% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 25757 % Primary Name: KOKEE, KAUAI, HAWAII % Record Type: TAVG % Country: United States % State: HI % Latitude: 22.15000 +/- 0.00500 % Longitude: -159.65000 +/- 0.00500 % Elevation (m): 1280.00 +/- 0.05 % # of Months: 217 % % Alternate Names: KOKEE % % IDs: gsod - 911610-99999 % ncdc - 20023747 % usaf - 911610 % wmo - 91161 % % Sources: Global Summary of the Day % Multi-network Metadata System % World Meteorological Organization Metadata % % Site Hash: 62dcc5eb808b034dc450a1e1fdeab7f4 % Raw Data Hash: 46f1817126842a769198dab9e5d89e71 % Adj Data Hash: 7a7808bbe80524fe88384bcfc943f70e % % 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 1972 1 NaN NaN NaN NaN NaN NaN 21.328 -0.530 1972 2 NaN NaN NaN NaN NaN NaN 21.137 -0.459 1972 3 NaN NaN NaN NaN NaN NaN 21.925 0.114 1972 4 NaN NaN NaN NaN NaN NaN 21.993 -0.271 1972 5 NaN NaN NaN NaN NaN NaN 23.340 -0.071 1972 6 NaN NaN NaN NaN NaN NaN 24.182 -0.198 1972 7 NaN NaN NaN NaN NaN NaN 24.552 -0.353 1972 8 NaN NaN NaN NaN NaN NaN 25.477 0.132 1972 9 NaN NaN NaN NaN NaN NaN 25.382 -0.084 1972 10 NaN NaN NaN NaN NaN NaN 24.979 0.106 1972 11 NaN NaN NaN NaN NaN NaN 23.912 -0.123 1972 12 NaN NaN NaN NaN NaN NaN 21.674 -0.983 1973 1 12.977 0.504 1 0 NaN NaN 21.421 -0.437 1973 2 12.072 -0.139 1 0 NaN NaN 21.117 -0.479 1973 3 13.150 0.724 1 0 NaN NaN 22.320 0.509 1973 4 13.185 0.306 1 0 NaN NaN 22.170 -0.094 1973 5 13.563 -0.463 1 0 NaN NaN 22.798 -0.613 1973 6 14.607 -0.388 1 0 NaN NaN 23.896 -0.485 1973 7 15.867 0.347 1 0 NaN NaN 24.437 -0.467 1973 8 16.100 0.140 1 0 NaN NaN 24.857 -0.489 1973 9 16.167 0.085 1 0 NaN NaN 25.189 -0.278 1973 10 15.564 0.076 0 0 15.564 0.076 24.803 -0.070 1973 11 15.584 0.934 1 0 NaN NaN 24.282 0.247 1973 12 14.560 1.288 1 0 NaN NaN 22.633 -0.024 1974 1 14.327 1.855 1 0 NaN NaN 22.885 1.028 1974 2 13.865 1.653 1 0 NaN NaN 22.514 0.917 1974 3 13.985 1.559 1 0 NaN NaN 22.251 0.440 1974 4 14.481 1.602 1 0 NaN NaN 23.009 0.745 1974 5 14.891 0.865 1 0 NaN NaN 23.720 0.309 1974 6 15.839 0.844 1 0 NaN NaN 24.396 0.016 1974 7 16.007 0.488 1 0 NaN NaN 24.527 -0.378 1974 8 17.283 1.323 1 0 NaN NaN 25.447 0.101 1974 9 17.226 1.144 1 0 NaN NaN 25.551 0.084 1974 10 16.987 1.499 1 0 NaN NaN 25.514 0.641 1974 11 14.787 0.136 1 0 NaN NaN 24.072 0.037 1974 12 14.398 1.126 1 0 NaN NaN 23.570 0.913 1975 1 12.798 0.325 0 2 12.765 0.293 22.223 0.365 1975 2 13.340 