% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 30754 % Primary Name: LOS ALAMOS MUNI AP % Record Type: TAVG % Country: United States % State: NM % Latitude: 35.88100 +/- 0.00250 % Longitude: -106.27600 +/- 0.00750 % Elevation (m): 2183.55 +/- 2.50 % # of Months: 324 % % Alternate Names: LOS ALAMOS % % IDs: faa - LAM % gsod - 723654-93091 % gsod - 723654-99999 % icao - KLAM % ncdc - 20020728 % usaf - 723654 % wban - 93091 % % Sources: US First Order Summary of the Day % Global Summary of the Day % Multi-network Metadata System % % Site Hash: 1dc550689c24a60276e21e1ccfbeac72 % Raw Data Hash: 87ed0d4adf801769e6c5e37388c5864e % Adj Data Hash: 9a5671b94640117086a4492b1e95c4c5 % % 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 1980 8 NaN NaN NaN NaN NaN NaN 18.111 0.572 1980 9 NaN NaN NaN NaN NaN NaN 15.306 1.134 1980 10 NaN NaN NaN NaN NaN NaN 8.059 -0.738 1980 11 NaN NaN NaN NaN NaN NaN 2.522 0.047 1980 12 NaN NaN NaN NaN NaN NaN 3.345 4.686 1981 1 NaN NaN NaN NaN NaN NaN 0.215 2.549 1981 2 NaN NaN NaN NaN NaN NaN 1.193 1.741 1981 3 NaN NaN NaN NaN NaN NaN 1.843 -0.401 1981 4 NaN NaN NaN NaN NaN NaN 9.114 2.643 1981 5 NaN NaN NaN NaN NaN NaN 10.800 -0.611 1981 6 NaN NaN NaN NaN NaN NaN 18.235 1.852 1981 7 NaN NaN NaN NaN NaN NaN 19.178 0.458 1981 8 19.536 -0.956 1 0 NaN NaN 16.767 -0.772 1981 9 NaN NaN NaN NaN NaN NaN 14.534 0.362 1981 10 NaN NaN NaN NaN NaN NaN 8.952 0.154 1981 11 NaN NaN NaN NaN NaN NaN 4.724 2.250 1981 12 4.593 2.981 1 0 NaN NaN 0.756 2.097 1982 1 NaN NaN NaN NaN NaN NaN -1.850 0.483 1982 2 NaN NaN NaN NaN NaN NaN -1.985 -1.437 1982 3 NaN NaN NaN NaN NaN NaN 2.492 0.248 1982 4 16.635 7.211 1 0 NaN NaN 6.437 -0.034 1982 5 5.324 -9.040 1 0 NaN NaN 10.122 -1.288 1982 6 NaN NaN NaN NaN NaN NaN 15.291 -1.092 1982 7 NaN NaN NaN NaN NaN NaN 18.909 0.189 1982 8 NaN NaN NaN NaN NaN NaN 18.039 0.500 1982 9 NaN NaN NaN NaN NaN NaN 14.498 0.326 1982 10 NaN NaN NaN NaN NaN NaN 7.588 -1.210 1982 11 4.212 -1.215 1 0 NaN NaN 2.089 -0.386 1982 12 -1.732 -3.344 1 0 NaN NaN -1.972 -0.631 1983 1 NaN NaN NaN NaN NaN NaN -1.289 1.044 1983 2 NaN NaN NaN NaN NaN NaN -0.534 0.015 1983 3 NaN NaN NaN NaN NaN NaN 1.958 -0.286 1983 4 8.074 -1.351 1 0 NaN NaN 3.524 -2.947 1983 5 18.650 4.287 1 0 NaN NaN 9.224 -2.186 1983 6 15.833 -3.503 1 0 NaN NaN 14.572 -1.811 1983 7 24.538 2.864 1 0 NaN NaN 18.712 -0.008 1983 8 NaN NaN NaN NaN NaN NaN 18.494 0.955 1983 9 13.086 -4.039 1 0 NaN NaN 16.131 1.959 1983 10 11.267 -0.484 