Tuesday, May 4, 2021

Global Warming - It's All Relative Part II

A critical question regarding climate change (CC) is how much of observed changes in temperature and climate can be attributed to anthropogenic (man-made) global warming (AGW).  One way we can address this question is to compare the current temperature and temperature change since the start of the industrial revolution (when we began to inadvertently modify the atmosphere significantly) with natural variability that has occurred in Earth’s history.  If either the temperature or rate of change of temperature is unprecedented that would provide key evidence towards the conclusion that mankind is responsible for the majority of recent warming as claimed by the Intergovernmental Panel on Climate Change (IPCC), and raise the level of concern and need for CC action. 


In the first part of this two-part post (Global Warming - It's All Relative Part I ) we saw that the average global surface temperature (GST) has increased around 0.56 C over the last 40 years, as measured most accurately by satellites, and by approximately another 0.4 C in the hundred years prior to 1980, as measured by ground stations. 


For comparison, to determine the temperature of the Earth for periods hundreds or thousands of years ago we must rely on temperature proxies. These proxies typically consist of some material that is deposited in layers (with the layer order providing age information) and the material having some physical property that varies with temperature at the deposition time. The National Climate Data Center is an excellent source for information and data for a wide variety of temperature (and other climate parameters) proxies at this link:  


https://www.ncdc.noaa.gov/data-access/paleoclimatology-data/datasets


One of the most widely utilized temperature proxies are ice cores drilled into thick ice sheets at the earth’s poles and on glaciers.  Seasonal variability causes the ice to be deposited in identifiable annual layers that can be counted. The age of the layers are also cross-calibrated with other known chronological sources such as dust from volcanic sources or celestial impacts to determine the age of all of the various layers with reasonable accuracy. The temperature of the water that was the source of the snow used to create the ice pack in each layer is determined by looking at isotropic ratios, typically for hydrogen or oxygen. 


One of these sites where a long term temperature record is available is the Dome C drilling site in Antarctica. Fig. 1 below shows the relative temperature change at Dome C over the last 740,000 years.  (Data source: Jouzel, J., et al. 2004.  EPICA Dome C Ice Cores Deuterium Data. IGBP PAGES/World Data Center for Paleo- climatology)


Figure 1. Dome C Temperature Anomaly


The most recent data point in this chart is on the right side of the graph and corresponds to 1880. The oldest record, corresponding to 740,000 years ago, is on the left in the graph.  This particular temperature measurement has a time resolution of around a century for the most recent data with decreased resolution at earlier times.   


This temperature record shows that Antarctica over this record has been much colder on average than the current temperature.  We are not talking about small variations in temperature.  The average temperature at Dome C would reach as low as 9 C (16.2 F) below the current average temperature!  Ice cores and other temperature proxies all over the world prove that over the last four hundred fifty thousand years there have been four other warm interglacial periods with temperatures comparable to the present warm Holocene period, which is approx. 12 kyr ago to present. The interglacial warm periods are separated by very cold glacial periods of longer duration where a much higher percentage of the Earth is covered with ice sheets. 


Fig. 2 shows similar data from Vostok station which is 560km distant from Dome C.  (Petit et al, Nature 1999).  (NOTE - time axis is reversed, current time to left).  Fig. 2 also shows other data obtained from the ice cores including CO2 concentration in parts per million (pbm).  The historical temperatures from the two Antarctic locations are extremely similar supporting a conclusion these two temperature profiles are representative of all of Antarctica. (Plot B with scale on RHS shows temperature anomaly.)



Fig. 2 (from Petit et al, Nature 1999, Plot B shows Temperature aberration)


What about data from the other polar region, the Arctic?  Fig. 3 shows a temperature history (only 49,000 yrs old) for the central Greenland location of the GISP2 ice core drilling location. This data has time resolution on the order of a decade.


Fig. 3 (Source: Alley, R.B..  2004. GISP2 Ice Core Temperature and Accumulation Data. IGBP PAGES/World Data Center for Paleoclimatology Data Contribution Series #2004-013.)


The GISP2 data set shows periods during the most recent glacial period that are up to 25 C below the peak temperatures found during the Holocene!  There is considerable uncertainty in the scale factors used to convert changes in isotopic ratios to temperature.  Subsequent papers and refinements in isotropic analysis suggest that the absolute magnitude of the temperature variations seen in Fig 3 may be a factor of 2 too high.  Still, the time history of the temperature changes seen here is considered accurate.


