% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 9309 % Primary Name: DUCHESS % Record Type: TAVG % Country: Canada % Latitude: 50.73000 +/- 0.00500 % Longitude: -111.90000 +/- 0.00500 % Elevation (m): 755.00 +/- 0.50 % # of Months: 169 % % IDs: ghcnd - CA003022143 % % Sources: Global Historical Climatology Network - Daily % % Site Hash: 19fb9069fbcaa387c8388260d5f1f02b % Raw Data Hash: cef1d8251df4e0d1f0d0092450176319 % Adj Data Hash: c0303d09cea0cd089e8dc450ef69b596 % % 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 1962 7 NaN NaN NaN NaN NaN NaN 16.947 -0.736 1962 8 NaN NaN NaN NaN NaN NaN 17.083 0.476 1962 9 NaN NaN NaN NaN NaN NaN 11.803 0.276 1962 10 NaN NaN NaN NaN NaN NaN 8.972 3.189 1962 11 NaN NaN NaN NaN NaN NaN 1.275 4.260 1962 12 NaN NaN NaN NaN NaN NaN -5.437 3.523 1963 1 NaN NaN NaN NaN NaN NaN -15.633 -2.362 1963 2 NaN NaN NaN NaN NaN NaN -2.227 6.235 1963 3 NaN NaN NaN NaN NaN NaN -0.050 4.205 1963 4 NaN NaN NaN NaN NaN NaN 4.965 1.005 1963 5 NaN NaN NaN NaN NaN NaN 10.385 -0.255 1963 6 NaN NaN NaN NaN NaN NaN 14.880 0.150 1963 7 18.453 0.829 0 0 18.480 0.856 17.947 0.264 1963 8 17.865 1.317 0 0 17.886 1.338 17.753 1.146 1963 9 15.372 3.904 0 0 15.389 3.921 15.280 3.753 1963 10 9.400 3.676 0 0 9.421 3.697 10.142 4.359 1963 11 -3.082 -0.038 0 0 -3.024 0.021 -3.404 -0.419 1963 12 -10.487 -1.468 0 0 -10.357 -1.338 -9.446 -0.486 1964 1 -8.868 4.462 0 0 -8.680 4.650 -9.174 4.096 1964 2 -0.281 8.240 0 0 -0.108 8.413 -0.184 8.277 1964 3 -5.792 -1.478 0 0 -5.693 -1.379 -6.728 -2.473 1964 4 4.273 0.373 0 0 4.310 0.410 3.764 -0.196 1964 5 11.482 0.901 0 0 11.502 0.921 10.876 0.235 1964 6 15.440 0.769 0 0 15.466 0.794 14.487 -0.244 1964 7 18.889 1.265 0 0 18.916 1.292 18.775 1.092 1964 8 16.003 -0.545 0 0 16.025 -0.523 15.982 -0.625 1964 9 9.137 -2.331 0 0 9.153 -2.315 8.851 -2.676 1964 10 8.335 2.612 0 0 8.356 2.633 9.212 3.429 1964 11 -2.700 0.344 0 0 -2.642 0.402 -3.687 -0.702 1964 12 -20.277 -11.259 0 0 -20.147 -11.128 -18.447 -9.487 1965 1 -16.108 -2.778 0 0 -15.920 -2.591 -15.197 -1.927 1965 2 -10.620 -2.099 0 0 -10.447 -1.926 -8.230 0.232 1965 3 -8.611 -4.297 0 0 -8.512 -4.198 -9.638 -5.383 1965 4 4.630 0.730 0 0 4.667 0.766 4.083 0.124 1965 5 9.918 -0.663 0 0 9.937 -0.644 9.881 -0.759 1965 6 14.313 -0.358 0 0 14.339 -0.332 13.430 -1.300 1965 7 18.539 0.915 0 0 18.566 0.942 18.486 0.802 1965 8 18.613 2.065 0 0 18.635 2.087 18.135 1.528 1965 9 6.309 -5.159 0 0 6.325 -5.143 5.727 -5.800 1965 10 8.868 3.144 0 0 8.889 3.165 10.284 4.501 1965 11 -7.932 -4.888 0 0 -7.874 -4.829 -6.171 -3.186 1965 12 -8.595 0.423 0 0 -8.465 0.554 -8.845 0.114 1966 1 -21.611 -8.282 0 0 -21.423 -8.094 -20.211 -6.941 1966 2 -12.013 -3.491 0 0 -11.840 -3.319 -8.297 0.165 1966 3 -1.458 2.856 0 0 -1.358 2.956 -1.815 2.439 1966 4 2.933 -0.968 0 0 2.969 -0.931 2.235 -1.725 1966 5 11.885 1.304 0 0 11.904 1.323 11.825 1.185 1966 6 13.808 -0.863 0 0 13.834 -0.837 13.164 -1.567 1966 7 17.718 0.094 0 0 17.745 0.121 17.590 -0.094 1966 8 15.695 -0.853 0 0 15.717 -0.831 15.687 -0.920 1966 9 14.044 2.576 0 0 14.060 2.592 13.896 2.369 1966 10 5.295 -0.429 0 0 5.316 -0.408 6.538 0.754 1966 11 -7.838 -4.794 0 0 -7.780 -4.736 -7.215 -4.230 1966 12 -9.427 -0.409 0 0 -9.297 -0.278 -7.870 1.090 1967 1 -14.424 -1.095 0 0 -14.236 -0.907 -13.781 -0.511 1967 2 -9.387 -0.866 0 0 -9.215 -0.694 -5.982 2.479 1967 3 -8.961 -4.647 0 0 -8.862 -4.548 -8.906 -4.652 1967 4 -1.023 -4.924 0 0 -0.987 -4.887 -0.747 -4.706 1967 5 9.342 -1.238 0 0 9.362 -1.219 8.978 -1.662 1967 6 14.123 -0.548 0 0 14.149 -0.522 13.479 -1.252 1967 7 18.494 0.869 0 0 18.521 0.896 18.606 0.923 1967 8 19.050 2.502 0 0 19.072 2.524 19.021 2.414 1967 9 15.981 4.513 1 0 NaN NaN 16.027 4.500 1967 10 7.313 1.589 0 0 7.334 1.610 7.633 1.850 1967 11 -1.383 1.661 0 0 -1.325 1.719 -1.826 1.159 1967 12 -9.652 -0.633 0 0 -9.521 -0.502 -8.465 0.495 1968 1 -11.960 1.370 0 0 -11.772 1.558 -13.190 0.080 1968 2 -5.471 3.050 0 0 -5.298 3.223 -3.930 4.532 1968 3 2.868 7.182 0 0 2.967 7.281 1.280 5.535 1968 4 4.285 0.385 0 0 4.322 0.421 3.254 -0.706 1968 5 9.881 -0.700 0 0 9.900 -0.681 9.506 -1.135 1968 6 14.673 0.002 0 0 14.699 0.028 13.715 -1.015 1968 7 17.390 -0.234 0 0 17.417 -0.207 17.332 -0.352 1968 8 15.284 -1.264 0 0 15.306 -1.242 14.998 -1.610 1968 9 13.296 1.828 0 0 13.313 1.845 11.514 -0.014 1968 10 6.548 0.824 0 0 6.569 0.845 6.897 1.114 1968 11 2.168 5.212 1 0 NaN NaN -1.292 1.693 1968 12 -12.992 -3.973 0 0 -12.861 -3.843 -14.112 -5.152 1969 1 -26.616 -13.287 0 0 -26.428 -13.099 -26.576 -13.305 1969 2 -13.579 -5.058 0 0 -13.406 -4.885 -10.999 -2.537 1969 3 -8.147 -3.833 0 0 -8.047 -3.733 -6.709 -2.454 1969 4 7.723 3.823 0 0 7.760 3.860 7.389 3.429 1969 5 11.879 1.298 0 0 11.899 1.318 11.729 1.089 1969 6 15.160 0.489 0 0 15.186 0.514 14.149 -0.582 1969 7 17.366 -0.258 0 0 17.393 -0.231 16.812 -0.871 1969 8 18.303 1.755 0 0 18.325 1.777 17.808 1.201 1969 9 12.658 1.190 0 0 12.675 1.207 11.947 0.420 1969 10 2.003 -3.721 0 0 2.024 -3.700 3.211 -2.572 1969 11 0.197 3.241 0 0 0.255 3.299 0.661 3.646 1969 12 -5.126 3.893 0 0 -4.996 4.023 -4.876 4.083 1970 1 -16.636 -3.306 0 0 -16.448 -3.119 -16.294 -3.024 1970 2 -8.693 -0.172 0 0 -8.520 0.001 -4.333 4.128 1970 3 -5.312 -0.998 1 0 NaN NaN -6.059 -1.804 1970 4 3.764 -0.136 0 0 3.801 -0.100 2.800 -1.159 1970 5 11.179 0.599 0 0 11.199 0.618 11.107 0.466 1970 6 NaN NaN NaN NaN NaN NaN 17.385 2.654 1970 7 19.063 1.439 0 0 19.090 1.466 19.274 1.591 1970 8 18.269 1.721 0 0 18.291 1.743 18.337 1.730 1970 9 10.708 -0.760 0 0 10.724 -0.744 