% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 36581 % Primary Name: APCO RAVENNA ARSENAL % Record Type: TAVG % Country: United States % State: OH % Latitude: 41.16670 +/- 0.00005 % Longitude: -81.08330 +/- 0.00005 % Elevation (m): 305.10 +/- 0.05 % # of Months: 224 % % IDs: coop - 330195 % ghcnd - USC00330195 % ncdc - 20015559 % % Sources: US Cooperative Summary of the Day % Global Historical Climatology Network - Daily % US Cooperative Summary of the Month % Multi-network Metadata System % % Site Hash: 8f4b48b3fee06f222d9ff2e444bdd350 % Raw Data Hash: 0eff1c5c37e61bc5389ee34741546970 % Adj Data Hash: 22fdde33e6e36de7d87a28ef0d8d9fe3 % % 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 1947 3 NaN NaN NaN NaN NaN NaN -0.300 -3.251 1947 4 NaN NaN NaN NaN NaN NaN 9.471 0.162 1947 5 NaN NaN NaN NaN NaN NaN 13.289 -1.807 1947 6 NaN NaN NaN NaN NaN NaN 19.258 -0.763 1947 7 NaN NaN NaN NaN NaN NaN 20.241 -1.919 1947 8 NaN NaN NaN NaN NaN NaN 24.411 2.980 1947 9 NaN NaN NaN NaN NaN NaN 18.773 0.994 1947 10 NaN NaN NaN NaN NaN NaN 15.300 4.080 1947 11 NaN NaN NaN NaN NaN NaN 3.833 -1.307 1947 12 NaN NaN NaN NaN NaN NaN -1.173 -0.293 1948 1 NaN NaN NaN NaN NaN NaN -7.593 -3.990 1948 2 NaN NaN NaN NaN NaN NaN -2.513 -0.145 1948 3 3.389 0.796 0 0 3.185 0.593 4.662 1.710 1948 4 NaN NaN NaN NaN NaN NaN 11.836 2.527 1948 5 13.167 -1.571 0 0 12.920 -1.818 13.695 -1.401 1948 6 18.889 -0.774 0 0 18.717 -0.946 19.799 -0.223 1948 7 21.667 -0.135 0 0 21.463 -0.338 22.363 0.203 1948 8 20.222 -0.850 0 0 19.945 -1.127 21.064 -0.366 1948 9 17.000 -0.420 0 0 16.756 -0.664 18.367 0.588 1948 10 8.556 -2.306 0 0 8.375 -2.487 9.540 -1.681 1948 11 6.500 1.718 0 0 6.257 1.475 8.129 2.989 1948 12 0.389 1.627 0 0 0.046 1.284 0.287 1.166 1949 1 2.000 5.962 0 0 1.697 5.660 1.197 4.801 1949 2 1.611 4.339 0 0 1.416 4.143 0.980 3.349 1949 3 3.500 0.907 0 0 3.296 0.704 3.649 0.698 1949 4 8.389 -0.561 0 0 8.113 -0.837 8.543 -0.766 1949 5 16.222 1.485 0 0 15.975 1.238 15.881 0.785 1949 6 21.944 2.282 0 0 21.772 2.109 22.389 2.368 1949 7 24.056 2.254 0 0 23.852 2.051 24.322 2.162 1949 8 21.222 0.150 0 0 20.945 -0.127 21.971 0.540 1949 9 15.389 -2.032 0 0 15.145 -2.275 15.757 -2.022 1949 10 14.000 3.138 0 0 13.820 2.957 14.142 2.921 1949 11 5.278 0.496 0 0 5.035 0.253 5.479 0.339 1949 12 1.611 2.849 0 0 1.268 2.506 0.936 1.816 1950 1 3.167 7.129 0 0 2.864 6.826 2.651 6.255 1950 2 -1.444 1.283 0 0 -1.640 1.088 -1.754 0.615 1950 3 0.778 -1.815 0 0 0.574 -2.018 0.933 -2.018 1950 4 6.222 -2.728 0 0 5.946 -3.004 6.589 -2.720 1950 5 15.111 0.374 0 0 14.864 0.127 15.185 0.089 1950 6 19.167 -0.496 0 0 18.994 -0.668 19.348 -0.673 1950 7 