% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 13220 % Primary Name: BABAHOYO % Record Type: TAVG % Country: Ecuador % Latitude: -1.78000 +/- 0.00500 % Longitude: -79.45000 +/- 0.00500 % Elevation (m): 5.00 +/- 0.50 % # of Months: 155 % % IDs: ca - 306000000002 % % Sources: Colonial Archive % % Site Hash: f9bdfc5cf7e4e79dc6504e86bc834d98 % Raw Data Hash: 82593726822a4742a967c5da20e98aab % Adj Data Hash: 7357d4f54d0fbc8507001367e9298257 % % 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 1929 7 NaN NaN NaN NaN NaN NaN 19.485 -0.703 1929 8 NaN NaN NaN NaN NaN NaN 19.406 -0.754 1929 9 NaN NaN NaN NaN NaN NaN 19.722 -0.785 1929 10 NaN NaN NaN NaN NaN NaN 20.196 -0.387 1929 11 NaN NaN NaN NaN NaN NaN 20.806 -0.331 1929 12 NaN NaN NaN NaN NaN NaN 21.437 -0.294 1930 1 NaN NaN NaN NaN NaN NaN 21.813 -0.264 1930 2 NaN NaN NaN NaN NaN NaN 22.088 -0.249 1930 3 NaN NaN NaN NaN NaN NaN 22.478 -0.142 1930 4 NaN NaN NaN NaN NaN NaN 22.104 -0.401 1930 5 NaN NaN NaN NaN NaN NaN 21.574 -0.566 1930 6 NaN NaN NaN NaN NaN NaN 20.395 -0.574 1930 7 24.800 0.149 0 0 24.409 -0.242 19.858 -0.330 1930 8 25.150 0.527 0 0 24.738 0.115 19.952 -0.207 1930 9 25.300 0.329 0 0 24.846 -0.125 20.327 -0.181 1930 10 26.100 1.054 0 0 25.599 0.553 20.850 0.268 1930 11 26.600 0.999 0 0 26.078 0.478 21.379 0.242 1930 12 NaN NaN NaN NaN NaN NaN 21.724 -0.007 1931 1 26.850 0.309 0 0 26.238 -0.303 22.062 -0.015 1931 2 27.450 0.649 0 0 26.924 0.123 22.774 0.436 1931 3 28.400 1.316 0 0 28.111 1.027 23.155 0.534 1931 4 28.600 1.631 0 0 28.486 1.517 23.053 0.548 1931 5 27.300 0.697 0 0 27.142 0.539 22.237 0.098 1931 6 24.900 -0.533 0 0 24.591 -0.842 20.457 -0.512 1931 7 24.800 0.149 0 0 24.409 -0.242 19.549 -0.638 1931 8 24.550 -0.073 0 0 24.138 -0.485 19.499 -0.660 1931 9 24.750 -0.221 0 0 24.296 -0.675 19.922 -0.586 1931 10 25.100 0.054 0 0 24.599 -0.447 20.298 -0.285 1931 11 25.350 -0.251 0 0 24.828 -0.772 20.602 -0.535 1931 12 25.750 -0.445 0 0 25.185 -1.010 21.707 -0.024 1932 1 26.300 -0.241 0 0 25.688 -0.853 21.981 -0.097 1932 2 27.250 0.449 0 0 26.724 -0.077 22.589 0.252 1932 3 27.550 0.466 0 0 27.261 0.177 22.516 -0.104 1932 4 27.950 0.981 0 0 27.836 0.867 22.638 0.133 1932 5 27.400 0.797 0 0 27.242 0.639 22.204 0.064 1932 6 25.900 0.467 0 0 25.591 0.158 20.803 -0.167 1932 7 25.350 0.699 0 0 24.959 0.308 19.814 -0.373 1932 8 24.450 -0.173 0 0 24.038 -0.585 19.749 -0.411 1932 9 25.000 0.029 0 0 24.546 -0.425 20.133 -0.374 1932 10 25.150 0.104 0 0 24.649 -0.397 20.331 -0.251 1932 11 25.350 -0.251 0 0 24.828 -0.772 20.688 -0.449 1932 12 25.900 -0.295 0 0 25.335 -0.860 21.558 -0.173 1933 1 25.600 -0.941 0 0 24.988 -1.553 21.272 -0.805 1933 2 27.050 0.249 0 0 26.524 -0.277 21.825 -0.513 1933 3 27.700 0.616 0 0 27.411 0.327 22.533 -0.088 1933 4 27.300 0.331 0 0 27.186 0.217 22.319 -0.186 1933 5 26.450 -0.153 0 0 26.292 -0.311 21.693 -0.446 1933 6 24.500 -0.933 0 0 24.191 -1.242 19.860 -1.109 1933 7 23.800 -0.851 0 0 23.409 -1.242 19.149 -1.039 1933 8 24.650 0.027 0 0 24.238 -0.385 19.481 -0.679 1933 9 25.000 0.029 0 0 24.546 -0.425 19.920 -0.588 1933 10 24.550 -0.496 0 0 24.049 -0.997 19.333 -1.250 1933 11 24.950 -0.651 0 0 24.428 -1.172 20.285 -0.852 1933 12 26.800 0.605 0 0 26.235 0.040 21.365 -0.367 1934 1 27.000 0.459 0 0 26.388 -0.153 21.620 -0.457 1934 2 26.300 -0.501 0 0 25.774 -1.027 21.918 -0.420 1934 3 27.500 0.416 0 0 27.211 0.127 22.554 -0.066 1934 4 27.700 0.731 0 0 27.586 0.617 22.657 0.151 1934 5 26.550 -0.053 0 0 26.392 -0.211 22.124 -0.015 1934 6 25.050 -0.383 0 0 24.741 -0.692 20.873 -0.096 1934 7 24.600 -0.051 0 0 24.209 -0.442 20.018 -0.169 1934 8 24.250 -0.373 0 0 23.838 -0.785 19.745 -0.414 1934 9 24.850 -0.121 0 0 24.396 -0.575 20.226 -0.281 1934 10 25.000 -0.046 0 0 24.499 -0.547 19.791 -0.792 1934 11 24.100 -1.501 0 4 24.358 -1.242 20.254 -0.884 1934 12 24.450 -1.745 0 0 24.730 -1.465 21.161 -0.571 1935 1 25.200 -1.341 0 0 25.503 -1.037 21.609 -0.468 1935 2 25.600 -1.201 0 0 25.861 -0.940 21.657 -0.681 1935 3 26.600 -0.484 0 0 26.743 -0.340 22.488 -0.133 1935 4 27.250 0.281 0 0 27.306 0.338 22.515 0.009 1935 5 26.150 -0.453 0 0 26.228 -0.375 21.602 -0.538 1935 6 24.300 -1.133 0 0 24.453 -0.980 20.262 -0.708 1935 7 23.550 -1.101 0 0 23.744 -0.907 19.475 -0.712 1935 8 22.800 -1.823 0 0 23.004 -1.619 18.969 -1.190 1935 9 24.050 -0.921 0 0 24.275 -0.696 19.963 -0.545 1935 10 23.700 -1.346 0 0 23.948 -1.098 19.607 -0.976 1935 11 24.300 -1.301 0 0 24.558 -1.042 20.534 -0.603 1935 12 25.400 -0.795 0 0 25.680 -0.515 21.612 -0.120 1936 1 24.850 -1.691 0 0 25.153 -1.387 21.490 -0.587 1936 2 26.950 0.149 0 0 27.211 0.410 22.945 0.607 1936 3 28.150 1.066 0 0 28.293 1.210 22.960 0.339 1936 4 27.350 0.381 0 0 27.406 0.438 22.606 0.101 1936 5 22.950 -3.653 1 0 NaN NaN 21.876 -0.264 1936 6 24.450 -0.983 0 0 24.603 -0.830 19.955 -1.015 1936 7 23.550 -1.101 0 0 23.744 -0.907 19.407 -0.780 1936 8 23.300 -1.323 0 0 23.504 -1.119 19.281 -0.878 1936 9 23.650 -1.321 0 0 23.875 -1.096 19.626 -0.882 1936 10 