So now let's get back to the central question of this post. How do recent temperature changes and absolute temperature compare to historical temperatures?  Clearly, Figures 1 and 2 show that the previous 4 interglacial periods had significantly warmer temperature peaks in Antarctica than the peak temperature of the Holocene (and the current temperature) - up to 4.4° C (7.9 F) warmer!!  Additionally, Figure 3 clearly shows periods in the past where the rate of temperature change of the Arctic has been much greater than what we have observed recently. For example, 11,700 years ago the temperature at that location changed >10 degrees C in <140 years! 


This analysis appears to show that recent temperature changes and absolute temperature are insignificant compared to historical, “natural” variations.  In fact, numerous AGW sceptics have used similar comparisons to question the validity of the IPCC conclusion that is “extremely likely” that human activities are the dominant cause of the warming of the planet since the mid-twentieth century.  However, this analysis is too simplistic.


Firstly, the ice core temperature records shown in the previous figures display regional temperature variations and NOT global temperature variation. Temperature variability in any one location or region is more variable and has a wider range than the global aggregate. The large temperature variation mentioned a few paragraphs earlier, 11,700 years ago in the Arctic, greatly diminishes in magnitude when the data there is combined with the temperature proxies throughout the world to obtain a global average.  


Several multiproxy global temperature reconstructions, including other temperature proxies such as coral rings, alkenones, and Mg/Ca ratios in plankton and seashells, have shown that the global temperature variation between glacial maximums and interglacial temperature peaks is less than the temperature range at the poles, both in magnitude and rate of change. Figure 4 shows one recent average global surface temperature reconstruction.


Figure 4 - GST reconstruction (T. Friedrich et al, Science Advances 2016)


A more significant factor when comparing recent temperature history to the paleoclimate temperature record as shown in Fig. 4 is that the climate on earth is a very complex, nonlinear system highly dependent on previous conditions. It is simply not valid to compare temperature variations as observed over the last 150 years with temperature variations seen at or near the height of each glacial maximum when a significant portion of the northern hemisphere is covered with ice. 


A more valid, albeit difficult, analysis is to compare the Antarctic temperature variations during the current Holocene period with the previous 4  interglacial periods (see Figure 5)


Figure 5 - Antarctica temperature anomalies of current interglacial (T1) and previous three interglacials (T2,T3, T4)


Figure 5 shows that in Antarctica all four interglacial periods have a relatively rapid increase in temperature in less than 8,000 years to a peak temperature, shown in Fig. 5 as time 0, followed by a decrease in temperature at a much slower rate. T1, the current interglacial period, and T2, the previous interglacial which started around 125,000 years ago, have similar profiles, with the most notable difference that the T2 temperature peak was around 4 C higher!  Additionally, Fig 5 shows pre-industrial temperature fluctuations of at least 1.5 degree C, so any modern temperature fluctuation of similar or smaller magnitude can not be conclusively linked primarily to AGW.


Since we cannot compare the Antarctica temperature history with the modern global instrument record, how does the long-term temperature record compare to the modern instrument temperature record for Antarctica?  Figure 6 shows the average monthly temperature history since 1955 at Antarctica manned stations (From Berkeley Earth)


Figure 6 Antarctica monthly temperatures 1955 to 2020


There are wide fluctuations seen over short time scales (<1 year) as you would expect from any one region of the world, but the 10-year average trend shows an increase of less than 0.5 degrees C over the 65 year record. This variation is less than the natural variations that have previously occurred over the current and previous interglacials. Thus, the temperature record in Antarctica DOES NOT support the climate alarmist or IPCC position. 


But before jumping to the conclusion that we have our final answer, we must consider that this is just one data point. The evidence from the Arctic is more concerning. Recall that Figure 3 shows a high-resolution Holocene temperature history at a location in Greenland. For comparison, we have multi-century thermometer records from Iceland, which is approximately 400 miles from the location of the GRIP measurements. 


Figure 7 shows the thermometer based temperature record for a composite of Iceland stations from Berkeley Earth.


Figure 7.  Thermometer based annual average temperatures for Iceland (from Berkeley Earth)


Since 1855, there has been an approximately 1.5 degree C rise in the annual temperature in Iceland.  Combining this record with the GRIP Greenland temperature record for the last 8,000 years we obtain Figure 8.


Figure 8 - GRIP ice core & Iceland thermometer temperature anomalies (relative to 1855)


The red line in Figure 8 is the thermometer record since 1855.  Both the magnitude and rate of rise of the temperature in the last 150 years are unusual (for a randomly selected 150 year period over the last 8000 years) but not exceptual.  


