% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 147154 % Primary Name: FORT LEWIS/GRAY AAF % Record Type: TAVG % Country: United States % State: WA % Latitude: 47.12000 +/- 0.00500 % Longitude: -122.55000 +/- 0.00500 % Elevation (m): 92.00 +/- 0.05 % # of Months: 78 % % IDs: gsod - 742071-99999 % icao - KGRF % usaf - 742071 % % Sources: Global Summary of the Day % % Site Hash: 591a5850eff6a14cabb0fe46a57d6ad7 % Raw Data Hash: 300f370e92d3ecc57547bf25b2d0b1ec % Adj Data Hash: 197a1a76b35c84deedfdd3a3c8241bd8 % % 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 7 NaN NaN NaN NaN NaN NaN 17.421 2.050 2003 8 NaN NaN NaN NaN NaN NaN 16.499 1.311 2003 9 NaN NaN NaN NaN NaN NaN 14.650 1.937 2003 10 NaN NaN NaN NaN NaN NaN 10.148 1.956 2003 11 NaN NaN NaN NaN NaN NaN 2.309 -1.490 2003 12 NaN NaN NaN NaN NaN NaN 2.171 0.635 2004 1 NaN NaN NaN NaN NaN NaN 1.312 0.918 2004 2 NaN NaN NaN NaN NaN NaN 4.225 1.690 2004 3 NaN NaN NaN NaN NaN NaN 5.387 1.902 2004 4 NaN NaN NaN NaN NaN NaN 8.251 2.172 2004 5 NaN NaN NaN NaN NaN NaN 10.467 0.732 2004 6 NaN NaN NaN NaN NaN NaN 14.200 1.527 2004 7 22.182 4.910 1 0 NaN NaN 17.642 2.271 2004 8 19.543 2.455 0 0 19.892 2.803 17.398 2.210 2004 9 15.150 0.536 0 0 15.499 0.885 12.391 -0.322 2004 10 10.717 0.624 0 0 11.065 0.972 9.203 1.011 2004 11 5.893 0.192 0 0 6.241 0.541 4.575 0.776 2004 12 5.545 2.108 1 0 NaN NaN 3.554 2.018 2005 1 4.548 2.253 0 0 4.896 2.602 2.488 2.094 2005 2 3.194 -1.242 0 0 3.543 -0.893 4.192 1.657 2005 3 8.073 2.687 0 0 8.422 3.036 5.886 2.401 2005 4 9.172 1.193 0 0 9.521 1.541 6.828 0.749 2005 5 13.575 1.940 0 0 13.924 2.288 11.645 1.910 2005 6 14.320 -0.254 0 0 14.669 0.095 12.063 -0.610 2005 7 17.711 0.439 0 0 18.060 0.788 16.079 0.707 2005 8 17.866 0.777 0 0 18.214 1.126 16.605 1.418 2005 9 13.335 -1.278 0 0 13.684 -0.930 12.124 -0.588 2005 10 10.797 0.704 0 0 11.146 1.053 9.394 1.201 2005 11 4.887 -0.813 0 0 5.236 -0.465 3.467 -0.332 2005 12 2.862 -0.574 0 0 3.211 -0.226 2.165 0.629 2006 1 5.380 3.085 0 0 5.728 3.434 3.374 2.980 2006 2 3.349 -1.087 0 0 3.698 -0.739 2.623 0.088 2006 3 5.573 0.187 0 0 5.922 0.536 3.681 0.196 2006 4 7.922 -0.057 0 0 8.271 0.291 6.516 0.438 2006 5 10.833 -0.802 0 0 11.182 -0.454 10.538 0.803 2006 6 13.963 -0.611 0 0 14.311 -0.263 13.739 1.066 2006 7 18.993 1.720 0 0 19.341 2.069 17.114 1.743 2006 8 17.346 0.258 0 0 17.694 0.606 15.633 0.446 2006 9 15.578 0.964 0 0 15.926 1.313 14.166 1.454 2006 10 10.007 -0.086 0 0 10.356 0.262 8.625 0.433 2006 11 6.717 1.016 0 0 7.065 1.365 3.597 -0.202 2006 12 3.920 0.484 0 0 4.269 0.832 2.251 0.715 2007 1 1.989 -0.306 0 0 2.337 0.042 0.602 0.209 2007 2 5.569 1.133 0 4 5.354 0.918 4.451 1.916 2007 3 8.002 2.616 0 0 7.787 2.401 4.942 1.457 2007 4 9.111 1.132 0 0 8.896 