% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 30134 % Primary Name: FLAGSTAFF, AZ % Record Type: TAVG % Country: United States % State: AZ % Latitude: 35.22332 +/- 0.00682 % Longitude: -111.81915 +/- 0.00265 % Elevation (m): 2181.28 +/- 0.78 % # of Months: 182 % % Alternate Names: FLAGSTAFF % % IDs: gsod - 723760-99999 % usaf - 723760 % wmo - 72376 % % Sources: Global Summary of the Day % World Meteorological Organization Metadata % % Site Hash: c117bc8a04f31501ac4d8da1c1252d01 % Raw Data Hash: ce2e2302c254fafb766f795311552b9b % Adj Data Hash: 3cacd7d8ece75774b188e413859e5b07 % % 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 1997 10 NaN NaN NaN NaN NaN NaN 12.860 -0.403 1997 11 NaN NaN NaN NaN NaN NaN 7.837 1.272 1997 12 NaN NaN NaN NaN NaN NaN 1.007 -1.138 1998 1 NaN NaN NaN NaN NaN NaN 3.970 2.241 1998 2 NaN NaN NaN NaN NaN NaN 2.634 -1.353 1998 3 NaN NaN NaN NaN NaN NaN 6.092 -0.519 1998 4 NaN NaN NaN NaN NaN NaN 8.071 -2.423 1998 5 NaN NaN NaN NaN NaN NaN 13.923 -1.386 1998 6 NaN NaN NaN NaN NaN NaN 19.048 -1.693 1998 7 NaN NaN NaN NaN NaN NaN 24.771 0.670 1998 8 NaN NaN NaN NaN NaN NaN 23.628 1.009 1998 9 NaN NaN NaN NaN NaN NaN 20.641 1.241 1998 10 11.763 0.025 1 0 NaN NaN 13.189 -0.075 1998 11 4.934 -0.105 1 0 NaN NaN 7.664 1.098 1998 12 -0.602 -1.221 0 0 -0.602 -1.221 3.131 0.986 1999 1 1.504 1.302 0 0 1.504 1.302 4.481 2.752 1999 2 3.735 1.275 0 0 3.735 1.275 6.111 2.124 1999 3 8.829 3.745 0 0 8.829 3.745 8.655 2.044 1999 4 7.657 -1.311 1 0 NaN NaN 8.429 -2.065 1999 5 15.021 1.239 0 0 15.021 1.239 15.121 -0.187 1999 6 20.357 1.143 0 0 20.357 1.143 20.463 -0.278 1999 7 23.385 0.810 0 0 23.385 0.810 23.193 -0.908 1999 8 21.655 0.562 0 0 21.655 0.562 22.089 -0.531 1999 9 17.714 -0.160 0 0 17.714 -0.160 19.492 0.092 1999 10 11.813 0.076 0 0 11.813 0.076 14.772 1.508 1999 11 5.877 0.839 0 0 5.877 0.839 9.812 3.247 1999 12 -1.300 -1.918 1 0 NaN NaN 2.239 0.094 2000 1 1.347 1.145 0 0 1.347 1.145 4.711 2.982 2000 2 4.278 1.817 0 0 4.278 1.817 6.471 2.484 2000 3 6.193 1.109 0 0 6.193 1.109 6.816 0.205 2000 4 12.498 3.530 0 0 12.498 3.530 13.310 2.816 2000 5 18.117 4.334 0 0 18.117 4.334 18.294 2.985 2000 6 23.139 3.925 0 0 23.139 3.925 22.506 1.765 2000 7 25.151 2.576 0 0 25.151 2.576 25.283 1.181 2000 8 24.481 3.388 1 0 NaN NaN 23.046 0.426 2000 9 20.101 2.227 0 0 20.101 2.227 21.501 2.101 2000 10 11.422 -0.315 0 0 11.422 -0.315 12.999 -0.264 2000 11 1.427 -3.612 0 0 1.427 -3.612 3.598 -2.967 2000 12 -0.161 -0.780 0 0 -0.161 -0.780 4.018 1.873 2001 1 -1.519 -1.722 0 0 -1.519 -1.722 