% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 15400 % Primary Name: HALIM PERDANA KUSUMA % Record Type: TAVG % Country: Indonesia % Latitude: -6.26667 +/- 0.00833 % Longitude: 106.88333 +/- 0.00833 % Elevation (m): 22.28 +/- 15.16 % # of Months: 120 % % IDs: wwr - 96J06 % % Sources: World Weather Records % % Site Hash: bdd3e07db3c357cadb555591ff75dff2 % Raw Data Hash: 0a4aa7f178974aa0a466ec58409e5f91 % Adj Data Hash: 58dda821979dcc6c4c4b8d4d0e7faf64 % % 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 26.111 -0.154 1990 2 NaN NaN NaN NaN NaN NaN 27.125 0.557 1990 3 NaN NaN NaN NaN NaN NaN 27.047 -0.026 1990 4 NaN NaN NaN NaN NaN NaN 27.913 0.579 1990 5 NaN NaN NaN NaN NaN NaN 27.910 0.417 1990 6 NaN NaN NaN NaN NaN NaN 27.268 0.316 1990 7 NaN NaN NaN NaN NaN NaN 26.651 0.148 1990 8 NaN NaN NaN NaN NaN NaN 26.751 0.259 1990 9 NaN NaN NaN NaN NaN NaN 27.009 0.426 1990 10 NaN NaN NaN NaN NaN NaN 27.031 0.460 1990 11 NaN NaN NaN NaN NaN NaN 27.292 0.573 1990 12 NaN NaN NaN NaN NaN NaN 26.419 -0.040 1991 1 26.400 0.314 0 0 26.400 0.314 26.569 0.304 1991 2 26.200 -0.189 0 0 26.200 -0.189 26.654 0.086 1991 3 26.700 -0.193 0 0 26.700 -0.193 27.294 0.221 1991 4 26.700 -0.455 0 0 26.700 -0.455 27.519 0.184 1991 5 27.400 0.086 0 0 27.400 0.086 27.885 0.392 1991 6 27.200 0.427 0 0 27.200 0.427 27.531 0.579 1991 7 26.600 0.276 0 0 26.600 0.276 26.955 0.452 1991 8 26.700 0.387 0 0 26.700 0.387 26.796 0.304 1991 9 27.200 0.796 0 0 27.200 0.796 26.903 0.321 1991 10 28.200 1.808 0 0 28.200 1.808 27.259 0.688 1991 11 26.400 -0.140 0 0 26.400 -0.140 26.663 -0.057 1991 12 26.600 0.320 0 0 26.600 0.320 26.561 0.102 1992 1 26.000 -0.086 0 0 26.000 -0.086 26.631 0.366 1992 2 26.100 -0.289 0 0 26.100 -0.289 26.994 0.426 1992 3 27.100 0.207 0 0 27.100 0.207 27.674 0.602 1992 4 26.900 -0.255 0 0 26.900 -0.255 27.668 0.333 1992 5 27.200 -0.114 0 0 27.200 -0.114 28.022 0.530 1992 6 27.100 0.327 0 0 27.100 0.327 27.497 0.545 1992 7 26.200 -0.124 0 0 26.200 -0.124 26.734 0.231 1992 8 26.400 0.087 0 0 26.400 0.087 26.610 0.117 1992 9 26.900 0.496 0 0 26.900 0.496 26.481 -0.101 1992 10 26.600 0.208 0 0 26.600 0.208 26.236 -0.335 1992 11 26.400 -0.140 0 0 26.400 -0.140 26.566 -0.154 1992 12 26.400 0.120 0 0 26.400 0.120 26.481 0.022 1993 1 26.000 -0.086 0 0 26.000 -0.086 26.517 0.251 1993 2 26.000 -0.389 0 0 26.000 -0.389 26.674 0.107 1993 3 26.300 -0.593 0 0 26.300 -0.593 27.156 0.084 1993 4 26.500 -0.655 0 0 26.500 -0.655 27.255 -0.079 1993 5 27.300 -0.014 0 0 27.300 -0.014 27.882 0.389 1993 6 26.900 0.127 0 0 26.900 