% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 30026 % Primary Name: SELIGMAN 13 SSW % Record Type: TAVG % Country: United States % State: AZ % Latitude: 35.13330 +/- 0.00005 % Longitude: -112.91670 +/- 0.00005 % Elevation (m): 1598.10 +/- 0.05 % # of Months: 226 % % IDs: coop - 27720 % ghcnd - USC00027720 % ncdc - 20001231 % % Sources: US Cooperative Summary of the Day % Global Historical Climatology Network - Daily % US Cooperative Summary of the Month % Multi-network Metadata System % % Site Hash: 1740618d723b48a8c0be273757666975 % Raw Data Hash: 078a84b83f7bce282bc158a744f26b3d % Adj Data Hash: dfbb0666d794a5f8ad9bb4c73c02b923 % % 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 1961 7 NaN NaN NaN NaN NaN NaN 27.448 0.976 1961 8 NaN NaN NaN NaN NaN NaN 24.958 -0.155 1961 9 NaN NaN NaN NaN NaN NaN 20.846 -1.312 1961 10 NaN NaN NaN NaN NaN NaN 15.954 -0.387 1961 11 NaN NaN NaN NaN NaN NaN 8.700 -1.351 1961 12 NaN NaN NaN NaN NaN NaN 5.266 -0.821 1962 1 NaN NaN NaN NaN NaN NaN 5.389 -0.128 1962 2 NaN NaN NaN NaN NaN NaN 7.393 0.117 1962 3 NaN NaN NaN NaN NaN NaN 6.368 -2.876 1962 4 NaN NaN NaN NaN NaN NaN 15.989 3.135 1962 5 NaN NaN NaN NaN NaN NaN 16.037 -1.678 1962 6 NaN NaN NaN NaN NaN NaN 22.021 -0.984 1962 7 22.389 -0.223 0 0 22.389 -0.223 26.186 -0.286 1962 8 23.222 1.969 0 0 23.222 1.969 26.145 1.032 1962 9 19.056 0.757 0 0 19.056 0.757 23.373 1.215 1962 10 12.556 0.074 0 0 12.556 0.074 16.990 0.649 1962 11 7.833 1.642 0 0 7.833 1.642 12.347 2.296 1962 12 3.778 1.551 0 0 3.778 1.551 7.972 1.885 1963 1 0.000 -1.658 0 0 0.000 -1.658 4.356 -1.161 1963 2 5.667 2.251 0 0 5.667 2.251 10.586 3.311 1963 3 4.278 -1.107 0 0 4.278 -1.107 8.525 -0.720 1963 4 8.111 -0.883 0 0 8.111 -0.883 11.340 -1.513 1963 5 15.611 1.756 0 0 15.611 1.756 18.892 1.177 1963 6 18.111 -1.034 0 0 18.111 -1.034 20.941 -2.064 1963 7 24.444 1.832 0 0 24.444 1.832 27.497 1.025 1963 8 22.333 1.080 0 0 22.333 1.080 24.366 -0.747 1963 9 19.611 1.312 0 0 19.611 1.312 23.306 1.148 1963 10 14.611 2.130 0 0 14.611 2.130 18.352 2.011 1963 11 7.167 0.975 0 0 7.167 0.975 10.801 0.750 1963 12 2.222 -0.005 0 0 2.222 -0.005 6.619 0.532 1964 1 -0.056 -1.713 0 0 -0.056 -1.713 4.109 -1.408 1964 2 0.111 -3.305 0 0 0.111 -3.305 4.974 -2.302 1964 3 2.722 -2.663 0 0 2.722 -2.663 6.966 -2.279 1964 4 8.389 -0.605 0 0 8.389 -0.605 11.739 -1.114 1964 5 13.389 -0.467 0 0 13.389 -0.467 16.644 -1.071 1964 6 18.222 -0.923 0 0 18.222 -0.923 21.747 -1.258 1964 7 24.111 1.499 0 0 24.111 1.499 27.127 0.655 1964 8 20.722 -0.531 0 0 20.722 -0.531 24.158 -0.955 1964 9 17.167 -1.132 0 0 17.167 -1.132 21.893 -0.265 1964 10 14.000 1.519 0 0 14.000 1.519 19.209 2.868 1964 11 3.389 -2.803 0 0 3.389 -2.803 8.068 -1.983 