M8 EEW Analysis

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Estimating CISN EEW Performance for M8 Event

For our M8 work, we want to estimate the EEW performance for various sites of interest. Required work includes:

  1. Calculate the P and S wave travel times to CISN stations for M8 event
    1. Pick the P arrival and calculate the time of peak amplitude for each site using M8 seismograms
    2. Create a table comparing calculated P and S and picked P and calculated time of peak
  2. Create table of all Virtual Seismologist (VS), OnSite, and Elarms reporting stations from 1/2009 until present using CISN contributed data
  3. Create table of all VS, OnSite, and Elarms forecast stations for same time period
  4. Create mapping from reported station IDS to station locations (lat/lon)

Warning Time Calculation

For calculation of the warning time you could use:


  • t_warn = S-wave@user - P-wave@sensor - delays (where)
  • S-wave@user = 1/vs * sqrt(epidist_user2 + depth2)
  • P-wave@sensor = 1/vp * sqrt(epidist_sensor2 + depth2)
  • delays = 3 seconds + 2 seconds [=algorithm time of on-site alg. + typical telemetry/processing delays at up-graded CISN stations]

You can use the simulated P- and S- wave arrivals rather than constant vp (~6.1 km/s) and vs (~3.55 km/s) values.

We believe that one sensor is sufficient to have an uncertainty of +-0.6 (standard deviation) for small to moderate earthquakes. However, I am quite skeptical that we will have a similar performance for large earthquakes (I am currently working on a magnitude-dependent error assessment) due to the saturation effects resulting from using a limited time window of 3 seconds and the point-source approximation (true for all 3 algorithms). The CISN EEW group has started to do some research on finite faults for consideration of large earthquakes, but this work is far from being ready to be included into the CISN ShakeAlert system.

For the movies, we will try to display a countdown of remaining time until S-wave (or peak shaking) arrival -similar to what Brad did for ShakeOut.


Format of EEW Information

  • Station Name
  • Station Network
  • Station Location
  • Calculated P-time
  • Observed P-time
  • Calculated S-time
  • Observed Peak Velocity Time
  • Observed Peak Velocity Value
  • Estimated EEW Warning Time


CISN EEW Station Lists

CISN provided the following list of stations used in current CISN EEW processing

Fig 1: California Station List with M8 Epicenter.

M8 Earthquake Travel Times To CISN EEW Stations

(Note: This is preliminary computed data. This section will be updated shortly)

