The IPCC: More Sins of Omission – Telling the Truth but Not the Whole Truth

Guest post by Indur M. Goklany

In an earlier post, The IPCC: Hiding the Decline…, I argued that even more egregious than the IPCC’s mistaken claim that Himalayan glaciers would be mainly gone by 2035, was the willful omission in the IPCC Working Group II’s 2007 Summary for Policy Makers (SPM) of the fact that global warming could reduce the net global population at risk of water shortage. That this was a willful decision on the part of the authors of the of the IPCC SPM is suggested by the fact that one of the Expert comments on the Second Order Draft (SOD) of the SPM had explicitly warned that: “It is disingenuous to report the population ‘new water stressed’ without also noting that as many, if not more, may no longer be water stressed (if Arnell’s analyses are to be trusted).”

In this post I will show that this was not an isolated incident, but part of a pattern. I will show that there are other sins of omission which are also very unlikely to have occurred due to ignorance of the impacts literature or careless reporting, and that it was probably due to a conscious effort to tell the truth, but not the whole truth.

Before identifying other sins of omission, I should note that over the years, our political leaders, e.g., President Clinton, Prime Minister Blair, President Chirac, President Sarkozy, Secretary General Ban Ki-moon — have told us frequently that global warming is one of the – if not the – most important policy issues facing the world today.  While there is no scientific or economic basis for such rhetoric (see, e.g., here, here, and here), it does show that policy makers ought to be very interested in how the impacts of global warming compare against other problems afflicting society.  [Without such a comparison how could one know that it was ( or was not) the most important problem or issue facing humanity?]  Therefore, one would think that any Summary for Policy Makers would be eager to shed light on this matter.

Contribution of Global Warming to Population at Risk of Hunger

Among the Expert comments on the Second Order Draft (SOD) of the SPM, (see page 28, Item A) was the following:

We note that global impact assessments undertaken by Parry et al. (1999, 2004) indeed indicate that large numbers will be thrown at risk for hunger because of CC; however, they also indicate that many more millions would be at risk whether or not climate changes. (see [sic] Goklany (2003, 2005a). Policy makers are owed this context. Withholding this nugget of information is a sin of omission. Without such information, policy makers would lack necessary information for evaluating response strategies and the trade-offs involved in selecting one approach and not another. One consequence of using Parry et al.’s results to compare population at risk for hunger with and without climate change is that it indicates that measures to reduce vulnerability to current climate sensitive problems that would be exacerbated by CC could have very high benefit-cost ratios. In fact, analyses by Goklany (2005a) using results from Parry et al. (1999) and Arnell et al. (2002) suggests that over the next few decades, vulnerability reduction measures would provide greater benefits, more rapidly, and more surely than would reactive adaptation measures or, for that matter, any mitigation scheme.  [Emphasis added.]

To which, the IPCC writing team responded thus:

This whole text, from lines 11 to 26, has been deleted. Tables SPM-1 and SPM-2 give greater insights into risks of hunger etc, with full confidence range from negative to positive changes.

But if we go through the current SPM, there is nothing that indicates that even in the foreseeable future, the contribution of global warming to hunger would be substantially smaller than that of non-global warming related factors. Any such statement would, of course, imply that, with respect to hunger, climate change is a smaller problem than proponents of drastic GHG controls would have us believe. That is, regarding hunger, at least, other problems should take precedence over global warming.

Contribution of Global Warming to Population at Risk of Malaria

On page 63 of Expert comments on the Second Order Draft (SOD) of the SPM, it is noted:

First, most of the information on these lines is based on Table 20.4. However, there are several problems with that table that need to be fixed; after that is done, these lines in the SPM should be fixed. The problems we have with Table 20.4 are the following:

A. Table 20.4 omits critical information that would provide a context in which CC impacts should be viewed. This information, which is also available in Arnell et al. (2002) — the same source used to construct this table — is the millions of people that are exposed to the stresses highlighted in this table (i.e., the population at risk) in the absence of climate change. This information should be included in an additional column. This compilation has already been done by Goklany (2005a) for the 2080s. It shows that for hunger, water stress and malaria — which inexplicably is not included in this table, although the data are available in Arnell et al (2002) — the population at risk in the absence of climate change exceeds the population at risk under the “unmitigated” or the S750 and S550 cases. This suggests that for these stresses through the 2080s (at least), non-climate change related factors are more important than climate change, and that existing hurdles to sustainable development would outweigh additional hurdles due to climate change (through 2085, at least). Reference: Goklany, I.M.: 2005a. “A Climate Policy for the Short and Medium Term: Stabilization or Adaptation?” Energy & Environment 16: 667- 680.