1964 12 1.667 -0.560 0 0 1.667 -0.560 6.125 0.039 1965 1 3.333 1.676 0 0 3.333 1.676 7.321 1.803 1965 2 2.500 -0.916 0 0 2.500 -0.916 7.004 -0.271 1965 3 4.167 -1.218 0 0 4.167 -1.218 7.468 -1.777 1965 4 8.444 -0.550 0 0 8.444 -0.550 11.451 -1.402 1965 5 12.611 -1.244 0 0 12.611 -1.244 15.339 -2.376 1965 6 15.784 -3.361 1 0 NaN NaN 19.368 -3.637 1965 7 21.889 -0.723 0 0 21.889 -0.723 26.108 -0.363 1965 8 21.222 -0.031 0 0 21.222 -0.031 24.651 -0.462 1965 9 15.833 -2.466 0 0 15.833 -2.466 20.179 -1.980 1965 10 13.278 0.797 0 0 13.278 0.797 18.337 1.996 1965 11 7.778 1.586 0 0 7.778 1.586 11.870 1.819 1965 12 1.833 -0.393 0 0 1.833 -0.393 6.439 0.353 1966 1 NaN NaN NaN NaN NaN NaN 4.410 -1.107 1966 2 0.944 -2.472 0 0 0.944 -2.472 4.605 -2.670 1966 3 NaN NaN NaN NaN NaN NaN 10.254 1.010 1966 4 7.167 -1.828 0 0 7.167 -1.828 14.311 1.457 1966 5 14.667 0.811 0 0 14.667 0.811 19.267 1.552 1966 6 19.833 0.688 0 0 19.833 0.688 22.895 -0.109 1966 7 22.444 -0.168 0 0 22.444 -0.168 26.718 0.247 1966 8 23.056 1.802 0 0 23.056 1.802 25.647 0.533 1966 9 19.111 0.812 0 0 19.111 0.812 22.940 0.781 1966 10 12.167 -0.315 0 0 12.167 -0.315 16.394 0.053 1966 11 7.000 0.808 0 0 7.000 0.808 11.260 1.209 1966 12 1.444 -0.782 0 0 1.444 -0.782 6.329 0.243 1967 1 2.056 0.398 0 0 2.056 0.398 6.194 0.677 1967 2 NaN NaN NaN NaN NaN NaN 8.416 1.141 1967 3 3.611 -1.774 0 0 3.611 -1.774 10.459 1.214 1967 4 5.000 -3.994 0 0 5.000 -3.994 9.785 -3.068 1967 5 NaN NaN NaN NaN NaN NaN 17.070 -0.644 1967 6 18.753 -0.392 1 0 NaN NaN 20.862 -2.143 1967 7 23.222 0.610 0 0 23.222 0.610 26.981 0.510 1967 8 21.500 0.246 0 0 21.500 0.246 25.261 0.147 1967 9 18.056 -0.243 0 0 18.056 -0.243 22.440 0.281 1967 10 12.778 0.297 0 0 12.778 0.297 17.868 1.527 1967 11 8.667 2.475 0 0 8.667 2.475 12.364 2.313 1967 12 -2.056 -4.282 0 0 -2.056 -4.282 3.001 -3.085 1968 1 -0.722 -2.380 0 0 -0.722 -2.380 5.090 -0.427 1968 2 5.889 2.473 0 0 5.889 2.473 10.153 2.877 1968 3 6.500 1.115 0 0 6.500 1.115 9.772 0.527 1968 4 8.333 -0.661 0 0 8.333 -0.661 11.916 -0.938 1968 5 13.222 -0.633 0 0 13.222 -0.633 17.389 -0.325 1968 6 19.500 0.355 0 0 19.500 0.355 23.114 0.109 1968 7 22.444 -0.168 0 0 22.444 -0.168 25.652 -0.820 1968 8 19.278 -1.976 0 0 19.278 -1.976 22.549 -2.564 1968 9 17.778 -0.521 0 0 17.778 -0.521 22.190 0.031 1968 10 13.889 1.408 0 0 13.889 1.408 16.961 0.620 1968 11 6.889 0.697 0 0 6.889 0.697 10.392 0.341 1968 12 -0.444 -2.671 0 0 -0.444 -2.671 4.436 -1.651 1969 1 4.500 2.842 0 0 4.500 2.842 7.905 2.387 1969 2 2.111 -1.305 0 0 2.111 -1.305 5.976 -1.300 1969 3 3.444 -1.941 0 0 3.444 -1.941 7.279 -1.965 1969 4 9.667 0.672 0 0 9.667 0.672 13.366 0.513 1969 5 15.278 1.422 0 0 15.278 1.422 18.725 1.010 1969 6 18.722 -0.423 