% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 159085 % Primary Name: THABAZIMBI % Record Type: TAVG % Country: South Africa % Latitude: -24.58278 +/- 0.00014 % Longitude: 27.41694 +/- 0.00014 % Elevation (m): 977.00 +/- 0.05 % # of Months: 187 % % IDs: gsod - 682530-99999 % icao - FATI % usaf - 682530 % wmo - 68253 % % Sources: Global Summary of the Day % World Meteorological Organization Metadata % % Site Hash: 1ffa62cd074ffe06b4bafd6c3a69d7c2 % Raw Data Hash: f28edfb5daefbc18db0a13d85981dd42 % Adj Data Hash: f06b179dd511e433058902d386ab60f2 % % 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 3 NaN NaN NaN NaN NaN NaN 21.286 -0.920 1997 4 NaN NaN NaN NaN NaN NaN 16.853 -1.780 1997 5 NaN NaN NaN NaN NaN NaN 13.862 -0.864 1997 6 NaN NaN NaN NaN NaN NaN 11.654 0.307 1997 7 NaN NaN NaN NaN NaN NaN 12.311 0.747 1997 8 NaN NaN NaN NaN NaN NaN 15.892 1.178 1997 9 NaN NaN NaN NaN NaN NaN 19.813 0.441 1997 10 NaN NaN NaN NaN NaN NaN 22.011 -0.255 1997 11 NaN NaN NaN NaN NaN NaN 23.631 0.428 1997 12 NaN NaN NaN NaN NaN NaN 25.192 1.498 1998 1 NaN NaN NaN NaN NaN NaN 24.202 -0.024 1998 2 NaN NaN NaN NaN NaN NaN 24.899 1.145 1998 3 27.068 3.952 1 0 NaN NaN 24.598 2.391 1998 4 21.739 2.196 1 0 NaN NaN 21.330 2.696 1998 5 16.532 0.897 1 0 NaN NaN 15.596 0.871 1998 6 13.099 0.842 1 0 NaN NaN 12.779 1.432 1998 7 13.260 0.786 1 0 NaN NaN 12.894 1.330 1998 8 16.197 0.573 1 0 NaN NaN 14.789 0.075 1998 9 23.397 3.115 1 0 NaN NaN 20.665 1.293 1998 10 23.516 0.340 1 0 NaN NaN 22.363 0.097 1998 11 23.363 -0.750 1 0 NaN NaN 23.331 0.127 1998 12 NaN NaN NaN NaN NaN NaN 22.862 -0.832 1999 1 23.929 -1.207 1 0 NaN NaN 24.621 0.394 1999 2 26.153 1.489 1 0 NaN NaN 25.010 1.256 1999 3 27.031 3.915 1 0 NaN NaN 24.099 1.892 1999 4 24.199 4.656 1 0 NaN NaN 20.619 1.986 1999 5 21.382 5.747 1 0 NaN NaN 16.585 1.859 1999 6 14.657 2.401 0 0 14.657 2.401 13.054 1.707 1999 7 13.561 1.087 1 0 NaN NaN 13.585 2.020 1999 8 16.281 0.657 1 0 NaN NaN 15.594 0.880 1999 9 19.667 -0.615 1 0 NaN NaN 18.986 -0.387 1999 10 24.162 0.986 1 0 NaN NaN 22.173 -0.093 1999 11 25.164 1.051 1 0 NaN NaN 24.971 1.767 1999 12 25.461 0.857 1 0 NaN NaN 23.463 -0.231 2000 1 23.180 -1.956 1 0 NaN NaN 22.250 -1.977 2000 2 24.797 0.134 1 0 NaN NaN 22.582 -1.172 2000 3 24.342 1.226 1 0 NaN NaN 22.373 0.167 2000 4 19.854 0.310 1 0 NaN NaN 17.877 -0.756 2000 5 14.366 -1.269 1 0 NaN NaN 13.660 -1.065 2000 6 14.548 2.291 1 0 NaN NaN 12.717 1.370 2000 7 13.395 0.921 1 0 NaN NaN 11.527 -0.037 2000 8 15.929 0.306 1 0 NaN NaN 15.626 0.912 2000 9 23.298 3.016 0 2 23.197 2.915 19.919 0.547 2000 10 26.539 3.363 1 0 NaN NaN 22.955 