% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 37723 % Primary Name: MARSHALL TOWN MUNI % Record Type: TAVG % Country: United States % State: IA % Latitude: 42.11200 +/- 0.00150 % Longitude: -92.91700 +/- 0.00150 % Elevation (m): 296.95 +/- 0.10 % # of Months: 203 % % IDs: gsod - 725461-94988 % gsod - 725461-99999 % icao - KMIW % usaf - 725461 % wban - 94988 % % Sources: Global Summary of the Day % % Site Hash: 3f0173491c5fe347db285a5681fd6b95 % Raw Data Hash: 62e6294e664e7a3a47854635a3734834 % Adj Data Hash: c01ef8e182cf6a037e37998261fa0092 % % 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 1996 1 NaN NaN NaN NaN NaN NaN -10.411 -0.963 1996 2 NaN NaN NaN NaN NaN NaN -5.346 0.481 1996 3 NaN NaN NaN NaN NaN NaN -2.267 -2.385 1996 4 NaN NaN NaN NaN NaN NaN 7.547 -1.229 1996 5 NaN NaN NaN NaN NaN NaN 13.612 -1.973 1996 6 NaN NaN NaN NaN NaN NaN 21.218 0.429 1996 7 NaN NaN NaN NaN NaN NaN 21.637 -1.440 1996 8 NaN NaN NaN NaN NaN NaN 21.156 -0.627 1996 9 NaN NaN NaN NaN NaN NaN 15.818 -1.096 1996 10 NaN NaN NaN NaN NaN NaN 11.648 0.914 1996 11 NaN NaN NaN NaN NaN NaN -1.660 -3.757 1996 12 NaN NaN NaN NaN NaN NaN -7.652 -2.229 1997 1 4.222 13.693 1 0 NaN NaN -10.931 -1.483 1997 2 -4.020 1.829 0 0 -3.972 1.878 -4.525 1.301 1997 3 2.367 2.272 0 0 2.448 2.352 1.451 1.332 1997 4 6.967 -1.787 0 0 7.020 -1.733 7.214 -1.563 1997 5 12.604 -2.958 0 0 12.612 -2.950 12.471 -3.115 1997 6 21.478 0.712 0 0 21.510 0.744 22.177 1.389 1997 7 22.754 -0.299 0 0 22.856 -0.198 23.411 0.335 1997 8 20.586 -1.174 0 0 20.714 -1.046 21.181 -0.602 1997 9 17.620 0.728 0 0 17.727 0.835 17.933 1.018 1997 10 11.029 0.317 0 0 11.126 0.415 12.067 1.333 1997 11 0.320 -1.754 0 0 0.416 -1.658 0.198 -1.899 1997 12 -2.647 2.799 0 0 -2.585 2.860 -2.369 3.054 1998 1 -4.581 4.890 0 0 -4.553 4.918 -6.493 2.955 1998 2 0.950 6.800 0 0 0.999 6.848 0.515 6.341 1998 3 0.667 0.571 0 0 0.747 0.652 -0.808 -0.927 1998 4 9.791 1.037 0 0 9.844 1.091 10.134 1.358 1998 5 18.376 2.814 0 0 18.385 2.822 18.918 3.333 1998 6 19.487 -1.279 0 0 19.519 -1.247 19.730 -1.058 1998 7 23.221 0.167 1 0 NaN NaN 23.627 0.550 1998 8 22.396 0.636 0 0 22.524 0.764 23.094 1.311 1998 9 19.804 2.912 0 0 19.910 3.018 20.114 3.200 1998 10 11.285 0.573 0 0 11.383 0.671 12.324 1.589 1998 11 4.706 2.632 0 0 4.801 