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Monday, July 24, 2017

+Myth: The Sun Caused Recent Global Warming and the Tropical Stratosphere Warmed

The outline for this post is as follows:
  1. The Myth and Its Flaws
  2. Context and Analysis (divided into multiple sections)
  3. Posts Providing Further Information and Analysis
  4. References

This is the "+References" version of this post, which means that this post contains my full list of references and citations. If you would like an abbreviated and easier to read version, then please go to the "main version" of this post.

References are cited as follows: "[#]", with "#" corresponding to the reference number given in the References section at the end of this post.




1.  The Myth and Its Flaws



The myth states that the tropical stratosphere, a layer of the middle atmosphere, warmed and that the Sun caused most of the recent global warming. 

John Christy [1 - 4; 331, page 36], Jospeh D'Aleo [1; 2], and James Wallace III are the main proponents of this myth [1; 2]. I will refer to these three proponents as "Christy et al." in this post.

The myth's flaws: in a non-peer-reviewed blogpost/"report", Christy et al. claim the tropical stratosphere warmed [2, pages 24 and 25], even though Christy knows the tropical stratosphere actually cooled [7, table 1 on page 1694 and figure 1 on page 1697; 31; 55]. This distortion allows Christy et al. to:
  1. conceal stratospheric cooling [2, pages 24 and 25], one of the signs of carbon-dioxide-induced (CO2-induced) global warming [18; 21; 23 - 28; 29],
  2. unfairly criticize government attempts to limit CO2 emissions [1; 2], and
  3. manufacture false evidence of long-term solar-induced warming, in the form of stratospheric warming [2, pages 24 and 25].
Christy then cited this misleading blogpost/"report" in his Congressional testimony, using the "report" as evidence that natural factors such as the Sun, but not CO2, caused recent global warming [3, page 10; 4; 331, page 36]. Christy makes this claim, despite the fact that Christy et al. do not address well-known evidence showing that the Sun did not cause most of the recent global warming [1; 2]. Christy also knows his solar-induced warming hypothesis is wrong [206, page 514], and he supported the hypothesis using indices [1, page 18; 2, page 18] he objects to [206, page 514]. So Christy misled Congress, and likely did so knowingly. In doing so, Christy obscured the fact that increased levels of greenhouse gases such as CO2, not increased solar activity, caused most of the recent global warming [25; 65 - 68; 89; 119; 145 - 181; 200; 208; 241; 261; 262; 280; 281; 310; 332; 358; 363; 364; 366, chapter 3; 380; 384; 385, pages 22 - 24; 386, page 57]. 
(I make a more detailed case for CO2-induced global warming in "Myth: Attributing Warming to CO2 Involves the Fallaciously Inferring Causation from a Mere Correlation".)


[Side-note: This myth motivated me to start blogging again; it also helped change the way I view the climate science debate, as I discuss in "John Christy and Atmospheric Temperature Trends". So if you want to blame someone for me blogging again, then blame the three proponents of this myth.] 




2. Context and Analysis



Section 2.1: Solar-induced warming vs. CO2-induced warming 


Earth's atmosphere contains multiple layers. The layer closest to the Earth's surface air is known as the troposphere. Above the troposphere is the tropopause, and above the tropopause is the stratosphere [5 - 7]. So the order of these atmospheric layers, from highest to lowest, is as follows:
  1. Stratosphere
  2. Tropopause
  3. Troposphere
Please keep this order in mind, because it will be important for understanding Christy et al.'s myth. 

Examining the stratosphere is useful because different factors produce different stratospheric temperature trends. For example:
  • Ozone reduction, due to factors such as human production of ozone-depleting chlorofluorocarbons (CFCs) [8 - 14; 195; 196; 198; 222; 264; 287; 383; 401, pages 27.31, 27.32, and 27.44], causes strong stratospheric cooling [15 - 23; 29; 102; 115, page 65; 192, figure 9.1 on page 675; 195; 196; 198; 212, figure 18; 215; 222; 223; 264; 279; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 287; 381, page S19; 383; 401, pages 27.42 and 27.43]
  • Carbon-dioxide-induced (CO2-induced) global warming results in strong stratospheric cooling [6; 18; 21; 23 - 29; 102; 115, page 176; 116, page 409; 192, figure 9.1 on page 675; 195; 196; 198; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250 and page 251; 215; 222; 223; 264; 279; 282, figure 13; 283, plate 2 on page 6837; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 287; 302; 329, pages S19 and S20; 359; 381, page S19; 383; 401, pages 27.42 and 27.43]
  • Solar-induced global warming results in mostly stratospheric warming; solar-induced warming does not account for strong stratospheric cooling [20; 24 - 26; 29 - 35; 110; 192, figure 9.1 on page 675; 212, figure 8; 215; 282, figure 10; 283, plate 3 on page 6838; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 304, figure 3b and page 2048; 383; 401, page 27.42]

(A number of sources explain why increased CO2 cools the stratosphere [27; 95; 115, page 176; 116, page 409; 199, section on "Early Work: The 1980s"; 201, page 7; 305, page 98; 306, page 192; 340; 389, section 4], though the mechanisms behind this cooling are not crucial to the points made in this blogpost)

So the stratosphere allows scientists to distinguish different causes of global warming: stratospheric warming would be consistent with warming caused by increased solar output [20; 24 - 26; 29 - 35; 110; 192, figure 9.1 on page 675; 212, figure 8; 215; 282, figure 10; 283, plate 3 on page 6838; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 304, figure 3b and page 2048; 383; 401, page 27.42], while stratospheric cooling would fit with warming caused by increased CO2 levels [6; 18; 21; 23 - 29; 102; 115, page 176; 116, page 409; 192, figure 9.1 on page 675; 195; 196; 198; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250 and page 251; 215; 222; 223; 264; 279; 282, figure 13; 283, plate 2 on page 6837; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 287; 302; 329, pages S19 and S20; 359; 381, page S19; 383; 401, pages 27.42 and 27.43]. These points are so basic that the United States National Aeronautics and Space Administration (NASA) discusses them in their laymen's level explanation of climate science [36; 37]:

"A second smoking gun is that if the sun were responsible for global warming, we would expect to see warming throughout all layers of the atmosphere, from the surface all the way up to the upper atmosphere (stratosphere). But what we actually see is warming at the surface and cooling in the stratosphere. This is consistent with the warming being caused by a build-up of heat-trapping gases near the surface of the Earth, and not by the sun getting “hotter.” [36]"

These points are also re-affirmed in the following 2006 U.S. Climate Change Science Program document that Christy co-authored [29, pages 5 and 8]:


Figure 1: Summary of factors influencing global climate, and the predicted effects of these factors. The top two rows are the primary non-anthropogenic/natural forcing factors, while the other rows summarize the main anthropogenic (man-made) factors. Some of the listed effects last only a few years (ex: volcanic warming of the stratosphere), while other effects last longer (ex: the effects of well-mixed greenhouse gases last for decades to centuries). Note that CO2-induced global warming would cool the stratosphere, while solar-induced warming would warm the stratosphere [29, table 1 on page 5].

