% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 5613 % Primary Name: VILLA MONTES % Record Type: TAVG % Country: Bolivia % Latitude: -21.27000 +/- 0.00500 % Longitude: -63.47000 +/- 0.00500 % Elevation (m): 520.00 +/- 0.50 % # of Months: 146 % % IDs: ca - 302000000033 % % Sources: Colonial Archive % % Site Hash: b81950967d1a2969f7aeb76061ba2a2e % Raw Data Hash: bbd158f57b263ebbba36929c46aeaf69 % Adj Data Hash: 0ccfa5459ee75ee6318f7ae55de8c63d % % 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 4 NaN NaN NaN NaN NaN NaN 22.113 0.297 1941 5 NaN NaN NaN NaN NaN NaN 19.523 0.008 1941 6 NaN NaN NaN NaN NaN NaN 16.901 -0.195 1941 7 NaN NaN NaN NaN NaN NaN 17.458 0.040 1941 8 NaN NaN NaN NaN NaN NaN 20.739 0.923 1941 9 NaN NaN NaN NaN NaN NaN 20.783 -2.414 1941 10 NaN NaN NaN NaN NaN NaN 26.582 0.867 1941 11 NaN NaN NaN NaN NaN NaN 26.706 -0.131 1941 12 NaN NaN NaN NaN NaN NaN 27.843 0.570 1942 1 NaN NaN NaN NaN NaN NaN 27.957 0.717 1942 2 NaN NaN NaN NaN NaN NaN 26.412 -0.022 1942 3 NaN NaN NaN NaN NaN NaN 24.176 -0.867 1942 4 23.800 0.993 0 0 22.876 0.069 21.240 -0.575 1942 5 20.300 -0.207 0 0 19.337 -1.170 18.309 -1.206 1942 6 15.150 -2.938 0 0 14.118 -3.969 13.781 -3.315 1942 7 NaN NaN NaN NaN NaN NaN 15.181 -2.236 1942 8 22.550 1.742 0 0 21.755 0.947 20.221 0.405 1942 9 25.350 1.162 0 0 24.664 0.476 23.166 -0.031 1942 10 27.500 0.793 0 0 26.948 0.241 25.201 -0.514 1942 11 30.100 2.271 0 0 29.726 1.897 27.190 0.353 1942 12 NaN NaN NaN NaN NaN NaN 26.865 -0.408 1943 1 NaN NaN NaN NaN NaN NaN 26.901 -0.338 1943 2 28.800 1.374 0 0 27.835 0.409 26.428 -0.006 1943 3 25.700 -0.334 0 0 24.698 -1.336 24.371 -0.671 1943 4 21.550 -1.257 0 0 20.626 -2.181 20.042 -1.774 1943 5 21.200 0.693 0 0 20.237 -0.270 19.629 0.114 1943 6 17.400 -0.688 0 0 16.368 -1.719 15.936 -1.160 1943 7 18.150 -0.259 0 0 17.198 -1.211 17.266 -0.151 1943 8 NaN NaN NaN NaN NaN NaN 16.627 -3.189 1943 9 23.800 -0.388 0 0 23.114 -1.074 22.001 -1.195 1943 10 26.650 -0.057 0 0 26.098 -0.609 25.289 -0.426 1943 11 26.650 -1.179 0 0 26.276 -1.553 25.273 -1.564 1943 12 27.000 -1.264 0 0 26.622 -1.643 25.692 -1.581 1944 1 29.900 1.669 0 0 29.231 1.000 26.426 -0.814 1944 2 26.650 -0.776 0 0 25.685 -1.741 25.476 -0.959 1944 3 25.350 -0.684 0 0 24.348 -1.686 23.755 -1.288 1944 4 23.600 0.793 0 0 22.676 -0.131 20.895 -0.920 1944 5 21.000 0.493 0 0 20.037 -0.470 19.498 -0.017 1944 6 21.050 2.962 0 0 20.018 1.931 18.198 1.103 1944 7 20.200 1.791 0 0 19.248 0.839 18.464 1.046 1944 8 23.600 2.792 0 0 22.805 