0.127 27.424 0.472 1993 7 26.700 0.376 0 0 26.700 0.376 27.067 0.564 1993 8 26.800 0.487 0 0 26.800 0.487 26.947 0.455 1993 9 27.100 0.696 0 0 27.100 0.696 26.722 0.139 1993 10 27.700 1.308 0 0 27.700 1.308 27.071 0.500 1993 11 27.200 0.660 0 0 27.200 0.660 26.980 0.260 1993 12 26.300 0.020 0 0 26.300 0.020 26.909 0.450 1994 1 25.800 -0.286 0 0 25.800 -0.286 26.397 0.132 1994 2 26.300 -0.089 0 0 26.300 -0.089 26.939 0.372 1994 3 26.400 -0.493 0 0 26.400 -0.493 27.035 -0.037 1994 4 26.800 -0.355 0 0 26.800 -0.355 27.468 0.133 1994 5 26.800 -0.514 0 0 26.800 -0.514 27.622 0.130 1994 6 26.900 0.127 0 0 26.900 0.127 27.329 0.377 1994 7 26.100 -0.224 0 0 26.100 -0.224 26.558 0.054 1994 8 26.300 -0.013 0 0 26.300 -0.013 26.746 0.253 1994 9 27.100 0.696 0 0 27.100 0.696 26.989 0.406 1994 10 28.200 1.808 0 0 28.200 1.808 27.457 0.886 1994 11 28.000 1.460 0 0 28.000 1.460 27.798 1.078 1994 12 26.800 0.520 0 0 26.800 0.520 27.192 0.733 1995 1 26.600 0.514 0 0 26.600 0.514 26.764 0.499 1995 2 26.700 0.311 0 0 26.700 0.311 26.982 0.415 1995 3 26.400 -0.493 0 0 26.400 -0.493 27.233 0.161 1995 4 27.900 0.745 0 0 27.900 0.745 27.827 0.492 1995 5 28.400 1.086 1 0 NaN NaN 28.095 0.602 1995 6 27.200 0.427 0 0 27.200 0.427 27.541 0.588 1995 7 26.800 0.476 0 0 26.800 0.476 26.876 0.373 1995 8 27.300 0.987 0 0 27.300 0.987 26.975 0.483 1995 9 27.400 0.996 0 0 27.400 0.996 26.961 0.378 1995 10 27.500 1.108 0 0 27.500 1.108 26.876 0.305 1995 11 27.000 0.460 0 0 27.000 0.460 26.780 0.061 1995 12 27.100 0.820 0 0 27.100 0.820 26.858 0.399 1996 1 26.200 0.114 0 0 26.200 0.114 26.213 -0.052 1996 2 26.300 -0.089 0 0 26.300 -0.089 26.680 0.112 1996 3 26.800 -0.093 0 0 26.800 -0.093 27.563 0.490 1996 4 25.500 -1.655 0 0 25.500 -1.655 27.692 0.358 1996 5 27.600 0.286 0 0 27.600 0.286 28.223 0.730 1996 6 27.400 0.627 0 0 27.400 0.627 27.562 0.610 1996 7 27.100 0.776 0 0 27.100 0.776 27.344 0.841 1996 8 27.000 0.687 0 0 27.000 0.687 26.872 0.380 1996 9 27.600 1.196 0 0 27.600 1.196 27.015 0.433 1996 10 27.000 0.608 0 0 27.000 0.608 26.480 -0.092 1996 11 26.900 0.360 0 0 26.900 0.360 26.778 0.059 1996 12 26.400 0.120 0 0 26.400 0.120 26.400 -0.058 1997 1 26.200 0.114 0 0 26.200 0.114 26.274 0.008 1997 2 26.700 0.311 0 0 26.700 0.311 26.987 0.419 1997 3 27.200 0.307 0 0 27.200 0.307 27.760 0.687 1997 4 26.800 -0.355 0 0 26.800 -0.355 27.418 0.084 1997 5 27.500 0.186 0 0 27.500 0.186 28.030 0.538 1997 6 27.200 0.427 0 0 27.200 0.427 27.554 0.602 1997 7 26.600 0.276 0 0 26.600 0.276 26.840 0.337 1997 8 26.800 0.487 0 0 26.800 0.487 26.928 