Station Network Lat Lon Distance P Arrival S Arrival Twarn
KNW AZ 33.7141 -116.7119 411.619 67.53 116.037 0.0
LVA2 AZ 33.3516 -116.5615 447.356 73.384 126.096 0.0
PFO AZ 33.6117 -116.4594 437.22 71.723 123.243 0.0
RDM AZ 33.63 -116.8478 407.263 66.816 114.811 0.0
SOL AZ 32.841 -117.248 441.83 72.479 124.541 0.0
BDM BK 37.95397 -121.86554 268.247 44.053 75.697 0.0
BKS BK 37.87622 -122.23558 278.719 45.767 78.642 0.0
BRIB BK 37.91881 -122.15176 278.298 45.698 78.523 0.0
BRK BK 37.87352 -122.26099 279.811 45.946 78.949 0.0
CMB BK 38.03455 -120.38651 243.261 39.965 68.672 0.0
CVS BK 38.34526 -122.4584 332.578 54.584 93.792 0.0
FARB BK 37.69782 -123.0011 310.11 50.905 87.471 0.0
GASB BK 39.65471 -122.71595 469.918 77.08 132.448 0.0
HAST BK 36.3887 -121.5514 119.971 19.842 34.094 0.0
HATC BK 40.8161 -121.46117 560.29 91.888 157.893 0.0
HELL BK 36.68011 -119.02282 154.109 25.4 43.644 0.0
HOPS BK 38.99349 -123.07234 422.166 69.257 119.005 0.0
HUMO BK 42.6071 -122.95669 783.276 128.433 220.687 0.0
JCC BK 40.81745 -124.02955 636.956 104.452 179.481 0.0
JRSC BK 37.40373 -122.23868 238.731 39.224 67.399 0.0
KCC BK 37.32363 -119.3187 190.321 31.31 53.801 0.0
MCCM BK 38.14478 -122.88018 337.527 55.395 95.185 0.0
MHC BK 37.34164 -121.64257 200.003 32.892 56.519 0.0
MNRC BK 38.87874 -122.44277 382.547 62.767 107.854 0.0
MOD BK 41.90246 -120.30295 673.4 110.425 189.744 0.0
ORV BK 39.55451 -121.50036 423.546 69.483 119.394 0.0
PACP BK 37.008 -121.287 151.718 25.01 42.974 0.0
PKD BK 35.94517 -120.5416 17.046 3.833 6.585 0.0
RAMR BK 35.63597 -120.86984 48.742 8.41 14.451 0.0
RFSB BK 37.91608 -122.33607 287.563 47.214 81.129 0.0
SAO BK 36.76403 -121.44722 138.805 22.906 39.359 0.0
SCCB BK 37.28744 -121.86422 206.979 34.032 58.478 0.0
SUTB BK 39.2291 -121.7861 395.529 64.894 111.508 0.0
WDC BK 40.57988 -122.54113 558.597 91.611 157.416 0.0
WENL BK 37.62211 -121.75697 231.653 38.066 65.41 0.0
YBH BK 41.73204 -122.71039 684.367 112.222 192.832 0.0
ARV CI 35.1269 -118.83009 162.847 26.825 46.093 0.0
BAR CI 32.68005 -116.67215 490.968 80.529 138.374 0.0
BBR CI 34.2623 -116.92075 362.09 59.417 102.097 0.0
BEL CI 34.0006 -115.9982 450.417 73.885 126.958 0.0
DPP CI 32.99862 -116.94153 447.959 73.483 126.266 0.0
FMP CI 33.71264 -118.29381 305.257 50.111 86.106 0.0
GSC CI 35.30177 -116.80574 330.332 54.216 93.16 0.0
HEC CI 34.8294 -116.335 385.344 63.226 108.641 0.0
PHL CI 35.40773 -120.54556 50.657 8.709 14.964 0.0
PLM CI 33.35361 -116.86265 425.937 69.875 120.067 0.0
RVR CI 33.99351 -117.37545 343.965 56.449 96.996 0.0
TIN CI 37.05422 -118.23009 235.713 38.73 66.551 0.0
AFD NC 38.945961 -120.968971 348.293 57.157 98.214 0.0
BBGB NC 36.578484 -121.039566 99.737 16.559 28.454 0.0
BJOB NC 36.618084 -121.314682 118.901 19.668 33.795 0.0
CADB NC 37.16346 -121.62645 183.079 30.127 51.768 0.0
CAG NC 37.857269 -122.422661 287.171 47.15 81.019 0.0
CAL NC 37.450348 -121.800369 217.889 35.816 61.542 0.0
CBP NC 37.747665 -121.708427 241.489 39.675 68.174 0.0
CBR NC 37.816471 -122.063019 264.501 43.44 74.644 0.0
