% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 5642 % Primary Name: GUAQUI % Record Type: TAVG % Country: Bolivia % Latitude: -16.60000 +/- 0.00500 % Longitude: -68.87000 +/- 0.00500 % Elevation (m): 3812.00 +/- 0.50 % # of Months: 174 % % IDs: ca - 302000000011 % % Sources: Colonial Archive % % Site Hash: a3ea35486d090f2b32c497f3196f3973 % Raw Data Hash: 89018c751297de602d28085e353b3606 % Adj Data Hash: 34d301d10fa7ca86c1a61bb0c4ee687a % % 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 1942 2 NaN NaN NaN NaN NaN NaN 10.807 0.632 1942 3 NaN NaN NaN NaN NaN NaN 10.012 0.066 1942 4 NaN NaN NaN NaN NaN NaN 8.447 -0.560 1942 5 NaN NaN NaN NaN NaN NaN 7.666 -0.041 1942 6 NaN NaN NaN NaN NaN NaN 6.224 -0.463 1942 7 NaN NaN NaN NaN NaN NaN 6.309 -0.220 1942 8 NaN NaN NaN NaN NaN NaN 7.205 -0.152 1942 9 NaN NaN NaN NaN NaN NaN 8.325 -0.326 1942 10 NaN NaN NaN NaN NaN NaN 9.558 -0.495 1942 11 NaN NaN NaN NaN NaN NaN 10.516 -0.425 1942 12 NaN NaN NaN NaN NaN NaN 10.282 -0.272 1943 1 NaN NaN NaN NaN NaN NaN 10.837 0.554 1943 2 9.400 -0.676 0 0 9.958 -0.118 9.797 -0.378 1943 3 8.850 -0.997 0 0 9.787 -0.060 10.117 0.171 1943 4 7.550 -1.358 0 0 8.835 -0.074 8.049 -0.959 1943 5 5.950 -1.658 0 0 6.864 -0.745 7.428 -0.280 1943 6 4.450 -2.138 0 0 5.066 -1.522 6.438 -0.250 1943 7 4.350 -2.080 0 0 5.576 -0.854 6.332 -0.197 1943 8 5.100 -2.159 0 0 7.007 -0.252 6.915 -0.443 1943 9 7.500 -1.053 0 0 9.085 0.533 8.306 -0.345 1943 10 12.400 2.446 0 0 13.258 3.304 10.962 0.909 1943 11 10.200 -0.642 0 0 10.992 0.150 11.315 0.374 1943 12 9.950 -0.505 0 0 10.982 0.527 10.424 -0.130 1944 1 8.850 -1.335 0 0 9.652 -0.533 9.853 -0.430 1944 2 9.350 -0.726 0 0 9.908 -0.168 9.663 -0.512 1944 3 9.500 -0.347 0 0 10.437 0.590 9.382 -0.565 1944 4 7.850 -1.058 0 0 9.135 0.226 8.132 -0.875 1944 5 6.200 -1.408 0 0 7.114 -0.495 7.150 -0.557 1944 6 NaN NaN NaN NaN NaN NaN 6.575 -0.113 1944 7 5.200 -1.230 0 0 6.426 -0.004 6.524 -0.005 1944 8 5.450 -1.809 0 0 7.357 0.098 7.474 0.116 1944 9 9.550 0.997 0 0 11.135 2.583 8.755 0.104 1944 10 9.600 -0.354 0 0 10.458 0.504 10.068 0.015 1944 11 10.400 -0.442 0 0 11.192 0.350 11.112 0.171 1944 12 8.100 -2.355 0 0 9.132 -1.323 10.215 -0.339 1945 1 NaN NaN NaN NaN NaN NaN 10.126 -0.158 1945 2 9.250 -0.826 0 0 9.808 -0.268 10.269 0.094 1945 3 9.250 -0.597 0 0 10.187 0.340 10.073 0.127 1945 4 9.650 0.742 0 0 10.935 2.026 9.637 0.630 