% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 161659 % Primary Name: TAHLEQUAH MUNI AP % Record Type: TAVG % Country: United States % State: OK % Latitude: 35.93112 +/- 0.00238 % Longitude: -95.00202 +/- 0.00252 % Elevation (m): 266.05 +/- 0.10 % # of Months: 115 % % Alternate Names: Missing Station ID - 999999-53956 % TAHLEQUAH MUNI % % IDs: faa - TQH % gsod - 722199-53956 % gsod - 722199-99999 % gsod - 999999-53956 % icao - KTQH % ncdc - 30002260 % usaf - 722199 % wban - 53956 % % Sources: Global Summary of the Day % Multi-network Metadata System % % Site Hash: 1c8c9339c463bfd4d0917b85cd859166 % Raw Data Hash: a5a4b81aadf0c3bcebe462be166a8f24 % Adj Data Hash: 96d67ee51249a9cd60d6280dde664e9b % % 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 2003 5 NaN NaN NaN NaN NaN NaN 20.659 0.358 2003 6 NaN NaN NaN NaN NaN NaN 23.507 -1.378 2003 7 NaN NaN NaN NaN NaN NaN 28.757 1.021 2003 8 NaN NaN NaN NaN NaN NaN 28.421 1.407 2003 9 NaN NaN NaN NaN NaN NaN 20.743 -2.079 2003 10 NaN NaN NaN NaN NaN NaN 17.270 0.755 2003 11 NaN NaN NaN NaN NaN NaN 10.835 1.419 2003 12 NaN NaN NaN NaN NaN NaN 6.077 1.784 2004 1 NaN NaN NaN NaN NaN NaN 2.985 1.097 2004 2 NaN NaN NaN NaN NaN NaN 3.912 -0.958 2004 3 NaN NaN NaN NaN NaN NaN 11.919 2.384 2004 4 NaN NaN NaN NaN NaN NaN 16.046 0.265 2004 5 22.907 3.516 1 0 NaN NaN 21.678 1.377 2004 6 22.404 -1.571 0 0 21.974 -2.000 24.004 -0.881 2004 7 24.138 -2.687 0 0 23.741 -3.084 25.895 -1.840 2004 8 23.160 -2.944 0 0 22.863 -3.240 24.611 -2.402 2004 9 21.944 0.033 0 0 21.772 -0.139 23.489 0.667 2004 10 17.527 1.923 0 0 17.415 1.811 18.497 1.982 2004 11 11.540 3.035 0 0 11.382 2.877 11.124 1.708 2004 12 4.179 0.797 0 0 3.916 0.534 5.383 1.091 2005 1 4.513 3.537 0 0 4.171 3.195 3.837 1.950 2005 2 7.522 3.562 1 0 NaN NaN 7.474 2.603 2005 3 9.315 0.690 0 0 8.943 0.319 9.452 -0.083 2005 4 15.244 0.375 0 0 14.860 -0.010 16.085 0.304 2005 5 19.702 0.311 0 0 19.290 -0.101 20.003 -0.298 2005 6 24.989 1.014 0 0 24.559 0.585 25.941 1.056 2005 7 26.840 0.015 0 0 26.442 -0.383 27.633 -0.102 2005 8 26.371 0.268 0 0 26.074 -0.029 27.844 0.830 2005 9 23.018 1.106 0 0 22.846 0.934 25.100 2.278 2005 10 15.501 -0.103 0 0 15.389 -0.215 17.249 0.734 2005 11 10.755 2.250 0 0 10.596 2.091 11.945 2.529 2005 12 2.317 -1.065 0 0 2.054 -1.328 3.371 -0.922 2006 1 7.351 6.375 0 0 7.009 6.033 7.890 6.002 2006 2 