B. The implications of the relative magnitude of the populations at risk for the hazards noted above with and without climate change should be noted in the SPM (see Goklany 2005a).

C. This table only provides information on the millions of people for whom water stress is increased without providing a parallel estimate of the millions for whom water stress would be reduced.

The IPCC SPM writing team’s response was:

Text has been deleted and replaced by headline on page 18 line 16 and the following text. In particular, lines 25-29 in the old SPM, which were based on Table 20.4, have been deleted.

Table SPM-1 now presents broadly the same information in a more rigorous format. Full range of stabilisation and SRES profiles for 3 time slices are shown, together with examples of impacts related to various temperature changes.

And if one looks at the current SPM or Table 20.4 in the IPCC WG II report, it is silent on the fact that impacts analyses show that through the foreseeable future:

  • The contribution of global warming to future population at risk for malaria verges on the trivial,
  • The contribution of global warming to the population at risk for hunger is small,
  • Global warming could reduce the net population at risk of water shortage.

Noting these results from global impacts analyses would have undermined the case for drastic greenhouse gas emission reductions.

What’s truly remarkable about the above-noted comments on the SOD is that they are based on work done by Parry, Arnell, and their colleagues. But Parry was the Chairman of the IPCC Working Group II, and both were on the writing team for the SPM!  It wasn’t as if the comment was saying anything that they didn’t already know, since it was all based on their papers (and, in fact, had been brought to their attention a few times previously – but that is another story ). What seems to have been lacking was candor. Perhaps they didn’t want to get crossways with their political masters.  But if that was the case, what function does the SPM serve other than rubber stamp political leanings?

Regardless, they committed sins of omissions and, it seems, with due deliberation.

The IPCC: More Sins of Omission – Telling the Truth but Not the Whole Truth

Indur M. Goklany

In an earlier post, The IPCC: Hiding the Decline…, I argued that even more egregious than the IPCC’s mistaken claim that Himalayan glaciers would be mainly gone by 2035, was the willful omission in the IPCC Working Group II’s 2007 Summary for Policy Makers (SPM) of the fact that global warming could reduce the net global population at risk of water shortage. That this was a willful decision on the part of the authors of the of the IPCC SPM is suggested by the fact that one of the Expert comments on the Second Order Draft (SOD) of the SPM had explicitly warned that: “It is disingenuous to report the population ‘new water stressed’ without also noting that as many, if not more, may no longer be water stressed (if Arnell’s analyses are to be trusted).”

In this post I will show that this was not an isolated incident, but part of a pattern. I will show that there are other sins of omission which are also very unlikely to have occurred due to ignorance of the impacts literature or careless reporting, and that it was probably due to a conscious effort to tell the truth, but not the whole truth.

Before identifying other sins of omission, I should note that over the years, our political leaders, e.g., President Clinton, Prime Minister Blair, President Chirac, President Sarkozy, Secretary General Ban Ki-moon — have told us frequently that global warming is one of the – if not the – most important policy issues facing the world today.  While there is no scientific or economic basis for such rhetoric (see, e.g., here, here, and here), it does show that policy makers ought to be very interested in how the impacts of global warming compare against other problems afflicting society.  [Without such a comparison how could one know that it was ( or was not) the most important problem or issue facing humanity?]  Therefore, one would think that any Summary for Policy Makers would be eager to shed light on this matter.

Contribution of Global Warming to Population at Risk of Hunger

Among the Expert comments on the Second Order Draft (SOD) of the SPM, (see page 28, Item A) was the following:

We note that global impact assessments undertaken by Parry et al. (1999, 2004) indeed indicate that large numbers will be thrown at risk for hunger because of CC; however, they also indicate that many more millions would be at risk whether or not climate changes. (see [sic] Goklany (2003, 2005a). Policy makers are owed this context. Withholding this nugget of information is a sin of omission. Without such information, policy makers would lack necessary information for evaluating response strategies and the trade-offs involved in selecting one approach and not another. One consequence of using Parry et al.’s results to compare population at risk for hunger with and without climate change is that it indicates that measures to reduce vulnerability to current climate sensitive problems that would be exacerbated by CC could have very high benefit-cost ratios. In fact, analyses by Goklany (2005a) using results from Parry et al. (1999) and Arnell et al. (2002) suggests that over the next few decades, vulnerability reduction measures would provide greater benefits, more rapidly, and more surely than would reactive adaptation measures or, for that matter, any mitigation scheme.  [Emphasis added.]