CCOB NC 37.258984 -121.673119 194.059 31.921 54.85 0.0
CDOB NC 37.729401 -121.833458 245.338 40.305 69.256 0.0
CHR NC 37.372883 -121.768867 209.279 34.408 59.124 0.0
CLCB NC 37.737865 -122.064865 257.45 42.286 72.661 0.0
CMOB NC 37.810417 -121.802719 251.662 41.339 71.034 0.0
CPI NC 37.988903 -122.215607 287.886 47.267 81.22 0.0
CPM NC 37.949062 -122.408508 294.352 48.326 83.039 0.0
CRH NC 37.858841 -121.992638 264.984 43.519 74.779 0.0
CRPB NC 37.912331 -121.907158 266.08 43.698 75.088 0.0
CSL NC 37.724159 -122.119293 259.055 42.549 73.112 0.0
CTA NC 38.026909 -122.015991 281.914 46.29 79.54 0.0
CVL NC 37.623592 -121.836411 235.572 38.707 66.511 0.0
CYB NC 37.807873 -122.361801 279.534 45.9 78.871 0.0
GAXB NC 38.710732 -122.757332 380.81 62.483 107.365 0.0
GCVB NC 38.769268 -123.01487 398.99 65.461 112.482 0.0
GDXB NC 38.807774 -122.794739 391.584 64.248 110.397 0.0
HCAB NC 37.025368 -121.484535 163.239 26.889 46.203 0.0
HTU NC 36.827202 -121.642883 156.038 25.714 44.185 0.0
JBG NC 37.343048 -122.33976 240.36 39.49 67.857 0.0
JBMB NC 37.318607 -122.153145 226.675 37.252 64.011 0.0
JBNB NC 37.123245 -122.156715 211.913 34.839 59.864 0.0
JBR NC 37.172169 -122.011208 206.259 33.915 58.276 0.0
JCH NC 37.517036 -122.377304 256.294 42.097 72.336 0.0
JECB NC 37.049225 -121.807236 183.84 30.252 51.982 0.0
JELB NC 36.927448 -121.827637 175.641 28.913 49.681 0.0
JFP NC 37.360447 -122.189857 232.273 38.168 65.584 0.0
JGR NC 37.516041 -122.458153 261.236 42.906 73.726 0.0
JHU NC 37.214272 -122.171677 219.716 36.114 62.056 0.0
JJO NC 37.20631 -121.977257 206.883 34.017 58.451 0.0
JLAB NC 37.15432 -121.734673 188.264 30.974 53.223 0.0
JMGB NC 37.637192 -122.474823 271.883 44.648 76.719 0.0
JPC NC 37.270802 -122.212761 226.682 37.253 64.013 0.0
JPR NC 37.795269 -122.474953 284.885 46.776 80.376 0.0
JPSB NC 37.198551 -122.34671 230.126 37.817 64.981 0.0
JSA NC 37.582249 -122.420059 264.132 43.38 74.54 0.0
JSB NC 37.674332 -122.398552 270.362 44.399 76.291 0.0
JSFB NC 37.403721 -122.175957 234.912 38.599 66.326 0.0
JSGB NC 37.28397 -122.050171 217.592 35.767 61.459 0.0
JSP NC 37.586441 -122.502167 269.512 44.26 76.053 0.0
JUM NC 37.160671 -121.898994 198.435 32.636 56.079 0.0
KBO NC 42.212357 -124.225983 781.069 128.071 220.066 0.0
KCPB NC 39.68631 -123.58242 510.497 83.729 143.873 0.0
KCT NC 40.475567 -124.337486 619.217 101.545 174.485 0.0
KEB NC 42.872211 -124.334251 851.124 139.553 239.796 0.0
KHBB NC 40.659901 -123.219658 589.144 96.617 166.017 0.0
KHMB NC 40.874832 -123.732498 630.093 103.327 177.548 0.0
KMPB NC 40.417194 -124.120758 603.492 98.968 170.058 0.0
KMR NC 40.202175 -123.708633 564.435 92.567 159.06 0.0
KRMB NC 41.522957 -123.907974 700.73 114.904 197.44 0.0
KRP NC 41.157654 -124.0233 669.417 109.772 188.622 0.0
KSXB NC 41.830379 -123.876884 730.267 119.745 205.758 0.0
LDH NC 40.511902 -121.581596 528.955 86.754 149.07 0.0
LMC NC 41.274158 -122.121971 621.818 101.971 175.218 0.0
MCB NC 37.644394 -118.896835 240.412 39.499 67.872 0.0
