% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 13219 % Primary Name: BABAHOYO UTB % Record Type: TAVG % Country: Ecuador % Latitude: -1.78333 +/- 0.00833 % Longitude: -79.53333 +/- 0.00833 % Elevation (m): 61.72 +/- 22.29 % # of Months: 120 % % IDs: wmo - 84190 % wwr - 84190 % % Sources: World Weather Records % % Site Hash: 23ce913f1a95f2609be77425f81a8e31 % Raw Data Hash: 32703f541a72cf9a4545c84f58da02ff % Adj Data Hash: 808da8a816af68bd8d98304a2423c385 % % 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 1990 1 NaN NaN NaN NaN NaN NaN 22.758 0.681 1990 2 NaN NaN NaN NaN NaN NaN 22.753 0.416 1990 3 NaN NaN NaN NaN NaN NaN 23.103 0.483 1990 4 NaN NaN NaN NaN NaN NaN 22.909 0.404 1990 5 NaN NaN NaN NaN NaN NaN 22.348 0.208 1990 6 NaN NaN NaN NaN NaN NaN 21.514 0.544 1990 7 NaN NaN NaN NaN NaN NaN 20.401 0.213 1990 8 NaN NaN NaN NaN NaN NaN 20.113 -0.046 1990 9 NaN NaN NaN NaN NaN NaN 20.877 0.370 1990 10 NaN NaN NaN NaN NaN NaN 20.983 0.401 1990 11 NaN NaN NaN NaN NaN NaN 21.764 0.626 1990 12 NaN NaN NaN NaN NaN NaN 22.295 0.563 1991 1 26.300 0.429 0 0 26.453 0.581 22.495 0.418 1991 2 26.300 0.168 0 0 26.431 0.299 22.711 0.374 1991 3 27.100 0.686 0 0 27.345 0.931 23.347 0.727 1991 4 27.800 1.500 0 0 28.122 1.823 23.109 0.604 1991 5 27.400 1.466 0 0 27.615 1.681 23.067 0.928 1991 6 25.300 0.536 0 0 25.349 0.585 21.882 0.912 1991 7 23.900 -0.081 0 0 23.880 -0.102 20.464 0.276 1991 8 23.800 -0.153 0 0 23.760 -0.193 19.961 -0.199 1991 9 23.800 -0.502 0 0 23.728 -0.574 20.457 -0.051 1991 10 24.900 0.523 0 0 24.873 0.496 20.883 0.300 1991 11 25.700 0.769 0 0 25.821 0.889 21.785 0.648 1991 12 26.200 0.674 0 0 26.406 0.880 22.631 0.899 1992 1 26.200 0.329 0 0 26.353 0.481 22.975 0.898 1992 2 26.500 0.368 0 0 26.631 0.499 23.026 0.688 1992 3 27.200 0.786 0 0 27.445 1.031 23.527 0.907 1992 4 27.400 1.100 0 0 27.722 1.423 23.493 0.988 1992 5 27.000 1.066 0 0 27.215 1.281 23.297 1.158 1992 6 25.800 1.036 0 0 25.849 1.085 21.916 0.946 1992 7 24.200 0.219 0 0 24.180 0.198 20.290 0.102 1992 8 23.800 -0.153 0 0 23.760 -0.193 20.300 0.141 1992 9 23.800 -0.502 0 0 23.728 -0.574 20.466 -0.041 1992 10 24.400 0.023 0 0 24.373 -0.004 20.750 0.167 1992 11 24.500 -0.431 0 0 24.621 -0.311 21.154 0.017 1992 12 25.400 -0.126 0 0 25.606 0.080 21.922 0.190 1993 1 25.800 -0.071 0 0 25.953 0.081 22.335 0.258 1993 2 25.900 -0.232 0 0 26.031 -0.101 22.311 -0.026 1993 3 27.000 0.586 0 0 27.245 0.831 22.863 0.243 1993 4 27.300 1.000 0 0 27.622 1.323 23.142 0.637 1993 5 26.900 0.966 0 0 27.115 1.181 22.918 0.778 1993 6 25.500 0.736 0 0 25.549 0.785 