This is where Christy et al.'s myth comes in. In their non-peer-reviewed blogpost (or a "report", as Christy et al. call it), Christy et al. conclude that increased total solar irradiance (TSI) from the Sun caused most of the recent global warming [1, pages 57 and 68; 2, pages 4, 71, and 72; 3, page 10; 4; 331, page 36]. Christy cites this "report" conclusion in his Congressional testimony [3, page 10; 4; 331, page 36]. As Christy says in his testimony:

"Indeed, I am a co-author of a report in which we used a statistical model to reproduce, to a large degree, the atmospheric temperature trends without the need for extra greenhouse gases. In other words, it seems that Mother Nature can cause such temperature trends on her own, which should be of no surprise [4; 331, page 36]."

In their "report," Christy et al. also claim that CO2 had no observable, significant effect on recent temperature trends [1, page 4; 2, page 4]. One could test this claim by examining stratospheric temperature to see if there is CO2-induced stratospheric cooling or solar-induced stratospheric warming. A number of scientists already performed this test.

The scientific evidence indicates that ozone depletion [6; 17 - 23; 31; 102; 195; 196; 198; 215; 222; 223; 264; 279; 287; 329, page S19; 381, page S19; 383; 401, pages 27.42 and 27.43] and increased CO2 [6; 18; 21; 23 - 29; 102; 195; 196; 198; 215; 222; 223; 264; 279; 287; 302; 329, page S19; 381, page S19; 383; 401, pages 27.42 and 27.43] caused stratospheric cooling up to the mid-1990s [6; 19; 20; 23; 28; 29, pages 8, 9, 12, and 13; 31; 38 - 44; 71 - 73; 102; 195; 196; 198; 215; 222; 223; 264; 279; 287; 302; 329, page S19; 381, pages S19 and S20; 383; 401, pages 27.42 and 27.43], as predicted by the scientific community during the 1960s, 1970s, and 1980s [15; 16; 45, from 26:23 to 29:54; 46 - 50; 105, figure 6 on page 71; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250, page 251, figure 18 on page 252, and page 252; 337, figure 14 on page 518]. Ozone stabilization (in response to anti-CFC international agreements such as the Montreal Protocol [8 - 14; 264, pages 599 and 600; 287; 329, page S19; 362; 383; 401, pages 27.31, 27.32, and 27.44]) mitigated [17 - 22; 31; 198; 223, 264; 279, figure 1; 287; 329, page S19; 362; 381, page S19; 383] stratospheric cooling from the mid-1990s to the present [22; 28; 29; 31; 198; 213, figure 18; 223; 264; 279, figure 1; 287; 302; 329, page S19; 357, figure 11; 381, pages S19 and S20; 383]. Post-1997 stratospheric cooling remains in many data-sets [17 - 20; 39 - 44; 102; 113; 114; 198; 213, figure 18; 235; using 236, as per 237; 279, figure 1; 286, figure 5; 302; 329, page S20; 357, figure 11; 359; 381, pages S19 and S20; 383], however, especially higher in the stratosphere [17 - 20; 39 - 42; 44; 102; 113; 114; 198; 213, figure 18; 235; 236, as per 27; 279, figure 1; 286, figure 5; 302; 329, page S20; 357, figure 11; 359; 381, pages S19 and S20; 383] where CO2-induced cooling is more pronounced [17; 18; 192, figure 9.1 on page 675; 196; 201, figure 4; 205, pages 101 and 102; 264; 279; 285, figure 1.3 on page 25; 287, section 1; 329, page S20; 359; 381, page S19; 383] (I present some published images of this in a multi-tweet Twitter thread [325]).

This is in agreement with scientific predictions made in the 1970s and 1980s [15; 16; 51; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250 and page 251]. For instance, since at least the 1960s, scientists have known that CO2-induced stratospheric cooling increases with increasing stratospheric height [105, figure 6 on page 71; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250 and page 251]. In 1980, this point was even acknowledged by scientists working for the fossil fuel company Exxon [202, figure 3; 333, figure 4], consistent with energy industry scientists' acceptance of greenhouse-gas-induced climate change [202; 214; 265 - 268; 274; 308, page 14; 312; 333; 334, page App. 637, citing 336, page 221; 335, page 021, citing 336, page 221; 399]. 

Christy understood these points going to at least 1993 [327, page 1203; 328; 381, page S19]. The following quotes from Christy illustrate this point, with the first quote coming from a 1993 scientific paper he co-authored and the second quote coming from his 1997 political testimony:

"The decadal cooling trend of -0.44°C in Fig. 8 is due to a step function—like drop in lower stratospheric temperatures occurring during the El Chichón event. The net downward trend is consistent with ozone depletion observed by the Nimbus-7 Total Ozone Mapping Spectrometer (TOMS) during this period [...], but also qualitatively consistent with CO2 increases [...]. The timing of the cooling relative to the El Chichén eruption supports the view that it might be related to volcanic aerosol-enhanced destruction of ozone [...] [327, page 1203]."

"It is widely thought that the loss of stratospheric ozone, both naturally from volcanic events and from human-generated chemicals, has caused this overall cooling. The increase in greenhouse gases, which will cause stratospheric cooling, is probably a factor as well, though smaller [328]."

Christy re-emphasized these points in a chapter he co-authored for an August 2018 American Meteorological Society (AMS) document:

"After Pinatubo (and perhaps El Chichón), LST [lower stratospheric temperature] declined to levels lower than prior to the eruption, giving a stair-step appearance. Ozone depletion and increasing CO2 in the atmosphere contribute an overall decline [emphasis added], so trends in global LST are clearly negative until approximately 1996. [...] 
Absence of lower stratospheric cooling in the global mean since 1996 is due to recovery of the ozone layer, especially at high latitudes, as the Montreal Protocol and its Amendments on ozone-depleting substances has taken effect [...] [329, page S19].
[...]
At higher levels of the stratosphere [...] the observed trend is approximately −0.7°C [per decade] of which 75% is estimated to result from enhanced greenhouse gas concentrations and most of the remaining decline from ozone loss [emphasis added, and citations removed] [...] [329, page S20]."

So scientists, including John Christy, observed the stratospheric cooling predicted for multi-decadal CO2-induced warming, but they did not observe the stratospheric temperature trends predicted for multi-decadal solar-induced warming. The contrarian Ross McKitrick [316; 317; 318, pages 25 - 30; 319], a research colleague of Christy's [315], often obscures these points [313; 314].  


