% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 5622 % Primary Name: REDENCION PA % Record Type: TAVG % Country: Bolivia % Latitude: -19.00000 +/- 0.50000 % Longitude: -65.00000 +/- 0.50000 % Elevation (m): 2600.00 +/- 0.50 % # of Months: 120 % % IDs: ca - 302000000020 % % Sources: Colonial Archive % % Site Hash: 7246ddeeb3b84dfed56040ad0548e565 % Raw Data Hash: 902c07927b7c0a1d23caeb942336dbcf % Adj Data Hash: f3b11da67a902d8cc00544f5bc31f589 % % 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 1941 6 NaN NaN NaN NaN NaN NaN 15.338 -0.256 1941 7 NaN NaN NaN NaN NaN NaN 15.322 -0.160 1941 8 NaN NaN NaN NaN NaN NaN 17.376 0.622 1941 9 NaN NaN NaN NaN NaN NaN 17.324 -1.194 1941 10 NaN NaN NaN NaN NaN NaN 20.137 0.557 1941 11 NaN NaN NaN NaN NaN NaN 20.530 0.429 1941 12 NaN NaN NaN NaN NaN NaN 20.744 0.716 1942 1 NaN NaN NaN NaN NaN NaN 20.901 0.977 1942 2 NaN NaN NaN NaN NaN NaN 19.725 -0.008 1942 3 NaN NaN NaN NaN NaN NaN 19.061 -0.338 1942 4 NaN NaN NaN NaN NaN NaN 17.386 -0.839 1942 5 NaN NaN NaN NaN NaN NaN 16.431 -0.691 1942 6 10.850 -2.865 0 0 13.098 -0.617 14.165 -1.428 1942 7 NaN NaN NaN NaN NaN NaN 14.131 -1.351 1942 8 NaN NaN NaN NaN NaN NaN 16.904 0.150 1942 9 NaN NaN NaN NaN NaN NaN 18.226 -0.292 1942 10 NaN NaN NaN NaN NaN NaN 18.239 -1.341 1942 11 NaN NaN NaN NaN NaN NaN 19.555 -0.546 1942 12 NaN NaN NaN NaN NaN NaN 19.733 -0.295 1943 1 NaN NaN NaN NaN NaN NaN 20.163 0.240 1943 2 16.550 -1.305 0 0 18.798 0.943 19.529 -0.204 1943 3 15.450 -2.070 0 0 17.698 0.178 18.941 -0.457 1943 4 12.950 -3.396 0 0 15.198 -1.148 16.797 -1.428 1943 5 13.050 -2.194 0 0 15.298 0.054 17.240 0.117 1943 6 11.050 -2.665 0 0 13.298 -0.417 14.612 -0.981 1943 7 11.700 -1.904 0 0 13.948 0.344 15.203 -0.279 1943 8 10.450 -4.426 0 0 12.698 -2.177 15.100 -1.654 1943 9 13.550 -3.090 0 0 15.798 -0.842 17.297 -1.222 1943 10 15.200 -2.501 0 0 17.448 -0.253 19.248 -0.332 1943 11 16.500 -1.722 0 0 18.748 0.526 19.007 -1.094 1943 12 15.950 -2.200 0 0 18.198 0.048 18.956 -1.073 1944 1 15.650 -2.395 0 0 17.898 -0.147 18.883 -1.040 1944 2 16.100 -1.755 0 0 18.348 0.493 19.220 -0.514 1944 3 NaN NaN NaN NaN NaN NaN 18.627 -0.771 1944 4 12.700 -3.646 0 0 14.948 -1.398 16.965 -1.260 1944 5 13.300 -1.944 0 0 15.548 0.304 17.194 0.072 1944 6 12.400 -1.315 0 0 14.648 0.933 16.127 0.534 1944 7 11.400 -2.204 0 0 13.648 0.044 16.100 0.618 1944 8 13.200 -1.676 0 0 15.448 0.573 18.094 1.340 1944 9 14.100 -2.540 0 0 16.348 -0.292 19.538 1.019 1944 10 16.900 -0.801 0 0 19.148 1.447 19.740 0.160 1944 11 15.750 -2.472 0 0 17.998 -0.224 19.054 -1.047 1944 12 17.200 -0.950 0 0 19.448 1.298 20.163 0.134 1945 1 17.050 -0.995 0 0 19.298 1.253 20.265 0.342 1945 2 15.850 -2.005 0 0 18.098 0.243 19.249 -0.485 1945 3 16.300 -1.220 0 0 18.548 1.028 19.395 -0.004 1945 4 14.200 -2.146 0 0 16.448 0.102 18.071 -0.154 1945 5 11.950 -3.294 0 0 14.198 -1.046 15.763 -1.359 1945 6 