To which, the IPCC writing team responded thus:

This whole text, from lines 11 to 26, has been deleted. Tables SPM-1 and SPM-2 give greater insights into risks of hunger etc, with full confidence range from negative to positive changes.

But if we go through the current SPM, there is nothing that indicates that even in the foreseeable future, the contribution of global warming to hunger would be substantially smaller than that of non-global warming related factors. Any such statement would, of course, imply that, with respect to hunger, climate change is a smaller problem than proponents of drastic GHG controls would have us believe. That is, regarding hunger, at least, other problems should take precedence over global warming.

Contribution of Global Warming to Population at Risk of Malaria

On page 63 of Expert comments on the Second Order Draft (SOD) of the SPM, it is noted:

First, most of the information on these lines is based on Table 20.4. However, there are several problems with that table that need to be fixed; after that is done, these lines in the SPM should be fixed. The problems we have with Table 20.4 are the following:

A. Table 20.4 omits critical information that would provide a context in which CC impacts should be viewed. This information, which is also available in Arnell et al. (2002) — the same source used to construct this table — is the millions of people that are exposed to the stresses highlighted in this table (i.e., the population at risk) in the absence of climate change. This information should be included in an additional column. This compilation has already been done by Goklany (2005a) for the 2080s. It shows that for hunger, water stress and malaria — which inexplicably is not included in this table, although the data are available in Arnell et al (2002) — the population at risk in the absence of climate change exceeds the population at risk under the “unmitigated” or the S750 and S550 cases. This suggests that for these stresses through the 2080s (at least), non-climate change related factors are more important than climate change, and that existing hurdles to sustainable development would outweigh additional hurdles due to climate change (through 2085, at least). Reference: Goklany, I.M.: 2005a. “A Climate Policy for the Short and Medium Term: Stabilization or Adaptation?” Energy & Environment 16: 667- 680.

B. The implications of the relative magnitude of the populations at risk for the hazards noted above with and without climate change should be noted in the SPM (see Goklany 2005a).

C. This table only provides information on the millions of people for whom water stress is increased without providing a parallel estimate of the millions for whom water stress would be reduced.

The IPCC SPM writing team’s response was:

Text has been deleted and replaced by headline on page 18 line 16 and the following text. In particular, lines 25-29 in the old SPM, which were based on Table 20.4, have been deleted.

Table SPM-1 now presents broadly the same information in a more rigorous format. Full range of stabilisation and SRES profiles for 3 time slices are shown, together with examples of impacts related to various temperature changes.

And if one looks at the current SPM or Table 20.4 in the IPCC WG II report, it is silent on the fact that impacts analyses show that through the foreseeable future:

· The contribution of global warming to future population at risk for malaria verges on the trivial,

· The contribution of global warming to the population at risk for hunger is small,

· Global warming could reduce the net population at risk of water shortage.

Noting these results from global impacts analyses would have undermined the case for drastic greenhouse gas emission reductions.

What’s truly remarkable about the above-noted comments on the SOD is that they are based on work done by Parry, Arnell, and their colleagues. But Parry was the Chairman of the IPCC Working Group II, and both were on the writing team for the SPM!  It wasn’t as if the comment was saying anything that they didn’t already know, since it was all based on their papers (and, in fact, had been brought to their attention a few times previously – but that is another story ). What seems to have been lacking was candor. Perhaps they didn’t want to get crossways with their political masters.  But if that was the case, what function does the SPM serve other than rubber stamp political leanings?

Regardless, they committed sins of omissions and, it seems, with due deliberation.

