% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 12067 % Primary Name: HEY-IN % Record Type: TAVG % Country: China % Latitude: 36.03300 +/- 0.00050 % Longitude: 101.43300 +/- 0.00050 % Elevation (m): 2072.00 +/- 0.05 % # of Months: 486 % % IDs: gsod - 528680-99999 % hadcru - 528680 % usaf - 528680 % % Sources: Global Summary of the Day % Hadley Centre Data Release % % Site Hash: 1c0c52d2fd53ac94c023121604317d4b % Raw Data Hash: c3ffd13cb99ca9aaf918f97e04df110b % Adj Data Hash: 9044efbf3817d628994c9cc3c3dd2608 % % 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 1955 11 NaN NaN NaN NaN NaN NaN -5.205 -0.734 1955 12 NaN NaN NaN NaN NaN NaN -8.590 1.435 1956 1 NaN NaN NaN NaN NaN NaN -13.025 -1.673 1956 2 NaN NaN NaN NaN NaN NaN -7.236 0.265 1956 3 NaN NaN NaN NaN NaN NaN 0.170 0.942 1956 4 NaN NaN NaN NaN NaN NaN 5.524 0.655 1956 5 NaN NaN NaN NaN NaN NaN 8.409 -0.470 1956 6 NaN NaN NaN NaN NaN NaN 11.472 -0.213 1956 7 NaN NaN NaN NaN NaN NaN 12.714 -1.252 1956 8 NaN NaN NaN NaN NaN NaN 12.206 -1.293 1956 9 NaN NaN NaN NaN NaN NaN 9.571 0.434 1956 10 NaN NaN NaN NaN NaN NaN 1.943 -0.810 1956 11 -0.700 -0.902 0 0 -0.736 -0.938 -5.930 -1.458 1956 12 -5.400 -0.048 0 0 -5.443 -0.091 -10.887 -0.861 1957 1 -4.900 1.779 0 0 -4.953 1.726 -10.541 0.811 1957 2 -4.100 -1.272 0 0 -4.168 -1.340 -9.712 -2.211 1957 3 4.600 0.699 0 0 4.506 0.605 -0.235 0.537 1957 4 9.600 0.058 0 0 9.497 -0.045 4.789 -0.080 1957 5 12.300 -1.252 0 0 12.223 -1.330 7.441 -1.438 1957 6 17.000 0.642 0 0 16.948 0.590 11.569 -0.116 1957 7 18.300 -0.339 0 0 18.235 -0.405 13.726 -0.241 1957 8 18.700 0.527 0 0 18.609 0.436 13.769 0.269 1957 9 12.700 -1.110 0 0 12.617 -1.193 8.132 -1.005 1957 10 5.500 -1.926 0 0 5.449 -1.977 1.249 -1.504 1957 11 0.200 -0.002 0 0 0.164 -0.038 -3.864 0.608 1957 12 -3.900 1.452 0 0 -3.943 1.409 -8.650 1.375 1958 1 -6.500 0.179 0 0 -6.553 0.126 -11.305 0.048 1958 2 -3.700 -0.872 0 0 -3.768 -0.940 -8.306 -0.805 1958 3 5.400 1.499 0 0 5.306 1.405 0.635 1.407 1958 4 11.600 2.058 0 0 11.497 1.955 6.962 2.093 1958 5 13.700 0.148 0 0 13.623 0.070 8.896 0.016 1958 6 16.600 0.242 0 0 16.548 0.190 11.609 -0.075 1958 7 19.600 0.961 0 0 19.535 0.895 14.675 0.708 1958 8 17.200 -0.973 0 0 17.109 -1.064 12.778 -0.722 1958 9 14.700 0.890 0 0 14.617 0.807 9.746 0.610 1958 10 7.400 -0.026 0 0 7.349 -0.077 2.811 0.059 1958 11 0.900 0.698 0 0 0.864 0.662 -3.585 0.886 1958 12 -4.300 1.052 0 0 -4.343 1.009 -8.910 1.116 1959 1 -6.600 0.079 