723.01051.12670.9155
22Sen2-20180523-2018061250.439.771.816456.58264.82374.176325.01301.71651.5504
23Sen2-20180612-2018062780.561.2141.1083103.7561-0.7512-11.450722.50631.43921.4392
24Sen2-20180619-2018070461.652.593.442378.8419-0.60040.920130.96681.18081.1414
25Sen2-20180722-2018072776.071.558.959663.0258-1.9669-0.033122.25472.34831.9814
26Sen2-20180729-2018081824.820.025.687928.4402-4.58713.752332.32151.26331.1411
27Sen2-20180801-2018081139.133.841.704123.04701.0975-0.902525.72021.55431.3036
28Sen2-20180811-2018083133.429.637.848636.5870-11.7849-2.261630.64160.88490.9481
29Sen2-20180818-2018091732.922.840.711732.0759-13.63589.701123.38860.69390.7178
30Sen2-20180831-2018091065.752.082.036487.6941-2.82880.171225.84971.72621.5104
31Sen2-20180910-2018092073.971.495.278895.2788-18.52793.176025.05931.87091.3757
32Sen2-20180917-2018100254.445.073.469483.9651-32.1195-18.871720.53611.34471.2579
33Sen2-20180920-2018093078.263.789.863283.8723-3.98639.995426.11952.06111.6863
34Sen2-20180930-20181005103.593.575.887975.8879-22.76641.470431.54862.19471.9823
\n", "
" ], "text/plain": [ " Label Assigned-x-error Assigned-y-error \\\n", "0 LS8-20180304-20180405 47.7 32.6 \n", "1 LS8-20180405-20180421 119.6 71.7 \n", "2 LS8-20180421-20180523 92.5 48.2 \n", "3 LS8-20180523-20180608 75.5 64.0 \n", "4 LS8-20180412-20180428 132.2 68.8 \n", "5 LS8-20180428-20180802 32.0 18.5 \n", "6 LS8-20180802-20180818 48.3 44.9 \n", "7 LS8-20180818-20180903 49.9 47.6 \n", "8 LS8-20180903-20181005 38.7 30.8 \n", "9 Sen2-20180306-20180316 102.3 62.4 \n", "10 Sen2-20180316-20180515 43.0 18.5 \n", "11 Sen2-20180329-20180508 52.1 25.2 \n", "12 Sen2-20180508-20180518 175.7 106.0 \n", "13 Sen2-20180508-20180627 37.1 21.5 \n", "14 Sen2-20180515-20180619 45.3 30.4 \n", "15 Sen2-20180518-20180523 133.3 110.6 \n", "16 Sen2-20180627-20180722 39.0 29.1 \n", "17 Sen2-20180704-20180724 36.7 28.2 \n", "18 Sen2-20180724-20180729 70.3 66.5 \n", "19 Sen2-20180727-20180801 67.1 60.1 \n", "20 Sen2-20180304-20180314 121.4 73.1 \n", "21 Sen2-20180314-20180329 72.3 45.5 \n", "22 Sen2-20180523-20180612 50.4 39.7 \n", "23 Sen2-20180612-20180627 80.5 61.2 \n", "24 Sen2-20180619-20180704 61.6 52.5 \n", "25 Sen2-20180722-20180727 76.0 71.5 \n", "26 Sen2-20180729-20180818 24.8 20.0 \n", "27 Sen2-20180801-20180811 39.1 33.8 \n", "28 Sen2-20180811-20180831 33.4 29.6 \n", "29 Sen2-20180818-20180917 32.9 22.8 \n", "30 Sen2-20180831-20180910 65.7 52.0 \n", "31 Sen2-20180910-20180920 73.9 71.4 \n", "32 Sen2-20180917-20181002 54.4 45.0 \n", "33 Sen2-20180920-20180930 78.2 63.7 \n", "34 Sen2-20180930-20181005 103.5 93.5 \n", "\n", " SAV-uncertainty-x SAV-uncertainty-y SAV-peak-x SAV-peak-y \\\n", "0 51.1488 44.5490 -10.7502 12.6500 \n", "1 124.2358 108.7063 32.1766 -3.5882 \n", "2 147.2743 81.3884 5.1295 -6.8756 \n", "3 87.4032 76.1254 12.4584 -7.8195 \n", "4 113.6569 98.9915 43.3318 -31.3336 \n", "5 35.0748 35.0748 -30.0474 0.3716 \n", "6 32.0912 32.0912 -20.0697 -1.0697 \n", "7 45.6125 42.6698 -2.1278 -5.4141 \n", "8 34.5922 29.1871 -18.4050 4.9190 \n", "9 111.2489 97.3428 44.3826 1.5235 \n", "10 71.8003 40.7515 2.2271 0.0595 \n", "11 85.5989 50.8967 15.4483 -7.3135 \n", "12 111.9817 90.9852 23.4994 -2.4994 \n", "13 71.0687 52.2564 8.0903 0.9097 \n", "14 80.1844 63.1756 21.5702 -0.4298 \n", "15 143.2905 117.2377 18.0264 18.3421 \n", "16 31.6944 26.7422 6.0286 -0.0095 \n", "17 22.6684 24.2317 -4.9083 -6.0917 \n", "18 92.5666 118.4852 