MDPB NC 37.632267 -119.079353 230.614 37.896 65.118 0.0
MMLB NC 37.659092 -118.979065 237.797 39.071 67.136 0.0
MQ2P NC 37.643108 -119.029099 233.948 38.442 66.055 0.0
MQ3P NC 37.61713 -119.006866 232.547 38.213 65.661 0.0
NAPC NC 38.439507 -122.252716 331.918 54.476 93.607 0.0
NBO NC 37.92144 -122.718056 309.574 50.818 87.32 0.0
NBRB NC 38.260208 -122.551788 329.517 54.083 92.931 0.0
NCC NC 38.001984 -122.47467 302.562 49.67 85.348 0.0
NEA NC 38.309883 -122.943001 354.994 58.255 100.1 0.0
NEH NC 38.336559 -122.810822 349.972 57.432 98.687 0.0
NFV NC 38.46769 -122.896507 366.046 60.065 103.21 0.0
NGVB NC 38.28043 -122.21582 315.079 51.719 88.869 0.0
NHC NC 38.21748 -122.357674 315.882 51.85 89.095 0.0
NHF NC 38.049622 -122.523315 309.36 50.783 87.26 0.0
NHM NC 38.154861 -121.804382 285.465 46.871 80.539 0.0
NHS NC 38.656517 -122.614418 368.948 60.54 104.027 0.0
NHV NC 38.164879 -122.712959 329.746 54.12 92.995 0.0
NLH NC 38.122814 -122.149216 297.113 48.778 83.815 0.0
NMI NC 38.076012 -122.258499 297.996 48.922 84.063 0.0
NOLB NC 38.04248 -122.796837 324.183 53.209 91.43 0.0
NPRB NC 37.996422 -123.019493 333.891 54.799 94.162 0.0
NSM NC 38.348785 -122.57795 338.84 55.61 95.554 0.0
NSP NC 38.200253 -122.464401 319.641 52.466 90.152 0.0
NTAC NC 37.923717 -122.596481 302.664 49.686 85.376 0.0
NTO NC 38.143608 -122.449692 313.785 51.507 88.505 0.0
NTR NC 38.240391 -122.798424 340.974 55.959 96.155 0.0
NTYB NC 38.38921 -122.662971 346.822 56.916 97.8 0.0
PAGB NC 35.730652 -120.249863 18.485 4.008 6.887 0.0
PHOB NC 35.866611 -120.479607 7.814 2.919 5.016 0.0
PHSB NC 35.824039 -121.053932 59.328 10.073 17.309 0.0
PMPB NC 36.215904 -120.801262 54.857 9.368 16.097 0.0
PSM NC 36.068806 -120.596184 30.535 5.651 9.711 0.0
1767 NP 38.44067 -122.704559 353.58 58.023 99.702 0.0
1768 NP 38.233635 -122.636711 331.597 54.423 93.516 0.0
1770 NP 37.760208 -122.415237 278.501 45.731 78.58 0.0
1771 NP 37.777367 -122.396889 278.902 45.797 78.693 0.0
1772 NP 37.750942 -122.490715 282.117 46.323 79.597 0.0
1773 NP 37.763863 -122.473602 282.185 46.334 79.617 0.0
1774 NP 37.761463 -122.504471 283.795 46.598 80.069 0.0
1775 NP 37.407013 -122.094604 230.341 37.852 65.041 0.0
1776 NP 37.474827 -122.239235 244.506 40.169 69.022 0.0
1777 NP 37.541874 -122.30471 253.902 41.706 71.663 0.0
1778 NP 37.302494 -121.979782 214.912 35.329 60.706 0.0
1779 NP 37.267475 -121.866562 205.41 33.776 58.037 0.0
1780 NP 37.263519 -121.916168 207.939 34.189 58.747 0.0
1781 NP 37.301434 -121.9039 210.426 34.596 59.446 0.0
1782 NP 37.318157 -121.943535 214.115 35.199 60.482 0.0
1783 NP 37.306599 -121.849152 207.779 34.163 58.703 0.0
1786 NP 37.680305 -121.739571 236.379 38.839 66.738 0.0
1788 NP 37.417019 -121.915405 221.024 36.328 62.423 0.0
1790 NP 37.590942 -122.367409 261.659 42.975 73.844 0.0
1792 NP 37.747662 -122.425278 278.026 45.653 78.447 0.0
1793 NP 37.346535 -121.807777 208.998 34.362 59.045 0.0
1794 NP 37.407181 -122.001068 224.952 36.971 63.527 0.0
1795 NP 37.746639 -122.386787 275.726 45.277 77.8 0.0