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MattN
January 25, 2010 11:18 am
Milwaukee Bob
January 25, 2010 11:20 am

jaypan (09:58:27) :
Interesting AND chilling comparison. A lie is a lie, “spoken” by fanatical despots and foisted (and believed by many) on local populations, or “published” by modern-day fanatical ideologues (and believed by many) on the world, they are still lies….. lies that result in millions dying…… which has always been my greatest concern, NOT that some or another political policy will turn on the Rule of Unintended Consequences and kill millions, but that one of those “believers” will be in the right/wrong place and in there wild-eyed fanaticism to sve the world from a lie – – kills us all….
“SCIENTIST CREATE NON-BACTERIA THAT CAN EAT CO2 OUT OF THE ATMOSPHERE TO REDUCE GLOBAL WARMING”
REPLY: Trees work just as well if not better. -A

rbateman
January 25, 2010 11:21 am

After reading Horner’s book “Red Hot Lies”, I have come to the conclusion that the IPCC/AGW is really after population reduction. Thier view of technology is as a threat to GAIA, and every soul born on the planet into consumer society is another evil polluter.
I have oft posed this question: Are these people actually human?

Gary Hladik
January 25, 2010 11:24 am

IPCC: “We have good news and bad news about global warming.”
World: “OK, give us the bad news first.”
IPCC: “Global warming will lead to environmental harm, financial losses, and excess deaths in some parts of the world.”
World: “OK, now give us the good news about global warming.”
IPCC: “No.”

prijo
January 25, 2010 11:25 am

When you are fed poo long enough, you begin to like the taste of poo, and when someone tries to tell you there is something better than poo, you say “no thanks, i like this poo just fine”.
I know people, that in spite of all of these revelations about scientific fraud and outright lies, still swear by the poo they have been fed and simply refuse to taste the truth, poo is just fine with them. Very frustrating.

Alan S
January 25, 2010 11:27 am

Meanwhile in the land of the greenies; the Gaurdianistas are ripping at their hair shirts because the banks are pulling the plug on carbon trading.
Follow the money as they say 🙂
http://www.guardian.co.uk/environment/2010/jan/24/carbon-emissions-green-copenhagen-banks

Herman L
January 25, 2010 11:29 am

REPLY: Ah better living through trolling….are you referring to the IPCC report? If so, take a look around, its about to go down the tubes. -A
You didn’t answer my question. I hear again the phrase that “The IPCC is all wrong,” yet none of the scientific minds behind that assertion have provided me with the report that proves that. So, you are making a prediction that some scientists are on the verge of coming out of the woodwork after two years in hiding and will present their findings that the IPCC 4AR is wholy and completely wrong? When can I see that publication? And who are these (with apologies to Steven Speilberg) “TOP MEN?”
UPDATE: Well Herman, or whomever you are, you’ve earned yourself a penalty box status. You’ve been switching around your handle and email address, a no-no here. You’ve been “Steve K” using a different email address. One of the great things about wordpress is that it provides reports on such things. Settle on one name, one valid email address- A
You seem to spend a lot of time worry about people’s names when they disagree with you rather than what they have to say. Send me an email and I will be glad to reply back to prove it’s a real address (after I finish gnawing on a bone I just dug up inthe yard).
REPLY: The issue isn’t that of a valid email address, it is why do you need two personas? Which one is real? Why should we trust anything you say when you take on the role of a shape shifter online? People that I also agree with get the same treatment here, if you play shenanigans, you get the penalty box. See the policy page.
I think you are unable to see beyond your own biases. When the scientist that made the report with 2035 glacier melt date admits they knew of its falsity, and admits they used it for political pressure, and then when you see NASA removing it from their web page without notice, and you see Lord Stern’s report quietly changed, you don’t need a peer reviewed report to see what is going on.
Herman/Steve/person I feel sorry for your inability to grasp what is happening, and for your need to play games with your identity. Most importantly however, my answer does not matter, your opinion is cemented, and you can’t see beyond debating minutiae, such as your argument over the use of the word “more”. So discourse is a waste of time. – Anthony

January 25, 2010 11:31 am

Here we have two more of the projected injuries due to global warming alleged in Massachusetts v. EPA invalidated, water shortage and disease.
From the Injury section of the majority decision:
“…significant reduction in water storage in winter snowpack in mountainous regions with direct and important economic consequences,. ibid., and an increase in the spread of disease…”
In the last 24 hours four of the alleged injuries that were used to justify EPA regulation of CO2 have been shown to be invalid.
1. Glacier retreat.
2. More hurricanes.
3. Fresh water shortages.
4. Spreading disease.
That should be enough for the Supreme Court to revisit the decision. But better to wait until the IPCC is discredited as an organization and take away the appeal to authority argument that carried the day in2007.

