% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 172317 % Primary Name: KELLIHER MINNESOTA % Record Type: TAVG % Country: United States % State: MN % Latitude: 47.94250 +/- 0.00005 % Longitude: -94.45500 +/- 0.00005 % Elevation (m): 412.10 +/- 0.50 % # of Months: 127 % % IDs: ghcnd - USR0000MKLL % % Sources: Global Historical Climatology Network - Daily % % Site Hash: 9411e013c2a91adbf25a225553b5aac6 % Raw Data Hash: ea71a8d286f287ac28750f9de6c5b2f2 % Adj Data Hash: c155af196c7d11b26d1649819c531d3d % % 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 1 NaN NaN NaN NaN NaN NaN -10.335 5.442 2002 2 NaN NaN NaN NaN NaN NaN -5.796 6.040 2002 3 NaN NaN NaN NaN NaN NaN -8.583 -3.595 2002 4 NaN NaN NaN NaN NaN NaN 3.537 -0.558 2002 5 NaN NaN NaN NaN NaN NaN 8.888 -2.536 2002 6 NaN NaN NaN NaN NaN NaN 18.171 1.509 2002 7 NaN NaN NaN NaN NaN NaN 21.347 1.967 2002 8 NaN NaN NaN NaN NaN NaN 18.597 0.595 2002 9 NaN NaN NaN NaN NaN NaN 14.388 1.880 2002 10 NaN NaN NaN NaN NaN NaN 2.926 -3.761 2002 11 NaN NaN NaN NaN NaN NaN -3.573 -0.925 2002 12 NaN NaN NaN NaN NaN NaN -7.487 3.936 2003 1 10.300 26.307 1 0 NaN NaN -14.528 1.249 2003 2 NaN NaN NaN NaN NaN NaN -13.321 -1.485 2003 3 NaN NaN NaN NaN NaN NaN -5.037 -0.049 2003 4 NaN NaN NaN NaN NaN NaN 4.928 0.833 2003 5 13.811 2.618 1 0 NaN NaN 12.047 0.624 2003 6 17.105 0.672 0 0 16.851 0.418 16.622 -0.040 2003 7 19.664 0.514 0 0 19.410 0.260 19.571 0.191 2003 8 20.661 2.889 0 0 20.407 2.635 20.694 2.693 2003 9 13.292 1.013 0 0 13.037 0.758 13.108 0.599 2003 10 7.327 0.870 0 0 7.073 0.616 7.929 1.242 2003 11 -4.668 -1.790 0 0 -4.923 -2.045 -3.525 -0.877 2003 12 -7.306 4.347 0 0 -7.561 4.092 -7.474 3.950 2004 1 -17.663 -1.656 0 0 -17.917 -1.910 -18.135 -2.358 2004 2 -8.284 3.782 0 0 -8.539 3.527 -8.191 3.646 2004 3 -2.927 2.290 0 0 -3.182 2.036 -2.760 2.228 2004 4 4.120 0.255 0 0 3.866 0.000 4.700 0.605 2004 5 8.765 -2.429 0 0 8.510 -2.683 9.031 -2.392 2004 6 14.315 -2.118 0 0 14.061 -2.372 14.693 -1.969 2004 7 18.255 -0.895 0 0 18.001 -1.149 18.435 -0.945 2004 8 14.666 -3.106 0 0 14.412 -3.360 14.936 -3.065 2004 9 15.940 3.661 0 0 15.686 3.407 15.260 2.751 2004 10 7.218 0.761 0 0 6.963 0.506 8.227 1.540 2004 11 0.055 2.933 0 0 -0.199 2.678 0.598 3.246 2004 12 -10.603 1.050 0 0 -10.858 0.795 -11.096 0.327 2005 1 -15.294 0.714 0 0 -15.548 0.459 -16.396 -0.618 2005 2 -8.461 3.606 0 0 -8.715 3.351 -7.676 4.161 2005 3 -4.400 0.818 0 0 -4.654 0.563 -5.218 -0.230 2005 4 7.997 4.131 0 0 7.742 3.877 7.642 3.547 2005 5 10.965 -0.229 0 0 10.710 -0.483 10.616 -0.807 2005 6 18.338 1.906 