21.839 0.869 1993 7 24.800 0.819 0 0 24.780 0.798 20.947 0.760 1993 8 24.000 0.047 0 0 23.960 0.007 20.565 0.406 1993 9 24.500 0.198 0 0 24.428 0.126 20.964 0.457 1993 10 24.700 0.323 0 0 24.673 0.296 20.973 0.390 1993 11 25.000 0.069 0 0 25.121 0.189 21.278 0.140 1993 12 26.100 0.574 0 0 26.306 0.780 22.194 0.462 1994 1 25.800 -0.071 0 0 25.953 0.081 22.030 -0.047 1994 2 26.200 0.068 0 0 26.331 0.199 22.402 0.064 1994 3 26.100 -0.314 0 0 26.345 -0.069 22.738 0.118 1994 4 26.300 0.000 0 0 26.622 0.323 22.502 -0.003 1994 5 26.000 0.066 0 0 26.215 0.281 22.410 0.270 1994 6 24.300 -0.464 0 0 24.349 -0.415 20.888 -0.081 1994 7 23.200 -0.781 0 0 23.180 -0.802 19.703 -0.484 1994 8 22.800 -1.153 0 0 22.760 -1.193 19.346 -0.813 1994 9 24.100 -0.202 0 0 24.028 -0.274 20.443 -0.064 1994 10 25.000 0.623 0 0 24.973 0.596 21.142 0.559 1994 11 24.900 -0.031 0 0 25.021 0.089 21.351 0.214 1994 12 26.200 0.674 0 0 26.406 0.880 22.444 0.713 1995 1 26.300 0.429 0 0 26.453 0.581 22.708 0.631 1995 2 26.500 0.368 0 0 26.631 0.499 22.919 0.582 1995 3 27.100 0.686 0 0 27.345 0.931 23.260 0.640 1995 4 26.800 0.500 0 0 27.122 0.823 23.162 0.657 1995 5 26.300 0.366 0 0 26.515 0.581 22.623 0.483 1995 6 25.600 0.836 0 0 25.649 0.885 21.862 0.892 1995 7 24.500 0.519 0 0 24.480 0.498 20.893 0.706 1995 8 24.500 0.547 0 4 24.534 0.581 20.838 0.679 1995 9 24.800 0.498 0 0 24.862 0.560 21.079 0.571 1995 10 25.000 0.623 0 0 25.023 0.647 21.059 0.477 1995 11 25.200 0.269 0 0 25.096 0.165 21.360 0.223 1995 12 26.300 0.774 0 0 26.123 0.597 21.825 0.094 1996 1 25.800 -0.071 0 0 25.669 -0.202 22.038 -0.039 1996 2 26.300 0.168 0 0 26.187 0.056 22.369 0.032 1996 3 26.800 0.386 0 0 26.589 0.175 22.795 0.174 1996 4 26.600 0.300 0 0 26.323 0.023 22.430 -0.075 1996 5 26.200 0.266 0 0 26.015 0.081 22.184 0.045 1996 6 23.800 -0.964 0 0 23.758 -1.005 20.252 -0.718 1996 7 23.200 -0.781 0 0 23.217 -0.764 19.446 -0.741 1996 8 24.300 0.347 0 0 24.334 0.381 20.075 -0.084 1996 9 24.700 0.398 0 0 24.762 0.460 20.784 0.277 1996 10 24.600 0.223 0 0 24.623 0.247 20.465 -0.117 1996 11 25.200 0.269 0 0 25.096 0.165 21.038 -0.099 1996 12 26.800 1.274 0 0 26.623 1.097 22.232 0.501 1997 1 26.800 0.929 1 0 NaN NaN 21.975 -0.102 1997 2 26.400 0.268 0 0 26.287 0.156 22.684 0.346 1997 3 27.200 0.786 0 0 26.989 0.575 23.262 0.641 1997 4 27.000 0.700 0 0 26.723 0.423 22.835 0.330 1997 5 27.500 1.566 0 0 27.315 1.381 23.346 1.206 1997 6 27.000 2.236 0 0 26.958 2.195 23.017 2.048 1997 7 27.000 3.019 0 0 27.017 3.036 22.619 2.432 1997 8 26.500 2.547 0 0 26.534 2.581 22.450 2.291 1997 9 26.800 2.498 