% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 31505 % Primary Name: STEARNS 1 W % Record Type: TAVG % Country: United States % State: KY % Latitude: 36.70000 +/- 0.00005 % Longitude: -84.48330 +/- 0.00005 % Elevation (m): 393.20 +/- 0.05 % # of Months: 95 % % IDs: coop - 157680 % ghcnd - USC00157680 % ncdc - 20008523 % % Sources: US Cooperative Summary of the Day % Global Historical Climatology Network - Daily % US Cooperative Summary of the Month % Multi-network Metadata System % % Site Hash: ce93f8be4e3f4d0d03e555aad85308f2 % Raw Data Hash: e2ac23475fd69f5c2f0b39c3f311c02e % Adj Data Hash: 15bd168aa3e8aaaf970a12773596b29f % % 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 1969 8 NaN NaN NaN NaN NaN NaN 22.608 -0.619 1969 9 NaN NaN NaN NaN NaN NaN 19.696 -0.428 1969 10 NaN NaN NaN NaN NaN NaN 13.306 -0.064 1969 11 NaN NaN NaN NaN NaN NaN 6.141 -1.449 1969 12 NaN NaN NaN NaN NaN NaN 1.345 -1.841 1970 1 NaN NaN NaN NaN NaN NaN -2.460 -4.140 1970 2 NaN NaN NaN NaN NaN NaN 1.910 -1.403 1970 3 NaN NaN NaN NaN NaN NaN 7.639 -0.216 1970 4 NaN NaN NaN NaN NaN NaN 14.506 1.287 1970 5 NaN NaN NaN NaN NaN NaN 18.392 0.613 1970 6 NaN NaN NaN NaN NaN NaN 21.474 -0.182 1970 7 NaN NaN NaN NaN NaN NaN 23.585 -0.005 1970 8 22.938 -0.020 1 0 NaN NaN 23.465 0.238 1970 9 21.626 1.773 0 0 21.626 1.773 22.692 2.569 1970 10 NaN NaN NaN NaN NaN NaN 15.003 1.634 1970 11 6.833 -0.486 0 0 6.833 -0.486 7.467 -0.122 1970 12 NaN NaN NaN NaN NaN NaN 5.061 1.875 1971 1 NaN NaN NaN NaN NaN NaN 1.136 -0.544 1971 2 NaN NaN NaN NaN NaN NaN 2.137 -1.176 1971 3 NaN NaN NaN NaN NaN NaN 5.651 -2.203 1971 4 12.167 -0.782 0 0 12.167 -0.782 12.732 -0.487 1971 5 14.996 -2.513 1 0 NaN NaN 15.872 -1.907 1971 6 23.278 1.892 0 0 23.278 1.892 22.756 1.100 1971 7 23.333 0.013 0 0 23.333 0.013 22.692 -0.898 1971 8 22.056 -0.902 0 0 22.056 -0.902 22.615 -0.612 1971 9 21.000 1.146 0 0 21.000 1.146 21.871 1.748 1971 10 16.722 3.622 0 0 16.722 3.622 16.575 3.205 1971 11 7.611 0.291 0 0 7.611 0.291 7.940 0.351 1971 12 NaN NaN NaN NaN NaN NaN 8.158 4.972 1972 1 2.778 1.368 0 0 2.778 1.368 3.731 2.051 1972 2 2.000 -1.044 0 0 2.000 -1.044 1.737 -1.577 1972 3 7.389 -0.196 0 0 7.389 -0.196 7.551 -0.304 1972 4 12.722 -0.227 0 0 12.722 -0.227 13.362 0.143 1972 5 16.944 -0.564 0 0 16.944 -0.564 16.798 -0.980 1972 6 19.944 -1.442 0 0 19.944 -1.442 19.570 -2.086 1972 7 23.444 0.124 0 0 23.444 0.124 22.717 -0.874 1972 8 22.778 -0.179 0 0 22.778 -0.179 23.016 -0.212 1972 9 21.389 