2.727 5.068 2.971 1998 12 -1.604 3.842 0 0 -1.542 3.903 -1.679 3.743 1999 1 -7.798 1.673 0 0 -7.770 1.701 -10.016 -0.568 1999 2 0.381 6.230 0 0 0.430 6.279 0.016 5.842 1999 3 2.351 2.256 0 0 2.432 2.336 1.683 1.564 1999 4 9.793 1.039 0 0 9.846 1.093 9.837 1.061 1999 5 16.217 0.654 0 0 16.225 0.663 16.163 0.577 1999 6 20.533 -0.232 0 0 20.565 -0.201 20.887 0.098 1999 7 24.928 1.874 0 0 25.030 1.976 25.310 2.233 1999 8 20.703 -1.058 0 0 20.830 -0.930 21.494 -0.289 1999 9 16.646 -0.246 1 0 NaN NaN 16.225 -0.689 1999 10 10.839 0.127 0 0 10.937 0.225 11.154 0.419 1999 11 6.059 3.985 0 0 6.155 4.081 7.076 4.979 1999 12 -3.063 2.383 0 0 -3.001 2.444 -2.944 2.479 2000 1 -6.247 3.224 0 0 -6.219 3.252 -7.261 2.187 2000 2 0.140 5.989 0 0 0.189 6.038 -0.049 5.778 2000 3 5.606 5.510 0 0 5.686 5.591 5.387 5.268 2000 4 9.296 0.543 0 0 9.350 0.596 9.697 0.921 2000 5 17.170 1.608 0 0 17.179 1.616 17.448 1.863 2000 6 19.809 -0.956 0 0 19.841 -0.925 20.232 -0.556 2000 7 21.841 -1.213 0 0 21.942 -1.112 22.750 -0.327 2000 8 22.090 0.330 0 0 22.217 0.457 22.624 0.842 2000 9 18.148 1.256 0 0 18.255 1.363 17.969 1.054 2000 10 12.364 1.652 0 0 12.461 1.750 13.332 2.597 2000 11 0.069 -2.005 0 0 0.164 -1.910 0.381 -1.716 2000 12 -11.561 -6.115 0 0 -11.499 -6.054 -12.841 -7.418 2001 1 -6.050 3.421 0 0 -6.022 3.449 -7.477 1.971 2001 2 -6.962 -1.113 1 0 NaN NaN -8.856 -3.030 2001 3 -1.780 -1.875 0 0 -1.699 -1.795 -2.475 -2.593 2001 4 11.509 2.756 0 0 11.563 2.809 11.239 2.463 2001 5 15.849 0.287 0 0 15.858 0.295 16.168 0.582 2001 6 20.507 -0.258 0 0 20.539 -0.227 20.883 0.094 2001 7 23.869 0.815 0 0 23.971 0.917 24.302 1.225 2001 8 22.269 0.509 0 0 22.397 0.637 22.830 1.047 2001 9 15.302 -1.590 0 0 15.409 -1.483 16.105 -0.810 2001 10 9.516 -1.196 0 0 9.614 -1.098 10.834 0.100 2001 11 8.494 6.420 0 0 8.590 6.516 9.395 7.298 2001 12 -0.910 4.535 0 0 -0.849 4.597 -0.660 4.763 2002 1 -1.792 7.679 0 0 -1.764 7.707 -3.007 6.441 2002 2 -1.438 4.411 0 0 -1.390 4.460 -1.958 3.868 2002 3 -0.496 -0.592 0 0 -0.416 -0.511 -2.228 -2.347 2002 4 9.120 0.367 0 0 9.174 0.421 9.448 0.672 2002 5 14.357 -1.206 0 0 14.365 -1.198 14.283 -1.302 2002 6 22.348 1.582 0 0 22.380 1.614 22.915 2.126 2002 7 24.294 1.240 0 0 24.395 1.342 25.092 2.016 2002 8 21.038 -0.722 0 0 21.166 -0.595 21.702 -0.081 