1.619 -0.110 2001 2 1.797 -0.663 0 0 1.797 -0.663 4.020 0.034 2001 3 6.917 1.832 0 0 6.917 1.832 7.721 1.110 2001 4 11.909 2.942 0 0 11.909 2.942 11.064 0.569 2001 5 16.852 3.069 1 0 NaN NaN 18.043 2.734 2001 6 22.288 3.073 0 0 22.288 3.073 22.070 1.329 2001 7 24.924 2.349 0 0 24.924 2.349 24.096 -0.006 2001 8 22.549 1.455 0 0 22.549 1.455 22.694 0.075 2001 9 20.004 2.130 0 0 20.004 2.130 21.583 2.183 2001 10 13.373 1.636 0 0 13.373 1.636 15.532 2.269 2001 11 6.083 1.045 0 0 6.083 1.045 8.543 1.977 2001 12 -1.480 -2.098 0 0 -1.480 -2.098 1.416 -0.729 2002 1 -0.732 -0.934 0 0 -0.732 -0.934 2.914 1.185 2002 2 0.420 -2.041 0 0 0.420 -2.041 4.693 0.706 2002 3 5.446 0.362 0 0 5.446 0.362 6.725 0.114 2002 4 13.071 4.103 0 0 13.071 4.103 13.696 3.202 2002 5 16.175 2.393 1 0 NaN NaN 16.289 0.980 2002 6 23.317 4.103 1 0 NaN NaN 22.898 2.157 2002 7 25.613 3.038 1 0 NaN NaN 25.838 1.737 2002 8 23.387 2.294 0 0 23.387 2.294 23.563 0.944 2002 9 18.247 0.373 0 0 18.247 0.373 20.311 0.911 2002 10 10.093 -1.644 0 0 10.093 -1.644 12.902 -0.362 2002 11 3.694 -1.344 0 0 3.694 -1.344 7.625 1.060 2002 12 -0.794 -1.413 0 0 -0.794 -1.413 1.749 -0.396 2003 1 1.843 1.641 0 0 1.843 1.641 6.233 4.504 2003 2 2.164 -0.296 0 0 2.164 -0.296 4.571 0.584 2003 3 5.567 0.482 0 0 5.567 0.482 6.850 0.239 2003 4 10.936 1.969 0 0 10.936 1.969 9.888 -0.606 2003 5 17.143 3.360 0 0 17.143 3.360 17.052 1.743 2003 6 21.615 2.401 0 0 21.615 2.401 21.623 0.882 2003 7 26.451 3.876 1 0 NaN NaN 26.534 2.433 2003 8 23.866 2.773 0 0 23.866 2.773 23.715 1.095 2003 9 18.494 0.620 0 0 18.494 0.620 21.013 1.612 2003 10 14.263 2.526 0 0 14.263 2.526 16.688 3.424 2003 11 4.482 -0.557 0 0 4.482 -0.557 6.721 0.156 2003 12 0.362 -0.257 0 0 0.362 -0.257 3.036 0.891 2004 1 -0.728 -0.931 0 0 -0.728 -0.931 2.973 1.244 2004 2 0.541 -1.920 0 0 0.541 -1.920 2.767 -1.220 2004 3 9.850 4.765 0 0 9.850 4.765 10.796 4.185 2004 4 10.996 2.028 0 0 10.996 2.028 10.955 0.461 2004 5 17.305 3.522 0 0 17.305 3.522 16.802 1.493 2004 6 22.013 2.799 0 0 22.013 2.799 21.239 0.498 2004 7 24.733 2.158 0 0 24.733 2.158 24.044 -0.057 2004 8 23.201 2.108 0 0 23.201 2.108 21.912 -0.708 2004 9 18.096 0.222 0 0 18.096 0.222 19.423 0.023 2004 10 11.240 -0.497 0 0 11.240 -0.497 12.926 -0.338 2004 11 4.120 -0.918 0 0 4.120 -0.918 6.044 -0.521 2004 12 -0.724 -1.343 0 0 -0.724 -1.343 2.978 0.833 2005 1 2.688 2.486 0 0 2.688 2.486 4.621 2.892 2005 2 3.611 1.151 0 0 3.611 1.151 5.344 1.357 2005 3 6.149 1.064 0 0 6.149 1.064 6.625 0.014 2005 4 10.994 2.027 0 0 10.994 2.027 10.956 0.461 2005 5 17.154 