0 0 -6.653 0.026 -11.664 -0.312 1959 2 -3.600 -0.772 0 0 -3.668 -0.840 -8.222 -0.721 1959 3 3.900 -0.001 0 0 3.806 -0.095 -0.462 0.310 1959 4 10.700 1.158 0 0 10.597 1.055 5.844 0.976 1959 5 11.600 -1.952 0 0 11.523 -2.030 7.372 -1.507 1959 6 16.100 -0.258 0 0 16.048 -0.310 11.036 -0.649 1959 7 19.600 0.961 0 0 19.535 0.895 14.982 1.016 1959 8 17.900 -0.273 0 0 17.809 -0.364 13.236 -0.264 1959 9 13.100 -0.710 0 0 13.017 -0.793 7.792 -1.344 1959 10 8.400 0.974 0 0 8.349 0.923 3.727 0.974 1959 11 1.000 0.798 0 0 0.964 0.762 -3.601 0.871 1959 12 -5.400 -0.048 0 0 -5.443 -0.091 -9.588 0.437 1960 1 -6.400 0.279 0 0 -6.453 0.226 -11.385 -0.032 1960 2 -1.000 1.828 0 0 -1.068 1.760 -5.733 1.768 1960 3 5.500 1.599 0 0 5.406 1.505 1.160 1.932 1960 4 8.000 -1.542 0 0 7.897 -1.645 3.542 -1.327 1960 5 14.000 0.448 0 0 13.923 0.370 9.284 0.404 1960 6 16.800 0.442 0 0 16.748 0.390 11.811 0.127 1960 7 18.600 -0.039 0 0 18.535 -0.105 14.006 0.040 1960 8 18.300 0.127 0 0 18.209 0.036 13.630 0.130 1960 9 15.400 1.590 0 0 15.317 1.507 10.167 1.031 1960 10 5.800 -1.626 0 0 5.749 -1.677 1.588 -1.165 1960 11 -1.000 -1.202 0 0 -1.036 -1.238 -5.010 -0.539 1960 12 -4.800 0.552 0 0 -4.843 0.509 -9.715 0.310 1961 1 -7.000 -0.321 0 0 -7.053 -0.374 -11.659 -0.307 1961 2 -4.800 -1.972 0 0 -4.868 -2.040 -9.516 -2.015 1961 3 3.200 -0.701 0 0 3.106 -0.795 -1.427 -0.655 1961 4 9.800 0.258 0 0 9.697 0.155 5.249 0.380 1961 5 13.700 0.148 0 0 13.623 0.070 8.724 -0.155 1961 6 18.100 1.742 0 0 18.048 1.690 12.925 1.241 1961 7 19.900 1.261 0 0 19.835 1.195 15.126 1.159 1961 8 18.400 0.227 0 0 18.309 0.136 13.809 0.309 1961 9 12.700 -1.110 0 0 12.617 -1.193 8.152 -0.984 1961 10 7.600 0.174 0 0 7.549 0.123 3.863 1.110 1961 11 -0.600 -0.802 0 0 -0.636 -0.838 -4.705 -0.233 1961 12 -7.200 -1.848 0 0 -7.243 -1.891 -12.164 -2.138 1962 1 -8.200 -1.521 0 0 -8.253 -1.574 -13.059 -1.707 1962 2 -2.300 0.528 0 0 -2.368 0.460 -6.902 0.599 1962 3 5.385 1.484 1 0 NaN NaN -2.781 -2.009 1962 4 7.086 -2.456 1 0 NaN NaN 4.563 -0.306 1962 5 13.500 -0.052 0 0 13.423 -0.130 8.508 -0.371 1962 6 17.204 0.846 1 0 NaN NaN 11.030 -0.655 1962 7 16.770 -1.869 1 0 NaN NaN 13.787 -0.179 1962 8 18.562 0.389 1 0 NaN NaN 13.711 0.212 1962 9 14.640 0.830 1 0 NaN NaN 9.511 0.374 1962 10 7.155 -0.271 1 0 NaN NaN 3.385 0.632 1962 11 -1.456 -1.657 1 0 NaN NaN -5.496 -1.024 1962 12 -7.039 -1.687 1 0 NaN NaN -10.000 0.026 1963 1 -7.800 -1.121 0 0 -7.853 -1.174 -12.970 -1.617 1963 2 -3.100 -0.272 0 0 -3.168 -0.340 -8.035 -0.534 1963 3 4.000 0.099 0 0 3.906 0.005 -0.282 0.490 1963 4 10.200 0.658 0 0 10.097 0.555 5.650 0.781 1963 5 14.700 1.148 0 0 14.623 1.070 10.309 1.430 1963 6 15.700 -0.658 0 0 15.648 -0.710 11.098 -0.587 1963 7 17.500 -1.139 0 0 17.435 -1.205 13.458 -0.508 1963 8 21.099 2.926 1 0 NaN NaN 13.999 0.499 1963 9 17.584 3.775 1 0 NaN NaN 10.378 1.242 1963 10 8.100 0.674 0 0 8.049 0.623 2.968 0.215 1963 11 5.199 4.997 1 0 NaN NaN -4.472 -0.000 1963 12 -7.084 -1.732 1 0 NaN NaN -10.140 -0.114 1964 1 -8.400 -1.721 0 0 -8.453 -1.774 -12.767 -1.414 1964 2 -3.300 -0.472 0 0 -3.368 -0.540 -8.371 -0.869 1964 3 4.400 0.499 0 0 4.306 0.405 0.040 0.812 1964 4 12.000 2.458 0 0 11.897 2.355 7.393 2.524 1964 5 13.300 -0.252 0 0 13.223 -0.330 8.933 0.054 1964 6 14.900 -1.458 0 0 14.848 -1.510 10.328 -1.357 1964 7 17.500 -1.139 0 0 17.435 -1.205 13.146 -0.820 1964 8 18.200 0.027 0 0 18.109 -0.064 13.294 -0.206 1964 9 13.900 0.090 0 0 13.817 0.007 9.208 0.072 1964 10 9.400 1.974 0 0 9.349 1.923 4.722 1.969 1964 11 -0.100 -0.302 0 0 -0.136 -0.338 -4.595 -0.123 1964 12 -6.600 -1.248 0 0 -6.643 -1.291 -10.720 -0.695 1965 1 -6.200 0.479 0 0 -6.253 0.426 -10.288 1.064 1965 2 -2.600 0.228 0 0 -2.668 0.160 -7.079 0.423 1965 3 2.900 -1.001 0 0 2.806 -1.095 -1.889 -1.117 1965 4 10.300 0.758 0 0 10.197 0.655 5.662 0.793 1965 5 14.100 0.548 0 0 14.023 0.470 9.188 0.309 1965 6 16.400 0.042 0 0 16.348 -0.010 11.255 -0.429 1965 7 18.200 -0.439 0 0 18.135 -0.505 13.446 -0.520 1965 8 17.800 -0.373 0 0 17.709 -0.464 12.650 -0.849 1965 9 13.800 -0.010 0 0 13.717 -0.093 8.885 -0.251 1965 10 6.900 -0.526 0 0 6.849 -0.577 3.116 0.363 1965 11 1.200 0.998 0 0 1.164 0.962 -3.885 0.587 1965 12 -6.300 -0.948 0 0 -6.343 -0.991 -10.800 -0.775 1966 1 -4.900 1.779 0 0 -4.953 1.726 -9.759 1.593 1966 2 -1.500 1.328 0 0 -1.568 1.260 -6.139 1.362 1966 3 5.400 1.499 0 0 5.306 1.405 0.681 1.453 1966 4 10.100 0.558 0 0 9.997 0.455 5.473 0.604 1966 5 13.100 -0.452 0 0 13.023 -0.530 8.654 -0.225 1966 6 17.300 0.942 0 0 17.248 0.890 11.909 0.225 1966 7 18.600 -0.039 0 0 18.535 -0.105 14.299 0.332 1966 8 20.100 1.927 0 0 20.009 1.836 14.966 1.467 1966 9 12.600 -1.210 0 0 12.517 -1.293 7.894 -1.242 1966 10 6.300 -1.126 0 0 6.249 -1.177 2.041 -0.712 1966 11 -1.900 -2.102 0 0 -1.936 -2.138 -6.154 -1.683 1966 12 -5.500 -0.148 0 0 -5.543 -0.191 -9.661 0.364 1967 1 -7.600 -0.921 0 0 -7.653 -0.974 -12.199 -0.847 1967 2 -3.600 -0.772 0 0 -3.668 -0.840 -8.409 -0.908 1967 3 3.200 -0.701 0 0 3.106 -0.795 -1.117 -0.345 1967 4 8.600 -0.942 0 0 8.497 -1.045 3.980 -0.889 1967 5 14.400 0.848 0 0 14.323 0.770 9.610 0.731 1967 6 15.200 -1.158 0 0 15.148 -1.210 10.300 -1.384 1967 7 18.400 -0.239 0 0 18.335 -0.305 13.819 -0.147 1967 8 17.700 -0.473 0 0 17.609 -0.564 13.650 0.150 1967 9 12.800 -1.010 0 0 12.717 -1.093 8.228 -0.909 1967 10 7.100 -0.326 0 0 7.049 -0.377 2.687 -0.065 1967 11 -0.500 -0.702 0 0 -0.536 -0.738 -5.821 -1.349 1967 12 -6.300 -0.948 0 0 -6.343 -0.991 -11.483 -1.458 1968 1 -6.300 0.379 0 0 -6.353 0.326 -11.179 0.173 1968 2 -5.200 -2.372 0 0 -5.268 -2.440 -10.279 -2.778 1968 3 4.500 0.599 0 0 4.406 0.505 -0.192 0.580 1968 4 9.100 -0.442 0 0 8.997 -0.545 4.542 -0.326 1968 5 12.600 -0.952 0 0 12.523 -1.030 8.261 -0.618 1968 6 16.400 0.042 0 0 16.348 -0.010 11.314 -0.370 1968 7 17.600 -1.039 0 0 17.535 -1.105 12.879 -1.087 1968 8 17.100 -1.073 0 0 17.009 -1.164 12.292 -1.207 1968 9 14.400 0.590 0 0 14.317 0.507 9.385 0.248 1968 10 6.800 -0.626 0 0 6.749 -0.677 2.623 -0.130 1968 11 0.800 0.598 0 0 0.764 0.562 -3.699 0.773 1968 12 -3.500 1.852 0 0 -3.543 1.809 -7.837 2.188 1969 1 -6.000 0.679 0 0 -6.053 0.626 -10.318 1.035 1969 2 -2.500 0.328 0 0 -2.568 0.260 -7.343 0.158 1969 3 5.500 1.599 0 0 5.406 1.505 0.757 1.529 1969 4 10.600 1.058 0 0 10.497 0.955 5.992 1.124 1969 5 15.000 1.448 0 0 14.923 1.370 10.486 1.607 1969 6 15.800 -0.558 0 0 15.748 -0.610 10.890 -0.795 1969 7 19.000 0.361 0 0 18.935 0.295 14.148 0.182 1969 8 18.000 -0.173 0 0 17.909 -0.264 13.038 -0.462 1969 9 13.900 0.090 0 0 13.817 0.007 8.937 -0.199 1969 10 8.300 0.874 0 0 8.249 0.823 3.861 1.108 1969 11 0.100 -0.102 0 0 0.064 -0.138 -5.298 -0.826 1969 12 -5.400 -0.048 0 0 -5.443 -0.091 -10.508 -0.483 1970 1 -8.000 -1.321 0 0 -8.053 -1.374 -12.510 -1.157 1970 2 -2.900 -0.072 0 0 -2.968 -0.140 -7.774 -0.272 1970 3 2.200 -1.701 0 0 2.106 -1.795 -2.741 -1.969 1970 4 7.800 -1.742 0 0 7.697 -1.845 3.098 -1.771 1970 5 13.500 -0.052 0 0 13.423 -0.130 9.243 0.364 1970 6 14.900 -1.458 0 0 14.848 -1.510 10.031 -1.653 1970 7 18.500 -0.139 0 0 18.435 -0.205 14.168 0.202 1970 8 18.300 0.127 0 0 18.209 0.036 13.596 0.097 1970 9 13.800 -0.010 0 0 13.717 -0.093 8.951 -0.185 1970 10 6.600 -0.826 0 0 6.549 -0.877 2.355 -0.397 1970 11 -1.000 -1.202 0 0 -1.036 -1.238 -4.935 -0.463 1970 12 -4.400 0.952 0 0 -4.443 0.909 -9.274 0.751 1971 1 -7.100 -0.421 0 0 -7.153 -0.474 -12.082 -0.729 1971 2 -2.200 