0.435 1997 9 29.200 2.796 1 0 NaN NaN 27.152 0.569 1997 10 28.700 2.308 0 0 28.700 2.308 27.747 1.176 1997 11 28.500 1.960 0 0 28.500 1.960 27.906 1.186 1997 12 27.700 1.420 0 0 27.700 1.420 27.759 1.300 1998 1 27.900 1.814 0 0 27.900 1.814 27.936 1.670 1998 2 27.100 0.711 0 0 27.100 0.711 27.845 1.277 1998 3 27.500 0.607 0 0 27.500 0.607 28.209 1.137 1998 4 27.900 0.745 0 0 27.900 0.745 28.316 0.982 1998 5 28.400 1.086 1 0 NaN NaN 28.829 1.336 1998 6 27.200 0.427 0 0 27.200 0.427 27.643 0.690 1998 7 26.800 0.476 0 0 26.800 0.476 27.038 0.535 1998 8 27.300 0.987 0 0 27.300 0.987 27.026 0.534 1998 9 27.900 1.496 0 0 27.900 1.496 27.177 0.594 1998 10 27.100 0.708 0 0 27.100 0.708 26.760 0.189 1998 11 27.700 1.160 0 0 27.700 1.160 27.114 0.395 1998 12 27.700 1.420 0 0 27.700 1.420 27.031 0.572 1999 1 26.400 0.314 0 0 26.400 0.314 26.411 0.146 1999 2 26.200 -0.189 0 0 26.200 -0.189 26.820 0.252 1999 3 27.100 0.207 0 0 27.100 0.207 27.684 0.611 1999 4 27.700 0.545 0 0 27.700 0.545 28.092 0.758 1999 5 26.900 -0.414 0 0 26.900 -0.414 27.562 0.070 1999 6 26.800 0.027 0 0 26.800 0.027 27.274 0.322 1999 7 26.500 0.176 0 0 26.500 0.176 26.529 0.026 1999 8 26.800 0.487 0 0 26.800 0.487 26.544 0.052 1999 9 27.600 1.196 0 0 27.600 1.196 27.095 0.512 1999 10 27.100 0.708 0 0 27.100 0.708 26.524 -0.047 1999 11 27.100 0.560 0 0 27.100 0.560 26.865 0.145 1999 12 26.600 0.320 0 0 26.600 0.320 26.596 0.138 2000 1 26.100 0.014 0 0 26.100 0.014 26.508 0.242 2000 2 26.300 -0.089 0 0 26.300 -0.089 26.968 0.400 2000 3 27.300 0.407 0 0 27.300 0.407 27.632 0.560 2000 4 27.000 -0.155 0 0 27.000 -0.155 27.723 0.388 2000 5 27.300 -0.014 0 0 27.300 -0.014 28.127 0.634 2000 6 26.700 -0.073 0 0 26.700 -0.073 27.018 0.065 2000 7 26.800 0.476 0 0 26.800 0.476 26.974 0.471 2000 8 26.700 0.387 0 0 26.700 0.387 26.595 0.103 2000 9 27.900 1.496 0 0 27.900 1.496 27.348 0.765 2000 10 27.800 1.408 0 0 27.800 1.408 27.044 0.473 2000 11 27.100 0.560 0 0 27.100 0.560 26.950 0.231 2000 12 28.000 1.720 0 0 28.000 1.720 27.360 0.901 2001 1 NaN NaN NaN NaN NaN NaN 26.634 0.369 2001 2 NaN NaN NaN NaN NaN NaN 26.570 0.002 2001 3 NaN NaN NaN NaN NaN NaN 27.369 0.297 2001 4 NaN NaN NaN NaN NaN NaN 27.477 0.143 2001 5 NaN NaN NaN NaN NaN NaN 28.112 0.619 2001 6 NaN NaN NaN NaN NaN NaN 27.051 0.099 2001 7 NaN NaN NaN NaN NaN NaN 27.002 0.499 2001 8 NaN NaN NaN NaN NaN NaN 27.123 0.630 2001 9 NaN NaN NaN NaN NaN NaN 26.991 0.409 2001 10 NaN NaN NaN NaN NaN NaN 26.749 0.178 2001 11 NaN NaN NaN NaN NaN NaN 26.859 0.139 2001 12 NaN NaN NaN NaN NaN NaN 27.001 0.542