% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 171569 % Primary Name: STAFFORD KANSAS % Record Type: TAVG % Country: United States % State: KS % Latitude: 38.16690 +/- 0.00005 % Longitude: -98.50000 +/- 0.00005 % Elevation (m): 540.40 +/- 0.50 % # of Months: 127 % % IDs: ghcnd - USR0000KSTA % % Sources: Global Historical Climatology Network - Daily % % Site Hash: 78a1e99218eddc7f7a99cfc9b6c12b32 % Raw Data Hash: e0a9920a14d862624fe86e7d7caf314e % Adj Data Hash: a8ae4b1156a441d20f7f88412db9bdbd % % 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 2002 2 NaN NaN NaN NaN NaN NaN 3.040 1.003 2002 3 NaN NaN NaN NaN NaN NaN 4.816 -2.056 2002 4 NaN NaN NaN NaN NaN NaN 14.836 1.325 2002 5 NaN NaN NaN NaN NaN NaN 17.683 -1.171 2002 6 NaN NaN NaN NaN NaN NaN 25.386 1.105 2002 7 NaN NaN NaN NaN NaN NaN 27.968 0.736 2002 8 NaN NaN NaN NaN NaN NaN 27.127 0.733 2002 9 NaN NaN NaN NaN NaN NaN 22.910 1.466 2002 10 NaN NaN NaN NaN NaN NaN 12.013 -3.057 2002 11 NaN NaN NaN NaN NaN NaN 6.900 -0.084 2002 12 NaN NaN NaN NaN NaN NaN 2.681 1.290 2003 1 NaN NaN NaN NaN NaN NaN -0.243 0.930 2003 2 -5.083 -6.184 1 0 NaN NaN 0.708 -1.329 2003 3 6.289 0.354 0 0 6.289 0.354 6.971 0.099 2003 4 12.877 0.302 0 0 12.877 0.302 14.719 1.207 2003 5 16.316 -1.601 0 0 16.316 -1.601 18.271 -0.583 2003 6 NaN NaN NaN NaN NaN NaN 22.926 -1.354 2003 7 NaN NaN NaN NaN NaN NaN 29.233 2.001 2003 8 26.921 1.464 0 0 26.921 1.464 28.371 1.977 2003 9 18.490 -2.017 0 0 18.490 -2.017 19.263 -2.180 2003 10 14.445 0.312 0 0 14.445 0.312 15.643 0.574 2003 11 6.271 0.224 1 0 NaN NaN 7.400 0.416 2003 12 0.841 0.387 0 0 0.841 0.387 2.963 1.573 2004 1 -1.294 0.816 0 0 -1.294 0.816 -0.427 0.746 2004 2 0.347 -0.754 0 0 0.347 -0.754 0.776 -1.261 2004 3 9.760 3.825 0 0 9.760 3.825 9.803 2.931 2004 4 NaN NaN NaN NaN NaN NaN 14.104 0.592 2004 5 20.042 2.125 0 0 20.042 2.125 20.632 1.778 2004 6 22.197 -1.147 0 0 22.197 -1.147 23.413 -0.868 2004 7 24.797 -1.498 0 0 24.797 -1.498 25.550 -1.682 2004 8 22.798 -2.658 0 0 22.798 -2.658 24.124 -2.269 2004 9 21.927 1.420 0 0 21.927 1.420 22.943 1.499 2004 10 14.890 0.758 0 0 14.890 0.758 16.448 1.378 2004 11 7.539 1.492 0 0 7.539 1.492 8.359 1.376 2004 12 2.933 2.480 0 0 2.933 2.480 3.155 1.764 2005 1 -1.348 0.762 0 0 -1.348 0.762 -0.842 0.332 2005 2 4.863 3.762 0 0 4.863 3.762 5.082 3.045 2005 3 7.916 1.981 0 0 7.916 1.981 7.648 0.776 2005 4 13.465 0.890 0 0 13.465 0.890 14.188 0.676 2005 5 19.131 1.213 0 0 19.131 1.213 19.239 0.384 2005 6 24.305 0.961 0 0 24.305 0.961 25.380 1.099 2005 7 25.894 -0.401 