20.056 -1.746 0 0 19.852 -1.949 20.544 -1.616 1950 8 20.111 -0.961 0 0 19.834 -1.238 20.342 -1.088 1950 9 16.667 -0.754 0 0 16.423 -0.998 17.104 -0.675 1950 10 12.667 1.805 0 0 12.486 1.624 12.885 1.664 1950 11 3.056 -1.726 0 0 2.812 -1.969 3.290 -1.850 1950 12 -3.944 -2.706 0 0 -4.288 -3.049 -4.219 -3.339 1951 1 -1.333 2.629 0 0 -1.636 2.326 -1.799 1.805 1951 2 -1.389 1.339 0 0 -1.584 1.143 -1.724 0.645 1951 3 3.056 0.463 0 0 2.852 0.259 3.460 0.509 1951 4 8.389 -0.561 0 0 8.113 -0.837 8.555 -0.754 1951 5 15.444 0.707 0 0 15.197 0.460 15.403 0.307 1951 6 20.056 0.393 0 0 19.883 0.221 20.151 0.130 1951 7 21.667 -0.135 0 0 21.463 -0.338 21.864 -0.296 1951 8 20.333 -0.739 0 0 20.056 -1.016 20.582 -0.848 1951 9 16.611 -0.809 0 0 16.367 -1.053 17.078 -0.701 1951 10 12.833 1.971 0 0 12.653 1.791 12.962 1.741 1951 11 1.833 -2.949 0 0 1.590 -3.192 2.284 -2.857 1951 12 -0.722 0.516 0 0 -1.065 0.173 -1.083 -0.204 1952 1 0.500 4.462 0 0 0.197 4.160 -0.487 3.117 1952 2 0.556 3.283 0 0 0.360 3.088 -0.508 1.860 1952 3 2.556 -0.037 0 0 2.352 -0.241 2.687 -0.264 1952 4 10.278 1.328 0 0 10.002 1.052 10.042 0.733 1952 5 13.944 -0.793 0 0 13.697 -1.040 13.802 -1.294 1952 6 22.000 2.337 0 0 21.828 2.165 22.003 1.981 1952 7 23.667 1.865 0 0 23.463 1.662 23.719 1.559 1952 8 21.111 0.039 0 0 20.834 -0.238 21.164 -0.267 1952 9 17.778 0.357 0 0 17.534 0.114 17.882 0.102 1952 10 9.222 -1.640 0 0 9.042 -1.820 8.769 -2.452 1952 11 6.611 1.829 0 0 6.368 1.586 6.711 1.570 1952 12 1.167 2.405 0 0 0.823 2.062 0.698 1.577 1953 1 1.000 4.962 0 0 0.697 4.660 0.209 3.813 1953 2 0.667 3.394 0 0 0.471 3.199 0.054 2.423 1953 3 4.444 1.852 0 0 4.241 1.648 4.526 1.574 1953 4 8.000 -0.950 0 0 7.724 -1.226 7.915 -1.394 1953 5 16.500 1.763 0 0 16.253 1.516 16.339 1.243 1953 6 20.389 0.726 0 0 20.217 0.554 21.134 1.112 1953 7 21.889 0.088 0 0 21.685 -0.116 22.358 0.199 1953 8 21.000 -0.072 0 0 20.723 -0.349 21.723 0.293 1953 9 17.611 0.191 0 0 17.367 -0.053 18.170 0.391 1953 10 12.000 1.138 0 0 11.820 0.957 12.382 1.161 1953 11 6.278 1.496 0 0 6.035 1.253 6.674 1.533 1953 12 1.000 2.238 0 0 0.657 1.895 0.641 1.521 1954 1 -1.889 2.074 0 0 -2.192 1.771 -2.570 1.034 1954 2 2.000 4.727 0 0 1.805 4.532 1.241 3.610 1954 3 1.778 -0.815 0 0 1.574 -1.018 2.054 -0.897 1954 4 11.944 2.994 0 0 11.669 2.718 12.544 3.235 1954 5 12.778 -1.960 0 0 12.531 -2.207 12.855 -2.241 1954 6 20.833 1.171 0 0 20.661 0.998 21.022 1.001 1954 7 21.778 -0.023 0 0 21.574 -0.227 21.656 -0.503 1954 8 20.833 -0.239 0 0 20.556 -0.516 20.871 -0.560 1954 9 18.389 0.968 0 0 18.145 0.725 18.946 1.167 1954 10 13.000 2.138 0 0 12.820 1.957 12.712 1.492 1954 11 4.889 0.107 0 0 4.646 -0.136 5.395 0.254 1954 12 -0.944 0.294 0 0 -1.288 -0.049 -1.188 -0.308 1955 1 -3.889 0.074 0 0 -4.192 -0.229 -4.031 -0.427 1955 2 -1.722 1.005 0 0 -1.917 0.810 -1.766 0.602 1955 3 3.500 0.907 0 0 3.296 0.704 3.969 1.017 1955 4 13.000 4.050 0 0 12.724 3.774 12.963 3.654 1955 5 16.111 1.374 0 0 15.864 1.127 16.134 1.038 1955 6 17.833 -1.829 0 0 17.661 -2.002 18.436 -1.586 1955 7 23.611 1.810 0 0 23.407 1.606 24.439 2.279 1955 8 23.222 2.150 0 0 22.945 1.873 23.385 1.955 1955 9 18.222 0.802 0 0 17.978 0.558 18.710 0.931 1955 10 11.722 0.860 0 0 11.542 0.680 11.753 0.532 1955 11 3.556 -1.226 0 0 3.312 -1.469 3.960 -1.180 1955 12 -2.222 -0.984 0 0 -2.565 -1.327 -2.444 -1.564 1956 1 -3.056 0.907 0 0 -3.358 0.604 -3.784 -0.181 1956 2 -0.778 1.950 0 0 -0.973 1.754 -0.883 1.486 1956 3 2.056 -0.537 0 0 1.852 -0.741 2.258 -0.693 1956 4 7.722 -1.228 0 0 7.446 -1.504 8.141 -1.168 1956 5 13.778 -0.960 0 0 13.531 -1.207 13.800 -1.296 1956 6 19.556 -0.107 0 0 19.383 -0.279 19.863 -0.158 1956 7 21.111 -0.690 0 0 20.907 -0.894 21.348 -0.812 1956 8 20.944 -0.128 0 0 20.667 -0.405 21.011 -0.420 1956 9 15.000 -2.420 0 0 14.756 -2.664 15.785 -1.994 1956 10 12.722 1.860 0 0 12.542 1.680 13.125 1.904 1956 11 5.611 0.829 0 0 5.368 0.586 5.814 0.673 1956 12 3.167 4.405 0 0 2.823 4.062 2.831 3.711 1957 1 -5.389 -1.426 0 0 -5.692 -1.729 -5.492 -1.888 1957 2 0.778 3.505 0 0 0.583 3.310 0.132 2.501 1957 3 3.444 0.852 0 0 3.241 0.648 3.612 0.660 1957 4 10.278 1.328 0 0 10.002 1.052 10.715 1.406 1957 5 15.056 0.318 0 0 14.808 0.071 15.222 0.126 1957 6 20.333 0.671 0 0 20.161 0.498 20.998 0.977 1957 7 21.056 -0.746 0 0 20.852 -0.949 21.706 -0.454 1957 8 20.111 -0.961 0 0 19.834 -1.238 20.604 -0.827 1957 9 17.000 -0.420 0 0 16.756 -0.664 17.918 0.139 1957 10 9.722 -1.140 0 0 9.542 -1.320 9.733 -1.488 1957 11 5.667 0.885 0 0 5.424 0.642 6.006 0.865 1957 12 1.667 2.905 0 0 1.323 2.562 1.155 2.035 1958 1 -2.500 1.462 0 0 -2.803 1.160 -3.556 0.048 1958 2 -5.389 -2.661 0 0 -5.584 -2.857 -6.127 -3.758 1958 3 1.944 -0.648 0 0 1.741 -0.852 2.071 -0.880 1958 4 10.167 1.216 0 0 9.891 0.941 10.352 1.043 1958 5 13.500 -1.237 0 4 13.539 -1.198 13.895 -1.201 1958 6 16.889 -2.774 0 0 16.936 -2.727 17.669 -2.352 1958 7 21.611 -0.190 0 0 21.797 -0.004 22.274 0.114 1958 8 19.444 -1.628 0 0 19.733 -1.339 20.531 -0.900 1958 9 16.667 -0.754 0 0 16.778 -0.642 17.697 -0.082 1958 10 11.056 0.194 0 0 10.916 0.054 11.309 0.089 1958 11 6.556 1.774 0 0 6.423 1.641 6.976 1.835 1958 12 -5.889 -4.651 0 0 -5.893 -4.655 -5.923 -5.043 1959 1 -5.111 -1.149 0 0 -5.190 -1.228 -5.191 -1.587 1959 2 -0.889 1.839 0 0 -1.142 1.585 -1.517 0.851 1959 3 2.111 -0.481 0 0 1.898 -0.695 2.416 -0.535 1959 4 9.611 0.661 0 0 9.585 0.634 10.126 0.817 1959 5 17.056 2.318 0 0 17.095 2.357 17.220 2.124 1959 6 19.333 -0.329 0 0 19.380 -0.282 20.055 0.033 1959 7 21.295 -0.506 0 0 21.481 -0.320 22.302 0.143 1959 8 22.782 1.710 0 0 23.070 1.998 23.519 2.088 1959 9 18.425 1.005 0 0 18.536 1.116 19.801 2.022 1959 10 11.810 0.948 0 0 11.670 0.808 11.895 0.675 1959 11 3.665 -1.117 0 0 3.532 -1.250 4.152 -0.988 1959 12 1.327 2.566 0 0 1.323 2.562 1.072 1.951 1960 1 -0.781 3.182 0 0 -0.860 3.103 -1.296 2.308 1960 2 -1.845 0.883 0 0 -2.098 0.629 -2.469 -0.100 1960 3 -4.200 -6.793 0 0 -4.413 -7.006 -3.565 -6.517 1960 4 11.520 2.570 0 0 11.493 2.543 11.871 2.562 1960 5 13.918 -0.820 0 0 13.957 -0.780 14.103 -0.993 1960 6 18.958 -0.704 0 0 19.005 -0.657 19.458 -0.563 1960 7 19.300 -2.501 0 0 19.486 -2.315 20.464 -1.696 1960 8 20.829 -0.243 0 0 21.117 0.045 21.907 0.476 1960 9 18.762 1.341 0 0 18.873 1.453 19.491 1.712 1960 10 11.131 0.269 0 0 10.991 0.129 11.238 0.018 1960 11 6.375 1.593 0 0 6.242 1.460 6.674 1.534 1960 12 -4.957 -3.718 0 0 -4.961 -3.722 -4.950 -4.071 1961 1 -5.861 -1.899 0 0 -5.940 -1.978 -5.992 -2.389 1961 2 1.048 3.776 0 0 0.795 3.522 -0.064 2.305 1961 3 4.845 2.253 0 0 4.632 2.039 4.962 2.010 1961 4 6.175 -2.775 0 0 6.148 -2.802 6.640 -2.669 1961 5 12.187 -2.550 0 0 12.226 -2.511 12.501 -2.595 1961 6 18.542 -1.121 0 0 18.589 -1.074 18.920 -1.101 1961 7 21.192 -0.609 0 0 21.378 -0.423 21.798 -0.361 1961 8 21.289 0.217 0 0 21.577 0.505 21.870 0.439 1961 9 20.010 2.590 0 0 20.121 2.701 20.674 2.895 1961 10 12.823 1.961 0 0 12.683 1.821 12.934 1.713 1961 11 5.732 0.950 0 0 5.599 0.817 6.205 1.064 1961 12 -1.085 0.153 0 0 -1.090 0.149 -1.228 -0.348 1962 1 -4.298 -0.336 0 0 -4.377 -0.415 -4.650 -1.046 1962 2 -2.220 0.508 0 0 -2.473 0.254 -2.786 -0.417 1962 3 1.944 -0.649 0 0 1.730 -0.862 2.192 -0.759 1962 4 8.435 -0.515 0 0 8.408 -0.542 8.988 -0.321 1962 5 17.903 3.166 0 0 17.942 3.205 18.141 3.045 1962 6 19.737 0.074 0 0 19.784 0.121 20.612 0.590 1962 7 20.232 -1.569 0 0 20.418 -1.383 21.155 -1.005 1962 8 20.368 -0.704 0 0 20.656 -0.416 21.405 -0.025 1962 9 15.458 -1.962 0 0 15.570 -1.851 16.271 -1.508 1962 10 11.829 0.967 0 0 11.689 0.827 12.056 0.835 1962 11 4.192 -0.590 0 0 4.059 -0.723 5.041 -0.100 1962 12 -4.350 -3.112 0 0 -4.354 -3.116 -4.217 -3.338 1963 1 -6.816 -2.854 0 0 -6.895 -2.933 -7.136 -3.532 1963 2 -6.575 -3.848 0 0 -6.828 -4.101 -7.106 -4.737 1963 3 4.115 1.522 0 0 3.902 1.309 4.632 1.680 1963 4 9.372 0.421 0 0 9.345 0.395 9.670 0.361 1963 5 13.639 -1.099 0 0 13.678 -1.059 13.658 -1.438 1963 6 19.542 -0.121 0 0 19.589 -0.074 19.981 -0.041 1963 7 21.153 -0.648 0 0 