Metrication influence on Australian temperature trends
This question was addressed in Techniques involved in developing the Australian Climate Observations Reference Network - Surface Air Temperatures (ACORN-SAT) dataset (p70) published in 2012 by the Australian Bureau of Meteorology and the CSIRO. Three dataset comparisons were tested using sea surface temperatures, upper air observations at ACORN-SAT locations with mean 850 hPa temperatures, and minima and maxima at locations with temperatures at 1500 and 1600 respectively.
The decision not to adjust ACORN-SAT for a suspected artificial 0.1C mean temperature increase was essentially based on the premise that major La Nina events, with record rainfall and cloud cover, may have caused a natural warming variation during the early 1970s. Metrication on 1 September 1972 resulted in equipment changes at all weather stations and a significant reduction in the proportion of station observers who frequently recorded Fahrenheit thermometer readings as whole numbers without a fraction (e.g. 84 instead of 84.4, 95 instead of 94.7, 73 instead of 73.7). The implications of pre-metric temperature rounding are referenced in A historical annual temperature dataset for Australia (Torok and Nicholls, BoM Research Centre, Melbourne, 1996):
Australian averaged annual rainfall - long-term average 457.7mm 1968-71 - 453.5mm 1962-71 - 430.0mm 1910-26 - 444.9mm Record rainfall and cloud cover would normally be expected to result in a warming of overnight minima as heat is trapped by clouds, preventing its release into the upper atmosphere and space. Conversely, record rainfall and cloud cover would normally be expected to result in a cooling of daytime maxima as clouds increase the albedo reflection of sunlight and the evaporation of moisture dissipates the energy of heat. Heavy rainfall and abundant clouds would not normally be expected to increase mean temperatures. Questions should be asked of the assumption that wet weather, rather than an artificial influence, caused the 1972 temperature increase.
It is incongruous for record rainfall and cloud cover to result in minima increasing but maxima not decreasing. This analysis tests unadjusted raw temperatures at 110 stations in the ACORN-SAT dataset, including their relationship to annual rounding proportions, to determine whether it is appropriate to attribute the 0.1C mean warming in 1972 to natural rather than artificial causes. The ACORN-SAT stations Learmonth and Rabbit Flat are excluded because they opened in 1970 and 1976, invalidating their inclusion to a comparison of 1968-71 and 1973-76 averaged temperatures. Daily raw minimum and maximum temperature data were downloaded from the Bureau of Meteorology's Climate Data Online website and converted from Celsius to Fahrenheit, a script calculating annual and monthly temperature averages (monthly with minimum 15 days of recordings), as well as annual percentage proportions of temperature rounding based on a .91><.09 formula to determine if any day's reading was a rounded Fahrenheit number (see benchmark accuracy). Minima should rise due to increased rainfall cloud cover. Key points:
The minimum temperature trends charted above might be misleading as there were 58 stations open in 1910 and the remaining 54 were progressively added to ACORN-SAT over the decades before all 112 were operating by the mid 1970s.
The bureau excludes eight of the 112 stations from estimated national temperature trends because they are artificially warmed by urban heat (Sydney, Melbourne, Adelaide, Hobart, Townsville, Rockhampton, Richmond NSW, Laverton).
In addition to the bureau's exclusion of eight urban-warmed locations, the figures and chart below also exclude Learmonth and Rabbit Flat to allow a more precise estimation of pre and post 1972 metrication temperatures.
Maxima should decrease due to increased rainfall cloud cover. Key points:
The maximum temperature trends charted above might be misleading as there were 58 stations open in 1910 and the remaining 54 were progressively added to ACORN-SAT over the decades before all 112 were operating by the mid 1970s.
The bureau excludes eight of the 112 stations from estimated national temperature trends because they are artificially warmed by urban heat (Sydney, Melbourne, Adelaide, Hobart, Townsville, Rockhampton, Richmond NSW, Laverton).
In addition to the bureau's exclusion of eight urban-warmed locations, the figures and chart below also exclude Learmonth and Rabbit Flat to allow a more precise estimation of pre and post 1972 metrication temperatures.