10.269 -1.259 1970 10 4.669 -1.055 0 0 4.690 -1.034 5.789 0.005 1970 11 -7.848 -4.804 0 0 -7.790 -4.746 -7.104 -4.119 1970 12 -14.502 -5.483 0 0 -14.371 -5.352 -12.775 -3.815 1971 1 -17.263 -3.933 0 0 -17.075 -3.746 -17.272 -4.001 1971 2 NaN NaN NaN NaN NaN NaN -5.050 3.412 1971 3 NaN NaN NaN NaN NaN NaN -6.283 -2.028 1971 4 5.057 1.157 0 0 5.094 1.194 4.739 0.779 1971 5 12.016 1.435 0 0 12.036 1.455 12.003 1.362 1971 6 14.718 0.047 0 0 14.744 0.073 14.137 -0.593 1971 7 17.368 -0.256 0 0 17.395 -0.229 17.406 -0.277 1971 8 20.863 4.315 1 0 NaN NaN 20.820 4.213 1971 9 10.685 -0.783 0 0 10.701 -0.767 10.025 -1.502 1971 10 4.458 -1.266 0 0 4.479 -1.245 5.599 -0.184 1971 11 -1.656 1.388 0 0 -1.598 1.446 -2.211 0.773 1971 12 -16.024 -7.006 0 0 -15.894 -6.875 -14.866 -5.906 1972 1 -17.527 -4.198 0 0 -17.340 -4.010 -18.297 -5.027 1972 2 -14.617 -6.096 0 0 -14.444 -5.923 -12.558 -4.097 1972 3 -4.397 -0.083 0 0 -4.297 0.017 -4.108 0.147 1972 4 4.747 0.846 0 0 4.783 0.883 3.647 -0.312 1972 5 11.598 1.017 0 0 11.618 1.037 11.246 0.606 1972 6 16.323 1.652 0 0 16.349 1.678 15.587 0.857 1972 7 16.166 -1.458 0 0 16.193 -1.431 15.614 -2.069 1972 8 18.987 2.440 1 0 NaN NaN 18.860 2.253 1972 9 8.077 -3.391 0 0 8.093 -3.375 7.619 -3.908 1972 10 4.048 -1.676 0 0 4.069 -1.655 4.386 -1.398 1972 11 -1.667 1.377 0 0 -1.609 1.435 -2.128 0.857 1972 12 -13.744 -4.726 0 0 -13.614 -4.595 -12.880 -3.921 1973 1 -7.715 5.614 0 0 -7.528 5.802 -9.406 3.864 1973 2 -10.558 -2.037 0 0 -10.385 -1.864 -7.242 1.220 1973 3 0.822 5.136 0 0 0.922 5.236 -0.603 3.652 1973 4 3.757 -0.144 0 0 3.793 -0.107 3.219 -0.740 1973 5 11.489 0.908 0 0 11.509 0.928 11.821 1.181 1973 6 15.253 0.582 0 0 15.279 0.608 14.402 -0.329 1973 7 18.171 0.547 0 0 18.198 0.574 17.982 0.299 1973 8 17.498 0.951 0 0 17.520 0.972 17.213 0.606 1973 9 11.882 0.414 0 0 11.898 0.430 11.492 -0.035 1973 10 6.531 0.807 0 0 6.552 0.828 6.918 1.135 1973 11 -11.505 -8.461 0 0 -11.447 -8.403 -11.142 -8.157 1973 12 -10.208 -1.189 0 0 -10.077 -1.059 -7.921 1.038 1974 1 -15.099 -1.770 1 0 NaN NaN -15.754 -2.484 1974 2 -8.078 0.443 0 0 -7.905 0.616 -5.009 3.453 1974 3 -8.722 -4.408 1 0 NaN NaN -7.285 -3.030 1974 4 5.228 1.328 0 0 5.265 1.365 5.441 1.481 1974 5 8.697 -1.884 0 0 8.716 -1.865 8.517 -2.124 1974 6 17.448 2.777 0 0 17.474 2.803 16.490 1.760 1974 7 18.915 1.291 0 0 18.942 1.318 18.046 0.363 1974 8 15.441 -1.107 0 0 15.462 -1.086 15.005 -1.602 1974 9 11.036 -0.432 0 0 11.052 -0.416 10.623 -0.904 1974 10 8.492 2.768 0 0 8.513 2.789 9.355 3.571 1974 11 -0.505 2.539 0 0 -0.447 2.597 -0.875 2.110 1974 12 -4.471 4.547 0 0 -4.341 4.678 -3.654 5.305 1975 1 -10.024 3.305 0 0 -9.836 3.493 -11.427 1.844 1975 2 NaN NaN NaN NaN NaN NaN -13.359 -4.897 1975 3 NaN NaN NaN NaN NaN NaN -7.654 -3.399 1975 