1.128 1 0 NaN NaN 21.376 -0.220 1975 3 12.790 0.363 1 0 NaN NaN 21.636 -0.175 1975 4 13.803 0.924 1 0 NaN NaN 22.173 -0.091 1975 5 14.654 0.628 1 0 NaN NaN 22.982 -0.428 1975 6 15.440 0.445 1 0 NaN NaN 23.746 -0.634 1975 7 15.218 -0.302 1 0 NaN NaN 24.035 -0.870 1975 8 15.924 -0.036 1 0 NaN NaN 24.562 -0.783 1975 9 15.877 -0.205 1 0 NaN NaN 24.895 -0.572 1975 10 15.068 -0.420 0 0 15.036 -0.452 24.684 -0.189 1975 11 15.329 0.679 1 0 NaN NaN 24.254 0.218 1975 12 13.258 -0.014 1 0 NaN NaN 22.595 -0.062 1976 1 13.610 1.138 1 0 NaN NaN 22.336 0.479 1976 2 12.315 0.104 1 0 NaN NaN 21.473 -0.123 1976 3 13.290 0.863 1 0 NaN NaN 21.330 -0.481 1976 4 13.102 0.223 1 0 NaN NaN 22.005 -0.259 1976 5 14.153 0.127 1 0 NaN NaN 23.248 -0.163 1976 6 14.623 -0.373 1 0 NaN NaN 23.888 -0.492 1976 7 14.823 -0.696 0 0 14.791 -0.729 24.121 -0.783 1976 8 15.835 -0.125 0 0 15.803 -0.157 24.940 -0.406 1976 9 16.673 0.592 1 0 NaN NaN 25.406 -0.060 1976 10 15.512 0.024 0 0 15.479 -0.008 24.892 0.019 1976 11 13.894 -0.756 1 0 NaN NaN 23.502 -0.533 1976 12 14.118 0.846 1 0 NaN NaN 23.240 0.583 1977 1 13.490 1.018 0 0 13.458 0.985 22.965 1.107 1977 2 13.894 1.682 0 0 13.861 1.650 22.773 1.177 1977 3 12.836 0.409 0 0 12.803 0.377 22.661 0.850 1977 4 13.602 0.723 1 0 NaN NaN 22.428 0.164 1977 5 14.714 0.688 1 0 NaN NaN 23.324 -0.087 1977 6 15.402 0.407 1 0 NaN NaN 24.248 -0.132 1977 7 15.908 0.388 1 0 NaN NaN 24.726 -0.178 1977 8 16.969 1.009 1 0 NaN NaN 25.698 0.353 1977 9 16.696 0.615 1 0 NaN NaN 25.863 0.396 1977 10 16.438 0.950 1 0 NaN NaN 25.650 0.778 1977 11 15.850 1.200 1 0 NaN NaN 24.909 0.874 1977 12 13.112 -0.160 1 0 NaN NaN 23.198 0.541 1978 1 13.505 1.033 1 0 NaN NaN 22.364 0.506 1978 2 14.135 1.924 1 0 NaN NaN 22.251 0.655 1978 3 13.187 0.761 1 0 NaN NaN 22.368 0.557 1978 4 13.829 0.950 1 0 NaN NaN 22.788 0.524 1978 5 15.529 1.503 1 0 NaN NaN 23.867 0.456 1978 6 15.881 0.886 1 0 NaN NaN 24.504 0.123 1978 7 16.846 1.327 1 0 NaN NaN 25.035 0.131 1978 8 17.072 1.112 1 0 NaN NaN 25.504 0.159 1978 9 16.934 0.853 1 0 NaN NaN 25.992 0.525 1978 10 16.185 0.697 1 0 NaN NaN 25.039 0.166 1978 11 14.116 -0.534 0 2 14.035 -0.615 23.711 -0.324 1978 12 12.461 -0.811 1 0 NaN NaN 22.632 -0.025 1979 1 11.284 -1.189 1 0 NaN NaN 21.744 -0.114 1979 2 12.643 0.432 1 0 NaN NaN 21.447 -0.149 1979 3 13.266 0.840 1 0 NaN NaN 21.705 -0.107 1979 4 13.930 1.051 1 0 NaN NaN 22.200 -0.064 1979 5 15.328 1.302 1 0 NaN NaN 