10.950 -2.765 0 0 13.198 -0.517 15.024 -0.569 1945 7 14.000 0.396 0 0 16.248 2.644 15.812 0.330 1945 8 15.350 0.474 0 0 17.598 2.723 18.928 2.174 1945 9 13.950 -2.690 0 0 16.198 -0.442 19.048 0.530 1945 10 13.600 -4.101 0 0 15.848 -1.853 19.007 -0.573 1945 11 15.450 -2.772 0 0 17.698 -0.524 20.129 0.028 1945 12 14.700 -3.450 0 0 16.948 -1.202 19.641 -0.388 1946 1 13.900 -4.145 0 0 16.148 -1.897 20.122 0.199 1946 2 12.750 -5.105 0 0 14.998 -2.857 20.486 0.752 1946 3 11.300 -6.220 0 0 13.548 -3.972 19.508 0.110 1946 4 10.200 -6.146 0 0 12.448 -3.898 18.564 0.339 1946 5 10.850 -4.394 0 0 13.098 -2.146 17.494 0.371 1946 6 11.350 -2.365 0 0 13.598 -0.117 15.752 0.159 1946 7 11.150 -2.454 0 0 13.398 -0.206 14.931 -0.551 1946 8 22.750 7.874 1 0 NaN NaN 17.353 0.599 1946 9 25.750 9.110 1 0 NaN NaN 19.216 0.697 1946 10 10.350 -7.351 0 4 10.722 -6.979 19.619 0.039 1946 11 11.950 -6.272 0 0 12.322 -5.900 20.762 0.661 1946 12 12.400 -5.750 0 0 12.772 -5.378 19.327 -0.701 1947 1 18.150 0.105 0 0 18.522 0.477 20.049 0.125 1947 2 10.050 -7.805 1 0 NaN NaN 19.651 -0.083 1947 3 17.550 0.030 0 0 17.922 0.402 19.206 -0.192 1947 4 11.250 -5.096 0 0 11.622 -4.724 18.111 -0.114 1947 5 NaN NaN NaN NaN NaN NaN 17.016 -0.106 1947 6 9.150 -4.565 0 0 9.522 -4.193 15.914 0.321 1947 7 10.200 -3.404 0 0 10.572 -3.031 14.238 -1.244 1947 8 12.250 -2.626 0 0 12.622 -2.253 15.863 -0.891 1947 9 16.300 -0.340 0 0 16.672 0.032 17.825 -0.694 1947 10 19.250 1.549 0 0 19.622 1.921 19.016 -0.563 1947 11 NaN NaN NaN NaN NaN NaN 19.670 -0.431 1947 12 17.800 -0.350 0 0 18.172 0.022 19.399 -0.630 1948 1 17.350 -0.695 0 0 17.722 -0.323 19.616 -0.308 1948 2 17.000 -0.855 0 0 17.372 -0.483 19.665 -0.069 1948 3 17.750 0.230 0 0 18.122 0.602 18.625 -0.773 1948 4 17.100 0.754 0 0 17.472 1.126 18.460 0.235 1948 5 NaN NaN NaN NaN NaN NaN 17.045 -0.078 1948 6 NaN NaN NaN NaN NaN NaN 16.191 0.598 1948 7 14.050 0.446 0 0 14.422 0.819 16.058 0.576 1948 8 NaN NaN NaN NaN NaN NaN 17.163 0.409 1948 9 NaN NaN NaN NaN NaN NaN 18.905 0.386 1948 10 NaN NaN NaN NaN NaN NaN 19.224 -0.356 1948 11 NaN NaN NaN NaN NaN NaN 19.416 -0.685 1948 12 16.600 -1.550 0 0 16.972 -1.178 19.291 -0.737 1949 1 18.000 -0.045 0 0 18.372 0.327 19.414 -0.509 1949 2 17.600 -0.255 0 0 17.972 0.117 19.689 -0.044 1949 3 17.550 0.030 0 0 17.922 0.402 19.701 0.303 1949 4 17.850 1.504 0 0 18.222 1.876 17.345 -0.880 1949 5 18.450 3.206 0 0 18.822 3.578 16.964 -0.158 1949 6 16.650 2.935 0 0 17.022 3.307 16.224 0.631 1949 7 16.250 2.646 0 0 16.622 3.019 15.519 0.037 1949 8 15.550 0.674 0 0 15.922 1.047 16.458 -0.296 1949 9 17.000 0.360 0 0 17.372 0.732 18.834 0.315 1949 10 18.200 0.499 0 4 16.024 -1.678 18.237 -1.342 1949 11 NaN NaN NaN NaN NaN NaN 20.006 -0.095 1949 12 19.100 0.950 0 0 16.924 -1.227 19.214 -0.815 1950 1 18.700 0.655 0 0 16.524 -1.521 18.873 -1.051 1950 2 19.100 1.245 0 0 16.924 -0.932 19.536 -0.198 1950 3 