24.600 -0.446 0 0 24.848 -0.198 20.368 -0.215 1936 11 25.650 0.049 0 0 25.908 0.308 21.252 0.115 1936 12 25.450 -0.745 0 0 25.730 -0.465 21.791 0.059 1937 1 26.300 -0.241 0 0 26.603 0.063 22.531 0.453 1937 2 26.050 -0.751 0 0 26.311 -0.490 22.818 0.480 1937 3 26.650 -0.434 0 0 26.793 -0.290 22.908 0.288 1937 4 27.300 0.331 0 0 27.356 0.388 22.707 0.202 1937 5 25.200 -1.403 0 0 25.278 -1.325 21.577 -0.563 1937 6 24.100 -1.333 0 0 24.253 -1.180 20.216 -0.753 1937 7 24.150 -0.501 0 0 24.344 -0.307 19.681 -0.506 1937 8 24.500 -0.123 0 0 24.704 0.081 20.032 -0.127 1937 9 24.700 -0.271 0 0 24.925 -0.046 20.182 -0.326 1937 10 25.100 0.054 0 0 25.348 0.302 20.326 -0.257 1937 11 24.750 -0.851 0 0 25.008 -0.592 20.313 -0.824 1937 12 26.150 -0.045 0 0 26.430 0.235 21.699 -0.032 1938 1 26.200 -0.341 0 0 26.503 -0.037 22.201 0.124 1938 2 26.250 -0.551 0 0 26.511 -0.290 22.592 0.254 1938 3 26.800 -0.284 0 0 26.943 -0.140 22.665 0.045 1938 4 27.800 0.831 0 0 27.856 0.888 22.633 0.128 1938 5 25.850 -0.753 0 0 25.928 -0.675 21.412 -0.728 1938 6 24.900 -0.533 0 0 25.053 -0.380 20.412 -0.557 1938 7 24.150 -0.501 0 0 24.344 -0.307 19.522 -0.665 1938 8 23.400 -1.223 0 0 23.604 -1.019 19.309 -0.850 1938 9 24.400 -0.571 0 0 24.625 -0.346 19.977 -0.531 1938 10 24.150 -0.896 0 0 24.398 -0.648 19.858 -0.725 1938 11 24.950 -0.651 0 0 25.208 -0.392 20.602 -0.535 1938 12 25.400 -0.795 0 0 25.680 -0.515 21.569 -0.162 1939 1 26.100 -0.441 0 0 26.403 -0.137 21.995 -0.082 1939 2 26.450 -0.351 0 0 26.711 -0.090 22.415 0.077 1939 3 27.100 0.016 0 0 27.243 0.160 22.860 0.240 1939 4 27.500 0.531 0 0 27.556 0.588 22.643 0.138 1939 5 27.000 0.397 0 0 27.078 0.475 22.340 0.201 1939 6 26.100 0.667 0 0 26.253 0.820 21.415 0.446 1939 7 25.300 0.649 0 0 25.494 0.843 20.742 0.555 1939 8 24.900 0.277 0 0 25.104 0.481 20.467 0.308 1939 9 25.150 0.179 0 0 25.375 0.404 20.809 0.302 1939 10 24.700 -0.346 0 0 24.948 -0.098 20.514 -0.069 1939 11 25.650 0.049 0 0 25.908 0.308 21.483 0.346 1939 12 27.000 0.805 0 0 27.280 1.085 22.334 0.603 1940 1 26.150 -0.391 0 0 26.453 -0.087 22.170 0.093 1940 2 26.450 -0.351 0 0 26.711 -0.090 22.495 0.158 1940 3 26.850 -0.234 0 0 26.993 -0.090 23.039 0.419 1940 4 27.250 0.281 0 0 27.306 0.338 22.865 0.360 1940 5 27.050 0.447 0 0 27.128 0.525 22.511 0.371 1940 6 26.200 0.767 0 0 26.353 0.920 21.255 0.285 1940 7 24.900 0.249 0 0 25.094 0.443 20.378 0.191 1940 8 24.900 0.277 0 0 25.104 0.481 20.180 0.021 1940 9 NaN NaN NaN NaN NaN NaN 20.841 0.333 1940 10 NaN NaN