1.997 21.520 1.704 1944 9 26.950 2.762 0 0 26.264 2.076 25.069 1.872 1944 10 27.100 0.393 0 0 26.548 -0.159 26.015 0.299 1944 11 24.950 -2.879 0 0 24.576 -3.253 24.810 -2.028 1944 12 28.400 0.136 0 0 28.022 -0.243 27.122 -0.151 1945 1 29.400 1.169 0 0 28.731 0.500 27.380 0.140 1945 2 25.850 -1.576 0 4 26.222 -1.204 25.696 -0.738 1945 3 24.050 -1.984 0 0 24.437 -1.597 24.527 -0.516 1945 4 22.150 -0.657 0 0 22.505 -0.302 21.670 -0.146 1945 5 18.000 -2.507 0 0 18.371 -2.136 18.473 -1.042 1945 6 16.300 -1.788 0 0 16.699 -1.389 16.320 -0.776 1945 7 18.950 0.541 0 0 19.317 0.908 18.014 0.597 1945 8 25.900 5.092 0 0 26.203 5.395 23.485 3.669 1945 9 23.850 -0.338 0 0 24.108 -0.080 23.496 0.299 1945 10 26.350 -0.357 0 0 26.553 -0.153 25.912 0.197 1945 11 25.700 -2.129 0 0 25.831 -1.998 25.676 -1.161 1945 12 27.000 -1.264 0 0 27.132 -1.132 26.475 -0.798 1946 1 24.850 -3.381 0 0 25.101 -3.130 25.944 -1.295 1946 2 27.150 -0.276 0 0 27.522 0.096 27.056 0.622 1946 3 22.550 -3.484 0 0 22.937 -3.097 24.449 -0.593 1946 4 22.050 -0.757 0 0 22.405 -0.402 21.965 0.149 1946 5 20.300 -0.207 0 0 20.671 0.164 19.860 0.345 1946 6 14.950 -3.138 0 0 15.349 -2.739 15.881 -1.215 1946 7 13.650 -4.759 0 0 14.017 -4.392 16.243 -1.174 1946 8 21.500 0.692 0 0 21.803 0.995 20.848 1.032 1946 9 25.000 0.812 0 0 25.258 1.070 24.662 1.466 1946 10 26.700 -0.007 0 0 26.903 0.197 26.086 0.371 1946 11 31.100 3.271 0 0 31.231 3.402 28.456 1.619 1946 12 25.650 -2.614 0 0 25.782 -2.482 26.268 -1.005 1947 1 28.400 0.169 0 0 28.651 0.420 27.899 0.659 1947 2 26.900 -0.526 0 0 27.272 -0.154 26.524 0.090 1947 3 25.300 -0.734 0 0 25.687 -0.347 24.854 -0.188 1947 4 22.000 -0.807 0 0 22.355 -0.452 21.297 -0.519 1947 5 19.450 -1.057 0 0 19.821 -0.686 19.138 -0.377 1947 6 20.500 2.412 0 0 20.899 2.811 18.871 1.775 1947 7 16.100 -2.309 0 0 16.467 -1.942 15.579 -1.838 1947 8 18.900 -1.908 0 0 19.203 -1.605 18.398 -1.417 1947 9 21.900 -2.288 0 0 22.158 -2.030 22.022 -1.174 1947 10 24.550 -2.157 0 0 24.753 -1.953 24.344 -1.371 1947 11 26.500 -1.329 0 0 26.631 -1.198 26.185 -0.652 1947 12 27.750 -0.514 0 0 27.882 -0.382 27.543 0.270 1948 1 29.500 1.269 0 0 29.751 1.520 28.274 1.034 1948 2 27.550 0.124 0 0 27.922 0.496 26.680 0.246 1948 3 24.800 -1.234 0 0 25.187 -0.847 24.875 -0.168 1948 4 22.300 -0.507 0 0 22.655 -0.152 21.458 -0.357 1948 5 20.350 -0.157 0 0 20.721 0.214 19.718 0.203 1948 6 19.550 1.462 0 0 19.949 1.861 18.307 1.211 1948 7 19.450 1.041 0 0 19.817 1.408 18.160 0.743 1948 8 20.600 -0.208 0 0 20.903 