The temperature records at both of the poles do not (by themselves) support the IPCC claim that it is “extremely likely” that the earth’s warming over the last 50 or 150 years are mainly caused by mankind.  


In the interest of fairness and completeness it should be noted that a highly referenced paper by Marcott et al (SA Marcott et al. Nature 514, 616-619 (2014) doi:10.1038/nature13799) compares the GST modern instrument temperature record with a multi-proxy temperature reconstruction and concludes that global temperature anomalies over the last 10,000 years are much smaller than that reported from ice cores (see Figure 9)


Figure 9 - Global Surface Temperature reconstruction from Marcott 2013


Marcott’s reconstruction shows natural global temperature variation of <1 C over the last 10,000 years with a flat or decreasing trend.  This reconstruction has been controversial and has numerous potential issues including some inherent with any multi-proxy reconstruction (I may address in another post possibly).  But if this reconstruction is representative of the GST for the last 10,000 it would constitute the one strongest pieces of evidence that the relatively rapid 1 degree C rise over the last 150 years has a large anthropogenic component. 



Thursday, April 1, 2021

Just Getting Started

Another blog about climate change? Aren't there enough already?


There certainly are a lot of them. I monitor a number of websites that span the full continuum
of opinions from those that claim that Anthropogenic Global Warming (AGW) is a hoax to
websites at the other end of the spectrum that claim a climate catastrophe is near unless
we drastically reduce the use of fossil fuels. 

The vast majority of these websites are at one extreme or the other.  This issue is similar
to many other issues that we face, such as politics, where individuals pick their team and
then they subsequently tend to disregard any information that conflicts with that team's
worldview.  


I personally don’t want to be on a team.  As naive as it sounds, I consider myself a seeker
of truth, or as an empiricist with a scientific background, I seek the closest approximation
to truths that we can find. It's pretty hard to do this when you're on a team.  As I make
additional posts to this blog, I hope that I will receive comments that provide me with
new information or perspectives that might sway my beliefs. 

No one can be completely free of biases - so what are mine?

My views on AGW have evolved, just as the name of the issue has evolved and now is
described as the all-encompassing climate change (CC). In the last two decades of the 20th
century I would describe myself as moderately concerned about CC. So much so that I
supported proposals such as implementing a carbon tax. 

My skeptical period  started around the time (circa 2000) of the famous (or infamous) Michael
Mann "hockey stick” historical  temperature plot. For those too young to remember, or just
generally unaware of the history of the whole climate change debate, Michael Mann's
historical temperature analysis claimed that global temperatures over the last 1000 years
had essentially been flat until around the year 1900, at which point temperatures started to
rise rapidly. Naturally it received tremendous publicity and was presented as Exhibit A
in the CC Alarmist position.  But as a scientist, I was extremely offended by the manner
in which Mann’s temperature analysis was instantly accepted as the gospel truth despite
conflicting with numerous historical accounts that documented significantly warmer and
cooler periods over the last millenium that had been referred to as the medieval warm period
and the little ice age. Typically science doesn't work like that. If a researcher presents data
or analysis that attempts to change the existing paradigm, that analysis is treated skeptically
and the onus is on the researcher to present strong enough evidence. That's not what
happened. It didn't help that Mann would not share his data, analysis or methods
so his work could not be reproduced. 


My skepticism peaked after the Climategate Scandal, where stolen emails showed that
Mann and cohorts had unscientifically (fraudulently?)  concatenated data sets in his
meta-analysis to get the plot to show the desired recent spike AND that he actively used
his influence to prevent dissenting opinions from being published while simultaneously many
were claiming that there was scientific consensus on climate change.  (Full disclosure: Mann
has many defenders and he was cleared of several charges including academic misconduct
by several investigative boards.) I plan a future post to this blog to answer the question:
“Why are there climate change Skeptics?” 


More recently, I have gravitated back towards the concerned end of the spectrum. While I
still believe the most prominent voices in the climate change community are full of
exaggeration and hyperbole, there is no doubt that anthropogenic CO2 emissions are causing
the Earth to warm with resulting changes to the climate. How severe these changes will be,
what will be the consequences, and what can be done about it are intended areas for future
posts, which will hopefully include all valid perspectives and not just those from either team.

This blog is intended to document my search for the current state of knowledge regarding
numerous climate change issues of interest to me and also provide a concise and accessible
reference source on CC issues for those who don't have the time or inclination to do
a deep dive into hundreds of research articles necessary to separate the hyperbole from fact.