1945 5 11.000 3.392 0 0 11.914 4.305 8.125 0.418 1945 6 13.400 6.812 1 0 NaN NaN 7.338 0.650 1945 7 18.300 11.870 1 0 NaN NaN 7.039 0.510 1945 8 11.800 4.541 1 0 NaN NaN 8.280 0.923 1945 9 NaN NaN NaN NaN NaN NaN 9.090 0.438 1945 10 7.950 -2.004 0 0 8.808 -1.146 8.941 -1.112 1945 11 8.200 -2.642 0 0 8.992 -1.850 10.942 0.001 1945 12 9.050 -1.405 0 0 10.082 -0.373 10.493 -0.061 1946 1 9.200 -0.985 0 0 10.002 -0.183 10.818 0.534 1946 2 8.350 -1.726 0 0 8.908 -1.168 10.274 0.099 1946 3 8.550 -1.297 0 0 9.487 -0.360 10.375 0.429 1946 4 7.050 -1.858 0 0 8.335 -0.574 9.187 0.180 1946 5 4.850 -2.758 0 0 5.764 -1.845 7.287 -0.421 1946 6 3.500 -3.088 0 0 4.116 -2.472 6.206 -0.481 1946 7 0.700 -5.730 0 0 1.926 -4.504 4.802 -1.727 1946 8 3.800 -3.459 0 0 5.707 -1.552 6.503 -0.854 1946 9 5.950 -2.603 0 0 7.535 -1.017 8.246 -0.406 1946 10 7.500 -2.454 0 0 8.358 -1.596 9.317 -0.736 1946 11 8.500 -2.342 0 0 9.292 -1.550 10.472 -0.468 1946 12 8.200 -2.255 0 0 9.232 -1.223 9.730 -0.824 1947 1 8.550 -1.635 0 0 9.352 -0.833 10.114 -0.169 1947 2 8.450 -1.626 0 0 9.008 -1.068 9.863 -0.312 1947 3 8.150 -1.697 0 0 9.087 -0.760 10.081 0.135 1947 4 NaN NaN NaN NaN NaN NaN 9.181 0.174 1947 5 NaN NaN NaN NaN NaN NaN 8.092 0.384 1947 6 NaN NaN NaN NaN NaN NaN 6.764 0.077 1947 7 NaN NaN NaN NaN NaN NaN 6.837 0.307 1947 8 NaN NaN NaN NaN NaN NaN 7.288 -0.069 1947 9 NaN NaN NaN NaN NaN NaN 8.285 -0.367 1947 10 7.150 -2.804 0 0 8.008 -1.946 9.344 -0.709 1947 11 8.750 -2.092 0 0 9.542 -1.300 10.528 -0.412 1947 12 9.200 -1.255 0 0 10.232 -0.223 10.787 0.233 1948 1 8.200 -1.985 0 0 9.002 -1.183 10.193 -0.090 1948 2 8.200 -1.876 0 0 8.758 -1.318 10.192 0.017 1948 3 NaN NaN NaN NaN NaN NaN 9.270 -0.676 1948 4 NaN NaN NaN NaN NaN NaN 8.871 -0.136 1948 5 NaN NaN NaN NaN NaN NaN 7.685 -0.023 1948 6 NaN NaN NaN NaN NaN NaN 6.753 0.065 1948 7 NaN NaN NaN NaN NaN NaN 6.052 -0.477 1948 8 NaN NaN NaN NaN NaN NaN 7.210 -0.148 1948 9 NaN NaN NaN NaN NaN NaN 8.560 -0.092 1948 10 NaN NaN NaN NaN NaN NaN 9.502 -0.551 1948 11 NaN NaN NaN NaN NaN NaN 10.392 -0.549 1948 12 NaN NaN NaN NaN NaN NaN 9.520 -1.034 1949 1 8.300 -1.885 0 0 9.102 -1.083 9.699 -0.584 1949 2 8.750 -1.326 0 0 9.308 -0.768 9.718 -0.458 1949 3 8.300 -1.547 0 0 9.237 -0.610 9.444 -0.502 1949 4 8.050 -0.858 0 0 9.335 0.426 9.049 0.042 1949 5 10.250 2.642 0 0 11.164 3.555 7.678 -0.030 1949 6 8.200 1.612 0 0 8.816 2.228 6.917 