1796 NP 37.394146 -122.06041 227.268 37.349 64.178 0.0
1798 NP 37.376015 -121.843742 213.535 35.104 60.319 0.0
1799 NP 37.271133 -121.986237 212.702 34.968 60.085 0.0
1801 NP 37.450958 -122.428703 254.323 41.775 71.782 0.0
1802 NP 37.592678 -122.074493 245.052 40.258 69.176 0.0
1803 NP 37.717369 -121.727005 239.372 39.329 67.579 0.0
1804 NP 37.679253 -122.484047 275.844 45.296 77.833 0.0
1806 NP 37.910328 -122.536819 298.125 48.943 84.1 0.0
1813 NP 38.034332 -122.270164 294.763 48.393 83.154 0.0
1816 NP 37.744835 -122.401337 276.408 45.389 77.992 0.0
1817 NP 37.779335 -122.486 284.196 46.663 80.182 0.0
1818 NP 37.716331 -122.431168 275.756 45.282 77.808 0.0
1819 NP 37.81076 -122.292519 275.971 45.317 77.869 0.0
1820 NP 37.8251 -122.276062 276.336 45.377 77.971 0.0
1821 NP 37.798599 -122.268402 273.598 44.929 77.202 0.0
1824 NP 37.724163 -122.44841 277.416 45.554 78.275 0.0
1825 NP 37.413952 -121.87085 218.338 35.889 61.669 0.0
1826 NP 37.680599 -121.920975 244.98 40.246 69.155 0.0
1827 NP 37.860592 -122.293266 280.382 46.039 79.109 0.0
1828 NP 37.858345 -122.252518 278.016 45.652 78.444 0.0
1829 NP 38.290272 -122.46125 327.667 53.78 92.411 0.0
1830 NP 37.374176 -122.078102 226.647 37.248 64.003 0.0
1831 NP 37.364082 -122.018173 222.295 36.536 62.78 0.0
1834 NP 37.425488 -122.077713 230.898 37.943 65.198 0.0
1835 NP 38.442097 -122.606796 348.771 57.236 98.349 0.0
1836 NP 37.691692 -122.169823 258.895 42.523 73.067 0.0
1837 NP 37.232914 -121.771851 197.107 32.419 55.706 0.0
1838 NP 37.383316 -121.910881 217.844 35.808 61.53 0.0
1839 NP 37.285374 -121.93602 210.924 34.677 59.586 0.0
1841 NP 37.358315 -121.977753 219.474 36.075 61.988 0.0
1842 NP 37.688728 -121.783508 239.181 39.298 67.526 0.0
1843 NP 37.726883 -122.150917 260.973 42.863 73.652 0.0
1844 NP 37.885201 -122.032166 269.333 44.231 76.002 0.0
1845 NP 38.578049 -122.578384 359.924 59.062 101.487 0.0
1846 NP 37.942207 -121.93055 269.984 44.337 76.185 0.0
1847 NP 38.01297 -122.134171 286.119 46.978 80.723 0.0
1848 NP 38.367432 -122.524033 337.839 55.446 95.273 0.0
1863 NP 37.666656 -121.857147 240.576 39.526 67.918 0.0
CPE AZ 32.8889 -117.1051 446.523 73.247 125.862 0.0
CRY AZ 33.5654 -116.7373 419.748 68.861 118.325 0.0
MONP2 AZ 32.892 -116.4223 490.827 80.506 138.334 0.0
GMR CI 34.78457 -115.65994 445.635 73.102 125.612 0.0
MOP CI 34.28085 -118.9049 220.786 36.289 62.356 0.0
KIK CI 34.15037 -118.10156 281.548 46.23 79.437 0.0
TOR CI 33.57526 -116.22584 457.23 75.002 128.876 0.0
CWC CI 36.43988 -118.08016 218.181 35.863 61.625 0.0
DLA CI 33.84822 -118.09624 305.673 50.179 86.223 0.0
FIG CI 34.72832 -119.98803 129.782 21.437 36.835 0.0
GLA CI 33.05149 -114.82706 597.677 98.015 168.42 0.0
IRM CI 34.15738 -115.14513 513.782 84.267 144.797 0.0
LAF CI 33.86889 -118.33143 289.593 47.547 81.7 0.0
LCG CI 34.00033 -118.37794 275.708 45.274 77.795 0.0
LCP CI 34.73551 -120.27996 124.028 20.501 35.227 0.0
LJR CI 34.80762 -118.86775 180.51 29.708 51.047 0.0
LRL CI 35.47954 -117.68212 248.581 40.835 70.168 0.0