2002 9 18.204 1.312 0 0 18.310 1.418 18.279 1.364 2002 10 7.828 -2.884 0 0 7.926 -2.786 8.196 -2.539 2002 11 0.954 -1.120 0 0 1.050 -1.024 1.522 -0.575 2002 12 -2.360 3.085 0 0 -2.299 3.147 -1.816 3.607 2003 1 -7.280 2.191 0 0 -7.252 2.219 -8.118 1.330 2003 2 -7.113 -1.264 0 0 -7.064 -1.215 -6.778 -0.952 2003 3 1.120 1.024 0 0 1.201 1.105 0.580 0.461 2003 4 10.044 1.291 0 0 10.098 1.345 10.382 1.606 2003 5 14.439 -1.123 0 0 14.447 -1.115 14.734 -0.851 2003 6 19.715 -1.051 0 0 19.747 -1.019 20.240 -0.549 2003 7 22.534 -0.520 0 0 22.636 -0.418 23.015 -0.061 2003 8 22.679 0.919 0 0 22.807 1.047 23.488 1.705 2003 9 15.924 -0.968 0 0 16.031 -0.861 16.201 -0.714 2003 10 10.407 -0.305 0 0 10.504 -0.207 11.936 1.202 2003 11 1.706 -0.368 0 0 1.801 -0.273 2.097 -0.000 2003 12 -2.403 3.042 0 0 -2.342 3.104 -2.474 2.948 2004 1 -8.287 1.184 0 0 -8.259 1.212 -9.028 0.420 2004 2 -5.180 0.669 0 0 -5.131 0.718 -5.623 0.203 2004 3 4.251 4.155 0 0 4.331 4.236 3.923 3.804 2004 4 10.278 1.524 0 0 10.331 1.578 10.651 1.875 2004 5 16.326 0.764 0 0 16.334 0.772 15.780 0.195 2004 6 19.543 -1.223 0 0 19.574 -1.191 19.704 -1.085 2004 7 21.043 -2.011 0 0 21.145 -1.909 21.785 -1.292 2004 8 18.638 -3.122 0 0 18.766 -2.994 19.172 -2.611 2004 9 18.685 1.793 0 0 18.792 1.900 19.055 2.140 2004 10 10.545 -0.167 0 0 10.642 -0.069 11.666 0.931 2004 11 4.428 2.354 0 0 4.524 2.450 4.747 2.650 2004 12 -2.857 2.589 0 0 -2.795 2.651 -3.178 2.245 2005 1 -7.301 2.170 0 0 -7.273 2.198 -8.684 0.764 2005 2 -0.998 4.851 0 0 -0.949 4.900 -0.726 5.100 2005 3 1.760 1.664 0 0 1.840 1.745 1.086 0.968 2005 4 11.811 3.058 0 0 11.865 3.111 12.083 3.307 2005 5 14.405 -1.157 0 0 14.413 -1.149 14.372 -1.213 2005 6 22.504 1.738 0 0 22.535 1.770 22.872 2.084 2005 7 23.373 0.319 0 0 23.474 0.420 24.046 0.969 2005 8 21.222 -0.538 0 0 21.350 -0.410 21.824 0.041 2005 9 19.298 2.406 0 0 19.405 2.513 19.392 2.478 2005 10 11.177 0.466 0 0 11.275 0.563 12.235 1.500 2005 11 3.852 1.778 0 0 3.948 1.874 4.371 2.274 2005 12 -7.473 -2.028 0 0 -7.412 -1.966 -7.095 -1.673 2006 1 -0.206 9.265 0 0 -0.178 9.293 -1.160 8.288 2006 2 -4.583 1.266 0 0 -4.535 1.315 -4.374 1.452 2006 3 2.140 2.044 0 0 2.220 2.125 1.507 1.389 2006 4 11.891 3.137 0 0 11.944 3.191 12.098 3.322 2006 5 15.760 0.197 0 0 15.768 0.206 16.139 0.554 