0.690 2000 11 24.990 0.877 1 0 NaN NaN 22.277 -0.927 2000 12 27.890 3.286 1 0 NaN NaN 23.892 0.198 2001 1 30.238 5.102 1 0 NaN NaN 25.767 1.541 2001 2 26.140 1.477 1 0 NaN NaN 23.700 -0.054 2001 3 23.662 0.546 1 0 NaN NaN 22.373 0.167 2001 4 22.992 3.449 1 0 NaN NaN 19.256 0.623 2001 5 14.610 -1.025 1 0 NaN NaN 15.039 0.313 2001 6 11.056 -1.201 0 0 11.562 -0.694 12.014 0.667 2001 7 11.268 -1.206 0 0 11.679 -0.795 11.750 0.186 2001 8 17.994 2.371 1 0 NaN NaN 15.885 1.171 2001 9 20.720 0.438 0 0 20.619 0.337 18.879 -0.493 2001 10 23.771 0.596 0 0 23.567 0.392 22.648 0.383 2001 11 22.793 -1.320 1 0 NaN NaN 21.790 -1.413 2001 12 24.960 0.356 1 0 NaN NaN 23.245 -0.449 2002 1 26.594 1.458 1 0 NaN NaN 24.871 0.644 2002 2 25.325 0.662 0 0 25.359 0.696 23.955 0.201 2002 3 23.411 0.295 0 0 23.493 0.377 23.419 1.212 2002 4 20.898 1.354 0 0 21.101 1.558 20.577 1.943 2002 5 16.388 0.753 1 0 NaN NaN 16.022 1.296 2002 6 12.747 0.490 1 0 NaN NaN 11.609 0.262 2002 7 11.497 -0.977 1 0 NaN NaN 12.017 0.453 2002 8 18.422 2.799 1 0 NaN NaN 16.471 1.756 2002 9 20.323 0.041 0 0 20.222 -0.060 19.226 -0.146 2002 10 24.343 1.168 0 0 24.140 0.964 22.724 0.459 2002 11 26.532 2.419 0 0 26.360 2.246 23.716 0.513 2002 12 26.254 1.650 1 0 NaN NaN 23.958 0.264 2003 1 26.914 1.778 1 0 NaN NaN 25.661 1.435 2003 2 26.267 1.604 0 0 26.301 1.637 25.351 1.597 2003 3 24.795 1.679 0 0 24.877 1.761 23.925 1.719 2003 4 23.987 4.443 1 0 NaN NaN 21.828 3.194 2003 5 16.670 1.034 1 0 NaN NaN 15.903 1.177 2003 6 13.111 0.855 0 0 13.618 1.361 12.541 1.194 2003 7 11.050 -1.424 1 0 NaN NaN 12.590 1.026 2003 8 15.899 0.275 0 0 16.046 0.423 14.780 0.066 2003 9 22.541 2.259 1 0 NaN NaN 20.603 1.231 2003 10 26.555 3.380 1 0 NaN NaN 23.874 1.609 2003 11 25.565 1.452 1 0 NaN NaN 24.193 0.989 2003 12 27.701 3.098 1 0 NaN NaN 25.944 2.250 2004 1 25.775 0.639 1 0 NaN NaN 24.656 0.429 2004 2 23.251 -1.412 0 0 23.285 -1.379 23.057 -0.697 2004 3 21.835 -1.281 0 0 21.917 -1.199 21.504 -0.703 2004 4 19.525 -0.019 0 0 19.728 0.185 18.876 0.243 2004 5 14.320 -1.315 0 0 14.712 -0.924 15.507 0.781 2004 6 11.169 -1.088 0 0 11.676 -0.581 11.532 0.185 2004 7 9.969 -2.505 0 0 10.380 -2.094 10.797 -0.768 2004 8 15.570 -0.054 1 0 NaN NaN 15.901 1.187 2004 9 19.722 -0.560 0 0 19.622 -0.660 18.418 -0.955 2004 10 24.559 1.384 0 0 24.355 1.180 22.882 0.616 2004 11 26.260 2.147 0 0 26.087 1.974 25.519 2.316 2004 12 24.899 0.295 1 0 NaN NaN 24.017 0.323 2005 1 25.700 0.564 0 0 25.689 0.553 24.862 0.636 2005 2 25.556 0.892 0 0 25.589 0.926 24.664 0.910 2005 3 23.372 0.256 0 0 23.454 0.338 22.502 0.296 2005 4 19.752 0.209 0 0 19.955 0.412 18.503 -0.131 2005 5 16.425 0.790 0 0 16.816 1.181 16.266 1.541 2005 6 13.855 1.599 0 0 14.362 2.105 13.948 2.601 2005 7 11.579 -0.895 0 0 11.991 -0.483 12.751 1.187 2005 8 18.521 2.897 0 0 18.669 3.045 17.314 2.600 2005 9 24.036 3.754 0 0 23.935 3.653 21.849 2.477 2005 10 27.012 3.837 0 0 26.809 3.633 24.435 2.170 2005 11 26.461 2.348 0 0 26.288 2.175 24.484 1.280 2005 12 24.623 0.020 0 0 24.536 -0.068 23.390 -0.304 2006 1 24.396 -0.740 0 0 24.385 -0.751 23.378 -0.848 2006 2 23.442 -1.222 0 0 23.476 -1.188 22.733 -1.021 2006 3 21.114 -2.003 0 0 21.195 -1.921 20.539 -1.668 2006 4 18.484 -1.059 0 0 18.687 -0.856 17.977 -0.657 2006 5 12.177 -3.459 0 0 12.568 -3.067 13.105 -1.620 2006 6 10.391 -1.865 0 0 10.898 -1.359 11.670 0.323 2006 7 12.082 -0.392 0 0 12.494 0.020 13.427 1.862 2006 8 15.151 -0.473 0 0 15.299 -0.325 13.809 -0.905 2006 9 20.016 -0.266 0 0 19.915 -0.367 18.914 -0.459 2006 10 25.197 2.021 0 0 24.993 1.818 23.589 1.323 2006 11 23.828 -0.285 0 0 23.655 -0.458 23.053 -0.151 2006 12 26.381 1.777 0 0 26.293 1.690 25.060 1.366 2007 1 25.730 0.594 0 0 25.719 0.583 24.949 0.722 2007 2 26.607 1.944 0 0 26.641 1.977 25.706 1.952 2007 3 25.864 2.748 0 0 25.946 2.830 24.331 2.125 2007 4 20.188 0.645 0 0 20.391 0.848 19.749 1.115 2007 5 11.507 -4.128 1 0 NaN NaN 14.916 0.190 2007 6 12.611 0.355 0 0 13.118 0.861 12.165 0.818 2007 7 11.333 -1.141 0 0 11.745 -0.729 11.694 0.130 2007 8 15.515 -0.109 0 0 15.663 0.039 14.990 0.276 2007 9 23.379 3.097 0 0 23.278 2.996 22.092 2.720 2007 10 22.290 -0.885 0 0 22.086 -1.089 20.628 -1.638 2007 11 24.244 0.131 0 0 24.071 -0.042 22.765 -0.439 2007 12 23.639 -0.965 0 0 23.551 -1.052 22.044 -1.650 2008 1 23.383 -1.753 0 0 23.372 -1.763 22.488 -1.738 2008 2 24.604 -0.060 1 0 NaN NaN 23.644 -0.110 2008 3 22.506 -0.610 1 0 NaN NaN 21.432 -0.775 2008 4 17.490 -2.054 0 0 17.693 -1.850 17.586 -1.048 2008 5 15.404 -0.231 0 0 15.795 0.160 15.777 1.051 2008 6 12.161 -0.095 0 0 12.668 0.411 12.391 1.044 2008 7 12.322 -0.152 0 0 12.734 0.260 12.331 0.766 2008 8 17.156 1.532 0 0 17.304 1.680 16.286 1.572 2008 9 21.706 1.424 0 0 21.605 1.323 19.955 0.583 2008 10 26.714 3.539 0 0 26.510 3.335 24.576 2.310 2008 11 25.395 1.282 1 0 NaN NaN 23.813 0.610 2008 12 27.882 3.279 1 0 NaN NaN 25.128 1.434 2009 1 25.287 0.152 0 0 25.277 0.141 24.073 -0.154 2009 2 24.596 -0.068 1 0 NaN NaN 22.782 -0.972 2009 3 21.431 -1.685 0 0 21.513 -1.603 21.277 -0.930 2009 4 19.372 -0.172 0 0 19.575 0.032 18.981 0.347 2009 5 15.872 0.237 0 0 16.263 0.628 15.371 0.646 2009 6 13.393 1.136 0 0 13.899 1.643 12.717 1.370 2009 7 10.282 -2.192 0 0 10.693 -1.781 10.509 -1.055 2009 