0 0 11.294 -0.457 9.521 0.724 1983 11 4.289 -1.139 0 0 4.403 -1.025 2.725 0.250 1983 12 -1.014 -2.627 0 0 -0.834 -2.446 -3.058 -1.717 1984 1 -2.206 -2.825 0 0 -1.957 -2.577 -3.998 -1.664 1984 2 1.169 -1.236 0 0 1.441 -0.964 -0.728 -0.179 1984 3 4.147 -1.050 0 0 4.326 -0.871 1.021 -1.223 1984 4 8.226 -1.198 0 0 8.230 -1.194 4.725 -1.746 1984 5 18.315 3.952 0 0 18.190 3.827 13.309 1.899 1984 6 19.648 0.311 0 0 19.485 0.148 15.958 -0.425 1984 7 22.083 0.410 0 0 21.923 0.250 18.721 0.001 1984 8 20.983 0.491 0 0 20.842 0.349 17.316 -0.223 1984 9 17.376 0.251 0 0 17.300 0.175 14.453 0.282 1984 10 6.751 -5.000 0 0 6.778 -4.973 6.018 -2.780 1984 11 4.717 -0.711 0 0 4.831 -0.597 2.635 0.161 1984 12 0.263 -1.349 0 0 0.444 -1.169 -0.465 0.875 1985 1 -1.817 -2.437 0 0 -1.569 -2.188 -3.449 -1.116 1985 2 -0.452 -2.857 0 0 -0.180 -2.585 -1.826 -1.278 1985 3 5.159 -0.037 0 0 5.338 0.141 2.764 0.521 1985 4 10.800 1.376 0 0 10.804 1.380 7.592 1.121 1985 5 15.063 0.700 0 0 14.937 0.574 11.336 -0.074 1985 6 20.789 1.453 0 0 20.626 1.290 16.348 -0.036 1985 7 22.290 0.617 0 0 22.130 0.457 18.434 -0.286 1985 8 21.685 1.193 0 0 21.543 1.051 17.878 0.339 1985 9 16.222 -0.902 0 0 16.146 -0.979 13.150 -1.022 1985 10 11.241 -0.510 0 0 11.267 -0.483 9.054 0.256 1985 11 4.985 -0.443 0 0 5.099 -0.329 3.333 0.858 1985 12 1.543 -0.069 0 0 1.723 0.111 -0.858 0.482 1986 1 4.467 3.847 0 0 4.715 4.095 1.824 4.157 1986 2 4.125 1.720 0 0 4.398 1.993 1.348 1.896 1986 3 9.005 3.808 0 0 9.184 3.987 4.912 2.668 1986 4 11.493 2.069 0 0 11.497 2.073 7.907 1.436 1986 5 15.459 1.096 0 0 15.333 0.970 11.048 -0.362 1986 6 19.774 0.438 0 0 19.611 0.275 15.677 -0.706 1986 7 21.803 0.129 0 0 21.643 -0.030 17.989 -0.732 1986 8 21.839 1.347 0 0 21.697 1.205 17.778 0.239 1986 9 16.735 -0.389 0 0 16.659 -0.466 13.289 -0.882 1986 10 10.195 -1.555 0 0 10.222 -1.529 7.652 -1.145 1986 11 3.831 -1.596 0 0 3.946 -1.482 1.907 -0.568 1986 12 0.894 -0.718 0 0 1.075 -0.538 -1.592 -0.251 1987 1 -0.498 -1.118 0 0 -0.249 -0.869 -3.089 -0.756 1987 2 1.663 -0.742 0 0 1.935 -0.470 -0.653 -0.105 1987 3 4.308 -0.889 0 0 4.487 -0.710 0.905 -1.339 1987 4 11.672 2.248 0 0 11.677 2.252 6.683 0.212 1987 5 14.448 0.085 0 0 14.322 -0.041 10.449 -0.961 1987 6 21.933 2.597 0 0 21.770 2.434 16.133 -0.251 1987 7 23.702 2.028 0 0 23.542 1.869 18.338 -0.382 1987 8 20.530 0.038 0 0 20.388 -0.104 16.873 -0.666 1987 9 17.556 0.431 0 0 17.479 0.355 13.466 -0.706 1987 10 13.905 2.155 0 0 13.932 2.181 10.276 