0 0 18.722 -0.423 21.720 -1.284 1969 7 23.056 0.443 0 0 23.056 0.443 26.729 0.257 1969 8 24.500 3.246 0 0 24.500 3.246 26.728 1.615 1969 9 18.278 -0.021 0 0 18.278 -0.021 23.299 1.141 1969 10 10.278 -2.203 0 0 10.278 -2.203 14.621 -1.719 1969 11 5.944 -0.247 0 0 5.944 -0.247 10.407 0.356 1969 12 3.833 1.607 0 0 3.833 1.607 7.455 1.369 1970 1 1.667 0.009 0 0 1.667 0.009 5.546 0.028 1970 2 4.500 1.084 0 0 4.500 1.084 9.208 1.932 1970 3 5.056 -0.329 0 0 5.056 -0.329 8.096 -1.148 1970 4 5.667 -3.328 0 0 5.667 -3.328 10.165 -2.689 1970 5 14.722 0.867 0 0 14.722 0.867 18.188 0.473 1970 6 19.444 0.299 0 0 19.444 0.299 23.209 0.204 1970 7 23.444 0.832 0 0 23.444 0.832 27.560 1.088 1970 8 22.222 0.969 0 0 22.222 0.969 25.632 0.519 1970 9 16.167 -2.132 0 0 16.167 -2.132 20.875 -1.283 1970 10 NaN NaN NaN NaN NaN NaN 14.757 -1.583 1970 11 6.444 0.253 0 0 6.444 0.253 10.889 0.838 1970 12 1.000 -1.227 0 0 1.000 -1.227 5.508 -0.578 1971 1 1.667 0.009 0 0 1.667 0.009 5.992 0.475 1971 2 2.333 -1.083 0 0 2.333 -1.083 7.224 -0.052 1971 3 6.000 0.615 0 0 6.000 0.615 9.866 0.621 1971 4 8.778 -0.216 0 0 8.778 -0.216 12.204 -0.650 1971 5 NaN NaN NaN NaN NaN NaN 15.097 -2.618 1971 6 19.500 0.355 0 0 19.500 0.355 22.198 -0.806 1971 7 24.222 1.610 0 0 24.222 1.610 27.805 1.334 1971 8 22.167 0.913 0 0 22.167 0.913 24.352 -0.761 1971 9 17.000 -1.299 0 0 17.000 -1.299 22.015 -0.143 1971 10 9.222 -3.259 0 0 9.222 -3.259 13.590 -2.751 1971 11 4.611 -1.580 0 0 4.611 -1.580 9.141 -0.910 1971 12 -1.778 -4.005 0 0 -1.778 -4.005 3.639 -2.448 1972 1 1.444 -0.213 0 0 1.444 -0.213 5.500 -0.018 1972 2 4.167 0.751 0 0 4.167 0.751 8.718 1.443 1972 3 9.444 4.059 0 0 9.444 4.059 13.520 4.276 1972 4 10.556 1.561 0 0 10.556 1.561 13.915 1.062 1972 5 14.389 0.533 0 0 14.389 0.533 17.848 0.133 1972 6 19.722 0.577 0 0 19.722 0.577 22.845 -0.159 1972 7 24.667 2.055 0 0 24.667 2.055 27.830 1.359 1972 8 21.667 0.413 0 0 21.667 0.413 24.559 -0.554 1972 9 17.444 -0.854 0 0 17.444 -0.854 21.998 -0.161 1972 10 11.389 -1.092 0 0 11.389 -1.092 15.270 -1.071 1972 11 3.889 -2.303 0 0 3.889 -2.303 7.662 -2.389 1972 12 0.000 -2.227 0 0 -0.000 -2.227 4.355 -1.732 1973 1 0.556 -1.102 0 0 0.556 -1.102 3.956 -1.561 1973 2 3.444 0.028 0 0 3.444 0.028 6.840 -0.436 1973 3 3.167 -2.218 0 0 3.167 -2.218 5.760 -3.485 1973 4 NaN NaN NaN NaN NaN NaN 11.114 -1.740 1973 5 14.556 0.700 0 0 14.556 0.700 18.348 0.633 1973 6 19.444 0.299 0 0 19.444 0.299 23.306 0.301 1973 7 22.500 -0.112 0 0 22.500 -0.112 26.612 0.140 1973 8 21.556 0.302 0 0 21.556 0.302 24.822 -0.291 1973 9 17.333 -0.966 0 0 17.333 -0.966 21.697 -0.461 1973 10 NaN NaN NaN NaN NaN NaN 16.857 0.516 1973 11 5.722 -0.469 0 0 5.722 -0.469 9.609 -0.442 1973 12 2.833 0.607 0 0 