% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 18404 % Primary Name: MARIENTAL % Record Type: TAVG % Country: Namibia % Latitude: -24.60000 +/- 0.00050 % Longitude: 17.93300 +/- 0.00050 % Elevation (m): 1113.00 +/- 0.05 % # of Months: 80 % % IDs: gsod - 681041-99999 % icao - FYML % usaf - 681041 % % Sources: Global Summary of the Day % % Site Hash: 54b0dcc2b43ada986a768274fff6093f % Raw Data Hash: 347f935d50a2eb0b697e22a34511db8a % Adj Data Hash: 9bc48a6623f824e08da2ea850613979a % % 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 2004 2 NaN NaN NaN NaN NaN NaN 26.499 1.318 2004 3 NaN NaN NaN NaN NaN NaN 24.722 1.251 2004 4 NaN NaN NaN NaN NaN NaN 21.532 1.624 2004 5 NaN NaN NaN NaN NaN NaN 18.103 2.014 2004 6 NaN NaN NaN NaN NaN NaN 13.901 0.773 2004 7 NaN NaN NaN NaN NaN NaN 13.343 0.447 2004 8 NaN NaN NaN NaN NaN NaN 16.320 1.028 2004 9 NaN NaN NaN NaN NaN NaN 19.902 0.384 2004 10 NaN NaN NaN NaN NaN NaN 23.184 0.889 2004 11 NaN NaN NaN NaN NaN NaN 26.617 2.030 2004 12 NaN NaN NaN NaN NaN NaN 27.422 1.492 2005 1 NaN NaN NaN NaN NaN NaN 27.411 1.057 2005 2 27.267 1.419 1 0 NaN NaN 26.490 1.309 2005 3 25.804 1.666 1 0 NaN NaN 24.389 0.918 2005 4 21.735 1.159 0 0 21.870 1.294 20.681 0.772 2005 5 18.565 1.809 0 0 18.700 1.944 17.321 1.233 2005 6 15.080 1.286 0 0 15.216 1.421 14.198 1.071 2005 7 16.653 3.091 1 0 NaN NaN 14.703 1.807 2005 8 15.557 -0.402 0 0 15.693 -0.266 14.880 -0.413 2005 9 21.878 1.693 0 0 22.013 1.828 20.948 1.430 2005 10 24.396 1.434 0 0 24.531 1.569 23.239 0.943 2005 11 25.667 0.412 0 0 25.802 0.548 24.809 0.222 2005 12 28.174 1.577 0 0 28.310 1.712 27.111 1.180 2006 1 26.783 -0.238 0 0 26.919 -0.102 26.014 -0.339 2006 2 25.194 -0.653 0 0 25.330 -0.518 24.401 -0.780 2006 3 23.815 -0.323 0 0 23.951 -0.188 23.098 -0.374 2006 4 20.302 -0.274 0 0 20.437 -0.138 20.076 0.168 2006 5 14.208 -2.548 0 0 14.343 -2.413 14.420 -1.669 2006 6 12.609 -1.185 0 0 12.745 -1.050 13.153 0.025 2006 7 12.308 -1.254 0 0 12.444 -1.119 12.945 0.050 2006 8 13.463 -2.496 0 0 13.598 -2.361 13.800 -1.493 2006 9 20.952 0.767 0 0 21.088 0.903 20.750 1.231 2006 10 24.174 1.212 0 0 24.310 1.347 23.206 0.910 2006 11 26.014 0.760 0 0 26.149 0.895 25.489 0.902 2006 12 27.247 0.650 1 0 NaN NaN 26.676 0.746 2007 1 NaN NaN NaN NaN NaN NaN 27.774 1.420 2007 2 NaN NaN NaN NaN NaN NaN 26.929 1.748 2007 3 NaN NaN NaN NaN NaN NaN 25.550 2.078 2007 4 NaN NaN NaN NaN NaN NaN 21.481 1.572 2007 5 NaN NaN NaN NaN NaN NaN 16.725 0.636 2007 6 NaN NaN NaN NaN NaN NaN 12.371 -0.756 2007 7 NaN NaN NaN NaN NaN NaN 13.473 0.577 2007 8 NaN NaN NaN NaN NaN NaN 14.686 -0.607 2007 9 NaN NaN NaN NaN NaN NaN 21.039 1.521 2007 10 NaN NaN NaN NaN NaN NaN 22.506 0.211 2007 11 NaN NaN NaN NaN NaN NaN 24.459 -0.129 2007 12 NaN NaN NaN NaN NaN NaN 26.286 0.355 2008 1 NaN NaN NaN NaN NaN NaN 26.793 0.439 2008 2 NaN NaN NaN NaN NaN NaN 25.298 0.117 2008 3 NaN NaN NaN NaN NaN NaN 23.759 0.287 2008 4 NaN NaN NaN NaN NaN NaN 19.614 -0.294 2008 5 NaN NaN NaN NaN NaN NaN 16.869 0.780 2008 6 12.098 -1.697 1 0 NaN NaN 14.042 0.914 2008 7 14.723 1.160 1 0 NaN NaN 13.731 0.836 2008 8 15.877 -0.083 1 0 NaN NaN 16.666 1.373 2008 9 NaN NaN NaN NaN NaN NaN 19.457 -0.062 2008 10 NaN NaN NaN NaN NaN NaN 23.368 1.073 2008 11 NaN NaN NaN NaN NaN NaN 25.209 0.622 2008 12 NaN NaN NaN NaN NaN NaN 26.318 0.387 2009 1 NaN NaN NaN NaN NaN NaN 26.149 -0.205 2009 2 NaN NaN NaN NaN NaN NaN 25.306 0.125 2009 3 19.840 -4.299 1 0 NaN NaN 22.716 -0.755 2009 4 19.408 -1.168 1 0 NaN NaN 20.631 0.722 2009 5 NaN NaN NaN NaN NaN NaN 16.106 0.017 2009 6 10.474 -3.321 1 0 NaN NaN 13.255 0.127 2009 7 11.835 -1.727 0 2 11.760 -1.803 12.967 0.072 2009 8 15.691 -0.268 0 0 15.615 -0.344 15.691 0.398 2009 9 22.264 2.079 0 0 22.188 2.003 21.003 1.485 2009 10 24.229 1.267 0 0 24.154 1.191 23.323 1.028 2009 11 24.740 -0.514 0 0 24.664 -0.590 24.495 -0.092 2009 12 27.086 0.489 1 0 NaN NaN 27.725 1.795 2010 1 26.073 -0.948 0 0 25.997 -1.024 25.501 -0.853 2010 2 26.667 0.819 0 0 26.591 0.743 25.826 0.645 2010 3 26.548 2.410 0 0 26.473 2.334 25.878 2.406 2010 4 22.035 1.460 0 0 21.960 1.384 20.920 1.011 2010 5 16.735 -0.021 0 0 16.660 -0.096 16.947 0.858 2010 6 12.107 -1.688 0 0 12.031 -1.763 12.799 -0.328 2010 7 14.164 0.601 1 0 NaN NaN 14.837 1.941 2010 8 22.127 6.168 1 0 NaN NaN 17.274 1.982 2010 9 23.029 2.844 0 0 22.953 2.768 21.964 2.445 2010 10 24.784 1.821 0 0 24.708 1.746 23.403 1.108 2010 11 25.170 -0.085 1 0 NaN NaN 25.051 0.464 2010 12 28.013 1.415 1 0 NaN NaN 26.967 1.036 2011 1 26.658 -0.362 0 0 26.583 -0.438 26.037 -0.317 2011 2 25.141 -0.707 0 0 25.065 -0.783 24.769 -0.412 2011 3 23.801 -0.337 0 0 23.725 -0.413 23.823 0.351 2011 4 20.171 -0.404 0 0 20.095 -0.480 19.766 -0.143 2011 5 15.477 -1.279 0 0 15.401 -1.355 15.468 -0.620 2011 6 12.215 -1.580 0 0 12.139 -1.655 11.829 -1.299 2011 7 9.655 -3.907 1 0 NaN NaN 12.555 -0.340 2011 8 13.498 -2.461 1 0 NaN NaN 15.258 -0.034 2011 9 20.696 0.511 1 0 NaN NaN 20.672 1.154 2011 10 24.222 1.260 0 0 24.147 1.184 22.702 0.407 2011 11 25.826 0.572 0 0 25.750 0.496 24.818 0.230 2011 12 27.165 0.568 1 0 NaN NaN 26.280 0.350 2012 1 28.755 1.734 0 0 28.679 1.659 27.588 1.234 2012 2 26.051 0.203 0 0 25.975 0.128 24.921 -0.260 2012 3 26.760 2.622 1 0 NaN NaN 24.992 1.520 2012 4 21.350 0.774 1 0 NaN NaN 19.924 0.016 2012 5 16.234 -0.522 1 0 NaN NaN 17.074 0.985 2012 6 13.511 -0.284 1 0 NaN NaN 12.863 -0.265 2012 7 12.902 -0.660 0 0 12.827 -0.736 13.161 0.265 2012 8 16.886 0.927 1 0 NaN NaN 15.218 -0.074 2012 9 19.202 -0.983 0 0 19.126 -1.059 19.001 -0.517 2012 10 24.830 1.867 0 0 24.754 1.792 23.635 1.340 2012 11 28.341 3.087 0 0 28.266 3.011 26.838 2.251 2012 12 28.563 1.965 0 0 28.487 1.890 27.362 1.432 2013 1 30.376 3.355 0 0 30.300 3.279 28.947 2.593 2013 2 30.278 4.430 0 0 30.202 4.354 28.310 3.129 2013 3 27.661 3.523 0 0 27.586 3.447 26.522 3.050 2013 4 22.313 1.738 1 0 NaN NaN 20.494 0.585 2013 5 NaN NaN NaN NaN NaN NaN 17.755 1.666 2013 6 NaN NaN NaN NaN NaN NaN 14.220 1.093 2013 7 13.830 0.268 1 0 NaN NaN 13.762 0.866 2013 8 15.876 -0.083 0 0 15.801 -0.159 14.764 -0.529 2013 9 20.439 0.254 0 0 20.363 0.178 19.371 -0.147 2013 10 25.692 2.730 0 0 25.616 2.654 23.856 1.560 2013 11 25.761 0.507 1 0 NaN NaN NaN NaN