MCT CI 34.22645 -116.04073 435.517 71.444 122.764 0.0
MGE CI 33.81841 -116.36874 431.23 70.742 121.557 0.0
MPP CI 34.88848 -119.81362 118.949 19.675 33.809 0.0
MSJ CI 33.80801 -116.96789 386.39 63.397 108.935 0.0
MWC CI 34.22362 -118.05832 279.078 45.826 78.743 0.0
RXH CI 33.18313 -115.62257 528.129 86.618 148.837 0.0
SAL CI 33.2801 -115.98585 494.447 81.099 139.354 0.0
SDR CI 32.73561 -116.94241 469.363 76.989 132.292 0.0
SPF CI 34.05933 -118.64614 254.846 41.86 71.929 0.0
SRN CI 33.82854 -117.78938 327.05 53.679 92.237 0.0
STS CI 33.79033 -118.19878 304.182 49.935 85.804 0.0
SYP CI 34.52775 -119.97834 151.519 24.977 42.919 0.0
WLT CI 34.00948 -117.95077 302.388 49.641 85.299 0.0
LMR2 CI 34.93439 -117.69629 264.945 43.513 74.768 0.0
SBB2 CI 34.6885 -117.82448 266.652 43.792 75.248 0.0
GATR CI 34.55266 -120.50235 144.231 23.789 40.878 0.0
FHO CI 34.09355 -116.93588 370.683 60.824 104.515 0.0
PSR CI 34.09181 -117.80709 306.165 50.26 86.361 0.0
SPG2 CI 36.20057 -118.76624 151.784 25.021 42.993 0.0
SND AZ 33.5519 -116.6129 429.771 70.503 121.146 0.0
BCW CI 34.94009 -119.41313 134.573 22.217 38.175 0.0
DGR CI 33.65001 -117.00947 394.197 64.676 111.133 0.0
OSI CI 34.6145 -118.7235 204.604 33.644 57.811 0.0
SMM CI 35.3142 -119.99581 69.43 11.68 20.07 0.0
VES CI 35.84089 -119.08469 118.233 19.559 33.609 0.0
CTD CI 33.35486 -118.44436 329.684 54.11 92.978 0.0
SMR CI 35.37699 -120.61247 55.78 9.513 16.346 0.0
ADO CI 34.55046 -117.43391 305.331 50.123 86.127 0.0
BC3 CI 33.65515 -115.45366 513.044 84.146 144.59 0.0
CBC CI 34.14011 -118.1275 280.579 46.071 79.165 0.0
CCC CI 35.52495 -117.36453 276.143 45.345 77.917 0.0
CGO CI 36.5504 -117.80295 245.5 40.331 69.302 0.0
DAN CI 34.63745 -115.38115 474.833 77.886 133.832 0.0
DEV CI 33.93597 -116.57794 407.917 66.923 114.995 0.0
LDR CI 34.9906 -118.34156 209.127 34.383 59.081 0.0
LFP CI 34.30529 -118.48805 244.0 40.086 68.88 0.0
MPI CI 34.81258 -119.1453 161.577 26.618 45.737 0.0
MPM CI 36.05799 -117.48901 262.743 43.152 74.149 0.0
NOT CI 34.22869 -118.55829 245.715 40.366 69.362 0.0
PDE CI 34.44199 -118.58215 227.18 37.335 64.153 0.0
PDR CI 33.96273 -118.43702 275.338 45.213 77.691 0.0
PMD CI 33.64785 -116.37769 441.075 72.355 124.328 0.0
SBC CI 34.44076 -119.71492 168.181 27.695 47.589 0.0
SBI CI 33.48046 -119.02986 291.296 47.825 82.179 0.0
SDD CI 33.55259 -117.66171 357.153 58.608 100.707 0.0
SHO CI 35.8996 -116.27515 371.342 60.932 104.7 0.0
SLA CI 35.89095 -117.28332 280.544 46.066 79.155 0.0
SWS CI 32.9408 -115.7958 531.497 87.17 149.785 0.0
USC CI 34.01919 -118.28631 279.81 45.945 78.948 0.0
VTV CI 34.56065 -117.3296 313.182 51.408 88.335 0.0
WBS CI 35.53664 -118.14035 206.636 33.976 58.381 0.0
WGR CI 34.51085 -119.27407 180.203 29.658 50.961 0.0
SBPX CI 34.2324 -117.23484 339.197 55.668 95.655 0.0
WNS CI 34.115 -118.38 266.132 43.707 75.102 0.0
BOM CI 33.36465 -115.72963 508.434 83.391 143.292 0.0
WMC AZ 33.5736 -116.6747 423.762 69.519 119.455 0.0
CAR CI 35.30819 -119.84583 77.891 13.036 22.399 0.0