0.229 1949 7 8.150 1.720 0 0 9.376 2.946 7.128 0.599 1949 8 3.600 -3.659 0 0 5.507 -1.752 6.545 -0.813 1949 9 7.350 -1.203 0 0 8.935 0.383 8.305 -0.346 1949 10 7.050 -2.904 0 0 7.908 -2.046 8.839 -1.214 1949 11 8.700 -2.142 0 0 9.492 -1.350 10.295 -0.645 1949 12 8.700 -1.755 0 0 9.732 -0.723 9.893 -0.660 1950 1 7.700 -2.485 0 0 8.502 -1.683 9.334 -0.949 1950 2 9.500 -0.576 0 0 10.058 -0.018 10.375 0.200 1950 3 8.450 -1.397 0 0 9.387 -0.460 9.203 -0.743 1950 4 9.350 0.442 0 0 10.635 1.726 8.816 -0.191 1950 5 NaN NaN NaN NaN NaN NaN 7.258 -0.450 1950 6 2.900 -3.688 0 0 3.516 -3.072 5.156 -1.532 1950 7 5.000 -1.430 0 0 6.226 -0.204 6.398 -0.131 1950 8 1.750 -5.509 0 0 3.657 -3.602 6.677 -0.680 1950 9 5.600 -2.953 0 0 7.185 -1.367 8.282 -0.369 1950 10 6.900 -3.054 0 0 7.758 -2.196 8.756 -1.297 1950 11 10.250 -0.592 0 0 11.042 0.200 10.645 -0.295 1950 12 10.000 -0.455 0 0 11.032 0.577 11.427 0.873 1951 1 10.000 -0.185 0 0 10.802 0.617 10.351 0.067 1951 2 NaN NaN NaN NaN NaN NaN 9.457 -0.718 1951 3 8.350 -1.497 0 0 9.287 -0.560 9.900 -0.046 1951 4 8.150 -0.758 0 0 9.435 0.526 8.912 -0.096 1951 5 5.800 -1.808 0 0 6.714 -0.895 7.199 -0.508 1951 6 NaN NaN NaN NaN NaN NaN 6.241 -0.446 1951 7 NaN NaN NaN NaN NaN NaN 7.113 0.584 1951 8 NaN NaN NaN NaN NaN NaN 6.741 -0.617 1951 9 6.700 -1.853 0 0 8.285 -0.267 8.335 -0.316 1951 10 7.800 -2.154 0 0 8.658 -1.296 9.706 -0.347 1951 11 7.600 -3.242 0 0 8.392 -2.450 10.763 -0.177 1951 12 8.900 -1.555 0 0 9.932 -0.523 10.446 -0.108 1952 1 9.050 -1.135 0 0 9.852 -0.333 10.412 0.128 1952 2 10.600 0.524 0 0 11.158 1.082 10.499 0.324 1952 3 9.700 -0.147 0 0 10.637 0.790 10.528 0.582 1952 4 7.550 -1.358 0 0 8.835 -0.074 8.888 -0.119 1952 5 11.100 3.492 0 0 12.014 4.405 7.928 0.221 1952 6 5.300 -1.288 0 0 5.916 -0.672 6.223 -0.465 1952 7 6.650 0.220 0 0 7.876 1.446 6.364 -0.165 1952 8 5.100 -2.159 0 0 7.007 -0.252 7.594 0.236 1952 9 7.750 -0.803 0 0 9.335 0.783 8.511 -0.140 1952 10 10.400 0.446 0 0 11.258 1.304 10.556 0.503 1952 11 12.300 1.458 0 0 13.092 2.250 11.264 0.323 1952 12 8.800 -1.655 0 0 9.832 -0.623 10.356 -0.198 1953 1 7.850 -2.335 0 0 8.652 -1.533 10.193 -0.090 1953 2 9.100 -0.976 0 0 9.658 -0.418 10.275 0.100 1953 3 9.200 -0.647 0 0 10.137 0.290 10.153 0.206 1953 4 8.300 -0.608 0 0 9.585 0.676 9.106 0.099 1953 5 4.850 -2.758 0 0 5.764 -1.845 7.148 -0.559 1953 6 9.550 2.962 0 0 10.166 3.578 7.136 