Section 2.2: The evasions and fabrications of Christy et al. on stratospheric cooling 


Christy et al. do not mention any of the aforementioned evidence in their "report's" 1st edition from August 2016, even though this evidence serves as a useful test for their claims regarding CO2-induced warming and solar-induced warming. Instead they examine temperature trends at, and below, the upper troposphere in the tropics [1, pages 13 and 59], thereby avoiding the stratosphere. Christy et al. do mention [1, page 23] a paper that shows tropical stratospheric cooling [6], but they fail to mention that the paper shows this cooling [1, page 23]. Figure 2 presents some weather-balloon-based atmospheric temperature data from said paper:


Figure 2: Tropical warming/cooling trend versus height for weather balloon measurements (from a latitude of  30°N to 30°S, unless otherwise noted)depicting stratospheric cooling and increasing tropospheric warming with increasing altitude. Pressure decreases from the Earth's surface (near the bottom of the y-axis) to the troposphere to the stratosphere (near the top of the y-axis) [6]. The tropical troposphere lies below 150 hPa, while the tropical stratosphere is above 70hPa [5]. The green line extends to the beginning of satellite era of atmospheric temperature measurements (1979), while the purple line extends to before the satellite era. The inset legend for circles, diamonds, etc. indicates different temperature trends given different data analysis choices. The blue line roughly indicates the warming pattern expected for a moist adiabat [6] (see "Myth: The Tropospheric Hot Spot does not Exist" for more on what a moist adiabat is).


Figure 2 shows tropospheric warming lower in the atmosphere, at atmospheric pressures greater than 150 hPa, along with stratospheric cooling higher in the atmosphere, at pressures of 70 hPa and less [6]. Christy et al. also cite three other weather balloon analyses (RAOBCORE, RICH, and RATPAC) [1, page 23; 2, page 21] and two satellite-based analyses (UAH and RSS) [1, pages 26 - 28 and 49 - 52; 2, pages 27 - 32 and 54 - 57], each of which show tropospheric warming and stratospheric cooling in the tropics [29, page 13; 31; 52, figure 9 on page 3710; 71, figure 3 on page 378; 108; 198; 235; 293, figure 3]. 

So the observations from Christy et al.'s cited sources match the atmospheric pattern one would expect for CO2-induced warming, but not solar-induced warming, as indicated in figure 1. Christy should know this, since he co-authored a 2006 report showing this pattern of tropospheric warming and stratospheric cooling in weather balloon analyses and satellite analyses [29, pages 12 and 13]. Yet Christy et al. conveniently avoid addressing this pattern, even though in a 2017 AMS document Christy again depicts this tropospheric warming and stratospheric cooling [207, pages S16 - S19].

Christy et al. remain at pressure levels of 150 mb and greater (equivalent to a pressure of 150 hPa and greater), keeping them at or beneath the upper troposphere [1, pages 13 and 59]. This allows them to avoid the stratospheric cooling present in figure 2 above 150 hPa; thus Christy et al. evade this evidence against their solar-induced warming hypothesis. Figure 3 shows the highest atmospheric layer Christy et al. examine in their "report's" 1st edition, at an atmospheric pressure of 150 mb:


Figure 3: A portion of table XXIII-1 from the 1st edition of Christy et al.'s "report." In this portion of the table, Christy et al. use weather balloon data from 150 mb, weather balloon data from 200 mb, and mid-troposphere temperature (TMT) satellite data as indicative of tropical upper tropospheric temperature. The numbers on the right indicate the "r bar squared" values for these data-sets [1, page 59].

So instead of addressing stratospheric cooling, Christy et al. avoid the cooling by making sure to stay below the stratosphere in their "report's" 1st edition. This sort of evasion is common among "skeptics" of man-made, CO2-induced climate change. Thus Christy et al.'s evasion does not shock me, despite the fact that it involves Christy willfully evading points he has known since at least 1993 [327, page 1203; 328], as I discussed in section 2.1. What shocks me is what they did in their "report's" 2nd edition [2]: Christy et al. make stuff up.

In their "report's" 2nd edition from April 2017, they re-label 150 mb as the tropical stratosphere on at least three different occasions [2, pages 24 and 70], and thus knowingly mislead their audience. Christy et al. use their misrepresentation to make it look as if the tropical stratosphere warmed, as shown in figure 4 below:


Figure 4: This is figure VIII-3 from the 2nd edition of their "report" [2, page 25]. This (supposedly) shows tropical stratospheric data from three weather balloon data-sets [2, page 24].

Then they claim that CO2 has no observable impact on this stratospheric warming trend:

"For comparison to the rest of the results presented in this report, Tropical Stratospheric 150 mb Balloon Data is shown next in Figure VIII-3. Interestingly, the 1977 shift is still evident. But not surprisingly, the overall model explanatory power is lower [...]. Nevertheless, no impact of CO2 is evident [...] [2, page 24]."

Hilariously, Christy et al. fail to completely cover their tracks, since they say 150 mb is part of the tropical troposphere, not the tropical stratosphere, elsewhere in the "report's" 2nd edition [2, page 62]:


Figure 5: A portion of table XIII-1 from the 2nd edition of Christy et al.'s "report." In this portion of the table, Christy et al. use weather balloon data from 150 mb, weather balloon data from 200 mb, and mid-troposphere temperature (TMT) satellite data as indicative of tropical tropospheric temperature. They call 150 mb the lower troposphere [2, page 63]; this conflicts with their "report's" 1st edition, in which they claim 150 mb is part of the tropical upper troposphere, as shown in figure 3 [1, page 59]. 150 mb should be part of the upper, not lower, troposphere since 150 mb is higher in the atmosphere 200 mb [5; 52 - 54] and figure 5 notes that 200 mb is part of the tropical upper troposphere [2, page 63]. So figure 5 contradicts atmospheric physics and an earlier figure [1, page 59] from the "report's" first edition.

They also state that their solar-induced warming model does not explain the 150 mb stratospheric temperature very well [1, pages 24 and 70]. This represents their tacit admission that they failed to adequately explain tropospheric temperature, since the 150 mb data they refer to is tropospheric temperature, not stratospheric temperature. 150 mb (which is equivalent to 150 hPa) represents the border between the tropical lower tropopause and the tropical upper troposphere [5; 52 - 54], not the tropical stratosphere:

"We present an overview of observations in the [tropical tropopause layer] [...]. We present a synthesis definition with a bottom at 150 hPa [...] and a top at 70 hPa [...] [5]."

Even the paper cited by Christy et al. [1, page 23; 2, page 21] states that 150 hPa is around the tropical tropopause region that is associated with a transition from tropospheric warming to stratospheric cooling [6]. This transition is shown in figure 2 above, which comes from said paper [6]. This paper also shows strong, tropical stratospheric cooling [6], as shown in figure 2 and figure 6 below:


Figure 6: Temperature in the lower stratosphere at 50 hPa, relative to a baseline [6].

The strong, tropical stratospheric cooling displayed in figures 6 and 2 contrasts with Christy et al.'s made-up stratospheric warming shown in figure 4; so Christy et al. misrepresent tropospheric warming as being stratospheric warming [2, pages 24 and 70]. This is ironic since for years Christy (falsely) claimed that the tropical troposphere had not warmed [45, from 36:31 to 37:10; 103 - 105; 106, pages 5 and 6; 197; 299 - 301; 303; 355; 379], yet Christy now attempts to exploit the tropospheric warming that he long denied.

