New paper on ARGO data: Trenberth's ocean heat still missing

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

Latest Argo array
The latest picture of the ARGO array. - click for details

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.”

===============================================================

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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Dave Springer
January 6, 2011 4:56 pm

tallbloke says:
January 6, 2011 at 3:43 pm
“If the von Schuckmann paper is correct, I’m asking myself where this increase in heat below the cooling top 700m came from.”
I’m just spitballing here but has anyone considered these possibilities:
1. The Lost City of Atlantis
2. An alien spacecraft at the bottom of the Bermuda Triangle with anti-matter warp drives. The dilithium crystals are melting down.
3. Gaia has had enough of her polar nipples being frozen and turned on the heater.
I will of course need a hefty grant to study these possibilities further and would like to begin by studying cold nipples. Well actually that’s a continuing study as I’ve been looking closely at cold nipples whenever I spot a pair since about puberty.

Dave F
January 6, 2011 4:58 pm

Well, I was going to say, ‘The plot thickens’, but in the interest of providing a snarky comment:
The pipeline widens.

January 6, 2011 5:01 pm

I do not understand why the authors publish the paper on such a questionable new journal. It’s no better than a blog.
http://www.scirp.org/journal/ijg/
Scientific Research Publishing : scam or not?
http://forums.randi.org/showthread.php?p=5196020

January 6, 2011 5:03 pm

Dave Springer says:
“They must assume that, like average albedo, average ocean temperature below 2000 meters never changes.”
I don’t know their assumptions, but doesn’t it seem unlikely that the deep ocean below 2,000 meters would be, on average, warmer than the water above it?

Curious
January 6, 2011 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?

Dave F
January 6, 2011 5:03 pm

Dave Springer says:
January 6, 2011 at 4:43 pm
To be fair, Argo coverage ain’t that great. Argo buoys descend to a maximum of 2000 meters. Average depth of the global ocean is 4000 meters. Argo network completely misses half the ocean. They must assume that, like average albedo, average ocean temperature below 2000 meters never changes. Y’all know the old saying about what happens when we assume, right? Makes an ASS of U and ME.
What does ARGO say about areas where it can sink to the sea floor?

harrywr2
January 6, 2011 5:13 pm

Dave Springer says:
January 6, 2011 at 4:43 pm
They must assume that, like average albedo, average ocean temperature below 2000 meters never changes
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.

jack morrow
January 6, 2011 5:23 pm

I seem to remember an article about the ocean currents not making the paths that we normally see represented. Since the life-span of these buoys is 4-5 years, I was wondering if their paths be plotted to show the ocean currents or do they just send information signals only. The info page is not clear about that.

Neil
January 6, 2011 5:31 pm

Dave Springer says:
January 6, 2011 at 4:43 pm
To be fair, Argo coverage ain’t that great. Argo buoys descend to a maximum of 2000 meters. Average depth of the global ocean is 4000 meters. Argo network completely misses half the ocean. They must assume that, like average albedo, average ocean temperature below 2000 meters never changes.

Could one of those things survive diving down to 4000m? What is the pressure of the water at that depth?

Baa Humbug
January 6, 2011 5:34 pm

Whether at the poles or the equator, ocean temps below 1000 metres are remarkably uniform.
The above makes sense because the well mixed layer is only a few hundred metres and sunlight penetrates to only about 100 metres (3%)
Anyone looking for “lost” energy or climate signals in the depths is wasting their time.
http://www.john-daly.com/deepsea.htm

Gary Hladik
January 6, 2011 5:36 pm

I was struck by this quote from the article: “In our opinion, the missing energy problem is probably caused by a serious overestimate by TF [Trenberth and Fasullo] of FTOA, which, they state, is most accurately determined by modeling.” [emphasis added]
Was that a put-down?

Mooloo
January 6, 2011 5:38 pm

To be fair, Argo coverage ain’t that great. Argo buoys descend to a maximum of 2000 meters. Average depth of the global ocean is 4000 meters. Argo network completely misses half the ocean. They must assume that, like average albedo, average ocean temperature below 2000 meters never changes. Y’all know the old saying about what happens when we assume, right? Makes an ASS of U and ME.
Ah. So the “hidden” heat is hidden even further away than we thought? It’s a shell game isn’t it? No matter what you do, you will never get the pea!
My question is then: if the ARGO buoys had shown increasing heat would their coverage and depth have been sufficient? Is your scepticism of their results dependent more on whether they get the “right” answer?
(There are some other people posting above that they are sceptical of the results, but they are sceptical of any such analysis, hot or cold.)
Personally the “only 2000 feet and not complete coverage” argument is very thin. The bottom of the oceans don’t have much churn, and we all know that. Nor is coverage poor in spacial terms. The real weakness, as point out, is that 10 years’ data is not enough for decent predictions, not matter how accurate each individual reading is.

