% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 15415 % Primary Name: TUAL % Record Type: TAVG % Country: Indonesia % Latitude: -5.68333 +/- 0.00833 % Longitude: 132.80000 +/- 0.00833 % Elevation (m): 0.16 +/- 10.00 % # of Months: 117 % % IDs: wwr - 96Y33 % % Sources: World Weather Records % % Site Hash: ea6e9171a0cc311300416af439f9f1dc % Raw Data Hash: f0a200858c1ccbee624fb29ed3d5c03f % Adj Data Hash: 54e57093806eecdabf0a5367c0dc9435 % % 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 26.949 -0.208 1990 2 NaN NaN NaN NaN NaN NaN 27.504 0.303 1990 3 NaN NaN NaN NaN NaN NaN 27.998 0.699 1990 4 NaN NaN NaN NaN NaN NaN 28.333 0.928 1990 5 NaN NaN NaN NaN NaN NaN 27.845 0.378 1990 6 NaN NaN NaN NaN NaN NaN 26.917 0.044 1990 7 NaN NaN NaN NaN NaN NaN 26.665 0.435 1990 8 NaN NaN NaN NaN NaN NaN 26.399 -0.010 1990 9 NaN NaN NaN NaN NaN NaN 26.965 -0.120 1990 10 NaN NaN NaN NaN NaN NaN 27.706 0.050 1990 11 NaN NaN NaN NaN NaN NaN 28.740 0.672 1990 12 NaN NaN NaN NaN NaN NaN 27.992 0.545 1991 1 27.200 0.361 0 0 27.200 0.361 27.528 0.371 1991 2 27.300 0.418 0 0 27.300 0.418 27.598 0.398 1991 3 26.900 -0.080 0 0 26.900 -0.080 27.438 0.139 1991 4 26.700 -0.386 0 0 26.700 -0.386 27.187 -0.218 1991 5 27.900 0.752 0 0 27.900 0.752 27.815 0.348 1991 6 27.000 0.446 0 0 27.000 0.446 27.045 0.172 1991 7 25.800 -0.112 0 0 25.800 -0.112 26.013 -0.218 1991 8 NaN NaN NaN NaN NaN NaN 26.340 -0.069 1991 9 26.700 -0.067 0 0 26.700 -0.067 26.984 -0.101 1991 10 27.500 0.163 0 0 27.500 0.163 27.745 0.089 1991 11 NaN NaN NaN NaN NaN NaN 28.583 0.515 1991 12 NaN NaN NaN NaN NaN NaN 27.977 0.530 1992 1 26.800 -0.039 0 0 26.800 -0.039 27.449 0.291 1992 2 27.000 0.118 0 0 27.000 0.118 27.674 0.473 1992 3 26.500 -0.480 0 0 26.500 -0.480 27.382 0.083 1992 4 27.300 0.214 0 0 27.300 0.214 27.671 0.267 1992 5 27.100 -0.048 0 0 27.100 -0.048 27.819 0.352 1992 6 27.000 0.446 0 0 27.000 0.446 27.141 0.268 1992 7 25.800 -0.112 0 0 25.800 -0.112 26.053 -0.178 1992 8 25.900 -0.190 0 0 25.900 -0.190 26.438 0.029 1992 9 26.900 0.133 0 0 26.900 0.133 27.641 0.556 1992 10 27.700 0.363 0 0 27.700 0.363 27.930 0.274 1992 11 28.400 0.651 0 0 28.400 0.651 28.573 0.505 1992 12 26.900 -0.228 0 0 26.900 -0.228 27.482 0.035 1993 1 26.800 -0.039 0 0 26.800 -0.039 27.230 0.072 1993 2 27.200 0.318 0 0 27.200 0.318 27.794 0.594 1993 3 26.300 -0.680 0 0 26.300 -0.680 27.185 -0.114 1993 4 27.000 -0.086 0 0 27.000 -0.086 27.422 0.017 1993 5 27.600 0.452 0 0 27.600 0.452 27.722 0.255 1993 6 26.300 -0.254 0 0 26.300 -0.254 26.709 -0.164 1993 7 26.200 0.288 0 0 26.200 