Four out of five ARGO data studies now show Ocean Heat Content declining

Readers may recall that Dr. Kevin Trenberth said this in one of the Climategate emails:
“The fact is that we can’t account for the lack of warming at the moment and it is a travesty that we can’t.”
Using the ARGO ocean buoy data from Josh Willis, Knox and Douglass still can’t find that missing heat in this paper published in the International Journal of Geosciences, currently in press here.
Recent energy balance of Earth
R. S. Knox and D. H. Douglass
Department of Physics and Astronomy, University of Rochester, Rochester, NY
Abstract
A recently published estimate of Earth’s global warming trend is 0.63 ± 0.28 W/m2, as calculated from ocean heat content anomaly data spanning 1993–2008. This value is not representative of the recent (2003–2008) warming/cooling rate because of a “flattening” that occurred around 2001–2002. Using only 2003–2008 data from Argo floats, we find
by four different algorithms that the recent trend ranges from –0.010 to –0.160 W/m2 with a typical error bar of ±0.2 W/m2. These results fail to support the existence of a frequently-cited large positive computed radiative imbalance.
1. Introduction
Recently Lyman et al. [1] have estimated a robust global warming trend of 0.63 ± 0.28 W/m2 for Earth during 1993–2008, calculated from ocean heat content anomaly
(OHC) data. This value is not representative of the recent (2003–2008) warming/cooling rate because of a “flattening” that occurred around 2001–2002. Using only 2003-2008 data, we find cooling, not warming.
This result does not support the existence of a large frequently- cited positive computed radiative imbalance (see, for example, Trenberth and Fasullo [2]).
A sufficiently accurate data set available for the time period subsequent to 2001–2002 now exists. There are two different observational systems for determining OHC. The first and older is based upon expendable bathythermograph (XBT) probes that have been shown to have various biases and systematic errors (Wijffels et al. [3]). The second is the more accurate and complete global array of autonomous Argo floats [4], which were deployed as of the early 2000s. These floats are free from the biases and errors of the XBT probes although they have had other systematic errors [5]. We begin our analysis with the more accurate Argo OHC data. There are issues associated with a “short-time”
segment of data, which are addressed.
2. Data and Analysis
In what follows, we make reference to FOHC, defined as the rate of change of OHC divided by Earth’s area. It has units of energy flux and is therefore convenient when discussing heating of the whole climate system. In W/m2, FOHC is given by 0.62d(OHC)/dt when the rate of change of OHC is presented in units of 1022 J/yr.
Figure 1 shows OHC data from July 2003 through June 2008 (blue data points, left scale) as obtained from Willis [6]. These data appear to show a negative trend (slope) but there is an obvious annual variation that must be “removed.” We estimated the trend in four different ways, all of which reduce the annual effect. Method 1. The data were put through a 12-month symmetric box filter (Figure 1, red curve). Note that the length of the time segment is four years. The slope through these data, including standard error, is –0.260 ± 0.064 × 1022 J/yr, or FOHC = –0.161 ± 0.040 W/m2.
Method 2. The difference between the OHC value for July 2007 and July 2003 is divided by 4, giving one annual slope estimate. Next, the difference between
August 2007 and August 2003 is calculated. This is done ten more times, the last difference being June 2008 minus June 2004. The average slope of these twelve values, including standard deviation, is –0.0166 ± 0.4122 × 1022 J/year, or FOHC = –0.0103 ± 0.2445 W/m2. Method 2’s advantage is that the difference of four years is free
from short-term correlations.
Method 3. Slopes of all January values were computed and this was repeated for each of the other months. The average of the twelve estimates, including standard deviation, is –0.066 ± 0.320 × 1022 J/year, or FOHC = –0.041 ± 0.198 W/m2.
Method 4. The average of OHC for the 12 months from July 2003 to June 2004 was computed, similarly for July 2004 to June 2005, etc. For the five values the slope found, including standard error, is –0.0654 ± 0.240 × 1022 J/yr, or FOHC = –0.0405 ± 0.1488 W/m2.
These results are listed in Table 1.