1.535 0 0 21.389 1.535 21.532 1.409 1972 10 NaN NaN NaN NaN NaN NaN 12.459 -0.911 1972 11 NaN NaN NaN NaN NaN NaN 7.720 0.130 1972 12 NaN NaN NaN NaN NaN NaN 6.024 2.839 1973 1 0.833 -0.577 0 0 0.833 -0.577 1.484 -0.197 1973 2 1.167 -1.877 0 0 1.167 -1.877 1.999 -1.314 1973 3 11.000 3.415 0 0 11.000 3.415 11.577 3.722 1973 4 12.222 -0.727 0 0 12.222 -0.727 12.424 -0.795 1973 5 14.000 -3.509 0 0 14.000 -3.509 15.468 -2.311 1973 6 22.222 0.836 0 0 22.222 0.836 22.434 0.778 1973 7 NaN NaN NaN NaN NaN NaN 23.804 0.213 1973 8 NaN NaN NaN NaN NaN NaN 23.080 -0.147 1973 9 NaN NaN NaN NaN NaN NaN 22.152 2.028 1973 10 NaN NaN NaN NaN NaN NaN 15.365 1.995 1973 11 NaN NaN NaN NaN NaN NaN 9.627 2.037 1973 12 NaN NaN NaN NaN NaN NaN 3.539 0.353 1974 1 NaN NaN NaN NaN NaN NaN 7.499 5.819 1974 2 NaN NaN NaN NaN NaN NaN 3.702 0.389 1974 3 NaN NaN NaN NaN NaN NaN 10.794 2.940 1974 4 13.444 0.495 0 0 13.444 0.495 13.442 0.223 1974 5 17.889 0.380 0 0 17.889 0.380 18.039 0.261 1974 6 19.222 -2.164 0 0 19.222 -2.164 19.699 -1.957 1974 7 23.389 0.068 0 0 23.389 0.068 23.250 -0.341 1974 8 22.444 -0.513 0 0 22.444 -0.513 22.629 -0.598 1974 9 17.444 -2.409 0 0 17.444 -2.409 18.791 -1.332 1974 10 10.833 -2.267 0 0 10.833 -2.267 11.617 -1.753 1974 11 8.111 0.791 0 0 8.111 0.791 8.204 0.614 1974 12 3.278 0.362 0 0 3.278 0.362 3.522 0.336 1975 1 4.389 2.979 0 0 4.389 2.979 3.975 2.295 1975 2 4.722 1.679 0 0 4.722 1.679 5.218 1.905 1975 3 5.722 -1.863 0 0 5.722 -1.863 6.787 -1.067 1975 4 11.111 -1.838 0 0 11.111 -1.838 12.234 -0.985 1975 5 19.111 1.602 0 0 19.111 1.602 19.395 1.616 1975 6 21.667 0.281 0 0 21.667 0.281 21.667 0.011 1975 7 22.827 -0.494 1 0 NaN NaN 23.393 -0.198 1975 8 24.278 1.321 0 0 24.278 1.321 24.193 0.966 1975 9 NaN NaN NaN NaN NaN NaN 19.359 -0.765 1975 10 14.131 1.031 1 0 NaN NaN 14.241 0.871 1975 11 9.778 2.458 0 0 9.778 2.458 9.069 1.479 1975 12 4.141 1.225 1 0 NaN NaN 3.315 0.129 1976 1 NaN NaN NaN NaN NaN NaN -0.657 -2.337 1976 2 8.192 5.148 1 0 NaN NaN 6.474 3.160 1976 3 9.778 2.193 0 0 9.778 2.193 10.384 2.529 1976 4 12.222 -0.727 0 0 12.222 -0.727 13.365 0.146 1976 5 15.056 -2.453 0 0 15.056 -2.453 15.520 -2.259 1976 6 20.778 -0.608 0 0 20.778 -0.608 21.208 -0.447 1976 7 22.152 -1.168 1 0 NaN NaN 22.383 -1.208 1976 8 21.547 -1.410 1 0 NaN NaN 22.034 -1.193 1976 9 17.500 -2.354 0 0 17.500 -2.354 18.539 -1.584 1976 10 9.944 -3.155 0 0 9.944 -3.155 10.443 -2.927 1976 11 4.313 -3.006 1 0 NaN NaN 4.144 -3.446 1976 12 1.222 -1.694 0 0 