0.288 26.238 0.007 1993 8 26.200 0.110 0 0 26.200 0.110 26.480 0.072 1993 9 26.700 -0.067 0 0 26.700 -0.067 27.142 0.057 1993 10 27.600 0.263 0 0 27.600 0.263 27.785 0.129 1993 11 28.100 0.351 0 0 28.100 0.351 28.457 0.389 1993 12 27.400 0.272 0 0 27.400 0.272 27.638 0.191 1994 1 26.600 -0.239 0 0 26.600 -0.239 27.213 0.055 1994 2 26.800 -0.082 0 0 26.800 -0.082 27.333 0.132 1994 3 26.300 -0.680 0 0 26.300 -0.680 26.991 -0.308 1994 4 27.200 0.114 0 0 27.200 0.114 27.346 -0.059 1994 5 27.100 -0.048 0 0 27.100 -0.048 27.391 -0.076 1994 6 26.500 -0.054 0 0 26.500 -0.054 26.625 -0.249 1994 7 25.900 -0.012 0 0 25.900 -0.012 25.829 -0.402 1994 8 25.800 -0.290 0 0 25.800 -0.290 25.971 -0.438 1994 9 26.400 -0.367 0 0 26.400 -0.367 26.762 -0.323 1994 10 27.600 0.263 0 0 27.600 0.263 27.597 -0.058 1994 11 28.900 1.151 0 0 28.900 1.151 28.697 0.629 1994 12 27.000 -0.128 0 0 27.000 -0.128 27.438 -0.009 1995 1 26.800 -0.039 0 0 26.800 -0.039 27.185 0.027 1995 2 26.800 -0.082 0 0 26.800 -0.082 27.311 0.110 1995 3 27.100 0.120 0 0 27.100 0.120 27.511 0.212 1995 4 27.000 -0.086 0 0 27.000 -0.086 27.507 0.103 1995 5 27.500 0.352 0 0 27.500 0.352 27.876 0.409 1995 6 26.800 0.246 0 0 26.800 0.246 27.176 0.302 1995 7 26.200 0.288 0 0 26.200 0.288 26.297 0.066 1995 8 26.300 0.210 0 0 26.300 0.210 26.654 0.245 1995 9 27.300 0.533 0 0 27.300 0.533 27.663 0.578 1995 10 28.800 1.463 0 0 28.800 1.463 28.461 0.806 1995 11 27.700 -0.049 0 0 27.700 -0.049 28.214 0.147 1995 12 27.100 -0.028 0 0 27.100 -0.028 27.406 -0.041 1996 1 26.800 -0.039 0 0 26.800 -0.039 27.436 0.279 1996 2 27.000 0.118 0 0 27.000 0.118 27.324 0.123 1996 3 27.700 0.720 0 0 27.700 0.720 28.009 0.710 1996 4 27.600 0.514 0 0 27.600 0.514 27.882 0.477 1996 5 27.600 0.452 0 0 27.600 0.452 27.732 0.265 1996 6 27.100 0.546 0 0 27.100 0.546 27.271 0.398 1996 7 26.600 0.688 0 0 26.600 0.688 26.583 0.352 1996 8 27.000 0.910 0 0 27.000 0.910 27.202 0.793 1996 9 27.100 0.333 0 0 27.100 0.333 27.627 0.541 1996 10 27.600 0.263 0 0 27.600 0.263 28.004 0.349 1996 11 27.400 -0.349 0 0 27.400 -0.349 28.015 -0.053 1996 12 27.400 0.272 0 0 27.400 0.272 27.430 -0.017 1997 1 26.900 0.061 0 0 26.900 0.061 27.021 -0.137 1997 2 26.600 -0.282 0 0 26.600 -0.282 27.011 -0.190 1997 3 27.600 0.620 0 0 27.600 0.620 27.828 0.529 1997 4 28.000 0.914 0 0 28.000 0.914 27.927 0.523 1997 5 28.100 0.952 0 0 28.100 0.952 28.064 0.597 1997 6 27.700 1.146 0 0 27.700 1.146 27.505 0.632 1997 7 26.200 0.288 0 0 26.200 0.288 26.277 0.047 1997 8 25.800 -0.290 0 0 25.800 -0.290 26.328 -0.081 1997 9 26.200 -0.567 