DR
January 6, 2011 5:41 pm

How did the 700-2000m depths warm without being detected in the upper 700m?
SST do not agree with the Von Schuckmann or Purkey and Johnson assessment. GRACE has been overestimating as was discussed here at WUWT. Sea level has slowed and also was overestimated according to Ablain et al http://tinyurl.com/2vf34tq.
The more accurate and spatially covered the data, the less evidence there is to support AGW tenets. To me the issue is the empirical data does not support the AGW meme, so instead of acknowledging the problem with the hypothesis, new “creative” means to attain the desired answer are formulated. This is just more of the same Mann/Steig/Santer pea-under-the- cup obfuscation game.
Now climate scientology is preparing the masses for global cooling by claiming it is caused by global warming. 20 years ago I may have fallen for it, but not these days.
Someone should collate all the failed predictions and back pedaling.

Dave Springer
January 6, 2011 5:44 pm

Smokey says:
January 6, 2011 at 5:03 pm
“I don’t know their assumptions, but doesn’t it seem unlikely that the deep ocean below 2,000 meters would be, on average, warmer than the water above it?”
Sure. The ocean is stratified since density increases all the way to freezing (please don’t make me link to the temperature/density graph for seawater yet again). Ain’t no way for inversion to be wide or last very long. That doesn’t mean the deep water doesn’t change temperature. It most certainly does. The only question is how long it takes to respond to forcings from above. Eventually even conduction will proceed through from top to bottom (like maybe in 120K years of a complete glacial cycle which explains why the ocean is 3C pretty much everywhere below 400 meters) but I expect convection works faster.
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.

Dave Springer
January 6, 2011 5:47 pm

Dave F says:
January 6, 2011 at 5:03 pm
“What does ARGO say about areas where it can sink to the sea floor?”
HELP! I’ve fallen to the floor and can’t get up!

paulID
January 6, 2011 5:56 pm

OK for those warmists who still believe that the oceans don’t have that much to do with the climate or that there is heat trapped WAY down deep now what? As a side note I would tell you that as an outdoor cook I keep a small vessel of water in my barbecue for 2 reasons the least important is that it give some moisture to my cooking, the MOST important thing it does is maintains the level of the heat so spikes don’t happen in the cooking chamber it slows down any heat or cold spikes that happen. think on that before you discount anything the ocean does.

From Peru
January 6, 2011 5:59 pm

To me the greater the depht covered by the data, the better the coverage.
Von Shuckmann definitively is the best paper on the list, because the analysis go down to 2000 meters (this study go down to only 700 m). Their result is:
+0.77 ± 0.11 W/m^2
That implies a an F(TOA) of +0.68 ± 0.11 W/m^2
This paper only confirms that somehow the heat is transferred to the Deep Ocean by downwelling currents, like the Atlantic Meridional Overturning Current (AMOC).

DR
January 6, 2011 6:04 pm

harrywr2 says:
January 6, 2011 at 5:13 pm
Dave Springer says:
January 6, 2011 at 4:43 pm
They must assume that, like average albedo, average ocean temperature below 2000 meters never changes
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.

The more I look at this, the more absurd it is to think that 80% of the OHC that resides in the upper 750m can suddenly show up in the upper 2000m, again without showing up anywhere above.
I believe this is from Josh Willis. The Von Schuckmann account just doesn’t make sense.
http://www.mediafire.com/imageview.php?quickkey=sd29r8yr33g31wc

xyzlatin
January 6, 2011 6:10 pm

The ocean floor is closer to the molten core of the earth and has many fissures and volcanos sending out heat. Why wouldn’t it be able to be hot in many places and able to heat the lower regions of the ocean (which then would rise to the upper layers)? Everyone here so far seem to be thinking that all the ocean’s heat comes from the sun above. There are probably many places in the ocean at great depth that are far hotter than the surface ocean.

January 6, 2011 6:18 pm

Gary Hladik says:
January 6, 2011 at 5:36 pm
I was struck by this quote from the article: “In our opinion, the missing energy problem is probably caused by a serious overestimate by TF [Trenberth and Fasullo] of FTOA, which, they state, is most accurately determined by modeling.” [emphasis added]
Was that a put-down?

I believe it is a statement of fact.
Perhaps the missing heat is in the computers producing the models?
Dunno.

January 6, 2011 6:21 pm

Hey all, there is a new post at Real Climate. It’s a doosie, and timely, because they use the old ARGO data is broke meme to try and debunk a recent article in Forbes. Yet we here at the “Non Science” blog WUWT have the newest ARGO data, which supports the Forbes artcile and makes RC look like fools. I’m writing a blog post about it, but I won’t finish before 10 PM (have to go to band practice). I’ll let you know when I’m done.

Robert of Ottawa
January 6, 2011 6:39 pm

Clearly the atmosphere is cooling the ocean, which is why it’s getting warmer 🙂
Seriously, when the error bars are so much greater than the value, then there is no trend any which way.

mike sphar
January 6, 2011 6:40 pm

Well this certainly confirms, it is a travesty afterall. Sort of like the holy grail. Monty Python anyone ?

January 6, 2011 6:41 pm

Gary Hladik says:
January 6, 2011 at 5:36 pm
I was struck by this quote from the article: “In our opinion, the missing energy problem is probably caused by a serious overestimate by TF [Trenberth and Fasullo] of FTOA, which, they state, is most accurately determined by modeling.” [emphasis added]
Was that a put-down?

That was a smackdown.

It's always Marcia, Marcia
January 6, 2011 6:41 pm

ARGO buoys are an enemy to those who wish to find warming oceans.