1.478 1987 11 4.317 -1.111 0 0 4.431 -0.997 2.266 -0.209 1987 12 -0.916 -2.528 0 0 -0.735 -2.348 -2.569 -1.229 1988 1 -2.274 -2.894 0 0 -2.025 -2.645 -4.850 -2.517 1988 2 3.195 0.790 0 0 3.468 1.063 0.720 1.268 1988 3 5.450 0.253 0 0 5.628 0.431 1.749 -0.495 1988 4 10.837 1.413 0 0 10.841 1.417 6.870 0.399 1988 5 15.194 0.830 0 0 15.068 0.705 10.656 -0.754 1988 6 21.161 1.825 0 0 20.998 1.662 16.464 0.080 1988 7 21.978 0.305 0 0 21.819 0.145 18.133 -0.587 1988 8 20.211 -0.281 0 0 20.070 -0.422 17.249 -0.290 1988 9 16.720 -0.404 0 0 16.644 -0.480 13.197 -0.975 1988 10 14.165 2.414 0 0 14.192 2.441 10.416 1.618 1988 11 5.006 -0.422 0 0 5.120 -0.308 2.915 0.440 1988 12 -0.285 -1.898 0 0 -0.105 -1.718 -1.729 -0.389 1989 1 -1.124 -1.744 0 0 -0.875 -1.495 -1.916 0.417 1989 2 1.516 -0.888 0 0 1.789 -0.616 -1.248 -0.700 1989 3 8.749 3.552 0 0 8.928 3.731 5.360 3.116 1989 4 13.720 4.296 0 0 13.725 4.301 9.083 2.612 1989 5 17.455 3.092 0 0 17.330 2.966 12.903 1.493 1989 6 20.574 1.238 0 0 20.411 1.075 15.913 -0.470 1989 7 22.124 0.450 0 0 21.964 0.290 18.822 0.101 1989 8 20.236 -0.256 0 0 20.094 -0.398 17.086 -0.453 1989 9 18.187 1.062 0 0 18.111 0.986 14.514 0.343 1989 10 11.749 -0.001 0 0 11.776 0.025 8.901 0.104 1989 11 6.796 1.368 0 0 6.910 1.483 3.885 1.410 1989 12 0.513 -1.100 0 0 0.693 -0.920 -2.024 -0.683 1990 1 -0.619 -1.238 0 0 -0.370 -0.990 -2.313 0.020 1990 2 1.433 -0.972 0 0 1.705 -0.700 -1.011 -0.462 1990 3 6.254 1.058 0 0 6.433 1.236 3.279 1.035 1990 4 10.465 1.041 0 0 10.469 1.045 7.534 1.063 1990 5 15.065 0.701 0 0 14.939 0.576 10.399 -1.011 1990 6 24.020 4.684 1 0 NaN NaN 18.736 2.353 1990 7 20.371 -1.302 0 0 20.211 -1.462 17.758 -0.963 1990 8 20.213 -0.279 0 0 20.072 -0.420 16.362 -1.177 1990 9 18.719 1.594 0 0 18.642 1.518 15.396 1.225 1990 10 12.668 0.918 0 0 12.695 0.945 9.473 0.676 1990 11 5.454 0.026 0 0 5.568 0.140 3.799 1.324 1990 12 -1.918 -3.530 0 0 -1.737 -3.350 -3.072 -1.731 1991 1 -1.296 -1.916 0 0 -1.047 -1.667 -2.534 -0.200 1991 2 4.183 1.778 0 0 4.455 2.050 1.325 1.873 1991 3 4.206 -0.991 0 0 4.385 -0.812 1.799 -0.445 1991 4 10.561 1.137 0 0 10.565 1.141 6.401 -0.070 1991 5 16.172 1.809 0 0 16.046 1.683 11.541 0.131 1991 6 19.343 0.006 0 0 19.180 -0.157 16.055 -0.328 1991 7 20.625 -1.048 0 0 20.466 -1.208 17.656 -1.064 1991 8 19.728 -0.764 0 0 19.586 -0.906 17.188 -0.351 1991 9 16.102 -1.023 0 0 16.026 -1.099 13.726 -0.445 1991 10 13.453 1.703 0 0 13.480 1.730 9.832 1.035 1991 11 2.563 -2.865 