There have been four other recent estimates of slopes from the Argo OHC data, by Pielke [7], Loehle [8], Douglass and Knox [9], and von Schuckmann et al. [10]. Each of these studies of Argo OHC data with the exception of von Schuckmann’s, which differs in the ocean depth covered (0–2000 m), show a negative trend with an uncertainty of several 0.1 W/m2. Why the von Schuckmann case is an “outlier” is worthy of further study.
…
3. Discussion and Summary
As many authors have noted, knowing FOHC is important because of its close relationship to FTOA, the net inward radiative flux at the top of the atmosphere. Wetherald et al. [13] and Hansen et al. [14] believe that this radiative imbalance in Earth’s climate system is positive, amounting recently [14] to approximately 0.9 W/m2. Pielke [15] has pointed out that at least 90% of the variable heat content of Earth resides in the upper ocean.
Thus, to a good approximation, FOHC may be employed to infer the magnitude of FTOA, and the positive radiation imbalance should be directly reflected in FOHC (when
adjusted for geothermal flux [9]; see Table 1 caption). The principal approximations involved in using this equality, which include the neglect of heat transfers to land masses and those associated with the melting and freezing of ice, estimated to be of the order of 0.04 W/m2 [14], have been discussed by the present authors [9].
In steady state, the state of radiative balance, both quantities FTOA and FOHC should be zero. If FTOA > FOHC, “missing energy” is being produced if no sink other than the ocean can be identified. We note that one recent deep-ocean analysis [16], based on a variety
of time periods generally in the 1990s and 2000s, suggests that the deeper ocean contributes on the order of 0.09 W/m2. This is not sufficient to explain the discrepancy.
Trenberth and Fasullo (TF) [2] believe that missing energy has been accumulating at a considerable rate since 2005. According to their rough graph, as of 2010 the missing energy production rate is about 1.0 W/m2, which represents the difference between FTOA ~ 1.4 and FOHC ~ 0.4 W/m2. It is clear that the TF missing-energy problem is made much more severe if FOHC is negative or even zero. In our opinion, the missing energy problem is probably caused by a serious overestimate by TF of FTOA, which, they state, is most accurately determined by modeling.
In summary, we find that estimates of the recent (2003–2008) OHC rates of change are preponderantly negative. This does not support the existence of either a large positive radiative imbalance or a “missing energy.”
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Read the full paper available here at the authors University of Rcohester website:
http://www.pas.rochester.edu/~douglass/papers/KD_InPress_final.pdf
For those wondering how ARGO works unattended, this image shows how:

Simple Mission Operation: The float descends to cruising depth, drifts for several days, ascends while taking salinity and temperature profiles, and then transmits data to satellites. More here
h/t to Russ Steele
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How do the algorithms exclude local geothermal warming?
I guess Trenberth with have to theorize that the heat is in the bottom of the Mariana Trench now.
tallbloke says:
If the von Schuckmann paper is correct, I’m asking myself where this increase in heat below the cooling top 700m came from.
Maybe it’s not heat coming from below. What if the cold water sinking down just isn’t as cold as before? After all, the graph shows temperature anomalies. Just because the lower 1300m shows “warming” doesn’t mean those waters are no longer colder than the top 700m.
Dave Springer says:
January 6, 2011 at 5:44 pm
“harrywr2 says:
January 6, 2011 at 5:13 pm
“It’s more like the changes at 2,000 meters become so small as to question as to how a significant change at 4,000 meters could occur.”
Easy. Colder water flowing in along the bottom from the poles. You’d miss it entirely because it won’t mix upwards but rather just hug the bottom and spread out sideways. Eventually temperature will equalize with water above through conduction and there’s a probably a math geek reading this who can figure out how long it might take.”
The flow at the ocean’s bottom is generally poleward not away from the poles and introduces a not entirely insignificant amount of heat from geothermal sources, particularly into the AABW
http://www.ocean-sci.net/5/203/2009/os-5-203-2009.pdf
Could ocean heat content go down if day time cloud cover increased over a significant portion of the oceans for a considerable period of time? Does any organization track a metric for ocean cloud cover? Seems like an easy thing to do with satellite coverage. Just asking.