0 0 25.894 -0.401 27.147 -0.085 2005 8 25.084 -0.373 0 0 25.084 -0.373 26.570 0.176 2005 9 23.083 2.577 0 0 23.083 2.577 23.564 2.120 2005 10 14.744 0.611 0 0 14.744 0.611 16.035 0.965 2005 11 8.237 2.190 0 0 8.237 2.190 9.162 2.179 2005 12 -0.602 -1.055 0 0 -0.602 -1.055 0.424 -0.967 2006 1 5.974 8.084 0 0 5.974 8.084 5.760 6.933 2006 2 1.713 0.612 0 0 1.713 0.612 2.298 0.261 2006 3 7.977 2.042 0 0 7.977 2.042 8.583 1.711 2006 4 16.393 3.819 0 0 16.393 3.819 17.336 3.825 2006 5 19.369 1.452 0 0 19.369 1.452 19.913 1.059 2006 6 24.957 1.613 0 0 24.957 1.613 25.469 1.188 2006 7 27.753 1.458 0 0 27.753 1.458 28.861 1.629 2006 8 26.039 0.582 0 0 26.039 0.582 27.923 1.529 2006 9 18.323 -2.183 0 0 18.323 -2.183 19.522 -1.921 2006 10 13.044 -1.089 0 0 13.044 -1.089 14.939 -0.131 2006 11 6.878 0.832 0 0 6.878 0.832 8.512 1.529 2006 12 3.137 2.683 0 0 3.137 2.683 3.917 2.527 2007 1 -1.473 0.638 0 0 -1.473 0.638 -1.373 -0.200 2007 2 0.177 -0.923 0 0 0.177 -0.923 0.597 -1.440 2007 3 11.865 5.929 0 0 11.865 5.929 12.088 5.216 2007 4 11.170 -1.405 0 0 11.170 -1.405 11.862 -1.649 2007 5 19.885 1.968 0 0 19.885 1.968 19.863 1.009 2007 6 22.913 -0.431 0 0 22.913 -0.431 23.579 -0.702 2007 7 26.206 -0.088 0 0 26.206 -0.088 26.637 -0.595 2007 8 27.773 2.316 0 0 27.773 2.316 28.876 2.483 2007 9 21.832 1.325 0 0 21.832 1.325 22.712 1.269 2007 10 15.513 1.380 0 0 15.513 1.380 16.825 1.756 2007 11 6.800 0.754 0 0 6.800 0.754 7.937 0.954 2007 12 -1.513 -1.967 0 0 -1.513 -1.967 -0.177 -1.568 2008 1 -0.426 1.684 0 0 -0.426 1.684 -0.107 1.066 2008 2 0.862 -0.238 0 0 0.862 -0.238 1.039 -0.998 2008 3 6.245 0.310 0 0 6.245 0.310 6.898 0.026 2008 4 10.717 -1.858 0 0 10.717 -1.858 11.822 -1.689 2008 5 17.916 -0.001 0 0 17.916 -0.001 18.677 -0.178 2008 6 23.802 0.458 0 0 23.802 0.458 25.011 0.730 2008 7 25.777 -0.518 0 0 25.777 -0.518 27.076 -0.156 2008 8 24.108 -1.349 0 0 24.108 -1.349 25.508 -0.886 2008 9 19.228 -1.278 0 0 19.228 -1.278 20.010 -1.433 2008 10 13.519 -0.613 0 0 13.519 -0.613 14.650 -0.419 2008 11 7.025 0.979 0 0 7.025 0.979 7.960 0.977 2008 12 -0.640 -1.093 0 0 -0.640 -1.093 0.339 -1.052 2009 1 -0.095 2.015 1 0 NaN NaN -0.515 0.658 2009 2 4.352 3.252 0 0 4.352 3.252 5.694 3.656 2009 3 7.185 1.250 0 0 7.185 1.250 7.543 0.670 2009 4 12.148 -0.426 0 0 12.148 -0.426 12.732 -0.780 2009 5 17.897 -0.020 0 0 17.897 -0.020 18.252 -0.602 2009 6 24.455 1.111 0 0 24.455 1.111 25.961 1.680 2009 7 24.503 -1.792 0 0 24.503 -1.792 25.817 -1.415 2009 8 23.542 -1.915 0 0 23.542 -1.915 24.848 -1.546 2009 9 18.642 -1.865 0 