Global Warming - It's All Relative Part I

Evidence that the global average temperature has increased over the last century is overwhelming.  Measurements from various sources, including ground stations, satellites, weather balloons, and from the sea, while varying in time dependence and magnitude of the temperature increase, all demonstrate clearly that the Earth is warming.  This warming is believed by many climate scientists to be the cause of some currently occurring changes in climate, and is expected to be the cause of potentially greater climate changes in the future if the increase continues. 


A critical question is to what degree is mankind responsible for the warming since the beginning of the Industrial Age, when we started to unintentionally modify the atmosphere?  The most recent complete report (AR5) by the Intergovernmental Panel on Climate Change (IPCC) asserted that is “extremely likely” that human activities are the dominant cause of the warming of the planet since the mid-twentieth century.  What is the evidence to support this claim? 


One way to evaluate this claim is to compare recent temperature and temperature increases with conditions that have occurred naturally in earlier periods of the Earth's history.  If the temperature or warming rate over the last 50 to 150 years is unprecedented that would provide key evidence that mankind is responsible for the majority of recent warming.

But defining and measuring the global average temperature is not as easy as it might seem. Figure 1 below shows one of the most commonly accepted Global Surface Temperature (GST) histories from NASA's Goddard Institute for Space Studies (GISS).  It is the historical global temperature record created from a network of ground stations and measurements at sea using thermometers. (Note that the temperature is displayed as an aberration from a mean reference temperature as is typically done when discussing climate change.)

Fig. 1 By NASA Goddard Institute for Space Studies - https://data.giss.nasa.gov/gistemp/graphs_v4/, Public

When newspaper & website articles or segments on the evening news report that the latest year is one of the hottest on record, they're frequently referring to data from GISS.
But, there are critics of this claimed historical temperature record. One common complaint is that this temperature record has been manipulated to try to accentuate the recent increase.  This complaint is not without merit. Two of the principals at GISS, first James Hansen and then Gavin Schmidt, have been among the loudest proponents of drastic climate change action.  Critics claim that the numerous adjustments to this temperature record always accentuate recent increases to bolster the alarmist position. The GISS website acknowledges the modifications to the historical record with the graph below in Fig. 2 which shows GISS historical temperature analysis at several different years in the past compared to the present analysis. 

Fig. 2. Graphical display of GISS temperature history adjustments

While it is true that the GISS adjustments to the temperature data have accentuated recent temperature increases, it's also true that temperature is clearly rising in the GISS data no matter how the data has been analyzed.
A more valid criticism of this temperature analysis is that the temperature record from land based stations has been polluted by the urban heat island (UHI) effect.  Almost everyone who lives near a large urban center is aware that the temperature in the urban core can typically be many degrees higher than surrounding areas. Over the last century, as towns having temperature stations grew into cities, the average of recorded temperatures would rise along with the degree of urbanization. This temperature increase introduces a false positive trend to GST over time which is difficult to address via adjustments.  In addition to the UHI effect, the thermometer-based temperature record has other issues such as some of stations being moved from one place to another and changes in the technology and measurement methodology over the last century. 
To quantify the urban heat island effect and other possible inaccuracies let’s compare the GISS temperature history with the temperature history measured by satellites, which provide the most accurate and comprehensive historical global temperature record since 1979.  Fig. 3 below shows a plot of the global temperature anomaly in the lower troposphere (LT) from satellites provided by the University of Alabama Huntsville (UAH).

Fig. 3.  Temperature history from satellite measurements

This temperature analysis is consistent with temperature analysis done by other groups
studying satellite data (RSS), as well as, temperatures recorded from weather balloons.  The lower troposphere in this analysis corresponds to the atmosphere between the surface and approximately three miles from the surface.  
Both the GISS and UAH temperature analysis from 1979 to 2020 show a temperature increase that is close to linear, with fluctuations superimposed upon the linear trend.  The big difference is that the GISS temperature trend is increasing at a rate 43% higher than the data from satellites. It's possible that a portion of this large difference in the temperature increases over the last 40 years reflects a real temperature difference between the earth’s surface and the lower troposphere, but as neither theory or models predict such a large difference, it is more likely due to the limitations and issues in the data and analysis used to create Fig. 1.  For all subsequent posts and analysis we will assume that the global temperature is increasing approximately 0.14 degrees C/decade as derived from the more reliable satellite data. 
The next blog Global Warming - It’s All Relative Part II will investigate how the current temperature and rate of change compare with earlier periods of Earth’s history.