19.150 1.630 0 0 16.974 -0.546 18.597 -0.801 1950 4 18.400 2.054 0 0 16.224 -0.123 18.090 -0.135 1950 5 NaN NaN NaN NaN NaN NaN 17.464 0.342 1950 6 16.550 2.835 0 0 14.374 0.659 15.455 -0.138 1950 7 17.550 3.946 0 0 15.374 1.770 15.756 0.274 1950 8 17.150 2.274 0 0 14.974 0.098 16.902 0.148 1950 9 15.850 -0.790 0 0 13.674 -2.967 18.040 -0.478 1950 10 18.150 0.449 0 0 15.974 -1.728 18.054 -1.526 1950 11 19.550 1.328 0 0 17.374 -0.849 19.821 -0.280 1950 12 19.400 1.250 0 0 17.224 -0.927 20.086 0.057 1951 1 19.350 1.305 0 0 17.174 -0.871 19.167 -0.756 1951 2 18.900 1.045 0 0 16.724 -1.132 18.594 -1.140 1951 3 18.400 0.880 0 0 16.224 -1.296 19.332 -0.066 1951 4 16.400 0.054 0 0 14.224 -2.123 16.710 -1.515 1951 5 18.450 3.206 0 0 16.274 1.030 17.757 0.634 1951 6 18.100 4.385 0 0 15.924 2.209 15.835 0.242 1951 7 17.300 3.696 0 0 15.124 1.520 16.628 1.146 1951 8 14.900 0.024 0 0 12.724 -2.152 15.658 -1.096 1951 9 18.500 1.860 0 0 16.324 -0.317 18.255 -0.263 1951 10 NaN NaN NaN NaN NaN NaN 19.785 0.205 1951 11 19.200 0.978 0 0 17.024 -1.199 19.874 -0.227 1951 12 19.550 1.400 0 0 17.374 -0.777 19.798 -0.231 1952 1 20.000 1.955 0 0 17.824 -0.221 19.994 0.070 1952 2 19.650 1.795 0 0 17.474 -0.382 18.987 -0.747 1952 3 19.850 2.330 0 0 17.674 0.154 19.899 0.501 1952 4 19.500 3.154 0 0 17.324 0.977 17.424 -0.801 1952 5 19.500 4.256 0 0 17.324 2.080 17.414 0.292 1952 6 19.050 5.335 0 0 16.874 3.159 13.310 -2.283 1952 7 18.650 5.046 0 0 16.474 2.870 15.987 0.505 1952 8 19.800 4.924 0 0 17.624 2.748 17.467 0.713 1952 9 17.750 1.110 0 0 15.574 -1.067 17.635 -0.883 1952 10 19.600 1.899 0 0 17.424 -0.278 19.081 -0.499 1952 11 19.600 1.378 0 0 17.424 -0.799 19.509 -0.592 1952 12 20.050 1.900 0 0 17.874 -0.277 19.747 -0.281 1953 1 19.600 1.555 0 0 17.424 -0.621 19.944 0.021 1953 2 19.400 1.545 0 0 17.224 -0.632 19.668 -0.066 1953 3 19.200 1.680 0 0 17.024 -0.496 19.286 -0.112 1953 4 19.300 2.954 0 0 17.124 0.777 17.636 -0.589 1953 5 19.500 4.256 0 0 17.324 2.080 17.383 0.261 1953 6 19.500 5.785 0 0 17.324 3.609 15.920 0.327 1953 7 19.250 5.646 0 0 17.074 3.470 14.325 -1.158 1953 8 19.000 4.124 0 0 16.824 1.948 18.725 1.971 1953 9 19.400 2.760 0 0 17.224 0.583 20.628 2.109 1953 10 19.350 1.649 0 0 17.174 -0.528 19.414 -0.166 1953 11 19.200 0.978 0 0 17.024 -1.199 19.874 -0.227 1953 12 19.800 1.650 0 0 17.624 -0.527 20.262 0.233 1954 1 NaN NaN NaN NaN NaN NaN 19.647 -0.277 1954 2 NaN NaN NaN NaN NaN NaN 19.175 -0.559 1954 3 NaN NaN NaN NaN NaN NaN 18.515 -0.883 1954 4 NaN NaN NaN NaN NaN NaN 18.316 0.091 1954 5 NaN NaN NaN NaN NaN NaN 16.173 -0.949 1954 6 NaN NaN NaN NaN NaN NaN 15.148 -0.446 1954 7 NaN NaN NaN NaN NaN NaN 15.045 -0.437 1954 8 NaN NaN NaN NaN NaN NaN 16.615 -0.139 1954 9 NaN NaN NaN NaN NaN NaN 18.282 -0.236 1954 10 NaN NaN NaN NaN NaN NaN 19.154 -0.425 1954 11 NaN NaN NaN NaN NaN NaN 20.706 0.605 1954 12 NaN NaN NaN NaN NaN NaN 20.586 0.557