0 0 18.084 1.651 18.172 1.510 2005 7 20.352 1.202 0 0 20.097 0.947 20.493 1.113 2005 8 18.126 0.354 0 0 17.871 0.099 18.256 0.254 2005 9 15.222 2.943 0 0 14.967 2.688 14.525 2.017 2005 10 7.373 0.915 0 0 7.118 0.661 8.396 1.709 2005 11 -1.847 1.031 0 0 -2.101 0.777 -0.908 1.740 2005 12 -8.294 3.360 0 0 -8.548 3.105 -8.707 2.716 2006 1 -5.416 10.591 0 0 -5.671 10.337 -6.326 9.452 2006 2 -12.964 -0.898 0 0 -13.219 -1.153 -12.231 -0.394 2006 3 -1.697 3.521 0 0 -1.951 3.267 -2.294 2.694 2006 4 8.748 4.883 0 0 8.494 4.629 8.477 4.382 2006 5 12.824 1.631 0 0 12.570 1.376 13.118 1.695 2006 6 18.047 1.614 0 0 17.792 1.360 17.473 0.811 2006 7 22.197 3.047 0 0 21.942 2.792 22.280 2.900 2006 8 19.029 1.257 0 0 18.775 1.003 19.018 1.016 2006 9 13.582 1.303 0 0 13.327 1.048 12.200 -0.308 2006 10 4.421 -2.036 0 0 4.166 -2.291 5.211 -1.476 2006 11 -1.250 1.628 0 0 -1.504 1.373 -0.561 2.088 2006 12 -5.792 5.861 0 0 -6.046 5.607 -6.074 5.349 2007 1 -11.147 4.861 0 0 -11.401 4.606 -12.001 3.777 2007 2 -14.732 -2.666 0 0 -14.987 -2.920 -14.296 -2.460 2007 3 -1.708 3.510 0 0 -1.963 3.255 -1.835 3.153 2007 4 4.082 0.216 0 0 3.827 -0.038 4.089 -0.006 2007 5 13.624 2.431 0 0 13.370 2.176 13.563 2.140 2007 6 18.931 2.498 0 0 18.677 2.244 18.459 1.797 2007 7 20.574 1.424 0 0 20.320 1.170 20.407 1.027 2007 8 18.173 0.401 0 0 17.918 0.146 18.203 0.202 2007 9 12.604 0.325 0 4 12.841 0.562 13.042 0.533 2007 10 10.296 3.839 1 0 NaN NaN 9.292 2.605 2007 11 -2.637 0.241 0 0 -2.400 0.478 -1.756 0.892 2007 12 -12.369 -0.716 0 0 -12.132 -0.479 -12.339 -0.915 2008 1 -14.447 1.561 0 0 -14.210 1.798 -14.754 1.023 2008 2 -14.538 -2.472 0 0 -14.301 -2.235 -13.265 -1.429 2008 3 -5.977 -0.760 0 0 -5.740 -0.522 -6.259 -1.271 2008 4 2.805 -1.060 0 0 3.042 -0.823 3.182 -0.913 2008 5 8.555 -2.639 0 0 8.792 -2.401 9.374 -2.049 2008 6 14.940 -1.493 0 0 15.177 -1.255 15.701 -0.962 2008 7 17.866 -1.284 0 0 18.103 -1.047 18.810 -0.570 2008 8 18.211 0.439 0 0 18.448 0.677 18.537 0.536 2008 9 13.298 1.020 0 0 13.535 1.257 13.045 0.537 2008 10 6.594 0.136 0 0 6.831 0.373 7.763 1.076 2008 11 -1.950 0.928 0 0 -1.713 1.165 -1.519 1.129 2008 12 -16.818 -5.165 0 0 -16.581 -4.928 -16.048 -4.624 2009 1 -18.176 -2.168 0 0 -17.939 -1.931 -18.772 -2.994 2009 2 -11.845 0.222 0 0 -11.608 0.459 -10.244 1.593 2009 3 -4.745 0.473 0 0 -4.508 0.710 -5.009 -0.021 2009 4 4.267 0.401 0 0 4.504 0.638 4.700 0.605 2009 5 9.311 -1.882 0 0 9.548 -1.645 10.391 -1.032 2009 6 15.010 -1.423 0 0 15.247 -1.185 15.526 -1.136 2009 7 15.871 -3.279 0 0 16.108 -3.042 16.604 -2.776 2009 8 16.547 -1.225 0 0 