3.372 0 0 17.154 3.372 16.709 1.400 2005 6 21.428 2.213 0 0 21.428 2.213 20.500 -0.240 2005 7 26.837 4.262 1 0 NaN NaN 25.621 1.520 2005 8 23.034 1.941 0 0 23.034 1.941 22.137 -0.482 2005 9 19.806 1.932 0 0 19.806 1.932 20.565 1.164 2005 10 12.520 0.782 0 0 12.520 0.782 14.622 1.358 2005 11 5.122 0.083 0 0 5.122 0.083 8.362 1.797 2005 12 -0.735 -1.354 0 0 -0.735 -1.354 3.847 1.702 2006 1 -0.054 -0.256 0 0 -0.054 -0.256 3.700 1.971 2006 2 2.069 -0.391 0 0 2.069 -0.391 5.877 1.890 2006 3 6.072 0.987 0 0 6.072 0.987 5.509 -1.102 2006 4 12.357 3.390 0 0 12.357 3.390 11.991 1.497 2006 5 18.715 4.933 0 0 18.715 4.933 17.919 2.610 2006 6 23.648 4.434 0 0 23.648 4.434 23.520 2.779 2006 7 24.996 2.421 0 0 24.996 2.421 25.440 1.338 2006 8 23.027 1.934 0 0 23.027 1.934 22.182 -0.438 2006 9 15.720 -2.154 0 0 15.720 -2.154 18.329 -1.071 2006 10 10.369 -1.368 0 0 10.369 -1.368 12.877 -0.387 2006 11 5.002 -0.037 0 0 5.002 -0.037 8.479 1.913 2006 12 -1.339 -1.957 0 0 -1.339 -1.957 2.546 0.401 2007 1 -2.896 -3.099 0 0 -2.896 -3.099 0.716 -1.013 2007 2 2.302 -0.159 0 0 2.302 -0.159 4.930 0.943 2007 3 7.568 2.483 0 0 7.568 2.483 9.034 2.422 2007 4 11.500 2.532 0 0 11.500 2.532 11.974 1.480 2007 5 16.120 2.338 0 0 16.120 2.338 16.817 1.509 2007 6 22.959 3.745 0 0 22.959 3.745 22.329 1.588 2007 7 25.353 2.778 1 0 NaN NaN 25.456 1.355 2007 8 24.920 3.827 1 0 NaN NaN 23.772 1.153 2007 9 19.543 1.669 0 0 19.543 1.669 20.735 1.335 2007 10 11.993 0.255 0 0 11.993 0.255 14.400 1.136 2007 11 5.861 0.822 0 0 5.861 0.822 10.062 3.496 2007 12 -1.070 -1.689 0 0 -1.070 -1.689 1.391 -0.755 2008 1 -4.733 -4.936 0 0 -4.733 -4.936 0.972 -0.757 2008 2 0.761 -1.700 0 0 0.761 -1.700 4.233 0.246 2008 3 6.109 1.025 0 0 6.109 1.025 7.465 0.854 2008 4 10.361 1.393 0 0 10.361 1.393 11.128 0.634 2008 5 15.179 1.397 0 0 15.179 1.397 14.026 -1.283 2008 6 21.985 2.771 0 0 21.985 2.771 21.899 1.159 2008 7 25.088 2.513 0 0 25.088 2.513 24.501 0.399 2008 8 24.156 3.063 1 0 NaN NaN 23.254 0.634 2008 9 19.074 1.200 0 0 19.074 1.200 20.383 0.982 2008 10 11.943 0.205 0 0 11.943 0.205 14.263 0.999 2008 11 5.767 0.728 0 0 5.767 0.728 8.670 2.105 2008 12 -0.509 -1.128 0 0 -0.509 -1.128 3.050 0.905 2009 1 -0.496 -0.699 0 0 -0.496 -0.699 4.195 2.466 2009 2 3.109 0.649 0 0 3.109 0.649 5.190 1.203 2009 3 7.140 2.055 0 0 7.140 2.055 8.015 1.404 2009 4 10.317 1.349 0 0 10.317 1.349 10.546 0.052 2009 5 18.131 4.348 0 0 18.131 4.348 17.932 2.623 2009 6 20.341 1.126 0 0 20.341 1.126 19.570 -1.171 2009 7 26.043 3.468 1 0 NaN NaN 25.620 1.519 2009 8 23.661 2.568 0 0 23.661 