% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 163116 % Primary Name: KOKOMO MUNI AP % Record Type: TAVG % Country: United States % State: IN % Latitude: 40.53071 +/- 0.00279 % Longitude: -86.06313 +/- 0.00437 % Elevation (m): 253.00 +/- 0.05 % # of Months: 135 % % Alternate Names: KOKOMO MUNI % Missing Station ID - 999999-54807 % % IDs: faa - OKK % gsod - 724387-54807 % gsod - 724387-99999 % gsod - 999999-54807 % icao - KOKK % ncdc - 30002113 % usaf - 724387 % wban - 54807 % % Sources: Global Summary of the Day % Multi-network Metadata System % % Site Hash: 889333deed0e7b752e8b36dafad5e82b % Raw Data Hash: 5ee716b75fe5320c68fab490afcae8b4 % Adj Data Hash: afd21cfe5e634b0026a89fe0f8c55978 % % The data for this station is presented below in several columns and in % several forms. The temperature values are reported as "raw", % "adjusted", and "regional expectation". % % The "raw" values reflect the observations as originally ingested by % the Berkeley Earth system from one or more originating archive(s). % These "raw" values may reflect the merger of more than one temperature % time series if multiple archives reported values for this location. % Alongside the raw data we have also provided a flag indicating which % values failed initial quality control checks. A further column % dates at which the raw data may be subject to continuity "breaks" % due to documented station moves (denoted "1"), prolonged measurement % gaps (denoted "2"), documented time of observation changes (denoted "3") % and other empirically determined inhomogeneities (denoted "4"). % % In many cases, raw temperature data contains a number of artifacts, % caused by issues such as typographical errors, instrumentation changes, % station moves, and urban or agricultural development near the station. % The Berkeley Earth analysis process attempts to identify and estimate % the impact of various kinds of data quality problems by comparing each % time series to neighboring series. At the end of the analysis process, % the "adjusted" data is created as an estimate of what the weather at % this location might have looked like after removing apparent biases. % This "adjusted" data will generally to be free from quality control % issues and be regionally homogeneous. Some users may find this % "adjusted" data that attempts to remove apparent biases more % suitable for their needs, while other users may prefer to work % with raw values. % % Lastly, we have provided a "regional expectation" time series, based % on the Berkeley Earth expected temperatures in the neighborhood of the % station. This incorporates information from as many weather stations as % are available for the local region surrounding this location. Note % that the regional expectation may be a systematically a bit warmer or % colder than the weather stations by a few degrees due to differences % in mean elevation and other local characteristics. % % For each temperature time series, we have also included an "anomaly" % time series that removes both the seasonality and the long-term mean. % These anomalies may provide an easier way of seeing changes through % time. % % Reported temperatures are in Celsius and reflect monthly averages. As % these files are intended to be summaries for convenience, additional % information, including more detailed flagging and metadata, may be % available in our whole data set files. % % The Berkeley Earth analysis was run on 15-Nov-2013 19:55:48 % % Raw Data QC Continuity Adjusted Data Regional Expectation % Year, Month, Temperature, Anomaly, Failed, Breaks, Temperature, Anomaly, Temperature, Anomaly 2001 9 NaN NaN NaN NaN NaN NaN 17.465 -0.709 2001 10 NaN NaN NaN NaN NaN NaN 12.047 0.500 2001 11 NaN NaN NaN NaN NaN NaN 9.488 4.845 2001 12 NaN NaN NaN NaN NaN NaN 2.195 3.820 2002 1 NaN NaN NaN NaN NaN NaN 0.152 4.821 2002 2 NaN NaN NaN NaN NaN NaN 0.499 3.401 2002 3 NaN NaN NaN NaN NaN NaN 2.174 -0.517 2002 4 NaN NaN NaN NaN NaN NaN 11.250 1.644 2002 5 NaN NaN NaN NaN NaN NaN 13.739 -1.954 2002 6 NaN NaN NaN NaN NaN NaN 22.653 1.699 2002 7 NaN NaN NaN NaN NaN NaN 25.013 2.060 2002 8 NaN NaN NaN NaN NaN NaN 23.237 1.361 2002 9 19.670 0.352 1 0 NaN NaN 20.806 2.632 2002 10 12.664 -0.028 0 0 12.561 -0.131 10.862 -0.686 2002 11 5.576 -0.212 0 0 5.309 -0.478 4.388 -0.255 2002 12 0.743 1.224 0 0 0.420 0.901 -1.444 0.181 2003 1 -5.284 -1.760 0 0 -5.611 -2.087 -7.449 -2.781 2003 2 -3.210 -1.453 1 0 NaN NaN -5.352 -2.451 2003 3 5.797 1.962 0 0 5.633 1.797 3.745 1.054 2003 4 12.751 2.001 0 0 12.634 1.883 10.876 1.271 2003 5 15.868 -0.969 0 0 15.759 -1.079 14.825 -0.868 2003 6 19.981 -2.117 0 0 19.983 -2.115 19.840 -1.113 2003 7 23.134 -0.964 0 0 23.351 -0.747 22.455 -0.498 2003 8 23.349 0.329 0 0 23.661 0.640 22.902 1.026 2003 9 17.374 -1.945 0 0 17.528 -1.790 17.574 -0.599 2003 10 11.337 -1.355 0 0 11.233 -1.459 10.976 -0.572 2003 11 8.594 2.807 0 0 8.328 2.540 7.742 3.099 2003 12 1.209 1.690 0 0 0.886 1.367 0.048 1.673 2004 1 -4.544 -1.021 0 0 -4.872 -1.348 -6.285 -1.616 2004 2 -0.302 1.455 0 0 -0.569 1.188 -3.156 -0.254 2004 3 6.790 2.955 0 0 6.626 2.790 5.561 2.871 2004 4 12.632 1.882 0 0 12.515 1.764 11.509 1.903 2004 5 19.756 2.918 0 0 19.646 2.808 17.854 2.162 2004 6 21.365 -0.734 0 0 21.367 -0.732 20.608 -0.346 2004 7 23.123 -0.975 1 0 NaN NaN 22.141 -0.812 2004 8 20.941 -2.080 0 0 21.252 -1.769 20.062 -1.814 2004 9 21.308 1.990 0 0 21.463 2.144 19.916 1.742 2004 10 14.854 2.162 0 0 14.751 2.059 12.146 