2.833 0.607 7.003 0.917 1974 1 0.611 -1.047 0 0 0.611 -1.047 4.909 -0.608 1974 2 1.556 -1.861 0 0 1.556 -1.861 6.462 -0.813 1974 3 7.556 2.171 0 0 7.556 2.171 10.209 0.965 1974 4 9.111 0.117 0 0 9.111 0.117 12.778 -0.075 1974 5 15.722 1.867 0 0 15.722 1.867 18.468 0.753 1974 6 22.778 3.633 0 0 22.778 3.633 25.463 2.458 1974 7 24.111 1.499 0 0 24.111 1.499 25.876 -0.595 1974 8 22.222 0.969 0 0 22.222 0.969 24.105 -1.008 1974 9 19.167 0.868 0 0 19.167 0.868 22.846 0.688 1974 10 13.000 0.519 0 0 13.000 0.519 16.847 0.506 1974 11 5.778 -0.414 0 0 5.778 -0.414 10.016 -0.035 1974 12 0.278 -1.949 0 0 0.278 -1.949 4.498 -1.588 1975 1 1.056 -0.602 0 0 1.056 -0.602 5.500 -0.017 1975 2 1.556 -1.861 0 0 1.556 -1.861 6.114 -1.162 1975 3 4.389 -0.996 0 0 4.389 -0.996 7.370 -1.874 1975 4 5.611 -3.383 0 0 5.611 -3.383 9.094 -3.760 1975 5 12.500 -1.355 0 0 12.500 -1.355 16.379 -1.336 1975 6 18.778 -0.367 0 0 18.778 -0.367 22.066 -0.939 1975 7 23.222 0.610 0 0 23.222 0.610 26.538 0.066 1975 8 21.722 0.469 0 0 21.722 0.469 24.566 -0.547 1975 9 18.722 0.423 0 0 18.722 0.423 22.894 0.736 1975 10 11.667 -0.815 0 0 11.667 -0.815 16.191 -0.149 1975 11 6.056 -0.136 0 0 6.056 -0.136 9.838 -0.213 1975 12 1.575 -0.652 1 0 NaN NaN 6.928 0.842 1976 1 2.056 0.398 0 0 2.056 0.398 6.800 1.283 1976 2 4.778 1.362 0 0 4.778 1.362 8.780 1.505 1976 3 4.889 -0.496 0 0 4.889 -0.496 8.136 -1.108 1976 4 8.167 -0.828 0 0 8.167 -0.828 11.572 -1.281 1976 5 14.833 0.978 0 0 14.833 0.978 18.409 0.694 1976 6 18.611 -0.534 0 0 18.611 -0.534 22.446 -0.559 1976 7 23.167 0.555 0 0 23.167 0.555 26.281 -0.191 1976 8 19.944 -1.309 0 0 19.944 -1.309 23.854 -1.259 1976 9 17.278 -1.021 0 0 17.278 -1.021 21.102 -1.056 1976 10 10.944 -1.537 0 0 10.944 -1.537 15.399 -0.942 1976 11 6.722 0.531 0 0 6.722 0.531 11.122 1.071 1976 12 1.278 -0.949 0 0 1.278 -0.949 6.245 0.159 1977 1 0.722 -0.935 0 0 0.722 -0.935 5.348 -0.169 1977 2 4.222 0.806 0 0 4.222 0.806 8.690 1.414 1977 3 3.333 -2.052 0 0 3.333 -2.052 6.932 -2.313 1977 4 10.000 1.006 0 0 10.000 1.006 13.838 0.984 1977 5 10.833 -3.022 0 0 10.833 -3.022 14.687 -3.027 1977 6 20.778 1.633 0 0 20.778 1.633 23.841 0.836 1977 7 23.667 1.055 0 0 23.667 1.055 26.820 0.348 1977 8 22.722 1.469 0 0 22.722 1.469 25.389 0.276 1977 9 18.111 -0.188 0 0 18.111 -0.188 22.547 0.388 1977 10 13.667 1.185 0 0 13.667 1.185 17.998 1.657 1977 11 7.778 1.586 0 0 7.778 1.586 11.721 1.670 1977 12 5.333 3.107 0 0 5.333 3.107 9.118 3.032 1978 1 3.278 1.620 0 0 3.278 1.620 6.734 1.217 1978 2 4.056 0.639 0 0 4.056 0.639 7.407 0.132 1978 3 8.333 2.948 0 0 8.333 2.948 10.807 1.563 1978 4 9.500 0.506 0 0 9.500 0.506 12.026 -0.827 1978 5 13.389 -0.467 0 0 13.389 -0.467 16.927 -0.788 1978 6 20.222 1.077 0 0 20.222 