23.778 0.368 1979 6 15.323 0.328 1 0 NaN NaN 24.479 0.099 1979 7 16.609 1.089 1 0 NaN NaN 24.813 -0.091 1979 8 17.633 1.672 1 0 NaN NaN 25.788 0.442 1979 9 17.516 1.434 0 0 17.435 1.353 26.599 1.133 1979 10 16.867 1.379 1 0 NaN NaN 26.129 1.257 1979 11 14.725 0.075 1 0 NaN NaN 24.379 0.344 1979 12 14.392 1.120 1 0 NaN NaN 23.233 0.576 1980 1 13.074 0.602 1 0 NaN NaN 22.255 0.397 1980 2 13.291 1.080 1 0 NaN NaN 21.796 0.200 1980 3 13.216 0.789 1 0 NaN NaN 22.681 0.870 1980 4 13.203 0.324 1 0 NaN NaN 22.987 0.723 1980 5 15.454 1.428 1 0 NaN NaN 24.269 0.858 1980 6 15.316 0.321 1 0 NaN NaN 24.676 0.295 1980 7 16.674 1.154 1 0 NaN NaN 24.883 -0.021 1980 8 16.810 0.849 1 0 NaN NaN 25.421 0.076 1980 9 16.851 0.769 0 0 16.770 0.688 25.990 0.523 1980 10 16.212 0.724 0 0 16.131 0.643 25.233 0.361 1980 11 15.810 1.159 0 0 15.729 1.078 24.963 0.928 1980 12 14.533 1.261 0 0 14.452 1.180 23.508 0.852 1981 1 14.244 1.772 0 0 14.163 1.691 22.926 1.068 1981 2 13.652 1.441 1 0 NaN NaN 22.688 1.092 1981 3 13.691 1.265 0 0 13.610 1.184 22.987 1.176 1981 4 14.543 1.664 1 0 NaN NaN 23.360 1.097 1981 5 15.230 1.204 0 0 15.149 1.123 24.200 0.789 1981 6 16.444 1.449 0 0 16.363 1.368 25.324 0.943 1981 7 16.366 0.847 0 0 16.285 0.766 25.230 0.325 1981 8 17.173 1.213 0 0 17.092 1.132 26.065 0.719 1981 9 17.462 1.380 0 0 17.381 1.299 26.050 0.583 1981 10 15.671 0.183 0 0 15.590 0.102 25.189 0.316 1981 11 15.146 0.495 0 0 15.065 0.414 24.617 0.582 1981 12 13.909 0.637 0 0 13.828 0.556 23.319 0.662 1982 1 12.789 0.316 1 0 NaN NaN 22.305 0.447 1982 2 12.228 0.016 1 0 NaN NaN 22.201 0.605 1982 3 12.801 0.374 0 0 12.720 0.293 22.005 0.194 1982 4 13.450 0.571 0 0 13.369 0.490 22.442 0.178 1982 5 15.022 0.996 1 0 NaN NaN 23.454 0.043 1982 6 16.434 1.438 1 0 NaN NaN 24.568 0.188 1982 7 17.133 1.613 1 0 NaN NaN 25.550 0.646 1982 8 17.238 1.278 1 0 NaN NaN 26.166 0.820 1982 9 17.053 0.971 1 0 NaN NaN 26.041 0.575 1982 10 15.811 0.323 0 0 15.730 0.242 25.071 0.198 1982 11 15.537 0.886 1 0 NaN NaN 24.751 0.716 1982 12 14.094 0.822 1 0 NaN NaN 22.624 -0.033 1983 1 13.683 1.210 1 0 NaN NaN 21.963 0.105 1983 2 12.594 0.383 0 0 12.513 0.302 21.578 -0.018 1983 3 13.218 0.791 0 0 13.137 0.710 22.084 0.272 1983 4 13.856 0.977 1 0 NaN NaN 22.431 0.167 1983 5 13.603 -0.423 0 0 13.522 -0.504 23.072 -0.339 1983 6 15.275 0.280 0 0 15.195 0.199 24.419 0.039 1983 7 16.017 0.497 1 0 NaN NaN 24.785 -0.119 1983 8 15.788 -0.172 0 0 15.707 -0.253 25.258 -0.087 1983 9 16.175 0.094 1 0 NaN NaN 25.358 -0.109 1983 10 15.027 -0.461 0 0 14.946 -0.542 24.897 0.024 1983 11 15.396 0.745 0 0 15.315 0.664 24.697 0.662 1983 12 13.968 0.696 0 0 13.887 0.615 22.848 0.191 1984 1 14.165 1.692 1 0 NaN NaN 23.178 1.321 1984 2 12.594 0.383 0 0 12.513 0.302 22.494 0.898 1984 3 14.440 2.014 1 0 NaN NaN 23.314 1.502 1984 4 13.789 0.910 0 0 13.708 0.829 23.583 1.319 1984 5 14.974 0.948 0 0 14.893 0.867 24.503 1.092 1984 6 15.440 0.445 0 0 15.359 0.364 25.067 0.687 1984 7 16.067 0.548 0 0 15.986 0.467 25.632 0.727 1984 8 16.365 0.405 0 0 16.284 0.324 26.045 0.699 1984 9 16.763 0.681 0 0 16.682 0.601 26.159 0.692 1984 10 16.644 1.157 0 0 16.563 1.076 25.957 1.084 1984 11 15.309 0.658 1 0 NaN NaN 25.336 1.301 1984 12 13.461 0.189 0 0 13.380 0.108 23.419 0.762 1985 1 12.756 0.283 0 0 12.675 0.202 22.032 0.175 1985 2 13.123 0.912 0 0 13.042 0.831 22.395 0.799 1985 3 12.156 -0.271 0 0 12.075 -0.352 22.401 0.590 1985 4 12.636 -0.243 0 0 12.555 -0.324 22.112 -0.152 1985 5 13.246 -0.780 0 0 13.165 -0.861 22.842 -0.569 1985 6 15.363 0.367 1 0 NaN NaN 24.592 0.211 1985 7 16.140 0.620 1 0 NaN NaN 25.337 0.433 1985 8 16.742 0.782 0 0 16.661 0.701 25.994 0.649 1985 9 16.053 -0.029 0 0 15.972 -0.110 25.824 0.357 1985 10 15.770 0.282 0 0 15.689 0.201 25.335 0.463 1985 11 14.401 -0.249 1 0 NaN NaN 23.815 -0.220 1985 12 13.396 0.124 0 0 13.315 0.043 22.735 0.079 1986 1 13.097 0.624 0 0 13.016 0.543 22.126 0.269 1986 2 12.881 0.670 0 0 12.800 0.589 22.189 0.593 1986 3 13.727 1.301 0 0 13.646 1.220 23.118 1.307 1986 4 14.369 1.490 0 0 14.288 1.409 23.937 1.673 1986 5 15.308 1.282 0 0 15.227 1.201 24.495 1.084 1986 6 15.441 0.446 1 0 NaN NaN 25.113 0.732 1986 7 16.661 1.142 1 0 NaN NaN 25.909 1.004 1986 8 17.263 1.303 0 0 17.182 1.222 26.478 1.133 1986 9 17.692 1.610 1 0 NaN NaN 26.576 1.109 1986 10 16.290 0.802 1 0 NaN NaN 25.910 1.037 1986 11 15.587 0.937 1 0 NaN NaN 25.157 1.122 1986 12 14.044 0.772 1 0 NaN NaN 23.158 0.501 1987 1 12.363 -0.110 1 0 NaN NaN 22.198 0.340 1987 2 11.518 -0.694 1 0 NaN NaN 21.087 -0.509 1987 3 12.721 0.294 1 0 NaN NaN 21.987 0.176 1987 4 12.427 -0.452 1 0 NaN NaN 22.281 0.017 1987 5 12.610 -1.416 1 0 NaN NaN 22.344 -1.067 1987 6 15.741 0.745 1 0 NaN NaN 24.324 -0.057 1987 7 16.414 0.894 1 0 NaN NaN 25.496 0.591 1987 8 17.546 1.585 1 0 NaN NaN 26.458 1.112 1987 9 16.767 0.685 0 2 17.166 1.084 26.367 