2006 6 21.165 0.399 0 0 21.197 0.431 21.612 0.824 2006 7 23.887 0.833 0 0 23.989 0.935 24.622 1.545 2006 8 21.869 0.109 0 0 21.997 0.237 22.412 0.629 2006 9 15.098 -1.794 0 0 15.205 -1.687 15.175 -1.740 2006 10 8.332 -2.380 0 0 8.429 -2.283 9.492 -1.242 2006 11 3.737 1.663 0 0 3.833 1.759 4.028 1.931 2006 12 -0.412 5.033 0 0 -0.351 5.095 -0.504 4.919 2007 1 -6.020 3.451 0 0 -5.992 3.479 -7.174 2.274 2007 2 -10.811 -4.961 1 0 NaN NaN -9.669 -3.842 2007 3 5.086 4.990 0 0 5.167 5.071 3.844 3.725 2007 4 7.743 -1.011 0 0 7.796 -0.957 8.155 -0.621 2007 5 18.314 2.751 0 0 18.322 2.759 18.415 2.830 2007 6 21.487 0.721 0 0 21.519 0.753 21.875 1.086 2007 7 22.900 -0.154 0 0 23.001 -0.053 23.690 0.613 2007 8 23.211 1.451 0 0 23.339 1.579 23.330 1.547 2007 9 18.159 1.267 0 0 18.266 1.374 17.861 0.947 2007 10 13.063 2.351 0 0 13.160 2.449 13.818 3.084 2007 11 2.483 0.409 0 0 2.579 0.505 2.961 0.865 2007 12 -6.124 -0.678 0 0 -6.062 -0.617 -6.775 -1.353 2008 1 -8.229 1.241 0 0 -8.201 1.270 -10.100 -0.652 2008 2 -8.257 -2.407 0 0 -8.208 -2.359 -8.713 -2.887 2008 3 -0.418 -0.513 0 0 -0.337 -0.433 -1.055 -1.174 2008 4 7.450 -1.303 0 0 7.504 -1.250 7.478 -1.299 2008 5 14.324 -1.238 0 0 14.333 -1.230 14.440 -1.145 2008 6 20.852 0.086 0 0 20.884 0.118 21.018 0.230 2008 7 22.642 -0.412 0 0 22.743 -0.311 23.316 0.239 2008 8 20.638 -1.122 0 0 20.766 -0.994 21.280 -0.503 2008 9 17.043 0.151 0 0 17.149 0.257 17.364 0.449 2008 10 10.375 -0.337 0 0 10.472 -0.240 10.993 0.259 2008 11 2.517 0.443 0 0 2.613 0.539 2.900 0.803 2008 12 -8.556 -3.110 0 0 -8.494 -3.048 -8.423 -3.000 2009 1 -10.860 -1.389 0 0 -10.832 -1.361 -11.834 -2.386 2009 2 -3.647 2.202 0 0 -3.598 2.251 -3.329 2.498 2009 3 2.658 2.562 0 0 2.738 2.643 1.806 1.688 2009 4 8.137 -0.616 0 0 8.191 -0.563 8.392 -0.384 2009 5 15.539 -0.023 0 0 15.548 -0.015 15.609 0.024 2009 6 20.641 -0.125 0 0 20.673 -0.093 20.621 -0.167 2009 7 19.760 -3.294 0 0 19.861 -3.193 20.433 -2.644 2009 8 19.991 -1.769 0 0 20.119 -1.641 20.522 -1.261 2009 9 16.741 -0.151 0 0 16.848 -0.044 17.511 0.596 2009 10 7.228 -3.484 0 0 7.325 -3.387 7.667 -3.068 2009 11 6.187 4.113 0 0 6.283 4.209 6.579 4.482 2009 12 -6.581 -1.135 0 0 -6.519 -1.074 -7.153 -1.731 2010 1 -10.315 -0.845 0 0 -10.287 -0.816 -11.752 -2.304 2010 2 -9.081 -3.232 0 0 -9.033 -3.183 -8.892 -3.066 2010 3 3.206 3.110 0 0 3.287 3.191 2.094 1.976 2010 4 13.056 4.302 0 4 12.864 4.110 13.004 4.228 2010 5 16.159 0.597 0 0 16.130 0.568 15.887 0.301 2010 6 21.741 0.975 0 0 21.627 0.861 21.675 0.886 2010 7 23.715 0.661 0 0 23.351 0.298 23.983 0.906 2010 8 23.559 1.799 0 0 23.101 1.341 24.054 2.272 2010 9 17.285 0.393 0 0 16.903 0.011 16.989 0.074 2010 10 12.086 1.374 0 0 11.736 1.025 12.954 2.219 2010 11 3.315 1.241 0 0 2.971 0.897 3.332 1.235 2010 12 -6.715 -1.270 0 0 -6.936 -1.490 -7.237 -1.814 2011 1 -9.161 0.310 0 0 -9.262 0.209 -10.992 -1.544 2011 2 -4.651 1.199 0 0 -4.825 1.024 -5.609 0.218 2011 3 1.645 1.550 0 0 1.357 1.261 0.231 0.112 2011 4 8.870 0.117 0 0 8.679 -0.075 8.492 -0.284 2011 5 15.647 0.085 0 0 15.617 0.055 15.264 -0.322 2011 6 21.289 0.523 0 0 21.175 0.409 21.303 0.514 2011 7 25.918 2.864 0 0 25.554 2.500 25.708 2.631 2011 8 22.093 0.333 0 0 21.635 -0.125 22.327 0.544 2011 9 15.487 -1.405 0 0 15.105 -1.787 15.577 -1.338 2011 10 11.690 0.978 0 0 11.340 0.629 12.627 1.892 2011 11 4.343 2.269 0 0 3.999 1.925 4.253 2.156 2011 12 -0.851 4.594 0 0 -1.072 4.374 -1.771 3.651 2012 1 -3.181 6.290 0 0 -3.282 6.189 -4.136 5.312 2012 2 -1.412 4.437 0 0 -1.586 4.263 -1.450 4.377 2012 3 10.744 10.648 0 0 10.455 10.359 9.735 9.616 2012 4 11.211 2.458 0 0 11.019 2.266 11.462 2.685 2012 5 19.156 3.593 0 0 19.126 3.564 18.670 3.084 2012 6 22.730 1.964 0 0 22.616 1.850 22.509 1.720 2012 7 26.262 3.208 0 0 25.898 2.844 26.492 3.415 2012 8 21.511 -0.249 0 0 21.053 -0.707 21.904 0.121 2012 9 16.676 -0.216 0 0 16.294 -0.598 16.747 -0.168 2012 10 9.513 -1.199 0 0 9.163 -1.549 10.022 -0.713 2012 11 3.887 1.813 0 0 3.544 1.470 4.375 2.279 2012 12 -2.265 3.180 0 0 -2.486 2.960 -2.903 2.520 2013 1 -5.633 3.838 0 0 -5.733 3.738 -7.271 2.177 2013 2 -4.278 1.572 0 0 -4.452 1.397 -4.811 1.015 2013 3 -2.038 -2.133 0 0 -2.326 -2.422 -2.940 -3.059 2013 4 7.130 -1.624 0 0 6.938 -1.815 6.360 -2.416 2013 5 15.183 -0.380 0 0 15.153 -0.409 14.864 -0.721 2013 6 20.880 0.114 0 0 20.766 0.000 20.953 0.165 2013 7 22.609 -0.445 0 0 22.246 -0.808 23.013 -0.063 2013 8 22.477 0.717 0 0 22.019 0.259 22.472 0.689 2013 9 19.294 2.402 0 0 18.912 2.020 19.392 2.477 2013 10 10.357 -0.355 0 0 10.007 -0.705 10.994 0.259 2013 11 6.123 4.049 1 0 NaN NaN NaN NaN