24.8920 22.4867 \n", "19 56.4143 58.3596 1.9453 -1.9453 \n", "20 100.8888 77.1503 33.9020 -1.0327 \n", "21 79.2852 66.8969 -10.5670 5.4777 \n", "22 71.8164 56.5826 4.8237 4.1763 \n", "23 141.1083 103.7561 -0.7512 -11.4507 \n", "24 93.4423 78.8419 -0.6004 0.9201 \n", "25 58.9596 63.0258 -1.9669 -0.0331 \n", "26 25.6879 28.4402 -4.5871 3.7523 \n", "27 41.7041 23.0470 1.0975 -0.9025 \n", "28 37.8486 36.5870 -11.7849 -2.2616 \n", "29 40.7117 32.0759 -13.6358 9.7011 \n", "30 82.0364 87.6941 -2.8288 0.1712 \n", "31 95.2788 95.2788 -18.5279 3.1760 \n", "32 73.4694 83.9651 -32.1195 -18.8717 \n", "33 89.8632 83.8723 -3.9863 9.9954 \n", "34 75.8879 75.8879 -22.7664 1.4704 \n", "\n", " SAV-outlier-percent LSR-uncertainty-nm LSR-uncertainty-sh \n", "0 25.5099 1.0753 0.8147 \n", "1 30.4657 2.0622 1.4141 \n", "2 15.3570 2.5138 1.7745 \n", "3 24.2239 2.6042 2.1307 \n", "4 25.0583 3.3615 2.4011 \n", "5 24.1731 1.0058 0.9084 \n", "6 31.8074 1.7956 1.4147 \n", "7 26.3946 1.6979 1.3892 \n", "8 30.1054 1.4017 1.0619 \n", "9 21.8180 1.2218 0.8727 \n", "10 19.0379 1.3350 1.1264 \n", "11 15.4072 1.7981 1.3221 \n", "12 29.5978 3.6587 3.0870 \n", "13 15.2372 1.5157 1.3690 \n", "14 15.5889 1.2131 1.0236 \n", "15 28.0330 5.2090 4.4198 \n", "16 39.4703 0.9104 1.0046 \n", "17 35.2196 0.8499 0.8792 \n", "18 28.0406 3.2260 2.3721 \n", "19 15.9744 1.9864 1.6761 \n", "20 26.7112 1.1858 0.9068 \n", "21 23.0105 1.1267 0.9155 \n", "22 25.0130 1.7165 1.5504 \n", "23 22.5063 1.4392 1.4392 \n", "24 30.9668 1.1808 1.1414 \n", "25 22.2547 2.3483 1.9814 \n", "26 32.3215 1.2633 1.1411 \n", "27 25.7202 1.5543 1.3036 \n", "28 30.6416 0.8849 0.9481 \n", "29 23.3886 0.6939 0.7178 \n", "30 25.8497 1.7262 1.5104 \n", "31 25.0593 1.8709 1.3757 \n", "32 20.5361 1.3447 1.2579 \n", "33 26.1195 2.0611 1.6863 \n", "34 31.5486 2.1947 1.9823 " ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "pd.set_option('display.max_rows', None)\n", "pd.set_option('display.max_columns', None)\n", "pd.set_option('display.precision', 4)\n", "df = pd.read_csv('../results_ITSLIVE.csv', dtype=str)\n", "df_sel = df.iloc[:, [13, 14, 15, 16, 17, 18, 19, 56, 57]]\n", "df_sel = df_sel.astype(float)\n", "df_sel.insert(0, 'Label', df.iloc[:, 0])\n", "df_sel" ] }, { "cell_type": "markdown", "id": "1d1ff572-0688-47cf-ba18-2b4b227a4e87", "metadata": {}, "source": [ "## Abbreviations in Table S4\n", "\n", "- LS8: Landsat 8\n", "- Sen2: Sentinel-2\n", "- Assigned-x-error: the value of the `Vx_err` flag that comes with each velocity map (m/yr)\n", "- Assigned-y-error: the value of the `Vy_err` flag that comes with each velocity map (m/yr)\n", "- SAV-uncertainty-x: correct-match uncertainty of the static terrain velocity (Metric 1; x component, m/yr)\n", "- SAV-uncertainty-y: correct-match uncertainty of the static terrain velocity (Metric 1; y component, m/yr)\n", "- SAV-peak-x: correct-match peak location (x component, m/yr)\n", "- SAV-peak-y: correct-match peak location (y component, m/yr)\n", "- SAV-outlier-percent: amount of incorrect matches (in percent of all the static terrain pixels)\n", "- LSR-uncertainty-nm: variability of longitudinal normal strain rate (1/yr) \n", "- LSR-uncertainty-sh: variability of longitudinal shear strain rate (Metric 2; 1/yr) " ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:.conda-eztrack]", "language": "python", "name": "conda-env-.conda-eztrack-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 5 }