1.077 23.688 0.683 1978 7 23.222 0.610 0 0 23.222 0.610 26.853 0.382 1978 8 21.000 -0.254 0 0 21.000 -0.254 24.576 -0.538 1978 9 17.389 -0.910 0 0 17.389 -0.910 22.058 -0.100 1978 10 14.556 2.074 0 0 14.556 2.074 18.893 2.553 1978 11 6.111 -0.080 0 0 6.111 -0.080 9.613 -0.438 1978 12 0.333 -1.893 0 0 0.333 -1.893 3.992 -2.094 1979 1 -0.778 -2.435 0 0 -0.778 -2.435 2.722 -2.795 1979 2 1.389 -2.027 0 0 1.389 -2.027 5.915 -1.361 1979 3 5.611 0.226 0 0 5.611 0.226 8.152 -1.092 1979 4 9.056 0.061 0 0 9.056 0.061 12.570 -0.283 1979 5 13.833 -0.022 0 0 13.833 -0.022 16.969 -0.746 1979 6 18.778 -0.367 0 0 18.778 -0.367 22.637 -0.367 1979 7 22.722 0.110 0 0 22.722 0.110 26.294 -0.178 1979 8 20.111 -1.143 0 0 20.111 -1.143 23.351 -1.762 1979 9 20.056 1.757 0 0 20.056 1.757 24.455 2.297 1979 10 13.667 1.185 0 0 13.667 1.185 18.026 1.685 1979 11 4.278 -1.914 0 0 4.278 -1.914 8.436 -1.615 1979 12 3.333 1.107 0 0 3.333 1.107 7.684 1.597 1980 1 3.722 2.065 0 0 3.722 2.065 7.295 1.778 1980 2 5.167 1.751 0 0 5.167 1.751 9.115 1.840 1980 3 4.889 -0.496 0 0 4.889 -0.496 7.826 -1.419 1980 4 9.500 0.506 0 0 9.500 0.506 12.711 -0.143 1980 5 11.611 -2.244 0 0 11.611 -2.244 15.034 -2.681 1980 6 17.611 -1.534 0 0 17.611 -1.534 22.389 -0.615 1980 7 NaN NaN NaN NaN NaN NaN 27.306 0.835 1980 8 22.056 0.802 0 0 22.056 0.802 24.864 -0.249 1980 9 19.389 1.090 0 0 19.389 1.090 22.849 0.691 1980 10 12.444 -0.037 0 0 12.444 -0.037 16.821 0.480 1980 11 6.889 0.697 0 0 6.889 0.697 11.278 1.227 1980 12 5.778 3.551 0 0 5.778 3.551 9.877 3.790 1981 1 4.500 2.842 0 0 4.500 2.842 8.514 2.997 1981 2 4.444 1.028 0 0 4.444 1.028 8.920 1.644 1981 3 5.833 0.448 0 0 5.833 0.448 8.835 -0.409 1981 4 11.778 2.784 0 0 11.778 2.784 15.321 2.467 1981 5 14.889 1.033 0 0 14.889 1.033 17.873 0.158 1981 6 21.667 2.522 0 0 21.667 2.522 25.486 2.482 1981 7 23.556 0.943 0 0 23.556 0.943 27.448 0.976 1981 8 22.222 0.969 0 0 22.222 0.969 25.658 0.544 1981 9 19.222 0.923 0 0 19.222 0.923 22.812 0.654 1981 10 10.667 -1.815 0 0 10.667 -1.815 15.051 -1.290 1981 11 7.389 1.197 0 0 7.389 1.197 11.722 1.670 1981 12 3.778 1.551 0 0 3.778 1.551 8.129 2.043 1982 1 0.444 -1.213 0 0 0.444 -1.213 5.406 -0.111 1982 2 NaN NaN NaN NaN NaN NaN 8.225 0.950 1982 3 NaN NaN NaN NaN NaN NaN 8.513 -0.731 1982 4 NaN NaN NaN NaN NaN NaN 12.558 -0.296 1982 5 NaN NaN NaN NaN NaN NaN 17.049 -0.666 1982 6 NaN NaN NaN NaN NaN NaN 21.369 -1.636 1982 7 NaN NaN NaN NaN NaN NaN 25.722 -0.750 1982 8 NaN NaN NaN NaN NaN NaN 24.992 -0.121 1982 9 NaN NaN NaN NaN NaN NaN 21.972 -0.186 1982 10 NaN NaN NaN NaN NaN NaN 15.081 -1.260 1982 11 NaN NaN NaN NaN NaN NaN 9.520 -0.531 1982 12 NaN NaN NaN NaN NaN NaN 5.610 -0.476 1983 1 NaN NaN NaN NaN NaN NaN 6.800 1.283