21.339 -0.462 21.640 -0.520 1963 8 18.811 -2.261 0 0 19.099 -1.973 19.505 -1.926 1963 9 15.295 -2.125 0 0 15.406 -2.014 16.365 -1.414 1963 10 13.756 2.894 0 0 13.617 2.755 14.340 3.119 1963 11 6.557 1.775 0 0 6.424 1.642 7.087 1.947 1963 12 -6.002 -4.764 0 4 -4.841 -3.602 -5.649 -4.769 1964 1 -3.353 0.609 0 0 -2.189 1.774 -2.232 1.372 1964 2 -5.288 -2.560 0 0 -4.160 -1.433 -4.124 -1.755 1964 3 2.518 -0.075 0 0 3.599 1.007 3.767 0.816 1964 4 9.252 0.302 0 0 10.229 1.278 10.415 1.106 1964 5 15.585 0.848 0 0 16.343 1.606 16.464 1.368 1964 6 18.848 -0.814 0 0 19.340 -0.323 20.145 0.123 1964 7 21.237 -0.564 0 0 21.576 -0.225 22.666 0.507 1964 8 18.163 -2.909 0 0 18.559 -2.513 19.751 -1.680 1964 9 15.788 -1.632 0 0 16.400 -1.020 17.815 0.036 1964 10 8.453 -2.409 0 0 9.320 -1.542 9.826 -1.394 1964 11 6.023 1.241 0 0 7.087 2.305 7.558 2.418 1964 12 -0.994 0.244 0 0 0.167 1.405 0.135 1.014 1965 1 -4.340 -0.377 0 0 -3.175 0.787 -3.808 -0.204 1965 2 -3.760 -1.033 0 0 -2.633 0.095 -2.924 -0.555 1965 3 -0.521 -3.114 0 0 0.560 -2.032 0.878 -2.074 1965 4 7.385 -1.565 0 0 8.361 -0.589 8.542 -0.767 1965 5 16.582 1.845 0 0 17.340 2.603 17.862 2.766 1965 6 17.888 -1.774 0 0 18.380 -1.283 19.347 -0.674 1965 7 19.568 -2.233 0 0 19.906 -1.895 20.634 -1.526 1965 8 19.169 -1.903 0 0 19.565 -1.507 20.575 -0.856 1965 9 17.558 0.137 0 0 18.170 0.750 19.430 1.651 1965 10 8.579 -2.283 0 0 9.445 -1.417 10.066 -1.155 1965 11 4.204 -0.578 0 0 5.268 0.487 6.189 1.048 1965 12 1.487 2.726 0 0 2.648 3.887 2.097 2.977 1966 1 -6.029 -2.067 0 0 -4.865 -0.902 -5.678 -2.074 1966 2 -2.877 -0.149 0 0 -1.749 0.978 -2.358 0.011 1966 3 2.989 0.396 0 0 4.070 1.478 4.593 1.641 1966 4 7.227 -1.724 0 0 8.203 -0.747 8.355 -0.954 1966 5 11.150 -3.587 0 0 11.908 -2.829 12.358 -2.738 1966 6 19.277 -0.386 0 0 19.768 0.105 20.518 0.497 1966 7 22.594 0.792 0 0 22.932 1.131 23.171 1.011 1966 8 20.132 -0.940 0 0 20.528 -0.544 21.080 -0.351 1966 9 14.893 -2.527 0 0 15.505 -1.915 16.443 -1.336 1966 10 NaN NaN NaN NaN NaN NaN 10.046 -1.175 1966 11 4.280 -0.502 0 0 5.344 0.562 6.243 1.102 1966 12 -1.619 -0.381 0 0 -0.458 0.780 -1.088 -0.209 1967 1 NaN NaN NaN NaN NaN NaN -0.492 3.112 1967 2 NaN NaN NaN NaN NaN NaN -4.585 -2.216 1967 3 NaN NaN NaN NaN NaN NaN 3.546 0.595 1967 4 NaN NaN NaN NaN NaN NaN 10.624 1.315 1967 5 NaN NaN NaN NaN NaN NaN 11.533 -3.563 1967 6 NaN NaN NaN NaN NaN NaN 21.893 1.872 1967 7 NaN NaN NaN NaN NaN NaN 20.992 -1.168 1967 8 NaN NaN NaN NaN NaN NaN 20.009 -1.422 1967 9 NaN NaN NaN NaN NaN NaN 15.900 -1.879 1967 10 NaN NaN NaN NaN NaN NaN 11.358 0.137 1967 11 NaN NaN NaN NaN NaN NaN 3.232 -1.908 1967 12 NaN NaN NaN NaN NaN NaN 0.813 1.693