0.449 1953 7 8.450 2.020 0 0 9.676 3.246 6.975 0.446 1953 8 9.650 2.391 0 0 11.557 4.298 8.120 0.762 1953 9 8.050 -0.503 0 0 9.635 1.083 9.537 0.885 1953 10 9.500 -0.454 0 0 10.358 0.404 10.513 0.460 1953 11 9.900 -0.942 0 0 10.692 -0.150 11.362 0.422 1953 12 10.000 -0.455 0 0 11.032 0.577 10.778 0.225 1954 1 NaN NaN NaN NaN NaN NaN 10.320 0.037 1954 2 NaN NaN NaN NaN NaN NaN 9.431 -0.744 1954 3 NaN NaN NaN NaN NaN NaN 9.064 -0.882 1954 4 NaN NaN NaN NaN NaN NaN 8.749 -0.258 1954 5 NaN NaN NaN NaN NaN NaN 7.077 -0.631 1954 6 NaN NaN NaN NaN NaN NaN 6.349 -0.338 1954 7 NaN NaN NaN NaN NaN NaN 6.653 0.124 1954 8 NaN NaN NaN NaN NaN NaN 7.720 0.362 1954 9 NaN NaN NaN NaN NaN NaN 8.654 0.002 1954 10 NaN NaN NaN NaN NaN NaN 9.810 -0.243 1954 11 NaN NaN NaN NaN NaN NaN 10.580 -0.361 1954 12 NaN NaN NaN NaN NaN NaN 11.060 0.506 1955 1 9.850 -0.335 0 2 8.547 -1.638 9.800 -0.484 1955 2 9.900 -0.176 0 0 8.994 -1.083 9.361 -0.814 1955 3 10.150 0.303 0 0 8.627 -1.220 8.882 -1.065 1955 4 8.250 -0.658 0 0 6.162 -2.746 7.962 -1.045 1955 5 7.800 0.192 0 0 6.315 -1.293 7.002 -0.705 1955 6 8.450 1.862 0 0 7.448 0.860 7.052 0.364 1955 7 8.400 1.970 0 0 6.408 -0.022 6.643 0.114 1955 8 9.450 2.191 0 0 6.351 -0.908 6.693 -0.664 1955 9 9.000 0.447 0 0 6.424 -2.129 7.531 -1.121 1955 10 8.250 -1.704 0 0 6.856 -3.098 8.823 -1.230 1955 11 9.300 -1.542 0 0 8.013 -2.828 10.551 -0.389 1955 12 9.800 -0.655 0 0 8.123 -2.332 9.672 -0.882 1956 1 9.550 -0.635 0 0 8.247 -1.938 9.200 -1.084 1956 2 8.550 -1.526 0 0 7.644 -2.433 9.854 -0.321 1956 3 9.450 -0.397 0 0 7.927 -1.920 10.229 0.283 1956 4 13.350 4.442 0 0 11.262 2.354 8.709 -0.298 1956 5 7.750 0.142 0 0 6.265 -1.343 7.105 -0.602 1956 6 7.550 0.962 0 0 6.548 -0.040 6.144 -0.544 1956 7 9.800 3.370 0 0 7.808 1.378 5.887 -0.643 1956 8 11.100 3.841 0 0 8.001 0.742 6.511 -0.847 1956 9 11.100 2.547 0 0 8.524 -0.029 8.244 -0.408 1956 10 11.200 1.246 0 0 9.806 -0.148 9.922 -0.131 1956 11 11.050 0.208 0 0 9.763 -1.078 10.101 -0.840 1956 12 12.850 2.395 0 0 11.173 0.718 10.044 -0.509 1957 1 14.000 3.815 0 0 12.697 2.512 10.335 0.052 1957 2 11.500 1.424 0 0 10.594 0.517 10.379 0.204 1957 3 11.800 1.953 0 0 10.277 0.430 10.262 0.316 1957 4 10.550 1.642 0 0 8.462 -0.446 8.839 -0.168 1957 5 8.050 0.442 0 0 6.565 -1.043 8.201 0.493 1957 6 7.600 1.012 0 0 6.598 0.010 6.379 -0.309 1957 7 9.250 2.820 0 0 7.258 0.828 6.340 -0.189 1957 8 7.650 