0.095 20.012 0.196 1948 9 25.750 1.562 0 0 26.008 1.820 24.698 1.501 1948 10 26.400 -0.307 0 0 26.603 -0.103 25.854 0.139 1948 11 26.850 -0.979 0 0 26.981 -0.848 26.213 -0.624 1948 12 28.250 -0.014 0 0 28.382 0.118 27.510 0.237 1949 1 27.600 -0.631 0 0 27.851 -0.380 26.732 -0.508 1949 2 26.700 -0.726 0 0 27.072 -0.354 26.355 -0.080 1949 3 26.700 0.666 0 0 27.087 1.053 25.947 0.905 1949 4 22.100 -0.707 0 0 22.455 -0.352 21.250 -0.565 1949 5 21.250 0.743 0 0 21.621 1.114 20.172 0.657 1949 6 19.350 1.262 0 0 19.749 1.661 17.937 0.841 1949 7 17.350 -1.059 0 0 17.717 -0.692 16.975 -0.443 1949 8 20.750 -0.058 0 0 21.053 0.245 19.739 -0.077 1949 9 22.950 -1.238 0 0 23.208 -0.980 22.801 -0.396 1949 10 23.300 -3.407 0 0 23.503 -3.203 23.227 -2.488 1949 11 28.100 0.271 0 0 28.231 0.402 26.834 -0.003 1949 12 27.450 -0.814 0 0 27.582 -0.682 26.682 -0.591 1950 1 26.100 -2.131 0 0 26.351 -1.880 25.807 -1.433 1950 2 25.350 -2.076 0 0 25.722 -1.704 25.818 -0.617 1950 3 25.100 -0.934 0 0 25.487 -0.547 24.300 -0.742 1950 4 23.850 1.043 0 0 24.205 1.398 22.249 0.433 1950 5 21.300 0.793 0 0 21.671 1.164 20.572 1.057 1950 6 19.150 1.062 0 0 19.549 1.461 17.387 0.291 1950 7 19.850 1.441 0 0 20.217 1.808 18.055 0.637 1950 8 23.100 2.292 0 0 23.403 2.595 20.782 0.967 1950 9 23.450 -0.738 0 0 23.708 -0.480 22.776 -0.420 1950 10 25.850 -0.857 0 0 26.053 -0.653 24.881 -0.834 1950 11 27.350 -0.479 0 0 27.481 -0.348 26.499 -0.338 1950 12 28.900 0.636 0 0 29.032 0.768 27.730 0.457 1951 1 27.450 -0.781 0 0 27.701 -0.530 27.031 -0.208 1951 2 24.650 -2.776 0 0 25.022 -2.404 24.740 -1.694 1951 3 25.800 -0.234 0 0 26.187 0.153 25.119 0.076 1951 4 21.150 -1.657 0 0 21.505 -1.302 19.440 -2.376 1951 5 22.650 2.143 0 0 23.021 2.514 21.401 1.886 1951 6 20.000 1.912 0 0 20.399 2.311 18.191 1.095 1951 7 20.550 2.141 0 0 20.917 2.508 19.565 2.148 1951 8 21.100 0.292 0 0 21.403 0.595 19.536 -0.280 1951 9 24.350 0.162 0 0 24.608 0.420 23.765 0.568 1951 10 27.600 0.893 0 0 27.803 1.097 26.961 1.246 1951 11 27.000 -0.829 0 0 27.131 -0.698 26.675 -0.162 1951 12 26.850 -1.414 0 0 26.982 -1.282 26.540 -0.733 1952 1 27.750 -0.481 0 0 28.001 -0.230 27.739 0.500 1952 2 26.600 -0.826 0 0 26.972 -0.454 25.568 -0.867 1952 3 26.300 0.266 0 0 26.687 0.653 26.153 1.111 1952 4 22.950 0.143 0 0 23.305 0.498 20.896 -0.920 1952 5 21.700 1.193 0 0 22.071 1.564 20.608 1.092 1952 6 14.550 -3.538 0 0 14.949 -3.139 13.429 -3.667 1952 7 20.150 1.741 0 0 20.517 2.108 18.567 1.149 1952 8 22.550 1.742 0 0 22.853 2.045 20.904 1.088 