0 18.642 -1.865 19.577 -1.867 2009 10 9.627 -4.505 0 0 9.627 -4.505 11.239 -3.831 2009 11 8.870 2.824 0 0 8.870 2.824 10.129 3.146 2009 12 -2.869 -3.323 0 0 -2.869 -3.323 -1.298 -2.689 2010 1 -2.397 -0.287 0 0 -2.397 -0.287 -2.523 -1.349 2010 2 -0.711 -1.811 0 0 -0.711 -1.811 -0.127 -2.165 2010 3 7.094 1.158 0 0 7.094 1.158 7.303 0.431 2010 4 14.725 2.150 0 0 14.725 2.150 16.088 2.576 2010 5 17.473 -0.445 0 0 17.473 -0.445 18.340 -0.514 2010 6 25.763 2.419 0 0 25.763 2.419 26.973 2.692 2010 7 26.608 0.313 0 0 26.608 0.313 28.048 0.816 2010 8 26.256 0.800 0 0 26.256 0.800 28.187 1.793 2010 9 21.727 1.220 0 0 21.727 1.220 22.827 1.383 2010 10 15.397 1.264 0 0 15.397 1.264 16.874 1.804 2010 11 7.136 1.090 1 0 NaN NaN 7.942 0.958 2010 12 0.121 -0.333 0 0 0.121 -0.333 1.268 -0.122 2011 1 -1.929 0.181 0 0 -1.929 0.181 -2.201 -1.028 2011 2 -0.207 -1.307 0 0 -0.207 -1.307 0.065 -1.972 2011 3 7.098 1.163 0 0 7.098 1.163 7.736 0.864 2011 4 13.400 0.825 0 0 13.400 0.825 14.760 1.248 2011 5 18.097 0.180 0 0 18.097 0.180 18.751 -0.103 2011 6 26.300 2.956 0 0 26.300 2.956 27.519 3.238 2011 7 30.624 4.329 0 0 30.624 4.329 31.758 4.527 2011 8 28.169 2.713 0 0 28.169 2.713 29.439 3.046 2011 9 18.777 -1.730 0 0 18.777 -1.730 20.406 -1.037 2011 10 14.205 0.072 0 0 14.205 0.072 16.003 0.933 2011 11 6.475 0.429 0 0 6.475 0.429 7.506 0.523 2011 12 1.013 0.560 0 0 1.013 0.560 2.506 1.115 2012 1 2.376 4.486 0 0 2.376 4.486 2.680 3.853 2012 2 2.997 1.896 0 0 2.997 1.896 3.959 1.922 2012 3 13.737 7.802 0 0 13.737 7.802 13.558 6.686 2012 4 15.658 3.084 0 0 15.658 3.084 16.738 3.227 2012 5 21.358 3.441 0 0 21.358 3.441 22.068 3.214 2012 6 25.750 2.406 0 0 25.750 2.406 26.209 1.928 2012 7 29.560 3.265 0 0 29.560 3.265 30.959 3.727 2012 8 24.369 -1.087 0 0 24.369 -1.087 26.271 -0.123 2012 9 20.008 -0.498 0 0 20.008 -0.498 21.543 0.099 2012 10 12.531 -1.602 0 0 12.531 -1.602 14.453 -0.616 2012 11 8.190 2.144 0 0 8.190 2.144 9.328 2.344 2012 12 1.240 0.787 0 0 1.240 0.787 3.070 1.680 2013 1 0.734 2.844 0 0 0.734 2.844 1.123 2.297 2013 2 0.641 -0.459 0 0 0.641 -0.459 1.603 -0.435 2013 3 4.935 -1.000 0 0 4.935 -1.000 4.892 -1.980 2013 4 9.788 -2.786 0 0 9.788 -2.786 10.382 -3.129 2013 5 17.798 -0.119 0 0 17.798 -0.119 18.012 -0.842 2013 6 24.547 1.203 0 0 24.547 1.203 25.340 1.059 2013 7 24.892 -1.403 0 0 24.892 -1.403 26.193 -1.039 2013 8 24.803 -0.653 0 0 24.803 -0.653 25.660 -0.733 2013 9 22.493 1.987 0 0 22.493 1.987 23.234 1.790 2013 10 13.105 -1.028 0 0 13.105 -1.028 14.778 -0.292 2013 11 9.442 3.395 1 0 NaN NaN NaN NaN