It looks as though E&E now has a serious competitor for skeptical authors. I hope that, like E&E, the publishers of the IJG are taking great care in ensuring they have a good peer review process.
re – tallbloke @ur momisugly3:43 p.m.,
Jason Joice M.D. @ur momisugly 3:56,
phlogiston 2 4:41
Could be my thought here is “off the wall”, but seems to me a significant part, if not all, of that observed increase in deep oceanic heat could be “bottom up” geothermal origin as opposed to “top down” solar origin. Is it possible thermoclines could keep geothermal heat released into oceans at depth (submarine volcanic eruptions, thermal vents, seismicity, etc.) from rising until blended with thermohaline circulation currents?
A significant increase in incidence of major earthquakes (7.0 & over on Richter scale) over the past 30 years relative to the preceding 30 years might be interpreted as lending support to the “bottom up” heat hypothesis. Historical data files available on the USGS website indicate 89 major earth quakes (on land plus oceanic) were reported in 1951 through 1980 vice 412 (land + sea) recorded in 1981 through 2010.
FWIW
The Argo data is available up to September 2010 to anyone. Really simple to plot various things. The most interesting from my point of review is temperature anomalies by longitude and by latitude relative to the 6-year mean. But if you look at the temperature by long and lat on a YEARLY basis (anomaly from monthly mean) you’ll see a big variation year to year where the “hot” zones are. The variation is such that you might wonder what the deviation from the mult-year mean actually MEANS (signifies).
The variation from 6-year mean is within the measurement errors. The interest by us skeptics in that the resultant variation is “negative”, reflects on our desire for confirmation, not from the significance of the result. Essentially, the Argo data says that there is no change.
The temp by longitude: if the temp anomaly were adjusted for the actual temp and therefore gave the ocean heat content, I’m sure the resultant curve would show that the changes are not signifcant. But the year-to-year variation really has me wondering about the error bar of the multi-year trends. How can a huge year-to-year variation become a SIGNIFICANT multi-year value, regardless of trend?
The missing heat was never missing, it was only present in the models, put there by “mistake”.
A better question: what has happened in the data for the last 2 1/2 years?
The ocean heat content should be trending downward because the Earthshine project shows that cloudiness and albedo have been increasing for a few years now with less solar shortwave energy entering the oceans.
At the same time the jets became more meridional (and shifted more equatorward) with longer boundaries between air mass types and more mixing to form those extra clouds.
At the same time the AO has become more negative.
At the same time the sun has been becoming less active.
At the same time the stratosphere has stopped cooling.
At the same time ozone above 45km has increased (with warming up there despite the quieter sun) instead of decreased as expected.
Anyone (Leif?) who thinks it is all coincidence is suffering from coincimania (closely related to so called cyclomania).
Meanwhile less solar shortwave entering the oceans now is reducing the amount of energy going into the start points of the thermohaline circulation and will have its effect in about 1000 to 1500 years when it resurfaces again to modify whatever climate we may be blessed with at that time just as our current climate is likely being subtly modified by energy that entered that circulation around the time of the MWP (hence increasing CO2 in the air as that very slightly warmer THC water comes back to the surface thereby altering absorption rates).
That the “missing heat” is a CALCULATED MODELED amount instead of cold hard facts, is an interesting admission. That there is an all out effort to FIND that missing heat means that belief trumps data. Every time. Every day.
It will be a while before the climate warming community is convinced that the missing heat isn’t there (and yes, the familiar sound of that comment is not lost on me).
Two points to ponder:
1. When Willis originally noted this so called missing heat(go back in time), he turned turned heaven and earth to find any cold bias in the sensor,which he claimed he did. He actually apologized for not finding a larger bias. At this point I would say their is a significant probability that the temps are biased warm, with a zero percent chance of them being biased cold. More than likely we getting colder faster than noted.
2. Note how sensitive the system is to picking up the heating modulation caused by the earths distance to the sun with a yearly period.
I hope they’re not counting all this hardware as part of that twice the size of Texas raft of floating plastic.
Curious says:
January 6, 2011 at 5:03 pm
>> Why the von Schuckmann case is an “outlier” is worthy of further study.
Perhaps because it went to 2000m and all the others only went t0 700m and below 700m the temps have risen for some reason?
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Yep.
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From Peru says:
January 6, 2011 at 5:59 pm
To me the greater the depht covered by the data, the better the coverage
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Yep.