0 0 26.862 2.560 22.969 2.461 1997 10 26.900 2.523 0 0 26.923 2.547 23.078 2.495 1997 11 27.000 2.069 0 0 26.896 1.965 22.975 1.837 1997 12 27.600 2.074 0 0 27.423 1.897 23.530 1.798 1998 1 28.100 2.229 0 0 27.969 2.098 23.771 1.694 1998 2 28.200 2.068 0 0 28.087 1.956 24.044 1.707 1998 3 28.100 1.686 0 0 27.889 1.475 24.122 1.502 1998 4 28.300 2.000 0 0 28.023 1.723 24.127 1.621 1998 5 27.900 1.966 0 0 27.715 1.781 23.739 1.599 1998 6 26.800 2.036 0 0 26.758 1.995 22.512 1.542 1998 7 25.600 1.619 0 0 25.617 1.636 21.434 1.247 1998 8 24.800 0.847 0 0 24.834 0.881 21.257 1.098 1998 9 24.900 0.598 0 0 24.962 0.660 21.526 1.018 1998 10 24.700 0.323 0 0 24.723 0.347 21.175 0.592 1998 11 25.100 0.169 0 0 24.996 0.065 21.571 0.434 1998 12 25.800 0.274 0 0 25.623 0.097 21.938 0.207 1999 1 26.200 0.329 0 0 26.069 0.198 22.386 0.309 1999 2 25.800 -0.332 0 0 25.687 -0.444 22.035 -0.303 1999 3 26.900 0.486 0 0 26.689 0.275 22.852 0.232 1999 4 26.600 0.300 0 0 26.323 0.023 22.278 -0.227 1999 5 26.000 0.066 0 0 25.815 -0.119 21.849 -0.291 1999 6 23.900 -0.864 0 0 23.858 -0.905 20.666 -0.304 1999 7 23.700 -0.281 0 0 23.717 -0.264 19.894 -0.294 1999 8 23.100 -0.853 0 0 23.134 -0.819 19.727 -0.432 1999 9 24.200 -0.102 0 0 24.262 -0.040 20.617 0.110 1999 10 24.800 0.423 0 0 24.823 0.447 20.832 0.249 1999 11 25.200 0.269 0 0 25.096 0.165 21.489 0.352 1999 12 25.100 -0.426 0 0 24.923 -0.603 21.663 -0.069 2000 1 25.600 -0.271 0 0 25.469 -0.402 21.885 -0.192 2000 2 25.700 -0.432 0 0 25.587 -0.544 22.066 -0.271 2000 3 26.500 0.086 0 0 26.289 -0.125 22.349 -0.272 2000 4 26.700 0.400 0 0 26.423 0.123 22.487 -0.018 2000 5 25.400 -0.534 0 0 25.215 -0.719 21.909 -0.231 2000 6 24.100 -0.664 0 0 24.058 -0.705 20.775 -0.195 2000 7 23.000 -0.981 0 0 23.017 -0.964 19.956 -0.232 2000 8 23.300 -0.653 0 0 23.334 -0.619 20.149 -0.010 2000 9 24.000 -0.302 0 0 24.062 -0.240 20.626 0.118 2000 10 24.800 0.423 0 0 24.823 0.447 21.152 0.569 2000 11 25.000 0.069 0 0 24.896 -0.035 21.318 0.181 2000 12 26.200 0.674 0 0 26.023 0.497 22.198 0.466 2001 1 NaN NaN NaN NaN NaN NaN 22.659 0.582 2001 2 NaN NaN NaN NaN NaN NaN 22.874 0.537 2001 3 NaN NaN NaN NaN NaN NaN 23.018 0.398 2001 4 NaN NaN NaN NaN NaN NaN 22.911 0.406 2001 5 NaN NaN NaN NaN NaN NaN 21.865 -0.275 2001 6 NaN NaN NaN NaN NaN NaN 20.336 -0.633 2001 7 NaN NaN NaN NaN NaN NaN 19.989 -0.199 2001 8 NaN NaN NaN NaN NaN NaN 20.182 0.023 2001 9 NaN NaN NaN NaN NaN NaN 20.381 -0.126 2001 10 NaN NaN NaN NaN NaN NaN 20.544 -0.038 2001 11 NaN NaN NaN NaN NaN NaN 21.564 0.427 2001 12 NaN NaN NaN NaN NaN NaN 22.258 0.527