0.917 6.131 0.053 2007 5 12.292 0.657 0 0 12.077 0.442 10.297 0.562 2007 6 14.830 0.256 0 0 14.615 0.041 12.114 -0.559 2007 7 18.853 1.581 0 0 18.638 1.366 17.144 1.773 2007 8 17.401 0.313 0 0 17.186 0.098 15.171 -0.016 2007 9 14.471 -0.142 0 0 14.256 -0.357 12.669 -0.043 2007 10 9.378 -0.715 0 0 9.163 -0.930 7.654 -0.538 2007 11 5.863 0.163 0 0 5.648 -0.052 3.845 0.046 2007 12 3.907 0.470 0 0 3.692 0.255 1.527 -0.008 2008 1 2.470 0.175 0 0 2.254 -0.040 -0.048 -0.442 2008 2 5.021 0.585 0 0 4.806 0.370 4.058 1.522 2008 3 4.948 -0.438 0 0 4.733 -0.653 2.583 -0.902 2008 4 6.857 -1.122 0 0 6.642 -1.337 3.992 -2.087 2008 5 12.511 0.875 0 0 12.296 0.660 10.096 0.362 2008 6 14.224 -0.350 0 0 14.009 -0.565 11.220 -1.453 2008 7 17.367 0.095 0 0 17.152 -0.120 15.467 0.096 2008 8 18.048 0.960 0 0 17.833 0.745 15.717 0.530 2008 9 15.309 0.696 0 0 15.094 0.481 13.530 0.817 2008 10 9.939 -0.154 0 0 9.724 -0.369 8.228 0.035 2008 11 8.239 2.539 0 0 8.024 2.324 6.235 2.436 2008 12 2.518 -0.919 0 0 2.303 -1.134 -0.080 -1.615 2009 1 3.315 1.021 0 0 3.100 0.806 1.264 0.870 2009 2 3.435 -1.002 0 0 3.219 -1.217 3.127 0.592 2009 3 4.751 -0.635 0 0 4.536 -0.850 1.717 -1.768 2009 4 8.635 0.656 0 0 8.420 0.441 5.599 -0.479 2009 5 12.556 0.920 0 0 12.341 0.705 10.125 0.391 2009 6 16.820 2.246 0 0 16.605 2.031 13.834 1.161 2009 7 19.808 2.536 0 0 19.593 2.321 18.048 2.677 2009 8 17.701 0.612 0 0 17.486 0.397 15.948 0.761 2009 9 15.637 1.023 0 0 15.422 0.808 14.251 1.539 2009 10 10.004 -0.090 0 0 9.789 -0.305 7.807 -0.385 2009 11 7.185 1.485 0 0 6.970 1.270 4.593 0.794 2009 12 0.864 -2.573 0 0 0.649 -2.788 -0.035 -1.571 2010 1 7.100 4.806 0 0 6.885 4.591 4.238 3.844 2010 2 6.208 1.772 0 0 5.993 1.557 5.479 2.943 2010 3 7.065 1.679 0 0 6.849 1.463 4.700 1.215 2010 4 8.719 0.739 0 0 8.503 0.524 5.688 -0.391 2010 5 10.884 -0.752 0 0 10.668 -0.967 8.403 -1.331 2010 6 14.009 -0.565 0 0 13.794 -0.780 11.347 -1.326 2010 7 16.991 -0.281 0 0 16.776 -0.496 15.735 0.364 2010 8 17.482 0.394 0 0 17.267 0.179 15.534 0.347 2010 9 15.146 0.533 0 0 14.931 0.318 13.212 0.499 2010 10 10.358 0.265 0 0 10.143 0.050 9.094 0.901 2010 11 5.689 -0.011 0 0 5.474 -0.226 2.995 -0.804 2010 12 5.011 1.574 0 0 4.796 1.359 2.632 1.096 2011 1 NaN NaN NaN NaN NaN NaN 2.151 1.757 2011 2 NaN NaN NaN NaN NaN NaN 1.744 -0.792 2011 3 NaN NaN NaN NaN NaN NaN 3.371 -0.114 2011 4 NaN NaN NaN NaN NaN NaN 3.555 -2.523 2011 5 NaN NaN NaN NaN NaN NaN 7.922 -1.812 2011 6 NaN NaN NaN NaN NaN NaN 11.322 -1.351 2011 7 NaN NaN NaN NaN NaN NaN 14.300 -1.072 2011 8 NaN NaN NaN NaN NaN NaN 15.683 0.495 2011 9 NaN NaN NaN NaN NaN NaN 15.184 2.471 2011 10 NaN NaN NaN NaN NaN NaN 8.342 0.150 2011 11 NaN NaN NaN NaN NaN NaN 2.795 -1.005 2011 12 NaN NaN NaN NaN NaN NaN 1.934 0.398