1952 9 NaN NaN NaN NaN NaN NaN 22.012 -1.185 1952 10 NaN NaN NaN NaN NaN NaN 25.705 -0.010 1952 11 17.800 -10.029 1 0 NaN NaN 26.070 -0.767 1952 12 NaN NaN NaN NaN NaN NaN 27.038 -0.235 1953 1 28.900 0.669 0 0 29.151 0.920 28.196 0.957 1953 2 25.300 -2.126 0 0 25.672 -1.754 26.431 -0.003 1953 3 26.850 0.816 0 0 27.237 1.203 26.031 0.989 1953 4 21.850 -0.957 0 0 22.205 -0.602 21.153 -0.662 1953 5 20.450 -0.057 0 0 20.821 0.314 19.704 0.188 1953 6 16.800 -1.288 0 0 17.199 -0.889 16.589 -0.507 1953 7 14.250 -4.159 0 0 14.617 -3.792 14.298 -3.119 1953 8 23.100 2.292 0 0 23.403 2.595 22.548 2.732 1953 9 27.750 3.562 0 0 28.008 3.820 26.604 3.407 1953 10 29.300 2.593 0 0 29.503 2.797 25.340 -0.375 1953 11 29.900 2.071 0 0 30.031 2.202 26.953 0.116 1953 12 30.000 1.736 0 0 30.132 1.868 27.985 0.713 1954 1 NaN NaN NaN NaN NaN NaN 26.882 -0.357 1954 2 NaN NaN NaN NaN NaN NaN 25.637 -0.797 1954 3 NaN NaN NaN NaN NaN NaN 24.617 -0.426 1954 4 NaN NaN NaN NaN NaN NaN 21.916 0.101 1954 5 NaN NaN NaN NaN NaN NaN 18.133 -1.382 1954 6 NaN NaN NaN NaN NaN NaN 16.332 -0.764 1954 7 NaN NaN NaN NaN NaN NaN 16.328 -1.089 1954 8 NaN NaN NaN NaN NaN NaN 19.592 -0.223 1954 9 NaN NaN NaN NaN NaN NaN 22.366 -0.830 1954 10 NaN NaN NaN NaN NaN NaN 25.631 -0.084 1954 11 NaN NaN NaN NaN NaN NaN 27.737 0.900 1954 12 NaN NaN NaN NaN NaN NaN 27.813 0.541 1955 1 30.100 1.869 0 2 29.617 1.386 28.330 1.090 1955 2 26.900 -0.526 0 0 26.122 -1.304 26.582 0.148 1955 3 25.250 -0.784 0 0 24.435 -1.599 23.728 -1.315 1955 4 23.800 0.993 0 0 23.063 0.256 21.536 -0.279 1955 5 20.500 -0.007 0 0 19.724 -0.783 19.127 -0.388 1955 6 19.250 1.162 0 0 18.405 0.317 17.490 0.394 1955 7 16.100 -2.309 0 0 15.334 -3.075 14.277 -3.140 1955 8 20.450 -0.358 0 0 19.841 -0.966 19.669 -0.147 1955 9 25.750 1.562 0 0 25.251 1.062 23.966 0.769 1955 10 27.000 0.293 0 0 26.635 -0.072 24.929 -0.786 1955 11 28.650 0.821 0 0 28.462 0.633 27.284 0.447 1955 12 29.150 0.886 0 0 28.958 0.694 27.142 -0.130 1956 1 NaN NaN NaN NaN NaN NaN 24.869 -2.371 1956 2 NaN NaN NaN NaN NaN NaN 25.081 -1.353 1956 3 NaN NaN NaN NaN NaN NaN 25.126 0.083 1956 4 NaN NaN NaN NaN NaN NaN 20.677 -1.139 1956 5 NaN NaN NaN NaN NaN NaN 17.442 -2.073 1956 6 NaN NaN NaN NaN NaN NaN 15.197 -1.899 1956 7 NaN NaN NaN NaN NaN NaN 17.389 -0.028 1956 8 NaN NaN NaN NaN NaN NaN 18.220 -1.596 1956 9 NaN NaN NaN NaN NaN NaN 23.037 -0.160 1956 10 NaN NaN NaN NaN NaN NaN 24.549 -1.166 1956 11 NaN NaN NaN NaN NaN NaN 24.435 -2.402 1956 12 NaN NaN NaN NaN NaN NaN 26.845 -0.428