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Doug in Seattle says:
January 6, 2011 at 7:08 pm
It looks as though E&E now has a serious competitor for skeptical authors. I hope that, like E&E, the publishers of the IJG are taking great care in ensuring they have a good peer review process.
_____
Hope springs eternal. This is the 1st volume of this journal, and no mention is made of this being subjected to a quality peer review. This doesn’t mean that it wasn’t, but let’s see who it was. Here is an interesting link to a discussion about certain practices of this “Open Access” journal:
http://improbable.com/2009/12/22/strangest-academic-journals/
Now, I’m not saying anything is fishy here, as the researchers involved have at least some academic creditials, though they are hardly well known names in the field. I’ve been in personal communication with one of the very well known researchers mentioned in this paper, and I’ll supply his/her response when I receive it in full.
Maybe there is something to this…or maybe there isn’t. I’d recommend caution…
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It’s always Marcia, Marcia says:
January 6, 2011 at 6:41 pm
ARGO buoys are an enemy to those who wish to find warming oceans.
LOL!
Right. Watch for Greenpeace loading it’s new
torpedoplankton collection tubes on it’s ‘research’ ship. ☺If a million ocean volcanoes went off tomorrow and warmed the ocean a degree or two, I do not think it would mean anything to Trenberth if he could not tie it to anthropogenic CO2.
The source of the data used in this study is Willis:
“Figure 1 shows OHC data from July 2003 through June 2008 (blue data points, left scale) as obtained from Willis [6].”
The reference is:
“[6] J. Willis (Private Communication, 20 February 2009. The last 5 months are preliminary.)”
Well, Willis published a paper called:
“Assessing the Globally Averaged Sea Level Budget on Seasonal to Interannual Time Scales”
http://ecco.jpl.nasa.gov/~jwillis/willis_sl_budget_final.pdf
The paper showed a negative trend in thermo-steric SLR :
“The trends in the thermosteric and halosteric components were -0.9 mm/year
and 0.3 mm/year, respectively”
but Willis make clear that the datasets used were inconsistent between them:
“The observational estimates of each term in equation (1) are shown as black lines in
Figures 1 and 2. The gray lines show inferred estimates of each term, computed by
adding or subtracting the other two. Although there is reasonable agreement between the inferred estimates and the observational estimates in the first year of each time series, the inferred and observational estimates rapidly diverge after mid-2004. By the beginning of 2005, all three of the inferred estimates of MSL lie well outside the random error bars of the observational estimates.
(…)
The discrepancy between inferred and observational estimates is most readily visible in the trend. The trend in the sum of the components is 0.3 mm/yr, about 3.3 mm/yr smaller than that of the altimeter”
Another analysis of the same raw Argo data was performed by Leuliette 2009:
“Closing the sea level rise budget with altimetry, Argo, and GRACE”
ftp://ftp.ifm.uni-hamburg.de/outgoing/scharffe/BACKUP/paper/2009_GRL_Leuliette.pdf
Willis 2008 shows a cooling trend since 2004, while Leuliette shows a warming trend. The primary difference between the two is found early in the Argo record, when there were fewer Argo buoys deployed. Leuliette 2009 suggests the discrepancy between the two seems to be due to poor sampling and differences in how the data was handled.
This paper uses data from Willis, data that is flawed according to the Leuliette et al. paper.
An independent result can be found comparing the rate of sea level rise measured by satellites:
http://www.cmar.csiro.au/sealevel/sl_hist_last_15.html (SLR= 3.2 ± 0.4 mm/year)
http://sealevel.colorado.edu/current/sl_ib_ns_global.jpg (SLR= 3.0 ± 0.4 mm/year)
And substracting to it the rate of ocean mass SLR measured from GRACE:
“Sea level budget over 2003–2008: A reevaluation from GRACE space gravimetry,
satellite altimetry and Argo”
http://sciences.blogs.liberation.fr/home/files/Cazenave_et_al_GPC_2008.pdf
That found an ocean mass SLR of 1.9 ± 0.1 based on GRACE data.