Other research also shows tropical stratospheric cooling [20; 28; 29, page 13; 31; 38; 39; 43; 71 - 73; 102, figure 4; 113; 114; 198; 235; 236, as per 237; 264], providing further evidence against Christy et al.'s claim of tropical stratospheric warming [1, pages 24 and 25]. Christy et al.'s solar-induced warming model likely could not explain this stratospheric cooling, since solar-induced warming does not account for strong, long-term stratospheric cooling [20; 24 - 26; 29 - 35; 110; 192, figure 9.1 on page 675; 215; 282, figure 10; 283, plate 3 on page 6838; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 304, figure 3b and page 2048]. Christy knows this since he co-authored a document explaining this point [29, pages 5 and 8], as I discussed with respect to figure 1. Yet despite this knowledge, Christy chooses not to include stratospheric temperature data from above 150 mb [1, page 11; 2, page 11]. It is as if Christy is willfully ignoring evidence against his solar-induced warming model.

Christy not only ignores evidence from other researchers, but Christy also ignores his own published research. For example, Christy co-authored a paper which states that 100 mb (100 hPa) lies within the tropical tropopause:

"Figure 1 shows these temperature trends as a function of pressure (altitude) from the surface (~1000 hPa) to the tropopause (~100 hPa/17 km) [7, page 1696]."

Since the tropopause is beneath the stratosphere [5 - 7], then this means that any pressure level beneath 100 mb must be beneath the tropical stratosphere and thus must not be part of the tropical stratosphere. Since 150 mb is beneath 100 mb (see figure 2 above) [5 - 7], then 150 mb is not part of the tropical stratosphere. Thus Christy's co-authored paper [7, page 1696] implies that 150 mb is not part of the tropical stratosphere, contrary to the 2nd edition of Christy et al.'s "report" [2, pages 24 and 70].

Christy's published research also shows tropical cooling at 150 mb and 100 mb [7, table 1 on page 1694 and figure 1 on page 1697]. So Christy is clearly aware of data on cooling above 150 mb, but he chooses not to include this data [1, page 11; 2, page 11]. And Christy has known about man-made stratospheric cooling since at least 1993 [327, page 1203; 328; 329, pages S19 and S20], as I showed in section 2.1. Furthermore, Christy co-runs the University of Alabama in Huntsville (UAH) satellite data analysis [55], and this UAH analysis shows stratospheric cooling [29, pages 8, 9, 12, and 13; 31; 55; 71, figure 3 on page 378; 279, figure 1 and table 2; 293, figure 3A], including cooling in the tropics [29, page 13; 31; 71, figure 3 on page 378; 293, figure 3A].

Figure 7 shows depicts this UAH cooling trend, along with satellite-based cooling trends from Remote Sensing Systems (RSS) and the National Oceanic and Atmospheric Administration Center for Satellite Applications and Research (NOAA/STAR):


Figure 7: (A),(B) 1979 - 2016 near-global (A) and tropical (B) lower stratospheric cooling trends predicted by climate models and observed in satellite data analyses. Trends are presented as an average of all the trend values for a given trend length. (C),(D) Ratio between the near-global (C) and tropical (D) stratospheric cooling trend predicted by the climate models vs. the stratospheric cooling trend observed in the satellite data analyses [71, figure 3 on page 378].

Yet remarkably, in Christy et al.'s "reports" Christy chooses [1, page 11; 2, page 11] not to mention his UAH stratospheric temperature analysis [1, pages 13 and 59; 2, pages 13 and 62], even though he chooses [1, page 11; 2, page 11] to mention his UAH tropospheric temperature analysis [1, pages 26 - 28, 49 - 52, and 63 - 65; 2, pages 27 - 32, 54 - 57, and 64 - 68]. UAH's stratospheric cooling data would have argued against Christy's solar-induced warming hypothesis [20; 24 - 26; 29 - 35; 110; 192, figure 9.1 on page 675; 215; 282, figure 10; 283, plate 3 on page 6838; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 304, figure 3b and page 2048], which may be why Christy decided [1, page 11; 2, page 11] not to mention his UAH analysis.


Section 2.3: Christy knows that Christy et al.'s argument depends on their untenable temperature correction 


So given section 2.2's evidence against Christy et al.'s solar-induced warming hypothesis, how do Christy et al. attempt to support their hypothesis? To do this, Christy et al. claim to subtract out warming caused by the Sun and an ocean cycle known as the El Niño-Southern Oscillation (ENSO). Christy et al. then state that no significant tropospheric and surface warming remained after this subtraction [1, pages 16, 18, 67 and 68]. Thus recent global warming was likely caused by the Sun and ENSO.

Christy et al.'s aforementioned reasoning fails, since Christy et al. use flawed, cumulative indices to correct for solar-induced and ENSO-induced warming [1, page 18; 2, page 18]. These indices are "cumulative" because the indices assume that the Earth accumulates energy from solar-induced and ENSO-induced warming, such that a warmer Earth does not radiate more energy. For example, Christy et al.'s cumulative ENSO index assumes that when Earth's troposphere warms during an El Niño year, the energy in the troposphere simply accumulates and is passed on to the next year.

But this conclusion violates basic physics, as the climate scientist Timothy Osborn points out [4]: a warmer Earth would radiate more energy into space (as per the Stefan-Boltzmann law), instead of all the energy just accumulating [74 - 76]. Scientists can observe this increased radiation during a warm El Niño [77 - 79]; the radiation increase occurs largely because El Niño increases cloud cover and these clouds then reflect the solar radiation Earth would otherwise absorb [77; 80]. This cloud-based mechanism compensates [77; 79] for less emission of radiation by clouds during El Niño [81; 82]. So increased radiation during warm El Niño events debunks the implausible physics implied by Christy et al.'s cumulative indices.

Given this defect in Christy et al.'s cumulative indices, scientists rarely (if ever) use Christy et al.'s indices for ENSO and for total solar irradiance (TSI). In fact, I know of no peer-reviewed scientific paper that uses Christy et al.'s cumulative indices. Scientists instead use non-cumulative indices to account for solar-induced and ENSO-induced warming. Some researchers accumulate ENSO measures intra-annually, across months within a year [298, page 3655]. This however, yields very different results [298, figures 3 and 4 on page 3656] from Christy et al.'s inter-annual accumulation across multiple years in figure 8 below. It is one thing to say that released energy from ENSO temporarily accumulates for months; it is quite another thing to say that energy accumulates and remains for years or decades. Even Christy's [1, page 18; 3, page 10] sources apply non-cumulative solar [83; 84] and ENSO indices [85; 86; 87, page 231], as does Christy in his peer-reviewed work [84; 206; 278]. These non-cumulative indices are compatible with Earth radiating more energy as Earth warms, in contrast to Christy et al.'s cumulative indices. 