2.568 23.339 0.720 2009 9 19.020 1.146 0 0 19.020 1.146 20.309 0.909 2009 10 10.018 -1.720 0 0 10.018 -1.720 12.590 -0.674 2009 11 4.807 -0.231 0 0 4.807 -0.231 8.492 1.927 2009 12 -3.022 -3.640 0 0 -3.022 -3.640 0.395 -1.751 2010 1 -3.681 -3.884 0 0 -3.681 -3.884 2.069 0.340 2010 2 0.887 -1.573 0 0 0.887 -1.573 3.551 -0.436 2010 3 5.127 0.043 0 0 5.127 0.043 6.193 -0.418 2010 4 10.861 1.893 0 0 10.861 1.893 10.297 -0.197 2010 5 14.977 1.194 0 0 14.977 1.194 14.205 -1.104 2010 6 22.504 3.289 0 0 22.504 3.289 21.368 0.627 2010 7 25.041 2.466 0 0 25.041 2.466 24.936 0.834 2010 8 22.559 1.466 0 0 22.559 1.466 22.860 0.240 2010 9 19.659 1.785 0 0 19.659 1.785 21.520 2.120 2010 10 12.826 1.089 0 0 12.826 1.089 14.449 1.185 2010 11 3.437 -1.602 0 0 3.437 -1.602 5.907 -0.658 2010 12 2.539 1.921 0 0 2.539 1.921 5.230 3.085 2011 1 -4.418 -4.620 0 0 -4.418 -4.620 1.874 0.145 2011 2 0.056 -2.405 0 0 0.056 -2.405 2.221 -1.766 2011 3 7.636 2.551 0 0 7.636 2.551 8.649 2.038 2011 4 11.224 2.256 0 0 11.224 2.256 11.652 1.157 2011 5 14.339 0.556 0 0 14.339 0.556 13.929 -1.379 2011 6 22.707 3.493 0 0 22.707 3.493 21.233 0.492 2011 7 25.651 3.076 1 0 NaN NaN 24.655 0.554 2011 8 25.357 4.263 1 0 NaN NaN 24.625 2.006 2011 9 19.121 1.247 0 0 19.121 1.247 20.917 1.517 2011 10 11.398 -0.340 0 0 11.398 -0.340 14.143 0.879 2011 11 4.048 -0.991 0 0 4.048 -0.991 6.534 -0.031 2011 12 -1.274 -1.893 0 0 -1.274 -1.893 0.988 -1.157 2012 1 -0.480 -0.683 0 0 -0.480 -0.683 4.289 2.560 2012 2 2.138 -0.322 0 0 2.138 -0.322 4.448 0.461 2012 3 7.043 1.958 0 0 7.043 1.958 7.457 0.846 2012 4 12.628 3.660 0 0 12.628 3.660 12.790 2.296 2012 5 17.875 4.092 0 0 17.875 4.092 17.147 1.838 2012 6 24.574 5.360 1 0 NaN NaN 23.101 2.360 2012 7 25.121 2.546 0 0 25.121 2.546 24.536 0.435 2012 8 24.823 3.729 1 0 NaN NaN 23.884 1.265 2012 9 19.483 1.609 0 0 19.483 1.609 20.459 1.059 2012 10 12.421 0.684 0 0 12.421 0.684 14.965 1.701 2012 11 5.072 0.033 0 0 5.072 0.033 8.933 2.368 2012 12 -0.889 -1.508 0 0 -0.889 -1.508 2.438 0.293 2013 1 -5.038 -5.240 0 0 -5.038 -5.240 0.176 -1.553 2013 2 -0.050 -2.510 0 0 -0.050 -2.510 2.359 -1.628 2013 3 6.970 1.885 0 0 6.970 1.885 8.956 2.345 2013 4 10.969 2.001 0 0 10.969 2.001 11.804 1.310 2013 5 16.441 2.658 0 0 16.441 2.658 16.016 0.707 2013 6 23.702 4.488 0 0 23.702 4.488 23.472 2.732 2013 7 25.314 2.739 1 0 NaN NaN 24.610 0.509 2013 8 23.210 2.116 0 0 23.210 2.116 22.524 -0.096 2013 9 19.217 1.343 0 0 19.217 1.343 19.739 0.339 2013 10 9.871 -1.867 0 0 9.871 -1.867 12.117 -1.147 2013 11 5.612 0.573 1 0 NaN NaN NaN NaN