% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 13229 % Primary Name: AMBATO % Record Type: TAVG % Country: Ecuador % Latitude: -1.23000 +/- 0.00500 % Longitude: -78.62000 +/- 0.00500 % Elevation (m): 2540.00 +/- 0.50 % # of Months: 178 % % IDs: ca - 306000000001 % % Sources: Colonial Archive % % Site Hash: 6c7b5b6ffbe0dc8bc300f384ae4a3741 % Raw Data Hash: b6df2071c49f168455cc2580c0ca613c % Adj Data Hash: 278829261fb3fb27906413300f5f5896 % % 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 1928 2 NaN NaN NaN NaN NaN NaN 16.812 0.310 1928 3 NaN NaN NaN NaN NaN NaN 16.071 -0.454 1928 4 NaN NaN NaN NaN NaN NaN 15.968 -0.357 1928 5 NaN NaN NaN NaN NaN NaN 16.281 -0.174 1928 6 NaN NaN NaN NaN NaN NaN 15.553 -0.390 1928 7 NaN NaN NaN NaN NaN NaN 15.796 0.032 1928 8 NaN NaN NaN NaN NaN NaN 15.437 -0.544 1928 9 NaN NaN NaN NaN NaN NaN 15.986 -0.464 1928 10 NaN NaN NaN NaN NaN NaN 16.267 -0.227 1928 11 NaN NaN NaN NaN NaN NaN 16.709 0.009 1928 12 NaN NaN NaN NaN NaN NaN 15.906 -0.662 1929 1 NaN NaN NaN NaN NaN NaN 16.447 -0.002 1929 2 15.900 0.137 0 0 15.487 -0.276 16.065 -0.437 1929 3 15.800 0.014 0 0 15.514 -0.272 15.953 -0.572 1929 4 15.950 0.364 0 0 15.642 0.056 15.858 -0.467 1929 5 15.600 -0.116 0 0 15.167 -0.548 16.037 -0.418 1929 6 14.500 -0.704 0 0 14.064 -1.140 15.391 -0.552 1929 7 14.000 -1.026 0 0 13.683 -1.343 15.291 -0.474 1929 8 13.900 -1.343 0 0 13.654 -1.588 15.510 -0.472 1929 9 15.150 -0.561 0 0 14.916 -0.796 15.983 -0.467 1929 10 15.550 -0.205 0 0 15.360 -0.396 16.079 -0.415 1929 11 15.700 -0.261 0 0 15.517 -0.444 16.475 -0.225 1929 12 16.250 0.420 0 0 15.932 0.102 16.409 -0.160 1930 1 16.100 0.390 0 0 15.641 -0.069 15.907 -0.542 1930 2 16.700 0.937 0 0 16.287 0.524 16.575 0.073 1930 3 16.200 0.414 0 0 15.914 0.128 16.535 0.010 1930 4 15.900 0.314 0 0 15.592 0.006 16.000 -0.325 1930 5 15.100 -0.616 0 0 14.667 -1.048 16.213 -0.241 1930 6 14.450 -0.754 0 0 14.014 -1.190 15.414 -0.529 1930 7 14.200 -0.826 0 0 13.883 -1.143 15.655 -0.109 1930 8 14.500 -0.743 0 0 14.254 -0.988 15.740 -0.242 1930 9 15.200 -0.511 0 0 14.966 -0.746 16.382 -0.068 1930 10 15.950 0.195 0 0 15.760 0.004 16.074 -0.420 1930 11 16.550 0.589 0 0 16.367 0.406 16.722 0.022 1930 12 16.450 0.620 0 0 16.132 0.302 16.619 0.051 1931 1 16.800 1.090 0 0 16.341 0.631 16.634 0.185 1931 2 17.300 1.537 0 0 16.887 1.124 17.095 0.594 1931 3 16.600 0.814 0 0 16.314 0.528 17.006 0.481 1931 4 16.550 0.964 0 0 16.242 0.656 16.724 0.399 1931 5 16.100 0.384 0 0 15.667 -0.048 16.414 -0.040 1931 6 15.300 0.096 0 0 14.864 -0.340 15.763 -0.180 1931 7 14.100 -0.926 0 0 13.783 -1.243 14.996 -0.769 1931 8 13.800 -1.443 0 0 13.554 -1.688 15.544 -0.438 1931 9 14.650 -1.061 0 0 14.416 -1.296 16.051 -0.399 1931 