Christy may not even believe his claims regarding the cumulative ENSO index, since in subsequent research he used a non-cumulative ENSO index to argue that ocean cycles such as ENSO had a negligible effect on post-1979 tropospheric warming [206, pages 512 and 517]. Similarly, Christy may not believe his claims regarding his cumulative TSI index, since in the same subsequent research Christy wrote: 

"The amplitude of the 11-year [solar] cycle has diminished since the peak in 2000 and, in our residual time series, there is indeed a slight slowdown in the rise after 1998. One may arbitrarily select an accumulation period of TSI [emphasis added], so that a peak occurs near 1998 so the TSI coincides with (explains) variations in [lower tropospheric temperature] (e.g., a 22-year TSI trailing average peaks in 2000, though other averaging periods do not), but this would compromise the independence between the predictors and predictand [emphasis added] [the predictor is the factor used to predict the predictand] [206, page 514]."


So in his peer-reviewed work, Christy admits that:
  1. A cumulative TSI is arbitrary, since it involves arbitrarily selecting a period over which TSI accumulates.
  2. A cumulative TSI compromises the relationship between TSI and the temperature trends one uses TSI to predict [206, page 514].

And in this same paper, Christy also admits that CO2 caused significant tropospheric warming [206]; thus Christy contradicts his claim that there is no evidence that CO2 had an observable, significant effect on recent temperature trends [1, page 4; 2, page 4]. So Christy's published research contradicts his cumulative-index-based, blog article claims. Christy admits to significant CO2-induced global warming when communicating with informed scientists in his peer-reviewed papers, but he claims that there is no evidence of this significant CO2-induced warming when he speaks with non-experts he can fool with Christy et al.'s non-peer-reviewed blog articles. Thus Christy willfully misleads the public, as I discuss further in sections 3.5 and 3.6 of "John Christy Fails to Show that Climate Models Exaggerate CO2-induced Warming".

Strangely, Christy et al. seem to use a non-cumulative CO2 index for their work [2, page 8], as pointed out by Brandon R. Gates [107]. By using a non-cumulative CO2 index [2, page 8], Christy et al. avoid passing CO2's impact from year to subsequent year. In contrast, Christy et al. use cumulative solar and ENSO indices, allowing them to pass the solar and ENSO impacts from year to subsequent year. This double-standard makes it easier for Christy et al. to (incorrectly) argue that the Sun and ENSO caused recent warming [1, pages 57 and 68; 2, pages 4, 71, and 72; 3, page 10; 4; 331, page 36], while CO2 did not [1, page 4; 2, page 4; 331, page 36].

In fact, Christy et al. cite [1, page 18; 2, page 18] Hoyt and Schatten's 1993 paper for their cumulative solar index, even though this 1993 paper uses a non-cumulative solar index [83]. This 1993 paper also notes that solar irradiance and Northern hemisphere temperature diverged in recent decades ("recent decades" before 1993) in a way consistent with CO2-induced warming [83, figure 10 on page 18,904]. This suggestion from 1993 does not fit well Christy et al.'s claim that the Sun, not CO2, is responsible for much of the post-1970s global warming trend [1, pages 16, 18, 57, 67 and 68; 2, pages 4 and 68; 3, page 10]. Moreover, Hoyt+Schatten later recognized deficiencies [338] in a data-set used in their 1993 paper [83], as did other scientists [390]. Schatten then went on to co-author subsequent papers showing a decrease in TSI during post-1970s warming [339; 397]. Thus this research rebuts Christy et al.'s solar-induced warming hypothesis, and undermines the outdated [338; 339; 390; 397] 1993 analysis [83] Christy et al. used to support their position [1, page 18; 2, page 18].

And since 1993, things have only gotten worse for Christy et al.'s solar-induced warming hypothesis. To see why, let's contrast Christy et al.'s cumulative TSI index with two non-cumulative TSI indices based on either satellite measurements or sunspot numbers:

Figure 8: Cumulative TSI and cumulative ENSO index used by Christy et al. [1, page 18].


Figure 9: Non-cumulative TSI from the NOAA's Climate Data Record (CDR), based on satellite observations. The peaks and troughs represent the 11 year solar cycle. Data sources are SORCE TIM (Solar Radiation and Climate Experiment, with Total Irradiance Monitor), ACRIM (Active Cavity Radiometer Irradiance Monitor) and PMOD (Physikalisch-Meteorologisches Observatorium Davos) [109].


Figure 10: Monthly sunspot numbers from 1979 to 2018, as a proxy-based estimate of TSI [275].

(Christy et al. remain obscure about their source for their TSI estimate. They cite a 1993 paper, but they do not make clear where they get the subsequent 20+ years of post-1980s TSI data, beyond referencing ACRIM [1, page 18; 2, page 18], Willie Soon, and an unspecified paper from Lean et al. [2, page 18]. This last citation may refer to the Lean et al. analysis in figure 9 above, or an earlier analysis from Lean that shows no post-1970s solar-cycle-corrected increase in TSI [277]. However, I suspect Christy et al. instead rely on a cumulative form of Scafetta+Willson's TSI estimate [270; 271], since Christy [206, page 514] and Soon [269] cite Scafetta's work.
Scafetta+Willson's non-cumulative analysis has a post-1970s increase in TSI [270, figure 16]. It also differs from figure 9, other TSI-based analyses {such as those based on sunspots, as in figure 10 above} [269, pages 5, 6, and 10], and Christy et al.'s figure 8. So even if Christy et al. accumulated Scafetta+Willson's TSI estimate instead of accumulating the estimate from figure 9, one could not treat Scafetta+Willson's non-cumulative analysis as being an equivalent defense of Christy et al.'s cumulative analysis. I discuss some of the debilitating problems with Scafetta+Willson's analysis in section 2.4..)

Figures 9 and 10 show an 11-year cycle in solar output. Once one takes this cycle into account, there is not a post-1979 increase in TSI. Yet Christy et al. transform this lack of an increase into a cumulative TSI increase [1, page 18], as shown in figure 8. They perform this transformation using the faulty method Christy critiqued above: arbitrarily selecting an accumulation period, thus compromising the relationship between TSI (the predictor) and temperature trends (the predictand) [206, page 514]. Christy et al. then use this manufactured TSI increase (from their defective cumulative TSI index) to argue that the Sun caused much of the recent global warming [1, pages 16, 18, 57, 67 and 68; 2, pages 4 and 68; 3, page 10].

When scientists use non-cumulative indices to correct for solar-induced warming [30; 60 - 62; 167; 180; 208; 280] and ENSO-induced warming [30; 60 - 62; 88 - 91; 167; 180; 208; 280; 330], most of the post-1950s tropospheric and surface warming remained [30; 60 - 62; 88 - 91; 167; 180; 208; 280; 330], contrary to the claims Christy et al. made in their blogpost/"report" [1, pages 16, 18, 67 and 68; 2, pages 4 and 68]. Christy himself showed this in his published research [206, pages 512, 514, and 517]. Thus these non-cumulative indices provide another line of evidence against Christy et al.'s solar-induced warming model.