The thermo-steric SLR is then:
3.2(3.0) – 1.9 = 1.3 (1.1) mm/yr
A result consistent with the von Shuckmann value of thermo-steric SLR of 1.01±0.13 mm/year
This is strong evidence that the “missing heat” is accumulating in the ocean below 700m, as was shown in the von Shuckmann paper.
Pamela Gray says:
January 6, 2011 at 7:52 pm
That the “missing heat” is a CALCULATED MODELED amount instead of cold hard facts, is an interesting admission. That there is an all out effort to FIND that missing heat means that belief trumps data. Every time. Every day.
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Very much like the midlatitude troposphere hotspot.
It’s there, it has to be, we just haven’t found it yet (Santer & Sherwood notwithstanding).
From Peru says:
January 6, 2011 at 5:59 pm
“This paper only confirms that somehow the heat is transferred to the Deep Ocean by downwelling currents, like the Atlantic Meridional Overturning Current (AMOC).”
I would think a small difficulty with that hypothesis is created by most descriptions of the operation of the MOC which require that the warm northward circulating surface waters lose their heat to a great enough degree to allow the densification that drives the global circulation. For the water mass to loop to the bottom it must necessarily have already dumped its heat, otherwise the circulation halts.
This is strong evidence that the “missing heat” is accumulating in the ocean below 700m, as was shown in the von Shuckmann paper.
And doing what? If a drop of water enters the ocean, how long does it take for this drop of water to see the bottom of the ocean, and then rise back to the top? Of course, I know we aren’t talking about drops of water here, I know we are talking about water transporting energy. But if it is simply accumulating, then you still have a problem in the models.
When is it going to come back? Is it going to be a giant wave of energy pouring out of the oceans into the skies, or trickle back slowly, accumulating all the while?
I think it unlikely because if the oceans were so adept at storing heat energy, Ice Ages would be a less frequent occurrence in Earth’s history. And, of course, you would have a problem with current models of imbalance because outgoing energy from the oceans becomes a point of contention. It is then impossible to say that the rise in OHC is due to CO2 if energy is stored that low because it is not clear which direction the energy would be coming from. This also has implications for the climate sensitivity figure if it is as you say.
Mark Wagner says:
January 6, 2011 at 3:29 pm
let’s see. no warming in oceans. no warming in satellite measures. no warming in raw/unadjusted land records for locations not subject to UHI.
warming in GISS “adjusted” numbers. warming in models.
am I missing something?
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Don’t forget the ‘missing’ tropospheric hot spot, which was supposed to be global warming’s signature.
In answer to your question, no. 😉
JohnWho says:
January 6, 2011 at 6:18 pm
I do believe you may have stumbled onto the evidence for the “missing heat”. The growing number super computers dedicated to “proving” that CO2 is killing us must consume (in addition to billions of our tax dollars) many megawatts of electrical energy. After all, it must be going somewhere mustn’t it – but then again maybe it just goes to keeping the gravy train in motion.
But I guess we should just accept that these things are most accurately determined by modeling.
It’s always Marcia, Marcia says:
January 6, 2011 at 6:41 pm
“ARGO buoys are an enemy to those who wish to find warming oceans.”
And when research vessels goes looking for plastic and trash in that “plastic-gyre”, they find ……. argo buoys.
Mods:
In a number of places in the paper as posted the figure 1022J/yr appears. I don’t know if it is that way in the original or if it is the result of a formatting fault, but it should be 10 to the 22nd power Joules per year.
“Maybe it’s not heat coming from below. What if the cold water sinking down just isn’t as cold as before? After all, the graph shows temperature anomalies. Just because the lower 1300m shows “warming” doesn’t mean those waters are no longer colder than the top 700m.”
The deep ocean water does come from the surface, either in the north Atlantic (NADW) or the Southern Ocean (AABW). The water there sinks because it is denser (=colder and saltier) than any other water in the oceans. For warmer waters to be able to sink and dislpace colder waters means that the salinity must have increased significantly. This should be easy enough to verify.
The interesting thing is that there is a plausible mechanism for increased salinity in Antarctic Bottom Water. Salt is enriched in the AABW mostly by sea ice formation, so the increasing amount of sea-ice around Antarctica in the last few decades could cause higher abyssal temperatures in the Southern Ocean.