PASC CI 34.17141 -118.18523 274.326 45.048 77.406 0.0
ALP CI 34.68708 -118.29946 229.934 37.785 64.927 0.0
BTC CI 33.01213 -115.21987 569.74 93.437 160.553 0.0
BTP CI 34.68224 -118.57398 210.103 34.543 59.355 0.0
CHF CI 34.33341 -118.02585 273.554 44.922 77.189 0.0
CHN CI 33.99879 -117.68044 321.755 52.812 90.747 0.0
CLT CI 34.09284 -117.31687 341.698 56.077 96.358 0.0
CRN CI 33.87574 -117.56106 339.031 55.641 95.608 0.0
CTC CI 33.65516 -115.99006 470.513 77.178 132.615 0.0
DNR CI 33.56667 -116.63056 427.473 70.127 120.499 0.0
ERR CI 33.11675 -115.82267 517.489 84.875 145.841 0.0
HLL CI 34.17643 -118.35967 262.488 43.111 74.078 0.0
KML CI 33.59738 -117.87909 339.819 55.77 95.83 0.0
OLI CI 33.94539 -117.92372 309.105 50.741 87.188 0.0
PER CI 33.86164 -117.20529 365.359 59.952 103.017 0.0
PLS CI 33.7953 -117.60906 341.7 56.078 96.359 0.0
RUS CI 34.05073 -118.08085 290.547 47.703 81.968 0.0
SES CI 34.43692 -119.1375 194.115 31.93 54.866 0.0
STC CI 34.30302 -119.18676 203.925 33.533 57.62 0.0
WSS CI 34.1717 -118.64971 244.945 40.24 69.146 0.0
JRC2 CI 35.98249 -117.80885 233.504 38.369 65.93 0.0
SNCC CI 33.24787 -119.52437 299.824 49.221 84.578 0.0
USB CI 34.413 -119.8427 167.2 27.535 47.314 0.0
BHP CI 33.99053 -118.36171 277.515 45.57 78.303 0.0
RIN CI 34.28196 -118.47925 246.413 40.481 69.558 0.0
FRD AZ 33.4947 -116.6022 434.452 71.27 122.464 0.0
HWB AZ 33.0262 -116.9596 444.584 72.93 125.316 0.0
NEE2 CI 34.76759 -114.61881 537.74 88.193 151.543 0.0
EML CI 32.89083 -116.84566 462.798 75.914 130.443 0.0
LTP CI 33.8811 -118.17568 298.024 48.927 84.071 0.0
STG CI 33.664 -117.76856 341.363 56.023 96.264 0.0
BBS CI 33.92139 -116.98058 378.002 62.023 106.575 0.0
BLY CI 33.75034 -114.52375 584.572 95.867 164.73 0.0
CAC CI 34.13678 -118.12199 281.202 46.173 79.34 0.0
CLC CI 35.81574 -117.59751 252.336 41.45 71.223 0.0
DSC CI 35.14255 -116.10395 396.379 65.033 111.747 0.0
ISA CI 35.66278 -118.47403 174.67 28.754 49.409 0.0
LGU CI 34.10819 -119.06587 228.188 37.5 64.436 0.0
MLS CI 34.0046 -117.56162 329.753 54.121 92.997 0.0
OGC CI 33.78816 -117.844 326.614 53.608 92.114 0.0
PDM CI 34.30336 -114.14152 594.388 97.476 167.494 0.0
PSD CI 33.82393 -116.55026 416.862 68.388 117.512 0.0
RIO CI 34.10473 -117.97956 293.265 48.148 82.733 0.0
RPV CI 33.74346 -118.40412 296.292 48.643 83.584 0.0
RSB CI 33.9731 -117.3272 348.874 57.253 98.378 0.0
SLR CI 33.83359 -116.79737 397.444 65.208 112.047 0.0
SMS CI 34.01438 -118.45617 269.81 44.309 76.136 0.0
SVD CI 34.10647 -117.09822 357.39 58.647 100.774 0.0
TFT CI 35.14592 -119.41946 117.884 19.502 33.511 0.0
TUQ CI 35.43584 -115.92389 406.701 66.724 114.652 0.0
VCS CI 34.48364 -118.11783 256.654 42.156 72.437 0.0
WTT CI 33.94869 -118.25547 287.511 47.206 81.114 0.0
NSS2 CI 33.55553 -115.94586 479.964 78.726 135.276 0.0
SLB CI 33.48519 -115.86643 490.42 80.439 138.22 0.0
WWC CI 33.94068 -116.40876 420.888 69.048 118.646 0.0
SNO CI 34.03515 -116.80778 384.121 63.025 108.297 0.0
MSC CI 34.03852 -116.64795 396.399 65.036 111.753 0.0