10 16.400 0.645 0 0 16.210 0.454 16.558 0.064 1931 11 16.350 0.389 0 0 16.167 0.206 16.302 -0.398 1931 12 16.350 0.520 0 0 16.032 0.202 16.368 -0.200 1932 1 15.950 0.240 0 0 15.491 -0.219 16.004 -0.445 1932 2 17.000 1.237 0 0 16.587 0.824 16.824 0.322 1932 3 16.200 0.414 0 0 15.914 0.128 15.973 -0.552 1932 4 15.600 0.014 0 0 15.292 -0.294 16.029 -0.296 1932 5 15.250 -0.466 0 0 14.817 -0.898 16.008 -0.446 1932 6 14.700 -0.504 0 0 14.264 -0.940 15.469 -0.474 1932 7 13.350 -1.676 0 0 13.033 -1.993 15.194 -0.571 1932 8 14.450 -0.793 0 0 14.204 -1.038 15.670 -0.311 1932 9 15.000 -0.711 0 0 14.766 -0.946 16.095 -0.355 1932 10 16.600 0.845 0 0 16.410 0.654 16.463 -0.031 1932 11 16.000 0.039 0 0 15.817 -0.144 16.138 -0.562 1932 12 16.700 0.870 0 0 16.382 0.552 16.353 -0.216 1933 1 16.600 0.890 0 0 16.141 0.431 15.974 -0.475 1933 2 15.200 -0.563 0 0 14.787 -0.976 15.836 -0.666 1933 3 15.850 0.064 0 0 15.564 -0.222 16.312 -0.213 1933 4 16.500 0.914 0 0 16.192 0.606 16.097 -0.228 1933 5 15.600 -0.116 0 0 15.167 -0.548 16.259 -0.196 1933 6 14.300 -0.904 0 0 13.864 -1.340 15.019 -0.923 1933 7 14.050 -0.976 0 0 13.733 -1.293 15.190 -0.574 1933 8 14.050 -1.193 0 0 13.804 -1.438 15.189 -0.792 1933 9 14.700 -1.011 0 0 14.466 -1.246 15.823 -0.627 1933 10 14.950 -0.805 0 0 14.760 -0.996 15.270 -1.224 1933 11 16.350 0.389 0 0 16.167 0.206 16.113 -0.587 1933 12 16.300 0.470 0 0 15.982 0.152 15.887 -0.681 1934 1 15.950 0.240 0 0 15.491 -0.219 15.726 -0.723 1934 2 15.900 0.137 0 0 15.487 -0.276 15.496 -1.006 1934 3 15.950 0.164 0 0 15.664 -0.122 15.803 -0.722 1934 4 15.550 -0.036 0 0 15.242 -0.344 16.179 -0.146 1934 5 15.500 -0.216 0 0 15.067 -0.648 16.243 -0.212 1934 6 14.900 -0.304 0 0 14.464 -0.740 15.646 -0.297 1934 7 13.950 -1.076 0 0 13.633 -1.393 15.159 -0.605 1934 8 14.400 -0.843 0 0 14.154 -1.088 15.645 -0.337 1934 9 15.100 -0.611 0 0 14.866 -0.846 16.397 -0.053 1934 10 14.800 -0.955 0 0 14.610 -1.146 15.620 -0.875 1934 11 16.000 0.039 0 0 15.817 -0.144 16.523 -0.177 1934 12 16.000 0.170 0 0 15.682 -0.148 16.474 -0.094 1935 1 16.600 0.890 0 0 16.141 0.431 16.447 -0.002 1935 2 16.300 0.537 0 0 15.887 0.124 15.984 -0.518 1935 3 16.950 1.164 0 0 16.664 0.878 16.693 0.168 1935 4 16.050 0.464 0 0 15.742 0.156 16.099 -0.226 1935 5 15.700 -0.016 0 0 15.267 -0.448 15.890 -0.565 1935 6 14.050 -1.154 0 0 13.614 -1.590 14.975 -0.968 1935 7 13.800 -1.226 0 0 13.483 -1.543 14.946 -0.818 1935 8 14.100 -1.143 0 0 13.854 -1.388 14.902 -1.080 1935 9 15.450 -0.261 0 0 15.216 -0.496 16.057 -0.394 1935 10 14.750 -1.005 0 0 14.560 -1.196 15.538 -0.957 1935 11 16.600 0.639 0 0 16.417 0.456 16.190 -0.510 1935 12 15.800 -0.030 0 0 15.482 -0.348 16.288 -0.281 1936 1 16.000 0.290 0 0 15.541 -0.169 16.139 -0.311 1936 2 17.500 1.737 0 0 17.087 1.324 17.181 0.679 1936 3 16.650 0.864 0 0 16.364 0.578 16.589 0.064 1936 4 16.600 1.014 0 0 16.292 0.706 16.107 -0.218 1936 5 16.000 0.284 0 0 15.567 -0.148 16.210 -0.245 1936 6 14.450 -0.754 0 0 14.014 -1.190 15.439 -0.504 1936 7 14.050 -0.976 0 0 13.733 -1.293 15.410 -0.354 1936 8 13.750 -1.493 0 0 13.504 -1.738 15.609 -0.373 1936 9 15.050 -0.661 0 0 14.816 -0.896 16.036 -0.414 1936 10 16.250 0.495 0 0 16.060 0.304 16.223 -0.271 1936 11 16.550 0.589 0 0 16.367 0.406 16.754 0.054 1936 12 17.400 1.570 0 0 17.082 1.252 16.730 0.162 1937 1 17.600 1.890 0 0 17.141 1.431 16.719 0.270 1937 2 17.450 1.687 0 0 17.037 1.274 16.894 0.392 1937 3 17.150 1.364 0 0 16.864 1.078 16.985 0.460 1937 4 16.900 1.314 0 0 16.592 1.006 16.604 0.279 1937 5 16.200 0.484 0 0 15.767 0.052 16.235 -0.219 1937 6 15.200 -0.004 0 0 14.764 -0.440 15.367 -0.575 1937 7 14.500 -0.526 0 0 14.183 -0.843 15.185 -0.579 1937 8 14.650 -0.593 0 0 14.404 -0.838 16.031 0.049 1937 9 14.800 -0.911 0 0 14.566 -1.146 16.137 -0.313 1937 10 15.750 -0.005 0 0 15.560 -0.196 16.682 0.188 1937 11 16.250 0.289 0 0 16.067 0.106 16.156 -0.544 1937 12 16.000 0.170 0 4 16.468 0.638 16.687 0.119 1938 1 15.800 0.090 0 0 16.475 0.765 16.653 0.204 1938 2 16.750 0.987 0 0 17.358 1.595 17.154 0.652 1938 3 15.600 -0.186 0 0 16.021 0.235 16.603 0.078 1938 4 15.300 -0.286 0 0 15.754 0.168 16.224 -0.101 1938 5 14.150 -1.566 0 0 14.787 -0.928 15.890 -0.565 1938 6 13.450 -1.754 0 0 14.093 -1.111 15.409 -0.533 1938 7 14.000 -1.026 0 0 14.467 -0.559 14.862 -0.902 1938 8 14.150 -1.093 0 0 14.511 -0.731 14.995 -0.987 1938 9 14.000 -1.711 0 0 14.345 -1.367 15.856 -0.595 1938 10 15.650 -0.105 0 0 15.930 0.175 16.194 -0.300 1938 11 15.350 -0.611 0 0 15.620 -0.342 16.595 -0.105 1938 12 15.850 0.020 0 0 16.318 0.488 16.375 -0.193 1939 1 15.900 0.190 0 0 16.575 0.865 16.455 0.006 1939 2 16.300 0.537 0 0 16.908 1.145 16.757 0.255 1939 3 16.850 1.064 0 0 17.271 1.485 17.076 0.551 1939 4 15.750 0.164 0 0 16.204 0.618 16.423 0.098 1939 5 14.750 -0.966 0 0 15.387 -0.328 16.376 -0.079 1939 6 13.600 -1.604 0 0 14.243 -0.961 15.766 -0.177 1939 7 14.050 -0.976 0 0 14.517 -0.509 15.857 0.092 1939 8 14.850 -0.393 0 0 15.211 -0.031 16.203 0.221 1939 9 NaN NaN NaN NaN NaN NaN 16.245 -0.206 1939 10 16.100 0.345 0 0 16.380 0.625 16.400 -0.094 1939 11 17.550 1.589 0 0 17.820 1.858 17.343 0.643 1939 12 17.200 1.370 0 0 17.668 1.838 17.017 0.449 1940 1 16.250 0.540 0 0 16.925 1.215 16.569 0.120 1940 2 15.100 -0.663 0 0 15.708 -0.055 16.439 -0.063 1940 3 16.600 0.814 0 0 17.021 1.235 17.234 0.709 1940 4 16.150 0.564 0 0 16.604 1.018 16.774 0.449 1940 5 15.200 -0.516 0 0 15.837 0.122 16.806 0.351 1940 6 14.550 -0.654 0 0 15.193 -0.011 16.167 0.225 1940 7 14.200 -0.826 0 0 14.667 -0.359 15.972 0.207 1940 8 14.400 -0.843 0 0 14.761 -0.481 16.089 0.107 1940 9 15.650 -0.061 0 0 15.995 0.283 16.855 0.404 1940 10 17.200 1.445 0 0 17.480 1.725 16.966 0.472 1940 11 15.750 -0.211 0 0 16.020 0.058 16.766 0.066 1940 12 17.150 1.320 0 0 17.618 1.788 17.549 0.980 1941 1 15.550 -0.160 0 0 16.225 0.515 16.868 0.419 1941 2 16.300 0.537 0 0 16.908 1.145 17.518 1.016 1941 3 15.600 -0.186 0 0 16.021 0.235 17.286 0.761 1941 4 16.500 0.914 0 0 16.954 1.368 17.203 0.878 1941 5 16.100 0.384 0 0 16.737 1.022 17.297 0.842 1941 6 14.100 -1.104 0 0 14.743 -0.461 16.405 0.463 1941 7 13.800 -1.226 0 0 14.267 -0.759 16.239 0.475 1941 8 13.600 -1.643 0 0 13.961 -1.281 16.352 0.371 1941 9 13.800 -1.911 0 0 14.145 -1.567 16.674 0.224 1941 10 16.100 0.345 0 0 16.380 0.625 17.561 1.066 1941 11 15.700 -0.261 0 0 15.970 0.008 17.258 0.558 1941 12 16.050 0.220 0 0 16.518 0.688 17.369 0.800 1942 1 15.400 -0.310 0 0 16.075 0.365 17.124 0.675 1942 2 16.000 0.237 0 0 16.608 0.845 17.358 0.856 1942 3 15.800 0.014 0 0 16.221 0.435 17.073 0.548 1942 4 15.500 -0.086 0 0 15.954 0.368 16.802 0.477 1942 5 15.550 -0.166 0 0 16.187 0.472 16.795 0.341 1942 6 14.350 -0.854 0 0 14.993 -0.211 16.187 0.244 1942 7 12.800 -2.226 0 0 13.267 -1.759 15.495 -0.270 1942 8 13.950 -1.293 0 0 14.311 -0.931 15.787 -0.195 1942 9 14.150 -1.561 0 0 14.495 -1.217 16.345 -0.105 1942 10 16.100 0.345 0 0 16.380 0.625 16.835 0.341 1942 11 16.450 0.489 0 0 16.720 0.758 16.942 0.242 1942 12 15.800 -0.030 0 0 16.268 0.438 16.659 0.090 1943 1 16.350 0.640 0 0 17.025 1.315 16.797 0.348 1943 2 16.100 0.337 0 0 16.708 0.945 16.623 0.121 1943 3 15.800 0.014 0 0 16.221 0.435 16.065 -0.460 1943 4 14.900 -0.686 0 0 15.354 -0.232 15.729 -0.596 1943 5 15.450 -0.266 0 0 16.087 0.372 16.614 0.159 1943 6 13.750 -1.454 0 0 14.393 -0.811 15.475 -0.468 1943 7 13.600 -1.426 0 0 14.067 -0.959 15.394 -0.371 1943 8 13.200 -2.043 0 0 13.561 -1.681 15.502 -0.479 1943 9 14.550 -1.161 0 0 14.895 -0.817 16.469 0.019 1943 10 16.300 0.545 0 0 16.580 0.825 16.708 0.213 1943 11 15.850 -0.111 0 0 16.120 0.158 16.726 0.026 1943 12 15.700 -0.130 0 0 16.168 0.338 16.774 0.206 1944 1 NaN NaN NaN NaN NaN NaN 16.489 0.040 1944 2 NaN NaN NaN NaN NaN NaN 16.793 0.291 1944 3 NaN NaN NaN NaN NaN NaN 16.756 0.230 1944 4 NaN NaN NaN NaN NaN NaN 16.605 0.280 1944 5 NaN NaN NaN NaN NaN NaN 16.374 -0.081 1944 6 NaN NaN NaN NaN NaN NaN 15.874 -0.069 1944 7 NaN NaN NaN NaN NaN NaN 15.864 0.100 1944 8 NaN NaN NaN NaN NaN NaN 15.927 -0.055 1944 9 NaN NaN NaN NaN NaN NaN 16.047 -0.403 1944 10 NaN NaN NaN NaN NaN NaN 16.475 -0.019 1944 11 NaN NaN NaN NaN NaN NaN 16.893 0.193 1944 12 NaN NaN NaN NaN NaN NaN 16.598 0.030