% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 12596 % Primary Name: APIAY (TMQ 53) % Record Type: TAVG % Country: Colombia % Latitude: 4.06700 +/- 0.00050 % Longitude: -73.55000 +/- 0.00050 % Elevation (m): 378.00 +/- 0.05 % # of Months: 100 % % IDs: gsod - 693774-99999 % icao - KQQY % usaf - 693774 % % Sources: Global Summary of the Day % % Site Hash: ac155055039f26390edd5e9b11c4ec6d % Raw Data Hash: 0dbd576851b3c86870cd4c066cc31563 % Adj Data Hash: 82bba26ab88937c226c6fa640e748aa2 % % 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 1 NaN NaN NaN NaN NaN NaN 26.131 0.724 2004 2 NaN NaN NaN NaN NaN NaN 27.277 1.203 2004 3 NaN NaN NaN NaN NaN NaN 26.970 1.155 2004 4 NaN NaN NaN NaN NaN NaN 25.164 0.443 2004 5 NaN NaN NaN NaN NaN NaN 24.704 0.374 2004 6 NaN NaN NaN NaN NaN NaN 24.237 0.549 2004 7 NaN NaN NaN NaN NaN NaN 23.744 0.236 2004 8 NaN NaN NaN NaN NaN NaN 24.791 0.779 2004 9 NaN NaN NaN NaN NaN NaN 24.885 0.295 2004 10 NaN NaN NaN NaN NaN NaN 25.293 0.722 2004 11 NaN NaN NaN NaN NaN NaN 25.385 0.695 2004 12 NaN NaN NaN NaN NaN NaN 25.433 0.688 2005 1 27.311 1.456 1 0 NaN NaN 25.992 0.585 2005 2 26.629 0.106 0 0 26.629 0.106 26.590 0.516 2005 3 27.204 0.941 0 0 27.204 0.941 27.105 1.290 2005 4 25.139 -0.031 0 0 25.139 -0.031 25.313 0.591 2005 5 25.280 0.501 0 0 25.280 0.501 25.188 0.858 2005 6 24.539 0.403 0 0 24.539 0.403 24.500 0.813 2005 7 25.019 1.063 1 0 NaN NaN 24.290 0.782 2005 8 24.693 0.233 0 0 24.693 0.233 24.662 0.649 2005 9 25.341 0.302 1 0 NaN NaN 25.338 0.748 2005 10 27.821 2.801 1 0 NaN NaN 25.050 0.478 2005 11 NaN NaN NaN NaN NaN NaN 25.115 0.426 2005 12 NaN NaN NaN NaN NaN NaN 25.547 0.802 2006 1 27.991 2.136 1 0 NaN NaN 25.640 0.233 2006 2 27.350 0.828 1 0 NaN NaN 26.781 0.706 2006 3 25.631 -0.632 0 0 25.631 -0.632 25.805 -0.010 2006 4 25.648 0.478 0 0 25.648 0.478 25.038 0.317 2006 5 24.611 -0.167 0 0 24.611 -0.167 24.486 0.156 2006 6 24.478 0.342 0 0 24.478 0.342 24.125 0.437 2006 7 24.669 0.713 0 0 24.669 0.713 24.170 0.662 2006 8 25.115 0.654 0 0 25.115 0.654 24.989 0.977 2006 9 25.869 0.830 0 0 25.869 0.830 25.597 1.006 2006 10 26.352 1.332 1 0 NaN NaN 25.313 0.741 2006 11 25.540 0.402 0 0 25.540 0.402 25.154 0.464 2006 12 26.717 1.523 0 0 26.717 1.523 25.558 0.813 2007 1 27.769 1.914 0 0 27.769 1.914 26.750 1.343 2007 2 29.099 2.577 0 0 29.099 2.577 28.069 1.995 2007 3 27.353 1.090 0 0 27.353 1.090 26.834 1.019 2007 4 26.276 1.106 0 0 26.276 1.106 25.412 0.690 2007 5 25.043 0.264 0 0 25.043 0.264 24.778 0.448 2007 6 23.791 -0.345 0 0 23.791 -0.345 23.994 0.306 2007 7 24.930 0.974 0 0 24.930 0.974 24.376 0.868 2007 8 24.754 0.294 0 0 24.754 0.294 24.318 0.305 2007 9 25.170 0.132 0 0 25.170 0.132 25.066 0.476 2007 10 25.443 0.423 0 0 25.443 0.423 24.784 0.213 2007 11 26.228 1.090 0 0 26.228 1.090 25.459 0.769 2007 12 26.163 0.969 0 0 26.163 0.969 25.067 0.322 2008 1 27.502 1.647 0 0 27.502 1.647 25.821 0.414 2008 2 27.285 0.763 0 0 27.285 0.763 26.576 0.502 2008 3 27.681 1.418 0 0 27.681 1.418 26.784 0.970 2008 4 25.970 0.800 0 0 25.970 0.800 25.258 0.536 2008 5 24.875 0.096 0 0 24.875 0.096 24.516 0.185 2008 6 24.189 0.053 0 0 24.189 0.053 23.865 0.177 2008 7 