0.598 2004 11 7.844 2.056 0 0 7.577 1.789 7.231 2.588 2004 12 0.261 0.742 0 0 -0.062 0.418 -1.293 0.333 2005 1 -0.520 3.004 0 0 -0.847 2.676 -3.943 0.725 2005 2 1.083 2.840 0 0 0.817 2.574 -1.142 1.760 2005 3 3.646 -0.190 0 0 3.481 -0.354 1.609 -1.082 2005 4 12.345 1.595 0 0 12.228 1.478 11.630 2.024 2005 5 16.169 -0.668 0 0 16.060 -0.778 14.246 -1.447 2005 6 23.845 1.747 0 0 23.847 1.749 23.637 2.683 2005 7 24.068 -0.030 0 0 24.285 0.187 24.002 1.049 2005 8 23.325 0.305 0 0 23.636 0.616 23.276 1.400 2005 9 20.325 1.006 0 0 20.479 1.160 20.705 2.531 2005 10 13.787 1.095 0 0 13.683 0.991 12.727 1.180 2005 11 7.805 2.017 0 0 7.538 1.750 6.869 2.226 2005 12 -2.561 -2.080 0 0 -2.884 -2.404 -4.054 -2.428 2006 1 4.602 8.126 0 0 4.275 7.799 2.370 7.039 2006 2 0.833 2.590 0 0 0.567 2.324 -1.671 1.231 2006 3 5.339 1.503 0 0 5.174 1.338 3.623 0.932 2006 4 13.913 3.162 0 0 13.795 3.045 12.442 2.836 2006 5 16.399 -0.439 0 0 16.289 -0.549 15.179 -0.514 2006 6 21.536 -0.563 0 0 21.538 -0.561 21.002 0.049 2006 7 24.756 0.659 0 0 24.973 0.875 24.030 1.077 2006 8 22.905 -0.116 0 0 23.216 0.195 22.588 0.712 2006 9 17.433 -1.886 0 0 17.587 -1.732 17.184 -0.990 2006 10 11.145 -1.547 0 0 11.041 -1.651 10.343 -1.204 2006 11 7.626 1.838 0 0 7.359 1.571 6.707 2.064 2006 12 4.434 4.914 0 0 4.110 4.591 2.527 4.152 2007 1 1.358 4.882 0 0 1.031 4.555 -1.341 3.328 2007 2 -6.060 -4.303 0 0 -6.326 -4.569 -8.844 -5.942 2007 3 7.438 3.602 0 0 7.273 3.437 6.131 3.441 2007 4 8.666 -2.085 1 0 NaN NaN 8.974 -0.632 2007 5 20.147 3.309 0 0 20.037 3.199 18.340 2.648 2007 6 23.488 1.390 0 0 23.490 1.391 22.562 1.608 2007 7 23.161 -0.936 0 0 23.378 -0.720 22.174 -0.778 2007 8 25.130 2.109 0 0 25.441 2.420 23.770 1.894 2007 9 20.541 1.222 0 0 20.695 1.376 20.233 2.059 2007 10 16.620 3.928 0 0 16.517 3.825 15.732 4.185 2007 11 6.731 0.944 0 0 6.465 0.677 5.430 0.787 2007 12 0.805 1.285 0 0 0.481 0.962 -1.100 0.525 2008 1 -0.952 2.572 0 4 -1.248 2.275 -3.480 1.189 2008 2 -1.521 0.236 0 0 -1.874 -0.117 -4.495 -1.593 2008 3 4.383 0.548 0 0 3.936 0.101 1.985 -0.706 2008 4 12.291 1.540 0 0 11.800 1.050 11.113 1.508 2008 5 15.709 -1.129 0 0 15.211 -1.627 14.063 -1.630 2008 6 23.154 1.055 0 0 22.553 0.455 22.208 1.255 2008 7 24.027 -0.071 0 0 23.228 -0.870 22.831 -0.122 2008 8 22.453 -0.567 0 0 21.567 -1.453 21.644 -0.232 2008 9 20.178 0.859 0 0 19.437 0.118 20.086 1.912 2008 10 13.029 0.337 0 0 12.525 -0.167 11.399 -0.148 2008 11 6.287 0.499 0 0 5.934 0.147 4.717 0.074 2008 12 -0.611 -0.131 0 0 -0.912 -0.431 -2.754 -1.128 2009 1 -5.066 -1.543 0 0 -5.363 -1.839 -8.347 -3.678 2009 2 1.133 2.890 0 0 0.780 2.537 -1.776 1.126 2009 3 7.124 3.288 0 0 6.677 2.842 5.068 2.377 2009 4 11.249 0.499 0 0 10.758 0.008 10.174 0.568 2009 5 17.737 0.899 