Section 2.4: The collapse of Christy et al.'s solar-induced warming hypothesis, and confirmation of CO2-induced warming


So let's summarize some of the relevant lines of evidence against Christy et al.'s solar-induced warming hypothesis and/or evidence in favor of the CO2-induced warming hypothesis:
  1. Significant global warming remains even after correcting for TSI [30; 60 - 62; 167; 180; 208; 280; 332; 391].
  2. The relationship between solar output and global warming fails a number of statistical tests and model-based tests [63 - 70; 180; 228; 261; 262; 280; 332].
  3. Solar output has not correlated well with recent global warming [56 - 59; 228; 276; 280; 326; 332; 339; 363; 367; 397]. An indirect test of this is cosmic ray exposure, since TSI should limit the ability of cosmic rays to reach Earth [57; 228; 341 - 348]. Yet Earth's cosmic ray exposure did not significantly decrease during post-1970s global warming [57; 59; 228; 341; 342; 344; 345, section 5; 347; 348], providing further evidence that TSI did not significantly increase during this warming. Solar flux also decreased [59; 228; 349 - 351; 352, generated using 236, as per 237], consistent with decreasing TSI. Nicola Scafetta attempts to get around this by claiming TSI increased from 1970 - 2000 and decreased post-2000. He states that these TSI changes correlate with 1970 - 2000 surface warming and a nearly stable 2000 - 2018 temperature trend, while claiming this temperature pattern conflicts with model-based estimates of CO2-induced, man-made warming [370, page 12; 396, page 22]. Scafetta's argument fails since statistically significant warming occurred from 2000 - 2018 [349; 369; 375 - 378, generated using 236, as per 237], at a rate roughly on par with, or greater than, 1970 - 2000 warming [349; 369; 371 - 374, generated using 236, as per 237], as I discuss in a separate Twitter thread [368]. Thus, by Scafetta+Willson's own reasoning [370, page 12; 396, page 22], the post-2000 significant warming trend undermines their TSI analysis, just as a post-2000 stable trend would have supported their analysis. This is consistent with Scafetta's history of false predictions on temperature trends, as covered in "Myth: No Global Warming for Two Decades", along with sections 2.2 and 2.5 of "Myth: Attributing Warming to CO2 Involves the Fallaciously Inferring Causation from a Mere Correlation". Scafetta's TSI estimate also conflicts with a number of other estimates based on satellite data, sunspot records, etc. [56 - 59; 228; 276; 280; 326; 332; 339; 363; 367; 397], and it relies [396, page 22] on the outdated [338; 339; 390; 397] Hoyt+Schatten 1993 analysis [83, figure 10 on page 18,904] discussed in section 2.3.
  4. Increased solar output would warm days more than nights, since the Sun shines during the day. This would increase the diurnal temperature range (DTR), which measures the difference between daily maximum temperature vs. daily minimum temperature [239 - 242; 246; 247]; however, regional differences also affect DTR [239; 242 - 245; 320]. In contrast, CO2-induced warming should decrease the DTR, by warming nights more than days [241; 246; 247; 249; 252; 253; 321 - 324]. CO2 increases also impact clouds [250; 251], and these cloud changes can then influence DTR [247; 249; 252; 253]. DTR decreased [286] from the 1950s [240, figure 3; 241, figure 2; 244 - 248; 320; 323], consistent with CO2-induced warming [241; 246; 247; 249; 252; 253; 321 - 324] and arguing against a large contribution from solar-induced warming [239; 241; 253].
  5. The stratosphere cooled [6; 19; 20; 23; 28; 29, pages 8, 9, 12, and 13; 31; 38 - 44; 71 - 73; 102; 198; 213, figure 18; 235; 236, as per 237; 302; 359; 381, pages S19 and S20; 383; 401, pages 27.42 and 27.43], in accordance with CO2-induced global warming [6; 18; 21; 23 - 29; 102; 115, page 176; 116, page 409; 192, figure 9.1 on page 675; 195; 196; 198; 201, figure 4; 205, pages 101 and 102; 212, figure 16 on page 250 and page 251; 215; 222; 223; 264; 279; 282, figure 13; 283, plate 2 on page 6837; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 287; 302; 329, pages S19 and S20; 359; 381, page S19; 383; 401, pages 27.42 and 27.43] but not solar-induced warming [20; 24 - 26; 29 - 35; 110; 192, figure 9.1 on page 675; 212, figure 8; 215; 282, figure 10; 283, plate 3 on page 6838; 284, figure 20 on page 28; 285, figure 1.3 on page 25; 304, figure 3b and page 2048; 383; 401, page 27.42]. The tropopause also rose [215 - 217; 219; 221; 288; 289; 292; {294 - 297; 361 {generated using 236 from 237 (based on a tropical tropopause at an atmospheric pressure level of 150mb or 150hPa, as defined by: 5; 52 - 54)}}; 356], consistent with stratospheric cooling caused by ozone depletion and increased CO2 [46; 215; 218; 220; 290, page 1251; 291; 381, page S19].
  6. Increased CO2 contributed to the observed cooling of the mesosphere and thermosphere, atmospheric layers above the stratosphere, consistent with CO2-induced global warming [92 - 99; 204; 222; 223; 230; 231, page 2390; 232 - 234; 302; 307; 311; 359; 360; 383].
  7. The regional pattern of warming and precipitation matches what one would expect from CO2-induced warming, instead of warming caused by other factors, such as increasing levels of solar-radiation-absorbing aerosols and increasing solar output [35; 203; 224; 225; 226, page 946; 254; 263; 354; 382].
  8. CO2 absorbs energy in particular wavelengths and emits energy in particular wavelengths [45, from 9:13 to 10:28; 117; 118; 199; 238; 255 - 258], shifting Earth's energy balance (the amount of energy the Earth takes up vs. the amount of energy the Earth releases) [119 - 122; 258]. Climate sensitivity states how much warming results from CO2's effect on Earth's energy balance [123; 124]. Scientists estimate climate sensitivity in a number of ways [123; 125 - 144], such as examining how much warming occurred with CO2 increases in the distant past [125 - 128]. Scientists can then use these climate sensitivity estimates to determine how much of the recent global warming was caused by increased CO2 levels. The vast majority of the climate sensitivity estimates imply that CO2 caused most of the recent global warming; for instance, even deeply flawed studies with low climate sensitivity estimates, involved CO2-induced warming being roughly equivalent to the observed warming trend [4; 227, section 2.4.2 on page 1381] (I discuss this more in section 3.4 of "John Christy Fails to Show that Climate Models Exaggerate CO2-induced Warming" and in "Christopher Monckton and Projecting Future Global Warming, Part 1").

(I make a more detailed case for CO2-induced global warming in "Myth: Attributing Warming to CO2 Involves the Fallaciously Inferring Causation from a Mere Correlation".)