JonesII
January 25, 2010 11:32 am

TerrySkinner (10:51:43) : If the Climate Change Creed expects to succeed, it needs, right now, martyrdom, a lot of martyrs….

JonesII
January 25, 2010 11:33 am

May we suggest a few?

Andrew30
January 25, 2010 11:33 am

Moderator:
RE: Herman L (10:36:27) :
“You’ve been switching around your handle and email address”
And we have been wondering who these thousands of scientists are.
We should have known they don’t exist; they are made of the same kind of fiction and lies as the ‘Herman L’, likely an astrophysicist whereas ‘Steve K’ is clearly a marine climatologist (whatever that might be). They have many hats, perhaps ‘Herman L’ is really ‘Bartholomew Cubbins’; he had 500 hats. Few more like that and thousands become easy.
Lies, lies, lies.
Where exactly is the list of names, titles and places of work for these thousands of scientists? If someone has the details please point me at them, I’d be worth a scratch under the surface at least.

wayne
January 25, 2010 11:46 am

rbateman (11:21:18) :
“Are these people actually human?”
Maybe you should read:
http://www.telegraph.co.uk/science/space/7068765/The-search-for-aliens-should-start-on-Earth-not-outer-space-says-scientist.html

January 25, 2010 11:47 am

Now this is AMAZING:
The German Spiegel magazine actually reporting on the shortcomings of the IPCC!!!! This is historic!
I fell off my chair, rubbed my eyes, pinched myself a dozen times – and the report was still there! It really is from Der Spiegel.
http://www.spiegel.de/international/world/0,1518,673944,00.html
h/t:
http://klimazwiebel.blogspot.com/2010/01/save-ipcc.html

Jeef
January 25, 2010 11:48 am

From my Insurance Industry perspective (good money, great job; it’s the last great people industry!) , companies like Allianz and Munich Re talk up catastrophe to keep reinsurance premium high (that’s the premium insurance companie spay to cover their own backsides against catastrophes that would otherwise bankrupt them).
There’s no doubting that natural disasters are big ticket items to reinsurers, but it’s equally obvious that the potential costs in this sector are generally due to human encroachment on nature – living on flood plains, in the paths of hurricanes, building in countryside prone to wildfires and burns, etc. In terms of AGW they’d have a vested interest in the scare story to justify risk pricing.
They’d be accessing the same research everyone else is though, and the IPCC reports would be much more likely to be on the desk of the climate team than a link to WUWT.

Jeef
January 25, 2010 11:49 am

Sorry – that last one was @Paulo. Took too long to type!

January 25, 2010 11:50 am

I think the Germans ought to hear what the rest of the world thinks. So please do send your comments to the klimazwiebel (climate onion) blog link I just potsed above.
IT’S IN ENGLISH.

Tenuc
January 25, 2010 11:51 am

I’m starting to feel sorry for the true believers in CAGW.
Must be difficult for them to keep the faith when their prophets of doom turn out to be liars and cheats. However, the good news is that they can turn the central heating back up and trade in the Prius for a decent SUV :-))

John Blake
January 25, 2010 11:57 am

Nihilistic Luddite sociopaths such as Hansen et al. (see Erhlich’s “Population Bomb” of 1968, review “Science Czar” [sic] John Holdren’s characterization of humanity as “a mass of seething maggots” [1974]) are the apocalyptic horseman of Copenhagen’s New World Order– a Green Gang of death-eating Climate Cultists bent on subverting global energy economies for their own benefit.
Not only Pachauri’s indelibly corrupt, incompetent IPCC but the kakistocratic UN itself is ripe for dissolution. Since Dag Hammarskjold’s assassination in 1964, this organization has consistently acted in bad faith, under false pretenses, to exacerbate every crisis from Arab-Israeli conflicts to Cambodian and Rwandan democides, enabling rogue regimes from Iran to North Korea to threaten nuclear exchanges akin to Sarajevo redux.
As global demographics crater, as Earth’s current Holocene Interglacial Epoch fades to Ice Time before a looming maunder Minimum, the very last thing anyone needs is a clutch of conspiratorial Warmist dolts profiteering at society’s expense. Climategate has already lasted much too long and gone way too far.

