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[FONT="]According to author Leo Tolstoy, born at the very end of the Little Ice Age, in quite a cold country:[/FONT]The most difficult subjects can be explained to the most slow-witted man if he has not formed any idea of them already; but the simplest thing cannot be made clear to the most intelligent man if he is firmly persuaded that he already knows, without a shadow of a doubt, what is laid before him.[FONT="]So, our new technical paper in GeoResJ (vol. 14, pages 36-46) will likely be ignored. Because after applying the latest big data technique to six 2,000 year-long proxy-temperature series we cannot confirm that recent warming is anything but natural – what might have occurred anyway, even if there was no industrial revolution.[/FONT]
[FONT="]Over the last few years, I’ve worked with Dr John Abbot using artificial neural networks (ANN) to forecast monthly rainfall. We now have a bunch of papers in international climate science journals showing these forecasts to be more skilful than output from general circulation models.[/FONT]
The better part is the bottom:
https://www.spectator.com.au/2017/08/big-data-finds-the-medieval-warm-period-no-denial-here/[FONT="]Using the proxy record from the Northern Hemisphere composite, decomposing this through signal analysis and then using the resulting component sine waves as input into an ANN, John Abbot and I generated forecasts for the period from 1830 to 2000.[/FONT][FONT="]Our results show up to 1°C of warming. The average divergence between the proxy temperature record and our ANN projection is just 0.09 degree Celsius. This suggests that even if there had been no industrial revolution and burning of fossil fuels, there would have still been warming through the twentieth century – to at least 1980, and of almost 1°C.[/FONT]
[FONT="]The Intergovernmental Panel on Climate Change, relying on General Circulation Models, and giving us the Paris Accord, also estimates warming of approximately 1°C, but claims this is all our fault (human caused).[/FONT]