24.122 0.166 0 0 24.122 0.166 23.638 0.130 2008 8 25.183 0.722 0 0 25.183 0.722 24.472 0.459 2008 9 25.633 0.595 0 0 25.633 0.595 24.987 0.396 2008 10 25.703 0.683 0 0 25.703 0.683 24.920 0.349 2008 11 26.021 0.883 0 0 26.021 0.883 25.171 0.481 2008 12 26.423 1.230 0 0 26.423 1.230 25.150 0.405 2009 1 26.095 0.240 0 0 26.095 0.240 25.414 0.007 2009 2 27.004 0.481 0 0 27.004 0.481 26.267 0.193 2009 3 26.333 0.070 0 0 26.333 0.070 25.812 -0.002 2009 4 25.472 0.302 0 0 25.472 0.302 25.059 0.338 2009 5 25.677 0.899 0 0 25.677 0.899 25.130 0.799 2009 6 24.667 0.531 0 0 24.667 0.531 24.379 0.691 2009 7 24.434 0.478 0 0 24.434 0.478 24.189 0.681 2009 8 25.366 0.905 0 0 25.366 0.905 25.184 1.172 2009 9 26.231 1.193 0 0 26.231 1.193 25.976 1.385 2009 10 26.177 1.157 0 0 26.177 1.157 25.662 1.090 2009 11 26.617 1.479 0 0 26.617 1.479 25.680 0.991 2009 12 27.174 1.980 0 0 27.174 1.980 26.295 1.550 2010 1 28.228 2.372 0 0 28.228 2.372 27.198 1.791 2010 2 28.964 2.442 0 0 28.964 2.442 28.280 2.206 2010 3 27.068 0.805 0 0 27.068 0.805 27.181 1.366 2010 4 25.881 0.712 0 0 25.881 0.712 25.606 0.884 2010 5 25.690 0.911 0 0 25.690 0.911 25.413 1.082 2010 6 24.700 0.564 0 0 24.700 0.564 24.394 0.707 2010 7 24.448 0.492 0 0 24.448 0.492 23.922 0.414 2010 8 24.970 0.510 0 0 24.970 0.510 24.773 0.761 2010 9 25.850 0.811 0 0 25.850 0.811 25.252 0.661 2010 10 25.796 0.776 0 0 25.796 0.776 25.219 0.648 2010 11 25.829 0.691 0 0 25.829 0.691 24.978 0.288 2010 12 25.703 0.509 1 0 NaN NaN 25.116 0.371 2011 1 27.494 1.638 1 0 NaN NaN 26.017 0.610 2011 2 26.643 0.120 0 0 26.643 0.120 26.216 0.141 2011 3 25.691 -0.572 0 0 25.691 -0.572 25.596 -0.219 2011 4 25.316 0.146 0 0 25.316 0.146 25.139 0.417 2011 5 24.590 -0.189 0 0 24.590 -0.189 24.624 0.294 2011 6 24.967 0.831 0 0 24.967 0.831 24.418 0.731 2011 7 24.731 0.775 0 0 24.731 0.775 24.249 0.741 2011 8 25.274 0.813 0 0 25.274 0.813 24.978 0.965 2011 9 25.498 0.459 0 0 25.498 0.459 25.507 0.917 2011 10 25.794 0.774 0 0 25.794 0.774 25.204 0.632 2011 11 25.704 0.566 0 0 25.704 0.566 25.142 0.453 2011 12 26.075 0.882 0 0 26.075 0.882 25.104 0.359 2012 1 26.776 0.921 0 0 26.776 0.921 25.702 0.295 2012 2 26.646 0.123 0 0 26.646 0.123 26.287 0.212 2012 3 25.213 -1.050 0 0 25.213 -1.050 25.848 0.033 2012 4 24.893 -0.277 0 0 24.893 -0.277 24.686 -0.036 2012 5 24.901 0.123 0 0 24.901 0.123 24.819 0.488 2012 6 24.557 0.421 0 0 24.557 0.421 24.542 0.854 2012 7 23.993 0.037 0 0 23.993 0.037 24.033 0.526 2012 8 24.665 0.204 0 0 24.665 0.204 24.644 0.631 2012 9 25.207 0.169 0 0 25.207 0.169 25.241 0.650 2012 10 25.826 0.806 0 0 25.826 0.806 25.306 0.734 2012 11 26.352 1.214 0 0 26.352 1.214 25.830 1.141 2012 12 27.006 1.813 1 0 NaN NaN 25.325 0.579 2013 1 29.975 4.120 1 0 NaN NaN 26.783 1.376 2013 2 27.399 0.876 0 0 27.399 0.876 26.796 0.722 2013 3 26.725 0.462 1 0 NaN NaN 26.650 0.836 2013 4 26.206 1.036 0 0 26.206 1.036 25.835 1.113 2013 5 25.355 0.576 0 0 25.355 0.576 24.951 0.621 2013 6 24.906 0.770 1 0 NaN NaN 24.680 0.992 2013 7 NaN NaN NaN NaN NaN NaN 24.203 0.695 2013 8 NaN NaN NaN NaN NaN NaN 24.655 0.642 2013 9 NaN NaN NaN NaN NaN NaN 25.573 0.983 2013 10 NaN NaN NaN NaN NaN NaN 25.557 0.985