NaN NaN NaN NaN 21.131 0.548 1940 11 26.150 0.549 0 0 26.408 0.808 21.576 0.439 1940 12 27.100 0.905 0 0 27.380 1.185 22.844 1.112 1941 1 26.900 0.359 0 0 27.203 0.663 22.724 0.646 1941 2 28.200 1.399 0 0 28.461 1.660 23.478 1.141 1941 3 28.300 1.216 0 0 28.443 1.360 23.416 0.796 1941 4 28.100 1.131 0 0 28.156 1.188 23.537 1.032 1941 5 28.400 1.797 0 0 28.478 1.875 23.245 1.106 1941 6 26.750 1.317 0 0 26.903 1.470 21.710 0.740 1941 7 25.400 0.749 0 0 25.594 0.943 20.626 0.439 1941 8 25.150 0.527 0 0 25.354 0.731 20.445 0.286 1941 9 25.100 0.129 0 0 25.325 0.354 20.452 -0.055 1941 10 26.400 1.354 0 0 26.648 1.602 21.511 0.928 1941 11 26.400 0.799 0 0 26.658 1.058 21.672 0.535 1941 12 26.500 0.305 0 0 26.780 0.585 22.507 0.776 1942 1 26.750 0.209 0 0 27.053 0.513 22.685 0.608 1942 2 26.800 -0.001 0 0 27.061 0.260 23.019 0.682 1942 3 26.250 -0.834 0 0 26.393 -0.690 22.700 0.080 1942 4 NaN NaN NaN NaN NaN NaN 22.561 0.056 1942 5 NaN NaN NaN NaN NaN NaN 22.050 -0.089 1942 6 NaN NaN NaN NaN NaN NaN 20.708 -0.261 1942 7 NaN NaN NaN NaN NaN NaN 19.401 -0.786 1942 8 23.950 -0.673 0 0 24.154 -0.469 19.481 -0.678 1942 9 24.450 -0.521 0 0 24.675 -0.296 20.215 -0.293 1942 10 24.550 -0.496 0 0 24.798 -0.248 20.370 -0.212 1942 11 24.700 -0.901 0 0 24.958 -0.642 20.837 -0.300 1942 12 25.300 -0.895 0 0 25.580 -0.615 21.319 -0.413 1943 1 26.700 0.159 0 0 27.003 0.463 22.817 0.740 1943 2 26.950 0.149 0 0 27.211 0.410 22.766 0.428 1943 3 27.050 -0.034 0 0 27.193 0.110 22.806 0.186 1943 4 26.000 -0.969 0 0 26.056 -0.912 22.370 -0.136 1943 5 26.350 -0.253 0 0 26.428 -0.175 22.440 0.300 1943 6 24.550 -0.883 0 0 24.703 -0.730 20.734 -0.235 1943 7 24.300 -0.351 0 0 24.494 -0.157 20.175 -0.012 1943 8 25.100 0.477 0 0 25.304 0.681 20.293 0.134 1943 9 25.700 0.729 0 0 25.925 0.954 20.930 0.422 1943 10 25.250 0.204 0 0 25.498 0.452 21.116 0.534 1943 11 24.800 -0.801 0 0 25.058 -0.542 21.286 0.149 1943 12 26.400 0.205 0 0 26.680 0.485 22.267 0.535 1944 1 NaN NaN NaN NaN NaN NaN 22.275 0.198 1944 2 NaN NaN NaN NaN NaN NaN 22.831 0.493 1944 3 NaN NaN NaN NaN NaN NaN 23.013 0.393 1944 4 NaN NaN NaN NaN NaN NaN 22.657 0.151 1944 5 NaN NaN NaN NaN NaN NaN 22.077 -0.063 1944 6 NaN NaN NaN NaN NaN NaN 21.131 0.161 1944 7 NaN NaN NaN NaN NaN NaN 20.569 0.382 1944 8 NaN NaN NaN NaN NaN NaN 20.273 0.114 1944 9 NaN NaN NaN NaN NaN NaN 20.401 -0.106 1944 10 NaN NaN NaN NaN NaN NaN 20.407 -0.176 1944 11 NaN NaN NaN NaN NaN NaN 21.025 -0.112 1944 12 NaN NaN NaN NaN NaN NaN 21.645 -0.086