0.628 0 0 -2.268 0.560 -7.452 0.049 1971 3 5.200 1.299 0 0 5.106 1.205 0.507 1.279 1971 4 10.300 0.758 0 0 10.197 0.655 5.768 0.899 1971 5 13.500 -0.052 0 0 13.423 -0.130 8.708 -0.171 1971 6 16.500 0.142 0 0 16.448 0.090 11.005 -0.680 1971 7 20.000 1.361 0 0 19.935 1.295 15.192 1.226 1971 8 18.700 0.527 0 0 18.609 0.436 13.850 0.350 1971 9 13.100 -0.710 0 0 13.017 -0.793 8.435 -0.702 1971 10 7.200 -0.226 0 0 7.149 -0.277 2.744 -0.009 1971 11 1.000 0.798 0 0 0.964 0.762 -4.161 0.311 1971 12 -2.900 2.452 0 0 -2.943 2.409 -8.554 1.471 1972 1 -4.300 2.379 0 0 -4.353 2.326 -8.759 2.593 1972 2 -4.200 -1.372 0 0 -4.268 -1.440 -8.928 -1.427 1972 3 5.300 1.399 0 0 5.206 1.305 0.883 1.655 1972 4 8.800 -0.742 0 0 8.697 -0.845 4.529 -0.340 1972 5 14.200 0.648 0 0 14.123 0.570 9.962 1.083 1972 6 16.100 -0.258 0 0 16.048 -0.310 11.420 -0.264 1972 7 18.800 0.161 0 0 18.735 0.095 14.451 0.485 1972 8 20.000 1.827 0 0 19.909 1.736 15.388 1.888 1972 9 13.900 0.090 0 0 13.817 0.007 8.755 -0.382 1972 10 6.700 -0.726 0 0 6.649 -0.777 2.434 -0.319 1972 11 -0.300 -0.502 0 0 -0.336 -0.538 -5.044 -0.573 1972 12 -4.900 0.452 0 0 -4.943 0.409 -9.821 0.205 1973 1 -4.972 1.706 1 0 NaN NaN -10.029 1.323 1973 2 -1.117 1.711 1 0 NaN NaN -5.151 2.350 1973 3 5.409 1.508 1 0 NaN NaN 0.549 1.321 1973 4 10.148 0.606 1 0 NaN NaN 5.975 1.106 1973 5 12.728 -0.825 1 0 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-1.675 1.153 0 0 -1.743 1.085 -6.667 0.834 1975 3 5.341 1.439 0 0 5.247 1.345 0.193 0.965 1975 4 8.584 -0.958 1 0 NaN NaN 4.651 -0.218 1975 5 12.377 -1.175 0 0 12.300 -1.253 7.906 -0.973 1975 6 15.471 -0.887 1 0 NaN NaN 11.723 0.039 1975 7 17.377 -1.263 1 0 NaN NaN 13.363 -0.603 1975 8 18.906 0.733 1 0 NaN NaN 14.525 1.025 1975 9 14.714 0.905 1 0 NaN NaN 10.171 1.034 1975 10 8.959 1.533 1 0 NaN NaN 4.341 1.588 1975 11 1.141 0.940 1 0 NaN NaN -4.389 0.083 1975 12 -7.521 -2.169 1 0 NaN NaN -12.292 -2.267 1976 1 -6.582 0.097 1 0 NaN NaN -11.080 0.272 1976 2 -1.563 1.265 0 0 -1.631 1.197 -6.194 1.307 1976 3 2.847 -1.054 0 0 2.753 -1.148 -1.826 -1.054 1976 4 9.299 -0.243 0 0 9.196 -0.346 4.582 -0.286 1976 5 13.073 -0.479 0 0 12.996 -0.557 8.663 -0.216 1976 6 15.707 -0.651 0 0 15.655 -0.703 10.887 -0.798 1976 7 16.776 -1.864 0 0 16.711 -1.929 12.023 -1.943 1976 8 16.366 -1.807 0 0 16.275 -1.898 11.902 -1.598 1976 9 13.803 -0.006 0 0 13.720 -0.090 8.761 -0.375 1976 10 7.665 0.238 1 0 NaN NaN 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