0.391 0 0 4.551 -2.708 7.214 -0.144 1957 9 7.500 -1.053 0 0 4.924 -3.629 8.411 -0.241 1957 10 9.750 -0.204 0 0 8.356 -1.598 10.378 0.325 1957 11 7.300 -3.542 0 0 6.013 -4.828 10.550 -0.390 1957 12 7.400 -3.055 0 0 5.723 -4.732 10.792 0.238 1958 1 5.700 -4.485 0 0 4.397 -5.788 10.325 0.042 1958 2 10.500 0.424 0 0 9.594 -0.483 10.878 0.703 1958 3 NaN NaN NaN NaN NaN NaN 10.397 0.451 1958 4 NaN NaN NaN NaN NaN NaN 9.563 0.556 1958 5 10.750 3.142 0 0 9.265 1.657 8.146 0.438 1958 6 5.100 -1.488 0 0 4.098 -2.490 7.996 1.309 1958 7 4.500 -1.930 0 0 2.508 -3.922 7.088 0.559 1958 8 9.900 2.641 0 0 6.801 -0.458 8.092 0.734 1958 9 12.200 3.647 0 0 9.624 1.071 9.298 0.647 1958 10 14.550 4.596 0 0 13.156 3.202 10.688 0.635 1958 11 14.100 3.258 0 0 12.813 1.972 11.297 0.357 1958 12 16.100 5.645 1 0 NaN NaN 11.441 0.887 1959 1 15.300 5.115 0 0 13.997 3.812 11.332 1.048 1959 2 16.550 6.474 1 0 NaN NaN 10.315 0.140 1959 3 15.250 5.403 0 0 13.727 3.880 9.767 -0.179 1959 4 13.300 4.392 0 0 11.212 2.304 8.935 -0.072 1959 5 12.200 4.592 0 0 10.715 3.107 7.433 -0.274 1959 6 8.350 1.762 0 0 7.348 0.760 6.013 -0.674 1959 7 6.900 0.470 0 0 4.908 -1.522 6.422 -0.108 1959 8 13.350 6.091 0 0 10.251 2.992 7.366 0.008 1959 9 12.550 3.997 0 0 9.974 1.421 8.785 0.133 1959 10 13.850 3.896 0 0 12.456 2.502 11.183 1.130 1959 11 15.500 4.658 0 0 14.213 3.372 11.690 0.749 1959 12 16.300 5.845 1 0 NaN NaN 10.796 0.242 1960 1 11.550 1.365 0 0 10.247 0.062 9.857 -0.426 1960 2 10.950 0.874 0 0 10.044 -0.033 10.486 0.311 1960 3 11.750 1.903 0 0 10.227 0.380 9.728 -0.219 1960 4 11.100 2.192 0 0 9.012 0.104 8.379 -0.628 1960 5 11.000 3.392 0 0 9.515 1.907 7.307 -0.400 1960 6 10.750 4.162 0 0 9.748 3.160 6.885 0.197 1960 7 10.800 4.370 0 0 8.808 2.378 7.037 0.507 1960 8 10.800 3.541 0 0 7.701 0.442 7.150 -0.208 1960 9 11.850 3.297 0 0 9.274 0.721 7.991 -0.660 1960 10 NaN NaN NaN NaN NaN NaN 9.822 -0.231 1960 11 NaN NaN NaN NaN NaN NaN 10.640 -0.301 1960 12 NaN NaN NaN NaN NaN NaN 10.407 -0.146 1961 1 NaN NaN NaN NaN NaN NaN 11.059 0.775 1961 2 NaN NaN NaN NaN NaN NaN 10.039 -0.136 1961 3 NaN NaN NaN NaN NaN NaN 10.123 0.177 1961 4 NaN NaN NaN NaN NaN NaN 8.738 -0.269 1961 5 NaN NaN NaN NaN NaN NaN 7.886 0.179 1961 6 NaN NaN NaN NaN NaN NaN 6.712 0.025 1961 7 NaN NaN NaN NaN NaN NaN 6.150 -0.379 1961 8 NaN NaN NaN NaN NaN NaN 7.237 -0.120 1961 9 NaN NaN NaN NaN NaN NaN 8.362 -0.290