GR2 CI 34.11816 -118.30024 270.945 44.495 76.456 0.0
CIA CI 33.401898 -118.415021 326.755 53.631 92.154 0.0
TEH CI 35.2913 -118.42079 189.062 31.105 53.447 0.0
DJJ CI 34.10618 -118.45505 262.189 43.062 73.993 0.0
GRA CI 36.99608 -117.36621 299.711 49.203 84.546 0.0
HLN CI 34.12128 -117.21897 347.259 56.988 97.923 0.0
JVA CI 34.36622 -116.61266 381.504 62.597 107.561 0.0
LDF CI 35.13066 -115.18416 478.517 78.489 134.869 0.0
MTP CI 35.48434 -115.5532 439.334 72.07 123.838 0.0
NJQ CI 34.53412 -120.17737 147.321 24.293 41.743 0.0
OLP CI 32.60783 -116.93036 480.819 78.866 135.517 0.0
PDU CI 34.1207 -117.63808 316.186 51.9 89.18 0.0
RCT CI 36.30523 -119.24384 115.441 19.106 32.83 0.0
RRX CI 34.87533 -116.99684 326.635 53.611 92.12 0.0
WES CI 32.75904 -115.73161 548.952 90.03 154.7 0.0
EDW2 CI 34.8811 -117.99388 242.876 39.902 68.564 0.0
LBW1 CI 33.798 -118.08837 310.286 50.934 87.521 0.0
MLAC CI 37.63019 -118.83605 242.176 39.787 68.367 0.0
RINB CI 34.28196 -118.47925 246.413 40.481 69.558 0.0
SCI2 CI 32.9799 -118.54697 361.104 59.255 101.819 0.0
SCZ2 CI 33.99543 -119.6351 217.254 35.712 61.364 0.0
BZN AZ 33.4915 -116.667 429.958 70.534 121.199 0.0
TRO AZ 33.5234 -116.4257 445.533 73.085 125.583 0.0
JEM CI 33.08098 -116.59755 464.554 76.202 130.938 0.0
BAK CI 35.34444 -119.10445 129.485 21.389 36.752 0.0
BFS CI 34.23883 -117.65853 306.729 50.352 86.52 0.0
BOR CI 33.2682 -116.41716 463.608 76.047 130.672 0.0
BRE CI 33.80776 -117.98116 316.222 51.906 89.191 0.0
DEC CI 34.25353 -118.33383 258.137 42.399 72.854 0.0
FUR CI 36.46719 -116.86322 324.594 53.277 91.546 0.0
LEV CI 34.61462 -118.29104 235.237 38.653 66.417 0.0
LGB CI 33.9753 -118.14918 292.039 47.947 82.388 0.0
LLS CI 33.68447 -117.94304 328.664 53.943 92.691 0.0
TA2 CI 34.38203 -117.67822 296.051 48.604 83.516 0.0
MUR CI 33.59999 -117.19543 384.667 63.115 108.451 0.0
BLA2 CI 34.06931 -116.38993 415.134 68.105 117.026 0.0
LPC CI 34.31478 -117.54642 310.262 50.93 87.514 0.0
SMW CI 35.01108 -120.40997 92.944 15.461 26.566 0.0
NBS CI 34.78035 -116.55798 367.884 60.366 103.727 0.0
AGO CI 34.14647 -118.76699 240.362 39.491 67.858 0.0
CFS CI 34.10539 -117.28287 343.439 56.363 96.848 0.0
FUL CI 33.8717 -117.92251 314.916 51.692 88.823 0.0
LUG CI 34.3656 -117.36683 321.035 52.694 90.545 0.0
QUG CI 34.39558 -118.49837 236.299 38.826 66.715 0.0
SAN CI 33.70432 -117.88578 330.639 54.267 93.247 0.0
SIO CI 34.293 -119.1646 205.958 33.865 58.191 0.0
SMV CI 34.27091 -118.74407 230.918 37.946 65.203 0.0
23732 CE 34.2239 -117.331 332.327 54.543 93.722 0.0
THM CI 33.65066 -116.07734 463.985 76.108 130.778 0.0
MIS CI 33.7403 -118.33517 300.473 49.328 84.76 0.0
DRE CI 32.80532 -115.44679 566.404 92.89 159.614 0.0
GSA CI 34.13677 -118.1283 280.78 46.104 79.221 0.0
MAG CI 35.36165 -118.92282 143.731 23.708 40.738 0.0
RSS CI 33.97327 -117.32674 348.896 57.256 98.384 0.0
SDG CI 32.784 -117.13805 453.303 74.358 127.77 0.0
24853 CE 34.077 -118.286 275.149 45.183 77.638 0.0
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