4 NaN NaN NaN NaN NaN NaN -0.915 -4.875 1975 5 NaN NaN NaN NaN NaN NaN 9.638 -1.002 1975 6 NaN NaN NaN NaN NaN NaN 13.524 -1.207 1975 7 NaN NaN NaN NaN NaN NaN 19.803 2.120 1975 8 NaN NaN NaN NaN NaN NaN 14.913 -1.694 1975 9 NaN NaN NaN NaN NaN NaN 12.219 0.692 1975 10 NaN NaN NaN NaN NaN NaN 6.113 0.329 1975 11 NaN NaN NaN NaN NaN NaN -3.041 -0.056 1975 12 NaN NaN NaN NaN NaN NaN -8.428 0.532 1976 1 NaN NaN NaN NaN NaN NaN -9.982 3.288 1976 2 -5.271 3.250 1 0 NaN NaN -3.903 4.559 1976 3 -3.302 1.012 0 2 -3.817 0.497 -4.439 -0.184 1976 4 8.465 4.565 0 0 8.276 4.376 6.645 2.685 1976 5 12.998 2.417 0 0 12.897 2.316 12.614 1.974 1976 6 14.143 -0.528 0 0 14.010 -0.661 12.552 -2.179 1976 7 18.673 1.048 0 0 18.533 0.909 18.203 0.520 1976 8 18.098 1.551 0 0 17.987 1.439 17.617 1.010 1976 9 14.948 3.480 0 0 14.864 3.396 13.892 2.365 1976 10 5.290 -0.434 0 0 5.182 -0.542 5.832 0.049 1976 11 -1.357 1.687 0 0 -1.657 1.387 -1.177 1.808 1976 12 -7.068 1.950 0 0 -7.742 1.277 -6.020 2.939 1977 1 -11.748 1.581 0 0 -12.717 0.612 -12.606 0.665 1977 2 -0.250 8.271 0 0 -1.142 7.379 0.726 9.187 1977 3 0.398 4.712 1 0 NaN NaN -2.014 2.241 1977 4 10.079 6.178 1 0 NaN NaN 7.976 4.016 1977 5 12.443 1.862 0 0 12.342 1.761 11.150 0.510 1977 6 17.757 3.086 0 0 17.625 2.953 16.279 1.548 1977 7 18.058 0.434 0 0 17.919 0.294 17.345 -0.339 1977 8 15.513 -1.035 0 0 15.401 -1.147 14.613 -1.994 1977 9 11.332 -0.136 0 0 11.248 -0.220 10.286 -1.242 1977 10 7.446 1.722 0 0 7.338 1.614 7.353 1.569 1977 11 -5.570 -2.526 0 0 -5.870 -2.826 -5.043 -2.058 1977 12 -14.623 -5.604 0 0 -15.296 -6.278 -13.785 -4.825 1978 1 -17.410 -4.080 0 0 -18.379 -5.049 -18.154 -4.883 1978 2 -15.521 -7.000 0 0 -16.414 -7.893 -11.197 -2.735 1978 3 NaN NaN NaN NaN NaN NaN -4.085 0.169 1978 4 5.088 1.187 0 0 4.899 0.999 4.249 0.290 1978 5 11.282 0.701 1 0 NaN NaN 10.346 -0.294 1978 6 16.392 1.720 1 0 NaN NaN 15.192 0.461 1978 7 18.411 0.787 0 0 18.272 0.648 17.918 0.234 1978 8 16.169 -0.379 0 0 16.058 -0.490 16.013 -0.594 1978 9 NaN NaN NaN NaN NaN NaN 11.914 0.386 1978 10 7.991 2.267 1 0 NaN NaN 8.391 2.608 1978 11 NaN NaN NaN NaN NaN NaN -6.350 -3.366 1978 12 -7.814 1.205 1 0 NaN NaN -10.910 -1.951 1979 1 -18.079 -4.749 1 0 NaN NaN -18.027 -4.757 1979 2 NaN NaN NaN NaN NaN NaN -15.816 -7.355 1979 3 NaN NaN NaN NaN NaN NaN -1.416 2.838 1979 4 NaN NaN NaN NaN NaN NaN 1.837 -2.122 1979 5 NaN NaN NaN NaN NaN NaN 9.106 -1.534 1979 6 NaN NaN NaN NaN NaN NaN 14.852 0.122 1979 7 NaN NaN NaN NaN NaN NaN 18.658 0.975 1979 8 NaN NaN NaN NaN NaN NaN 17.687 1.080 1979 9 NaN NaN NaN NaN NaN NaN 14.026 2.499 1979 10 NaN NaN NaN NaN NaN NaN 8.491 2.708 1979 11 NaN NaN NaN NaN NaN NaN -1.994 0.991 1979 12 NaN NaN NaN NaN NaN NaN -4.925 4.034 1980 1 NaN NaN NaN NaN NaN NaN -15.696 -2.425