Average national raw maxima were static from 1968-1971 to 1973-76 among 110 ACORN stations but an increase is masked by the record cloud cover and rainfall that cooled daytime temperature readings in the early 1970s. The averaged 0.32C increase in national average minima from 1968-71 to 1973-76 was partly caused by nighttime cloud cover trapping heat, but the increase is substantial. As an example of a similar record rainfall period, 2005-08 rainfall averaged 467.7mm annually and in 2009-12 averaged 587.7mm, but average annual minima decreased from 13.52C to 13.49C between those four year periods (and maxima cooled from 25.73C to 25.50C). During a strong La Nina period that increased nighttime minima by 0.32C averaged across Australia, the static daytime maxima suggests an artificial rather than natural influence on temperature recordings. The Pacific ENSO shift said to have caused a global temperature increase didn't start until early 1977 (source). The immediate and significant decline in temperature rounding after 1972 metrication may be indicative of a majority of regional weather station observers previously choosing to evenly round or in some cases truncate down the temperature scale they could see on their Fahrenheit thermometers. An example of truncation might be an early morning farmer (some with poor eyesight, others rushing to herd their dairy cattle) who sees a temperature reading considerably above 67F but decides to record 67F because it seems more accurate and honest than writing 68F, creating a pre-metric cooling bias. The proportion of observers who regularly truncated their Fahrenheit temperature recordings is unknown but anything above 50% immediately creates a bias. This analysis demonstrates that temperature rounding was widespread at 69.9% for minima and 67.4% for maxima when averaged at all 112 ACORN stations from 1910 to 1971, and was sufficiently common to produce a major discontinuity. From 1968-71 to 1973-76 at 110 stations, there was a mean temperature increase (0.00 + 0.32 / 2) of 0.16C, which is higher than the bureau’s estimate of a mean rise of 0.1C and represents 16% of the claimed 1.0C increase in ACORN-SAT mean temperatures from 1910 to 2016.
The averaged failure of Australian maxima to decline during years of record rainfall and cloud cover suggests an artificial metrication influence that should be adjusted in Australia's homogenised ACORN-SAT temperature set. Note: The spike in temperature rounding from 1997 to 2006 within all charts above is due to Automatic Weather Stations being installed at many ACORN-SAT sites, a significant number with faulty readings that for several years rounded all temperatures evenly up and down. Maxima in particular had a sudden upward shift to a warmer plateau since the bureau's AWS rounding repairs concluded in 2006. This may be the influence of AWS and the installation of smaller Stevenson screens since the late 1990s. ACORN-SAT Observation Practices (p11-13) details when 106 weather stations had small Stevenson screens installed. The data show 29 were installed from 1900 to 1989 and 77 from 1990 to 2009. Among the 77, the average year of installation was 1998: 1990 - 1, 1991 - 1, 1992 - 4, 1993 - 2, 1994 - 4, 1995 - 5, 1996 - 7, 1997 - 15, 1998 - 6, 1999 - 5, 2000 - 10, 2001 - 6, 2002 - 2, 2003 - 2, 2004 - 3, 2005 - 1, 2007 - 1 , 2009 - 1. The chart below shows that when 40% of all small Stevenson screens were installed from 1997 to 2001, Australian average rainfall increased significantly but maximum temperatures remained warmer than their pre-1997 averages when there was 22% less rainfall. When rainfall returned to long-term average levels from 2002 to 2009, maxima averaged 0.62C warmer than 1990-96. This suggests high rainfall partly masked an artificial warming influence caused by the widespread installation of small Stevenson screens (large Stevenson screen interior 0.23m3, small Stevenson screen interior 0.06m3).
Note: Annual temperature rounding estimates in this analysis are benchmarked against Extreme Temperature Events in Australia, a 2001 PhD thesis by ACORN-SAT architect Blair Trewin from the Bureau of Meteorology. His study estimates that among 94 of the ACORN-SAT stations, the average proportion of Fahrenheit temperatures rounded by observers from 1957 to 1971 was 51.5%. Relevant charts with rounded Fahrenheit percentages at most Australian weather stations can be viewed here. The C>F conversion script used in this analysis estimates the rounding proportion at the same 94 stations from 1957 to 1971 was 51.3%. This demonstrates that the averaged comparison of annual rounding proportions is accurate. A comparison of the 1957-71 benchmarks and this analysis calculation of rounding for all stations can be viewed here. Some benchmarked stations have identical rounding proportions to this study's calculations. Others have higher or lower proportions, dependant on each station observer's personal habit of adding .1 or .9 to their Fahrenheit temperature readings.
Separate from temperature trends influenced by metrication, below are monthly raw minimum and raw maximum trends at all ACORN-SAT stations and at those open in 1910 (months each year have only been averaged if they have the bureau minimum of 15 days of recordings):
Below are seasonal raw min and max averages comparing 1910-26 with 2000-16 for five ACORN-SAT subsets:
ACORN-SAT doesn’t have a consistent number of stations from 1910 to 2016, starting with 58 in 1910 and the number increasing progressively to 112 in the 1970s, the last two stations being Rabbit Flat in 1970 and Learmonth in 1976. These two stations added 0.1C to Australia's total raw mean temperature. The original 55 stations without the bureau's excluded urban hotspots of Adelaide, Melbourne and Sydney had a raw mean increase of 0.57C from 1910-26 to 2000-16. The 55 original stations are probably the most accurate as their number is consistent from 1910 to 2016 and some of the urban heat influence has been removed, despite various shelter, thermometer and location changes often from town centres to local airports. Download temperature and rounding charts and tables for each of the 112 stations (PDF 28.8mb) Download spreadsheet of annual temperatures and rounding proportions 1910-2016 (Excel 1.3mb) Download spreadsheet of average monthly temperatures each year 1910-2016 at all 112 stations (Excel 2.8mb)
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