Andrew30
January 25, 2010 12:06 pm

Jeef (11:48:20) :
There are a few insurance companies in the list of funders for the CRU. Shocking isn’t it.

John Whitman
January 25, 2010 12:21 pm

” Gary Hladik (11:24:10) :
World: “OK, now give us the good news about global warming.”
IPCC: “No.” ”
Gary, that was priceless. It would make a wonderful late night talk show dialog opening line.
John

Chuck
January 25, 2010 12:22 pm

The person posting under “someone” and other names is using the logical fallacy called Appeal to Authority. I’ve tried to have a rational discussion with these people but it is impossible since their entire argument is based on those in authority are right, and if you disagree, you are wrong. No amount of contrary evidence that you present causes them to waiver.
They believe that those of us who have not spent our lives professionally studying the subject cannot have any understanding of it at all and any contrary arguments we make are to be dismissed out of hand.
Not in my world.
I’m not a believer in the idea that without a PhD after your name, you cannot have obtained at least a general understanding of the subject.
People earn my respect and become authorities on a subject because they make rational arguments which are proven to work in the real world. But they always need to be monitored and questioned to make sure they continue to deserve to be regarded as authorities.

Dave Wendt
January 25, 2010 12:34 pm

Mr.Goklany
Thanks for another excellent piece. I always appreciate your analyses, perhaps because they tend to reinforce my personal prejudices on these matters. I have thought from the very beginning, intuitively at first but continuously enhanced as I explored deeper, that even if you were to stipulate to all the BS[bad science] of CO2 as a primary driver of global warming trends, even the most rudimentary kind of opportunity cost analysis shows that the planned prescriptions are exactly wrong.
For me, the CAGW controversy has always broken down into GW[likely, but uncertainly quantified], A[arguable, but with increasing evidence tending toward unlikely], and C[almost intuitively obviously completely wrong].
WUWT has been one of my favorite websites for a long time. It’s almost always educational, enlightening, and frequently entertaining. But I do find it frustrating at times that the focus on the statistical minutiae of the GW and A aspects the argument often misses the implicit truth that, given the lamentable state of our present observational tools, even the most rigorously conducted statistical analysis will still leave you with something that is more than several removes away from reality. Something which may provide valuable hints, suspicions and indications about what is happening in the real world, but is probably years or maybe even decades away from providing anything that could reasonably be classified as “knowledge”. Indeed, given the agenda driven distortions introduced into “climate science” over the last several decades, I think an argument can be made that, despite investing more than the combined costs of the Manhattan and Apollo projects in the effort, we are now further from actually “knowing” anything about the climate than when we began.
This is frustrating because the kind of analysis you, Mr. Lomborg and others provide offers a more compelling, more easily understood, and therefore more devastating deconstruction of the CAGW charade than any breakdown of proxies, maladjustments, homogenizations, manipulations, etc. could hope to equal.
Thanks once again for you efforts.

DirkH
January 25, 2010 12:35 pm

“P Gosselin (11:47:14) :
Now this is AMAZING:
The German Spiegel magazine actually reporting on the shortcomings of the IPCC!!!! This is historic!
I fell off my chair, rubbed my eyes, pinched myself a dozen times – and the report was still there! It really is from Der Spiegel.
http://www.spiegel.de/international/world/0,1518,673944,00.html

and it’s written by von Storch, Roger Pielke and Richard Tol.
von Storch is in Hamburg and Der Spiegel is in Hamburg. (and me ATM ;-))
and this is the 2nd time von Storch writes for them. They seem to get along…

Richard Heg
January 25, 2010 12:38 pm

Rajendra Pachauri told BBC News: “I am not going to stand down, I am going to stand up.”
http://news.bbc.co.uk/2/hi/science/nature/8479795.stm

Harry
January 25, 2010 12:38 pm

someone (09:27:34) :
“Global warming is real. Read up on the science instead of listening to a blogger.”
Let’s see, the last ‘alarming’ glacial retreat on Mt Rainier happened in the 30’s, follow by an advance that continued until the late 70’s…then we had another retreat begin in the 1980’s.
Conclusion…we had warming then we had cooling now we have warming and soon we will have cooling again. It’s called the Pacific Decadal Oscillation. Otherwise known as ‘natural variation’ or ‘the weather’