4.117 0.157 0 0 3.749 -0.211 4.770 -0.101 2006 3 11.056 2.431 0 0 10.684 2.060 11.364 1.829 2006 4 18.409 3.539 0 0 18.025 3.155 19.448 3.667 2006 5 21.072 1.681 0 0 20.660 1.270 21.386 1.085 2006 6 24.519 0.544 0 0 24.089 0.115 25.307 0.422 2006 7 28.362 1.537 0 0 27.965 1.140 28.986 1.250 2006 8 28.703 2.599 0 0 28.406 2.303 29.628 2.614 2006 9 20.794 -1.117 0 0 20.622 -1.289 21.330 -1.492 2006 10 15.529 -0.075 0 0 15.417 -0.187 16.084 -0.431 2006 11 11.687 3.182 0 0 11.528 3.023 10.984 1.569 2006 12 7.108 3.726 0 0 6.845 3.463 5.952 1.659 2007 1 3.156 2.179 0 0 2.814 1.837 1.524 -0.363 2007 2 5.714 1.754 0 0 5.346 1.386 3.963 -0.908 2007 3 16.332 7.707 0 0 15.960 7.336 14.661 5.126 2007 4 14.446 -0.424 0 0 14.062 -0.808 13.941 -1.839 2007 5 22.099 2.708 0 0 21.687 2.296 21.227 0.926 2007 6 25.409 1.435 0 0 24.980 1.005 24.688 -0.197 2007 7 26.302 -0.523 0 0 25.905 -0.920 26.679 -1.057 2007 8 27.724 1.621 0 0 27.427 1.324 28.879 1.866 2007 9 22.241 0.329 0 0 22.069 0.157 23.622 0.800 2007 10 15.631 0.027 0 0 15.519 -0.085 18.313 1.798 2007 11 8.583 0.078 0 0 8.425 -0.080 10.954 1.538 2007 12 3.907 0.525 0 0 3.644 0.262 4.005 -0.288 2008 1 3.376 2.400 0 0 3.034 2.058 2.610 0.723 2008 2 4.780 0.820 1 0 NaN NaN 4.331 -0.539 2008 3 10.256 1.632 0 0 9.885 1.261 9.857 0.322 2008 4 13.983 -0.887 0 0 13.599 -1.271 14.653 -1.128 2008 5 19.964 0.574 0 0 19.552 0.162 20.399 0.098 2008 6 24.704 0.729 0 0 24.274 0.300 25.443 0.558 2008 7 27.210 0.385 0 0 26.812 -0.013 27.939 0.203 2008 8 25.593 -0.510 0 0 25.296 -0.807 26.338 -0.676 2008 9 20.685 -1.226 0 0 20.513 -1.398 21.708 -1.115 2008 10 14.507 -1.097 0 0 14.396 -1.208 16.121 -0.394 2008 11 8.722 0.217 0 0 8.564 0.059 9.926 0.510 2008 12 3.679 0.297 0 0 3.416 0.034 3.932 -0.360 2009 1 2.002 1.025 0 0 1.660 0.683 1.657 -0.230 2009 2 8.012 4.052 0 0 7.644 3.684 7.945 3.074 2009 3 11.711 3.087 0 0 11.340 2.716 10.798 1.263 2009 4 14.680 -0.190 0 0 14.295 -0.574 15.035 -0.745 2009 5 19.030 -0.360 0 0 18.619 -0.772 19.267 -1.034 2009 6 26.204 2.229 0 0 25.774 1.800 26.792 1.907 2009 7 26.599 -0.226 0 0 26.201 -0.624 26.824 -0.911 2009 8 25.321 -0.782 0 0 25.024 -1.079 25.811 -1.202 2009 9 19.930 -1.982 0 0 19.758 -2.154 21.380 -1.442 2009 10 11.841 -3.764 0 0 11.729 -3.875 13.417 -3.098 2009 11 10.765 2.260 0 0 10.606 2.101 12.505 3.089 2009 12 0.439 -2.943 0 0 0.176 -3.206 1.736 -2.556 2010 1 0.222 -0.754 0 0 -0.120 -1.096 0.355 -1.533 2010 2 0.855 -3.105 0 0 0.487 -3.473 1.884 -2.986 2010 3 8.120 -0.504 0 0 7.749 -0.875 9.200 -0.335 2010 4 15.998 1.128 0 0 15.614 0.744 17.616 1.836 2010 5 20.525 1.135 0 0 20.113 0.723 20.685 0.384 2010 6 26.800 2.826 0 0 26.371 2.396 27.507 2.622 2010 7 27.622 0.797 0 0 27.224 0.399 28.552 0.817 2010 8 29.437 3.334 0 0 29.141 3.037 29.383 2.369 2010 9 23.226 1.314 0 0 23.054 1.142 23.887 1.065 2010 10 14.772 -0.832 0 0 14.661 -0.943 17.170 0.655 2010 11 10.035 1.530 0 0 9.877 1.372 11.106 1.691 2010 12 3.014 -0.368 0 0 2.751 -0.631 3.792 -0.500 2011 1 0.427 -0.550 0 0 0.084 -0.892 0.741 -1.146 2011 2 4.540 0.580 0 0 4.171 0.211 3.969 -0.901 2011 3 10.478 1.854 0 0 10.107 1.483 10.611 1.076 2011 4 15.891 1.021 0 4 16.882 2.012 17.215 1.434 2011 5 17.892 -1.498 0 0 18.955 -0.435 19.612 -0.689 2011 6 25.885 1.910 0 0 26.993 3.019 28.439 3.554 2011 7 29.729 2.904 0 0 30.755 3.930 32.055 4.319 2011 8 28.179 2.076 0 0 28.945 2.842 30.340 3.326 2011 9 18.754 -3.158 0 0 19.197 -2.714 21.230 -1.592 2011 10 14.215 -1.389 0 0 14.503 -1.101 17.167 0.652 2011 11 8.704 0.199 0 0 9.113 0.608 10.518 1.102 2011 12 3.437 0.055 0 0 4.116 0.734 5.448 1.155 2012 1 4.437 3.461 0 0 5.320 4.344 5.643 3.756 2012 2 5.820 1.860 0 0 6.770 2.810 7.193 2.322 2012 3 13.799 5.175 0 0 14.757 6.133 15.440 5.905 2012 4 16.122 1.252 0 0 17.114 2.244 18.572 2.792 2012 5 21.030 1.640 0 0 22.093 2.703 22.966 2.665 2012 6 24.337 0.363 0 0 25.445 1.471 26.479 1.594 2012 7 28.787 1.962 0 0 29.813 2.988 30.952 3.216 2012 8 26.416 0.313 0 0 27.182 1.079 27.902 0.888 2012 9 22.056 0.144 0 0 22.499 0.588 23.860 1.037 2012 10 13.724 -1.880 0 0 14.012 -1.592 15.855 -0.660 2012 11 9.081 0.577 0 0 9.491 0.986 10.938 1.523 2012 12 5.586 2.204 0 0 6.265 2.883 6.607 2.314 2013 1 3.652 2.676 0 0 4.535 3.559 3.967 2.080 2013 2 3.853 -0.107 0 0 4.804 0.844 4.953 0.082 2013 3 6.943 -1.682 0 0 7.900 -0.724 7.691 -1.844 2013 4 12.441 -2.429 0 0 13.432 -1.438 13.620 -2.160 2013 5 17.747 -1.643 0 0 18.810 -0.580 19.223 -1.078 2013 6 23.780 -0.195 0 0 24.888 0.913 25.684 0.799 2013 7 24.957 -1.868 0 0 25.983 -0.842 26.902 -0.834 2013 8 24.593 -1.510 0 0 25.359 -0.744 26.505 -0.509 2013 9 22.719 0.807 0 0 23.162 1.251 24.384 1.562 2013 10 14.032 -1.572 0 0 14.320 -1.284 16.120 -0.395 2013 11 8.931 0.426 1 0 NaN NaN NaN NaN