The aforementioned points, along with other lines of evidence, show that increases in greenhouse gases such as CO2 (not increased solar activity) caused most of the post-1950s and post-1970s global warming [25; 65 - 68; 89; 119; 145 - 181; 200; 208; 241; 261; 262; 280; 281; 310; 332; 358; 363; 364; 366, chapter 3; 380; 384; 385, pages 22 - 24; 386, page 57]. The figures below illustrates this for point 1:


Figure 11: Relative global temperature from 1979 - 2010 for three surface temperature records (GISS, NCDC and CRU) and two lower tropospheric temperature records (RSS and UAH), after an adjustment that removes the influence of TSI, volcanic effects, and ENSO [61].

Figure 12: Global surface temperature trend from 1850 - 2017 relative to a baseline of 1850 - 1879 (observations), with the contribution of various factors to this temperature trend (colored lines) [391; 392]. The gray line is the sum of each of the depicted colored lines. The surface temperature trend takes into account changes in sea surface temperature measuring practices during the 1930s and 1940s [391 - 394; 398, figure 8; 400], which I elaborate more on in "Myth: Karl et al. of the NOAA Misleadingly Altered Ocean Temperature Records to Increase Global Warming". The authors of this figure adapted it from the results of their 2019 paper [391; 392; 395]. 

Christy et al. should be aware of the eight aforementioned points since a those points are well-known; NASA even discusses these issues when educating non-experts about climate science [36; 37]. For instance, NASA explains points 5 and 6 as follows:

"But several lines of evidence show that current global warming cannot be explained by changes in energy from the sun: 
[...] 
If the warming were caused by a more active sun, then scientists would expect to see warmer temperatures in all layers of the atmosphere. Instead, they have observed a cooling in the upper atmosphere, and a warming at the surface and in the lower parts of the atmosphere. That's because greenhouse gases are trapping heat in the lower atmosphere [37]."

And the United States National Oceanic and Atmospheric Administration (NOAA) has noted as much as well [100; 101]. Yet Christy et al. conveniently side-step the aforementioned points, even though these points argue against their solar warming hypothesis. In fact, Christy et al. insinuate that the NOAA is engaged in deceptive data manipulation with regard to global warming [2, pages 43 and 58] (Christy's co-author D'Aleo regularly smears the NOAA in this way [111; 112] and Christy also peddles paranoid conspiracy theories about the scientific community [272; 273]); I discuss Christy et al.'s debunked NOAA conspiracy theory in "Myth: Karl et al. of the NOAA Misleadingly Altered Ocean Temperature Records to Increase Global Warming" and in section 3.8 of part 2 of "John Christy and the Tropical Tropospheric Hot Spot".

So who is more likely to be deceptive: the NOAA and NASA who seek to educate non-experts on climate science, or Christy et al. who willfully conceal relevant evidence from non-experts?


Section 2.5: A political/religious ideology motivates Christy et al.'s distortions and Christy's shifting position


In conclusion, Christy et al. non-peer-reviewed blogposts/"reports" [1; 2]:
  • exclude data relevant to testing their solar-induced warming hypothesis
  • distort evidence in a way that suits their preferred conclusion
  • rely on a litany of misrepresentations
  • offer claims inconsistent with other claims made in the "reports"
  • conflict with Christy's published research

They do this on behalf of ICECAP, an organization that uses Christy et al.'s blogposts/"reports" to attack the United States Environmental Protection Agency's (EPA's) attempts to regulate CO2 emissions [182]. Christy's co-authored these blogposts [1; 2] with ICECAP's founder Joseph D'Aleo [211]. D'Aleo uses his religious and political ideology to discount the negative effects of CO2-induced, man-made climate change [209, signer #7; 210], as does Christy [379] and Christy's UAH colleague Roy Spencer [209, signer #35; 210; 387; 388].

This may provide further context as to why ICECAP incorporates D'Aleo and Christy's blogposts/"reports" into their political attacks on EPA regulation of CO2 emissions [182]. It may also explain why Christy uses these "reports" to attack emissions regulations [1 - 4; 331, page 36]. This fits with Christy's history of objecting to climate models being used to inform policy [1 - 4; 309; 331, page 36], even as he makes (failed) objections to model-based predictions; I give more examples of his failed, politically expedient objections in "John Christy and Atmospheric Temperature Trends".

It is unfortunate that Christy peddled his shoddy blogposts/"reports" to Congress in 2017 [3, page 10; 4; 331, page 36]:

"Indeed, I am a co-author of a report in which we used a statistical model to reproduce, to a large degree, the atmospheric temperature trends without the need for extra greenhouse gases. In other words, it seems that Mother Nature can cause such temperature trends on her own, which should be of no surprise [4; 331, page 36]."

This differs from Christy's 1993 [327, page 1203], 1997 [328], and 2018 claims [329, pages S19 and S20] on man-made stratospheric cooling (see section 2.1), in which Christy admitted that the Montreal Protocol's limits on human release of ozone-depleting gases resulted in stabilization of ozone levels and a reduction in man-made cooling of the lower stratosphere [329, page S19]. Christy's above quoted claims to Congress also greatly differ from testimony he gave in a 2007 court case:

"Plaintiffs’ own expert, Dr. Christy, agrees with the IPCC’s [Intergovernmental Panel of Climate Change] assessment that in the light of new evidence and taking into account remaining uncertainties, most of the observed warming over the last fifty years is likely to have been due to the increase in GHG [greenhouse gas] concentrations. [...]. Christy agrees that the increase in carbon dioxide is real and primarily due to the burning of fossil fuels, which changes the radiated balance of the atmosphere and has an impact on the planet’s surface temperature toward a warming rate [183]." 

Yet in his aforementioned 2017 Congressional testimony, Christy says that atmospheric temperature trends can largely be explained "without the need for extra greenhouse gases [4; 331, page 36]." So from 2007 to 2017, Christy's public acceptance of strong greenhouse-gas-induced warming went away, even though more evidence of greenhouse-gas-induced warming accumulated over this same time-period [25; 65 - 67; 89; 119; 145 - 147; 152 - 155; 157 - 164; 167; 169 - 181]. The IPCC went in the opposite direction as Christy in response to the evidence: the IPCC moved from saying in 2007 that it was very likely (>99% chance [193, page 3; 260, box 1.1 in section 1.6]) that greenhouse gas increases caused most of the warming [192, page 665], to saying in 2013 that it was very likely (>90% chance [193, page 3; 259, table 1.2 on page 142]) that greenhouse gas increases caused most of the warming and that it it was extremely likely (>95% chance [193, page 3; 259, table 1.2 on page 142]) that human activities caused most of the warming [194, page 869].

So in response to new evidence, the IPCC expressed increased confidence in the evidence-based claims, while Christy expressed reduced confidence to the point that he no longer accepted the evidence-based claims. That contrasts with Christy's colleague Roy Spencer, who stated in 2019 that his best guess agreed with the IPCC assessment that humans caused most of the post-1950s global warming [353]. Make of that what you will, especially in light of the following oft-repeated points [184 - 188; 189, page 96; 190; 191; 229; 365]:

"It is, however, important not to confuse denialism with genuine scepticism, which is essential for scientific progress. Sceptics are willing to change their minds when confronted with new evidence; deniers are not [184]."