0 0 17.239 0.402 15.993 0.300 2009 6 22.970 0.872 0 0 22.370 0.271 21.554 0.601 2009 7 21.643 -2.455 0 0 20.844 -3.254 20.517 -2.436 2009 8 22.018 -1.003 0 0 21.132 -1.889 21.416 -0.460 2009 9 18.839 -0.480 0 0 18.098 -1.221 18.684 0.510 2009 10 11.453 -1.239 0 0 10.950 -1.742 9.996 -1.551 2009 11 8.985 3.198 0 0 8.633 2.845 7.785 3.142 2009 12 0.484 0.964 0 0 0.183 0.664 -1.689 -0.064 2010 1 -3.276 0.248 0 0 -3.573 -0.049 -5.648 -0.979 2010 2 -2.161 -0.404 0 0 -2.514 -0.757 -4.383 -1.481 2010 3 7.518 3.682 0 0 7.071 3.235 5.554 2.864 2010 4 15.456 4.705 0 0 14.965 4.215 13.489 3.883 2010 5 19.452 2.614 0 0 18.954 2.116 17.472 1.779 2010 6 23.828 1.729 1 0 NaN NaN 23.024 2.070 2010 7 25.435 1.338 0 0 24.636 0.539 24.614 1.661 2010 8 24.370 1.349 0 0 23.484 0.463 23.731 1.856 2010 9 20.315 0.996 0 0 19.574 0.255 19.474 1.300 2010 10 14.103 1.410 0 0 13.599 0.907 13.224 1.677 2010 11 7.820 2.032 1 0 NaN NaN 5.603 0.960 2010 12 -2.424 -1.943 0 0 -2.725 -2.244 -4.495 -2.870 2011 1 -3.315 0.209 0 0 -3.612 -0.088 -6.216 -1.547 2011 2 0.268 2.025 0 4 1.213 2.969 -3.416 -0.514 2011 3 4.560 0.725 0 0 5.411 1.575 3.380 0.690 2011 4 10.188 -0.562 0 0 10.996 0.245 10.243 0.637 2011 5 16.646 -0.192 0 0 17.446 0.608 16.496 0.804 2011 6 23.056 0.957 0 0 23.753 1.654 22.284 1.330 2011 7 26.634 2.537 0 0 27.133 3.036 26.051 3.099 2011 8 21.700 -1.320 0 0 22.112 -0.909 22.384 0.508 2011 9 16.923 -2.396 0 0 17.480 -1.839 17.542 -0.632 2011 10 11.629 -1.063 0 0 12.423 -0.269 12.049 0.501 2011 11 7.650 1.862 0 0 8.595 2.807 8.131 3.488 2011 12 2.085 2.566 0 0 3.082 3.563 1.836 3.462 2012 1 -0.692 2.832 0 0 0.309 3.833 -1.503 3.166 2012 2 2.330 4.087 1 0 NaN NaN 0.037 2.939 2012 3 12.050 8.215 0 0 12.901 9.065 11.497 8.806 2012 4 11.520 0.770 0 0 12.327 1.577 10.704 1.099 2012 5 20.254 3.417 0 0 21.054 4.217 19.293 3.600 2012 6 22.659 0.561 0 0 23.356 1.258 22.348 1.394 2012 7 26.470 2.373 0 0 26.969 2.872 26.226 3.273 2012 8 21.045 -1.976 1 0 NaN NaN 21.478 -0.398 2012 9 16.397 -2.921 0 0 16.954 -2.365 17.867 -0.307 2012 10 11.362 -1.330 0 0 12.156 -0.536 10.957 -0.591 2012 11 4.354 -1.434 0 0 5.299 -0.489 4.480 -0.162 2012 12 2.096 2.577 1 0 NaN NaN 2.595 4.220 2013 1 -1.704 1.819 0 0 -0.703 2.820 -2.530 2.139 2013 2 -1.766 -0.009 0 0 -0.821 0.936 -3.037 -0.135 2013 3 0.953 -2.882 0 0 1.804 -2.032 0.604 -2.086 2013 4 9.304 -1.447 0 0 10.111 -0.640 9.337 -0.268 2013 5 18.425 1.587 0 0 19.225 2.387 17.992 2.299 2013 6 21.470 -0.628 0 0 22.167 0.069 21.579 0.625 2013 7 22.919 -1.178 0 0 23.418 -0.679 22.431 -0.522 2013 8 21.884 -1.137 0 0 22.295 -0.726 21.363 -0.512 2013 9 18.648 -0.671 0 0 19.205 -0.114 18.924 0.751 2013 10 11.943 -0.749 0 0 12.737 0.045 12.226 0.679 2013 11 8.140 2.353 1 0 NaN NaN NaN NaN