8 15.239 -0.385 0 0 15.387 -0.237 14.621 -0.094 2009 9 22.590 2.308 0 0 22.490 2.208 21.003 1.631 2009 10 24.078 0.903 1 0 NaN NaN 22.876 0.610 2009 11 24.740 0.627 0 0 24.567 0.454 22.414 -0.789 2009 12 26.036 1.432 0 0 25.948 1.345 24.780 1.086 2010 1 25.538 0.402 0 0 25.527 0.391 23.996 -0.230 2010 2 25.667 1.003 0 0 25.700 1.037 24.558 0.804 2010 3 24.987 1.871 0 0 25.069 1.953 23.812 1.606 2010 4 19.965 0.422 0 0 20.168 0.625 18.999 0.365 2010 5 16.361 0.726 0 0 16.753 1.118 16.283 1.558 2010 6 11.304 -0.953 0 0 11.810 -0.446 11.282 -0.065 2010 7 14.108 1.633 0 0 14.519 2.045 12.857 1.292 2010 8 16.615 0.991 0 0 16.763 1.139 15.384 0.670 2010 9 22.356 2.074 0 0 22.255 1.973 21.073 1.700 2010 10 26.226 3.051 0 0 26.023 2.847 24.491 2.225 2010 11 25.124 1.011 0 0 24.951 0.838 23.761 0.557 2010 12 25.403 0.799 1 0 NaN NaN 23.788 0.094 2011 1 NaN NaN NaN NaN NaN NaN 22.863 -1.363 2011 2 24.540 -0.123 0 0 24.574 -0.090 23.223 -0.531 2011 3 24.293 1.177 0 0 24.375 1.259 23.566 1.359 2011 4 19.450 -0.093 0 4 18.819 -0.724 18.359 -0.275 2011 5 15.627 -0.008 0 0 14.412 -1.223 15.101 0.375 2011 6 11.635 -0.621 0 0 10.063 -2.194 10.922 -0.425 2011 7 10.692 -1.782 0 0 9.415 -3.059 10.393 -1.171 2011 8 15.026 -0.598 0 0 14.567 -1.057 13.978 -0.736 2011 9 23.184 2.902 1 0 NaN NaN 20.757 1.385 2011 10 22.189 -0.986 1 0 NaN NaN 22.594 0.329 2011 11 26.246 2.133 0 0 26.783 2.670 24.222 1.019 2011 12 25.847 1.243 0 0 26.118 1.514 23.604 -0.090 2012 1 25.734 0.598 0 0 25.768 0.632 24.743 0.516 2012 2 26.699 2.036 0 0 26.595 1.931 25.235 1.481 2012 3 24.197 1.081 0 0 23.943 0.827 23.313 1.106 2012 4 19.935 0.392 0 0 19.304 -0.239 18.630 -0.004 2012 5 16.726 1.091 0 0 15.510 -0.125 16.393 1.667 2012 6 13.249 0.992 0 0 11.677 -0.580 12.022 0.675 2012 7 14.366 1.892 0 0 13.089 0.614 13.048 1.484 2012 8 18.246 2.622 0 0 17.787 2.163 16.100 1.386 2012 9 21.900 1.618 0 0 22.213 1.931 19.621 0.249 2012 10 24.690 1.515 0 0 25.322 2.147 22.796 0.531 2012 11 26.078 1.965 0 0 26.614 2.501 24.456 1.253 2012 12 24.235 -0.369 0 0 24.506 -0.098 23.060 -0.634 2013 1 26.400 1.264 0 0 26.433 1.297 24.774 0.548 2013 2 26.239 1.576 0 0 26.135 1.471 25.154 1.400 2013 3 24.686 1.570 0 0 24.433 1.316 23.310 1.104 2013 4 19.724 0.181 0 0 19.093 -0.450 18.690 0.056 2013 5 15.796 0.161 0 0 14.580 -1.055 15.404 0.678 2013 6 13.693 1.436 0 0 12.120 -0.136 12.877 1.530 2013 7 14.231 1.757 0 0 12.954 0.480 13.358 1.793 2013 8 16.496 0.872 0 0 16.037 0.413 14.955 0.241 2013 9 23.685 3.403 0 0 23.998 3.716 21.324 1.951 2013 10 24.819 1.644 0 0 25.451 2.276 22.922 0.656 2013 11 25.680 1.567 1 0 NaN NaN NaN NaN