0 0 26.200 -0.567 26.681 -0.404 1997 10 27.300 -0.037 0 0 27.300 -0.037 27.727 0.071 1997 11 27.700 -0.049 0 0 27.700 -0.049 28.192 0.125 1997 12 27.700 0.572 0 0 27.700 0.572 27.985 0.538 1998 1 28.500 1.661 1 0 NaN NaN 28.264 1.106 1998 2 26.700 -0.182 0 0 26.700 -0.182 27.749 0.549 1998 3 28.100 1.120 0 0 28.100 1.120 28.359 1.060 1998 4 27.700 0.614 0 0 27.700 0.614 27.923 0.519 1998 5 28.100 0.952 0 0 28.100 0.952 28.447 0.980 1998 6 27.400 0.846 0 0 27.400 0.846 27.646 0.773 1998 7 27.200 1.288 0 0 27.200 1.288 27.252 1.021 1998 8 27.100 1.010 0 0 27.100 1.010 27.423 1.014 1998 9 27.700 0.933 0 0 27.700 0.933 28.092 1.007 1998 10 28.100 0.763 0 0 28.100 0.763 28.420 0.765 1998 11 27.700 -0.049 0 0 27.700 -0.049 28.449 0.381 1998 12 27.200 0.072 0 0 27.200 0.072 27.315 -0.132 1999 1 27.300 0.461 0 0 27.300 0.461 27.543 0.386 1999 2 27.300 0.418 0 0 27.300 0.418 27.464 0.263 1999 3 27.000 0.020 0 0 27.000 0.020 27.328 0.029 1999 4 26.800 -0.286 0 0 26.800 -0.286 27.330 -0.074 1999 5 27.200 0.052 0 0 27.200 0.052 27.481 0.014 1999 6 27.000 0.446 0 0 27.000 0.446 27.011 0.138 1999 7 26.400 0.488 0 0 26.400 0.488 26.357 0.126 1999 8 26.400 0.310 0 0 26.400 0.310 26.765 0.356 1999 9 27.400 0.633 0 0 27.400 0.633 27.389 0.304 1999 10 27.600 0.263 0 0 27.600 0.263 27.889 0.233 1999 11 27.300 -0.449 0 0 27.300 -0.449 28.191 0.123 1999 12 27.100 -0.028 0 0 27.100 -0.028 27.401 -0.046 2000 1 26.900 0.061 0 0 26.900 0.061 27.154 -0.004 2000 2 27.100 0.218 0 0 27.100 0.218 27.207 0.007 2000 3 26.800 -0.180 0 0 26.800 -0.180 27.193 -0.106 2000 4 26.500 -0.586 0 0 26.500 -0.586 27.164 -0.240 2000 5 27.000 -0.148 0 0 27.000 -0.148 27.377 -0.090 2000 6 26.200 -0.354 0 0 26.200 -0.354 26.413 -0.460 2000 7 26.200 0.288 0 0 26.200 0.288 26.146 -0.084 2000 8 26.300 0.210 0 0 26.300 0.210 26.576 0.167 2000 9 27.700 0.933 0 0 27.700 0.933 27.807 0.722 2000 10 27.200 -0.137 0 0 27.200 -0.137 27.523 -0.133 2000 11 27.600 -0.149 0 0 27.600 -0.149 28.348 0.281 2000 12 28.000 0.872 0 0 28.000 0.872 28.131 0.684 2001 1 NaN NaN NaN NaN NaN NaN 27.193 0.036 2001 2 NaN NaN NaN NaN NaN NaN 27.751 0.551 2001 3 NaN NaN NaN NaN NaN NaN 27.410 0.111 2001 4 NaN NaN NaN NaN NaN NaN 27.508 0.104 2001 5 NaN NaN NaN NaN NaN NaN 27.462 -0.005 2001 6 NaN NaN NaN NaN NaN NaN 27.026 0.152 2001 7 NaN NaN NaN NaN NaN NaN 26.500 0.270 2001 8 NaN NaN NaN NaN NaN NaN 26.269 -0.139 2001 9 NaN NaN NaN NaN NaN NaN 27.415 0.329 2001 10 NaN NaN NaN NaN NaN NaN 28.439 0.783 2001 11 NaN NaN NaN NaN NaN NaN 28.726 0.658 2001 12 NaN NaN NaN NaN NaN NaN 27.442 -0.005