16.784 -0.988 17.029 -0.973 2009 9 16.668 4.390 0 0 16.905 4.627 16.002 3.494 2009 10 3.277 -3.180 0 0 3.515 -2.943 4.629 -2.058 2009 11 2.285 5.163 0 0 2.522 5.400 2.525 5.173 2009 12 -12.663 -1.010 0 0 -12.426 -0.773 -12.272 -0.849 2010 1 -12.556 3.451 0 0 -12.319 3.688 -13.957 1.820 2010 2 -10.536 1.531 0 0 -10.299 1.768 -10.231 1.605 2010 3 2.042 7.260 0 0 2.279 7.497 1.907 6.895 2010 4 8.583 4.718 0 0 8.820 4.955 8.721 4.626 2010 5 11.961 0.768 0 0 12.198 1.005 12.737 1.314 2010 6 15.512 -0.921 0 0 15.749 -0.684 16.234 -0.428 2010 7 19.690 0.540 0 0 19.927 0.777 20.520 1.140 2010 8 19.619 1.847 0 0 19.856 2.085 20.278 2.276 2010 9 10.982 -1.297 0 0 11.219 -1.060 10.763 -1.746 2010 10 8.416 1.959 0 0 8.653 2.196 9.407 2.720 2010 11 -1.925 0.953 0 0 -1.688 1.190 -0.977 1.671 2010 12 -12.750 -1.097 0 0 -12.513 -0.860 -12.261 -0.838 2011 1 -17.160 -1.152 0 0 -16.923 -0.915 -16.856 -1.078 2011 2 -11.805 0.261 0 0 -11.568 0.498 -10.800 1.037 2011 3 -5.337 -0.119 0 0 -5.100 0.118 -5.322 -0.334 2011 4 4.512 0.646 0 0 4.749 0.883 4.535 0.440 2011 5 10.400 -0.793 0 0 10.637 -0.556 11.295 -0.129 2011 6 15.193 -1.239 0 0 15.430 -1.002 15.844 -0.818 2011 7 19.994 0.844 0 0 20.231 1.081 21.355 1.975 2011 8 18.461 0.689 0 0 18.698 0.927 19.538 1.536 2011 9 12.312 0.033 0 0 12.549 0.270 12.509 0.001 2011 10 8.589 2.131 0 0 8.826 2.369 9.875 3.188 2011 11 -1.057 1.821 0 0 -0.820 2.058 -0.103 2.545 2011 12 -7.045 4.608 0 0 -6.808 4.845 -6.787 4.637 2012 1 -9.919 6.088 0 0 -9.682 6.325 -9.964 5.814 2012 2 -7.322 4.744 0 0 -7.085 4.981 -6.102 5.735 2012 3 3.394 8.611 0 0 3.631 8.849 3.349 8.337 2012 4 6.070 2.205 0 4 6.080 2.214 5.878 1.783 2012 5 12.542 1.349 0 0 12.552 1.358 13.257 1.834 2012 6 17.803 1.371 0 0 17.813 1.380 18.133 1.471 2012 7 21.845 2.695 0 0 21.855 2.705 22.261 2.881 2012 8 18.137 0.365 0 0 18.147 0.375 18.598 0.597 2012 9 12.360 0.081 0 0 12.370 0.091 12.078 -0.431 2012 10 5.018 -1.439 0 0 5.027 -1.430 6.213 -0.474 2012 11 -2.338 0.540 0 0 -2.329 0.549 -1.442 1.206 2012 12 -10.795 0.858 0 0 -10.785 0.868 -10.033 1.390 2013 1 -13.506 2.501 0 0 -13.497 2.511 -13.758 2.020 2013 2 -11.345 0.722 0 0 -11.335 0.731 -11.317 0.519 2013 3 -6.623 -1.405 0 0 -6.613 -1.395 -6.977 -1.989 2013 4 0.488 -3.377 0 0 0.498 -3.367 0.666 -3.429 2013 5 11.194 0.000 0 0 11.203 0.010 10.808 -0.615 2013 6 16.530 0.097 0 0 16.540 0.107 16.404 -0.258 2013 7 19.598 0.448 0 0 19.608 0.458 19.691 0.311 2013 8 18.677 0.906 0 0 18.687 0.915 19.108 1.106 2013 9 15.315 3.036 0 0 15.325 3.046 14.555 2.046 2013 10 10.517 4.059 1 0 NaN NaN 7.188 0.501