0.900 1987 10 17.124 1.636 1 0 NaN NaN 25.784 0.912 1987 11 14.957 0.307 1 0 NaN NaN 25.062 1.026 1987 12 14.671 1.399 1 0 NaN NaN 23.807 1.150 1988 1 13.737 1.265 1 0 NaN NaN 22.502 0.645 1988 2 14.130 1.919 1 0 NaN NaN 23.242 1.646 1988 3 14.012 1.585 1 0 NaN NaN 23.356 1.544 1988 4 13.837 0.958 1 0 NaN NaN 23.580 1.316 1988 5 15.351 1.325 1 0 NaN NaN 24.574 1.163 1988 6 16.470 1.475 1 0 NaN NaN 25.404 1.023 1988 7 15.715 0.195 0 0 16.114 0.594 25.451 0.547 1988 8 16.274 0.314 1 0 NaN NaN 25.864 0.519 1988 9 16.932 0.850 1 0 NaN NaN 26.423 0.956 1988 10 16.329 0.841 1 0 NaN NaN 25.528 0.655 1988 11 16.481 1.831 1 0 NaN NaN 25.589 1.554 1988 12 14.514 1.242 1 0 NaN NaN 24.010 1.353 1989 1 13.673 1.201 1 0 NaN NaN 23.163 1.306 1989 2 13.425 1.214 1 0 NaN NaN 22.416 0.819 1989 3 14.488 2.062 1 0 NaN NaN 23.005 1.194 1989 4 11.889 -0.990 0 0 12.288 -0.591 21.993 -0.271 1989 5 14.434 0.408 1 0 NaN NaN 23.755 0.344 1989 6 15.510 0.515 0 0 15.909 0.914 24.960 0.580 1989 7 16.134 0.614 1 0 NaN NaN 25.234 0.329 1989 8 16.037 0.077 0 0 16.436 0.476 25.371 0.025 1989 9 15.558 -0.524 0 0 15.957 -0.125 25.652 0.185 1989 10 16.733 1.245 1 0 NaN NaN 25.213 0.340 1989 11 13.882 -0.768 0 0 14.281 -0.369 24.266 0.231 1989 12 12.312 -0.960 0 0 12.711 -0.561 22.357 -0.300 1990 1 12.847 0.375 0 0 13.246 0.774 22.647 0.789 1990 2 11.696 -0.515 1 0 NaN NaN 21.468 -0.128 1990 3 12.339 -0.088 1 0 NaN NaN 21.960 0.149 1990 4 14.543 1.664 0 0 14.942 2.063 22.981 0.717 1990 5 14.523 0.497 1 0 NaN NaN 23.443 0.032 1990 6 15.005 0.009 0 0 15.404 0.408 24.880 0.500 1990 7 16.102 0.583 1 0 NaN NaN 25.074 0.170 1990 8 16.641 0.680 1 0 NaN NaN 25.999 0.654 1990 9 16.541 0.459 1 0 NaN NaN 26.355 0.888 1990 10 15.934 0.447 1 0 NaN NaN 25.777 0.905 1990 11 15.096 0.446 1 0 NaN NaN 24.673 0.638 1990 12 13.184 -0.088 1 0 NaN NaN 23.009 0.353 1991 1 12.348 -0.125 1 0 NaN NaN 21.905 0.047 1991 2 NaN NaN NaN NaN NaN NaN 22.594 0.997 1991 3 NaN NaN NaN NaN NaN NaN 21.927 0.116 1991 4 NaN NaN NaN NaN NaN NaN 22.930 0.666 1991 5 NaN NaN NaN NaN NaN NaN 23.977 0.566 1991 6 NaN NaN NaN NaN NaN NaN 24.527 0.147 1991 7 NaN NaN NaN NaN NaN NaN 25.262 0.358 1991 8 NaN NaN NaN NaN NaN NaN 25.968 0.623 1991 9 NaN NaN NaN NaN NaN NaN 25.962 0.496 1991 10 NaN NaN NaN NaN NaN NaN 25.645 0.773 1991 11 NaN NaN NaN NaN NaN NaN 25.470 1.435 1991 12 NaN NaN NaN NaN NaN NaN 23.734 1.077 1992 1 NaN NaN NaN NaN NaN NaN 22.020 0.163