1.222 -1.694 0.969 -2.217 1977 1 -6.167 -7.577 0 0 -6.167 -7.577 -5.645 -7.325 1977 2 2.222 -0.821 0 0 2.222 -0.821 1.355 -1.958 1977 3 10.278 2.693 0 0 10.278 2.693 9.930 2.075 1977 4 14.556 1.607 0 0 14.556 1.607 15.265 2.046 1977 5 18.500 0.991 0 0 18.500 0.991 18.804 1.025 1977 6 21.833 0.447 0 0 21.833 0.447 21.700 0.044 1977 7 24.500 1.179 0 0 24.500 1.179 24.799 1.209 1977 8 23.833 0.876 0 0 23.833 0.876 23.766 0.539 1977 9 20.778 0.924 0 0 20.778 0.924 21.449 1.325 1977 10 11.667 -1.433 0 0 11.667 -1.433 11.665 -1.705 1977 11 9.833 2.514 0 0 9.833 2.514 9.745 2.156 1977 12 2.333 -0.583 0 0 2.333 -0.583 2.104 -1.082 1978 1 -3.944 -5.355 0 0 -3.944 -5.355 -3.570 -5.250 1978 2 -2.833 -5.877 0 0 -2.833 -5.877 -2.100 -5.413 1978 3 6.167 -1.418 0 0 6.167 -1.418 6.953 -0.902 1978 4 14.333 1.384 0 0 14.333 1.384 14.193 0.974 1978 5 16.444 -1.064 0 0 16.444 -1.064 16.796 -0.983 1978 6 21.556 0.170 0 0 21.556 0.170 21.972 0.317 1978 7 24.000 0.679 0 0 24.000 0.679 23.982 0.391 1978 8 23.271 0.314 1 0 NaN NaN 23.733 0.506 1978 9 21.889 2.035 0 0 21.889 2.035 22.583 2.459 1978 10 12.278 -0.822 0 0 12.278 -0.822 12.531 -0.839 1978 11 10.667 3.347 0 0 10.667 3.347 10.654 3.065 1978 12 3.944 1.029 0 0 3.944 1.029 3.580 0.394 1979 1 -1.444 -2.855 0 0 -1.444 -2.855 -1.387 -3.067 1979 2 -0.167 -3.210 0 0 -0.167 -3.210 -0.140 -3.453 1979 3 8.611 1.026 0 0 8.611 1.026 9.070 1.215 1979 4 13.278 0.329 0 0 13.278 0.329 13.679 0.460 1979 5 16.667 -0.842 0 0 16.667 -0.842 17.172 -0.607 1979 6 21.167 -0.219 0 0 21.167 -0.219 20.787 -0.869 1979 7 22.111 -1.210 0 0 22.111 -1.210 22.331 -1.260 1979 8 22.560 -0.397 1 0 NaN NaN 23.081 -0.146 1979 9 17.350 -2.504 1 0 NaN NaN 20.376 0.253 1979 10 12.278 -0.822 0 0 12.278 -0.822 12.513 -0.856 1979 11 8.278 0.958 0 0 8.278 0.958 9.017 1.427 1979 12 4.278 1.362 0 0 4.278 1.362 3.557 0.371 1980 1 2.487 1.077 0 0 2.487 1.077 2.965 1.285 1980 2 -0.950 -3.993 0 0 -0.950 -3.993 -0.516 -3.829 1980 3 NaN NaN NaN NaN NaN NaN 6.384 -1.470 1980 4 NaN NaN NaN NaN NaN NaN 13.156 -0.063 1980 5 NaN NaN NaN NaN NaN NaN 17.550 -0.229 1980 6 NaN NaN NaN NaN NaN NaN 21.674 0.018 1980 7 NaN NaN NaN NaN NaN NaN 25.321 1.730 1980 8 NaN NaN NaN NaN NaN NaN 24.996 1.769 1980 9 NaN NaN NaN NaN NaN NaN 22.293 2.169 1980 10 NaN NaN NaN NaN NaN NaN 12.058 -1.312 1980 11 NaN NaN NaN NaN NaN NaN 7.542 -0.048 1980 12 NaN NaN NaN NaN NaN NaN 2.909 -0.277 1981 1 NaN NaN NaN NaN NaN NaN -1.262 -2.942 1981 2 NaN NaN NaN NaN NaN NaN 2.602 -0.712