0 0 2.677 -2.751 1.040 -1.435 1991 12 -0.534 -2.146 0 0 -0.354 -1.966 -1.376 -0.035 1992 1 -2.251 -2.871 0 0 -2.002 -2.622 -2.579 -0.245 1992 2 2.238 -0.167 0 0 2.510 0.105 0.313 0.861 1992 3 6.165 0.968 0 0 6.343 1.146 3.171 0.927 1992 4 12.615 3.191 0 0 12.619 3.195 8.729 2.258 1992 5 14.332 -0.032 0 0 14.206 -0.157 11.283 -0.127 1992 6 19.320 -0.016 0 0 19.157 -0.179 15.354 -1.030 1992 7 21.057 -0.616 0 0 20.897 -0.776 17.884 -0.836 1992 8 19.896 -0.596 0 0 19.755 -0.737 16.724 -0.815 1992 9 18.693 1.568 0 0 18.617 1.492 14.888 0.716 1992 10 13.892 2.142 0 0 13.919 2.169 10.502 1.705 1992 11 1.231 -4.196 0 0 1.346 -4.082 -0.421 -2.896 1992 12 -2.783 -4.396 0 0 -2.603 -4.215 -2.517 -1.176 1993 1 -0.358 -0.978 0 0 -0.110 -0.730 -0.748 1.586 1993 2 1.294 -1.111 0 0 1.566 -0.839 -0.417 0.131 1993 3 6.093 0.896 0 0 6.272 1.075 3.033 0.789 1993 4 10.822 1.398 0 0 10.827 1.402 6.767 0.296 1993 5 14.371 0.008 0 0 14.245 -0.118 10.695 -0.715 1993 6 21.194 1.858 0 0 21.031 1.695 16.053 -0.331 1993 7 23.378 1.705 0 0 23.218 1.545 19.056 0.336 1993 8 18.808 -1.684 0 0 18.667 -1.825 16.880 -0.659 1993 9 16.596 -0.528 0 0 16.520 -0.604 13.590 -0.582 1993 10 10.547 -1.204 0 0 10.573 -1.177 8.127 -0.671 1993 11 2.331 -3.096 0 0 2.446 -2.982 0.908 -1.567 1993 12 0.489 -1.123 0 0 0.670 -0.943 -0.711 0.629 1994 1 0.794 0.174 0 0 1.043 0.423 -0.896 1.437 1994 2 0.752 -1.653 0 0 1.025 -1.380 -0.878 -0.330 1994 3 6.491 1.294 0 0 6.670 1.473 3.286 1.042 1994 4 9.456 0.031 0 0 9.460 0.036 6.562 0.091 1994 5 14.776 0.413 0 0 14.650 0.287 11.595 0.185 1994 6 23.065 3.728 0 0 22.902 3.565 18.356 1.972 1994 7 22.254 0.581 0 0 22.095 0.421 19.017 0.297 1994 8 21.229 0.737 0 0 21.088 0.596 18.430 0.891 1994 9 17.541 0.416 0 0 17.465 0.340 14.589 0.417 1994 10 10.154 -1.596 0 0 10.181 -1.570 8.275 -0.522 1994 11 3.269 -2.159 0 0 3.383 -2.045 2.269 -0.206 1994 12 1.880 0.268 0 0 2.060 0.448 0.975 2.315 1995 1 -0.817 -1.437 0 0 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6 21.530 2.194 0 0 21.367 2.031 16.689 0.306 1998 7 21.562 -0.111 1 0 NaN NaN 19.167 0.446 1998 8 20.259 -0.233 1 0 NaN NaN 17.681 0.142 1998 9 19.727 2.602 1 0 NaN NaN 16.426 2.255 1998 10 11.083 -0.667 0 0 11.110 -0.641 9.179 0.382 1998 11 6.642 1.214 1 0 NaN NaN 4.526 2.052 1998 12 2.803 1.191 0 0 2.983 1.371 0.502 1.842 1999 1 3.957 3.337 1 0 NaN NaN 1.065 3.398 1999 2 5.684 3.279 1 0 NaN NaN 2.371 2.919 1999 3 8.225 3.028 0 0 8.403 3.206 4.199 1.956 1999 4 8.417 -1.007 1 0 NaN NaN 5.160 -1.311 1999 5 12.699 -1.664 1 0 NaN NaN 10.094 -1.316 1999 6 19.199 -0.137 0 0 19.037 -0.300 15.564 -0.820 1999 7 20.909 -0.764 1 0 NaN NaN 18.626 -0.095 1999 8 20.240 -0.252 0 0 20.099 -0.393 17.244 -0.295 1999 9 16.094 -1.031 1 0 NaN NaN 13.819 -0.352 1999 10 12.853 1.102 1 0 NaN NaN 9.714 0.917 1999 11 9.446 4.018 1 0 NaN NaN 5.983 3.509 1999 12 -1.827 -3.439 1 0 NaN NaN -1.251 0.090 2000 1 1.387 0.767 1 0 NaN NaN 0.687 3.020 2000 2 5.679 3.275 1 0 NaN NaN 2.737 3.285 2000 3 5.788 0.591 1 0 NaN 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1.185 2002 2 NaN NaN NaN NaN NaN NaN -1.070 -0.522 2002 3 NaN NaN NaN NaN NaN NaN 1.987 -0.257 2002 4 NaN NaN NaN NaN NaN NaN 9.737 3.266 2002 5 NaN NaN NaN NaN NaN NaN 12.464 1.054 2002 6 NaN NaN NaN NaN NaN NaN 18.756 2.373 2002 7 NaN NaN NaN NaN NaN NaN 19.173 0.452 2002 8 NaN NaN NaN NaN NaN NaN 18.721 1.182 2002 9 NaN NaN NaN NaN NaN NaN 14.526 0.354 2002 10 NaN NaN NaN NaN NaN NaN 8.032 -0.765 2002 11 NaN NaN NaN NaN NaN NaN 2.593 0.119 2002 12 NaN NaN NaN NaN NaN NaN -1.538 -0.197 2003 1 NaN NaN NaN NaN NaN NaN 2.396 4.730 2003 2 NaN NaN NaN NaN NaN NaN -0.321 0.227 2003 3 NaN NaN NaN NaN NaN NaN 2.812 0.568 2003 4 NaN NaN NaN NaN NaN NaN 7.116 0.645 2003 5 NaN NaN NaN NaN NaN NaN 12.508 1.098 2003 6 NaN NaN NaN NaN NaN NaN 15.899 -0.485 2003 7 NaN NaN NaN NaN NaN NaN 21.212 2.492 2003 8 NaN NaN NaN NaN NaN NaN 18.616 1.077 2003 9 NaN NaN NaN NaN NaN NaN 14.592 0.421 2003 10 NaN NaN NaN NaN NaN NaN 11.436 2.638 2003 11 NaN NaN NaN NaN NaN NaN 2.933 0.459 2003 12 NaN NaN NaN NaN 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-0.254 0 0 22.208 0.535 19.729 1.008 2012 8 21.535 1.043 1 0 NaN NaN 18.832 1.293 2012 9 18.470 1.346 0 0 19.088 1.963 15.255 1.083 2012 10 13.554 1.803 0 0 13.789 2.038 10.102 1.305 2012 11 7.881 2.454 0 0 8.022 2.594 4.997 2.522 2012 12 0.792 -0.820 0 0 0.885 -0.728 -1.559 -0.219 2013 1 -1.832 -2.451 0 0 -2.005 -2.625 -3.555 -1.222 2013 2 1.075 -1.330 0 0 0.731 -1.674 -1.788 -1.240 2013 3 7.789 2.592 0 0 7.683 2.486 3.497 1.253 2013 4 10.761 1.337 0 0 11.012 1.588 6.526 0.055 2013 5 15.638 1.275 0 0 16.022 1.659 11.477 0.067 2013 6 22.748 3.412 0 0 23.245 3.908 18.848 2.464 2013 7 20.817 -0.856 0 0 21.606 -0.067 18.771 0.051 2013 8 20.962 0.470 0 0 21.884 1.392 18.185 0.646 2013 9 17.298 0.173 0 0 17.916 0.791 15.060 0.888 2013 10 10.181 -1.570 0 0 10.416 -1.335 7.809 -0.988 2013 11 5.679 0.251 1 0 NaN NaN NaN NaN