"Arguing with science denialists is usually a waste of time. They masquerade as ordinary colleagues who adhere to the overarching goal of science, i.e. to find the best approximations of truth in the matter under consideration. The crucial difference is that your colleagues will accept a scientific statement if provided with sufficiently strong reasons to do so. In contrast, climate science denialists, like other pseudoscientists, tend to be driven by motives that make them impossible to convince, however strong the arguments they are presented with [emphasis added] [229, section 5]."




3. Posts Providing Further Information and Analysis





4. References


  1. "On the Existence of a “Tropical Hot Spot" & The Validity of EPA’s CO2 Endangerment Finding" [http://archive.is/rros6]
  2. "On the Existence of a “Tropical Hot Spot” & The Validity of EPA’s CO2 Endangerment Finding, Abridged Research Report, Second Edition" [http://archive.is/Ef3FM]
  3. "U.S. House Committee on Science, Space & Technology, 29 Mar 2017, Testimony of John R. Christy"
  4. http://climatefeedback.org/scientists-reactions-us-house-science-committee-hearing-climate-science/
  5. "Tropical Tropopause Layer" [doi:10.1029/2008RG000267]
  6. "Atmospheric changes through 2012 as shown by iteratively homogenized radiosonde temperature and wind data (IUKv2)"
  7. "A comparison of tropical temperature trends with model predictions"
  8. "The ozone story: A model for addressing climate change?"
  9. "Depletion of the ozone layer in the 21st Century"
  10. "The Antarctic ozone hole: An update"
  11. "Antarctic ozone loss in 1979–2010: First sign of ozone recovery"
  12. "Quantifying the ozone and ultraviolet benefits already achieved by the Montreal Protocol"
  13. "Evidence for the effectiveness of the Montreal Protocol to protect the ozone layer"
  14. "Emergence of healing in the Antarctic ozone layer"
  15. "Ozone depletion, greenhouse gases, and climate change"
  16. "Trace gas trends and their potential role in climate change"
  17. "A hiatus in the stratosphere?"
  18. "Isolating the roles of different forcing agents in global stratospheric temperature changes using model integrations with incrementally added single forcings"
  19. "Stratospheric temperature climate data record from merged SSU and AMSU-A observations"
  20. "Stratospheric temperature trends over 1979–2015 derived from combined SSU, MLS, and SABER satellite observations"
  21. "Stratospheric ozone change and related climate impacts over 1850–2100 as modelled by the ACCMIP ensemble"
  22. "The impact of ozone-depleting substances on tropical upwelling, as revealed by the absence of lower-stratospheric cooling since the late 1990s"
  23. "Models versus radiosondes in the free atmosphere: A new detection and attribution analysis of temperature"
  24. "Attributing the forced components of observed stratospheric temperature variability to external drivers"
  25. "Identifying human influences on atmospheric temperature"
  26. "Human and natural influences on the changing thermal structure of the atmosphere"
  27. "Towards a physical understanding of stratospheric cooling under global warming through a process-based decomposition method"
  28. "Use of SSU/MSU satellite observations to validate upper atmospheric temperature trends in CMIP5 simulations"
  29. "Executive Summary: Temperature trends in the lower atmosphere - Understanding and reconciling differences"
  30. "Spectrally dependent CLARREO infrared spectrometer calibration requirement for climate change detection"
  31. "Stratospheric temperature changes during the satellite era"
  32. "On the detection of the solar signal in the tropical stratosphere"
  33. "Observed tropospheric temperature response to 11-yr solar cycle and what it reveals about mechanisms"
  34. "Robustness of dynamical feedbacks from radiative forcing: 2% solar versus 2× CO2 experiments in an idealized GCM"
  35. "Comment on “Climate Science and the Uncertainty Monster” by J. A. Curry and P. J. Webster"
  36. "Is the Sun causing global warming?"
  37. http://climate.nasa.gov/causes/
  38. "Evidence for an earlier greenhouse cooling effect in the stratosphere before 1980 over the Northern Hemisphere"
  39. "Regional and seasonal stratospheric temperature trends in the last decade (2002–2014) from AMSU observations"
  40. "A method for merging nadir-sounding climate records, with an application to the global-mean stratospheric temperature data sets from SSU and AMSU"
  41. "Linear trends and closures of 10-yr observations of AIRS stratospheric channels"
  42. "The stratospheric changes inferred from 10 years of AIRS and AMSU-A radiances"
  43. "The JRA-55 reanalysis: Representation of atmospheric circulation and climate variability"
  44. "The JRA-55 reanalysis: General specifications and basic characteristics"
  45. Ray Pierrehumbert's 2012 video: "Tyndall Lecture: GC43I. Successful Predictions - 2012 AGU Fall Meeting"
  46. "Tropopause height and zonal wind response to global warming in the IPCC scenario integrations"
  47. "The greenhouse theory of climate change: A test by an inadvertent global experiment"
  48. "Global climate changes as forecast by Goddard Institute for Space Studies three-dimensional model"
  49. "Long-term temperature trends in the stratosphere: Possible influence of anthropogenic gases"
  50. "Major greenhouse cooling (yes, cooling): The upper atmosphere response to increased CO2"
  51. "Sensitivity of surface-temperature and atmospheric-temperature to perturbations in stratospheric concentration of ozone and nitrogen-dioxide"
  52. "New estimates of tropical mean temperature trend profiles from zonal mean historical radiosonde and pilot balloon wind shear observations"
  53. "Revisiting the controversial issue of tropical tropospheric temperature trends"
  54. "Insights into Tropical Tropopause Layer processes using global models"
  55. "UAH version 6 global satellite temperature products: Methodology and results"
  56. "The impact of the revised sunspot record on solar irradiance reconstructions"
  57. "Cosmic rays, solar activity and the climate"
  58. "Unusual activity of the Sun during recent decades compared to the previous 11,000 years"
  59. "Recent oppositely directed trends in solar climate forcings and the global mean surface air temperature"
  60. "Deducing multidecadal anthropogenic global warming trends using multiple regression analysis"
  61. "Global temperature evolution 1979–2010"
  62. "Natural variability, radiative forcing and climate response in the recent hiatus reconciled"
  63. "Can solar variability explain global warming since 1970?
  64. "Solar variability and global warming: a statistical comparison since 1850"
  65. "Solar trends and global warming"
  66. "Small influence of solar variability on climate over the past millennium"
  67. "Evidence of recent causal decoupling between solar radiation and global temperature"
  68. "Statistical assessments of anthropogenic and natural global climate forcing. An update"
  69. "Causes of the global warming observed since the 19th century"
  70. "Quantifying the role of solar radiative forcing over the 20th century"
  71. "Comparing tropospheric warming in climate models and satellite data"
  72. "Westward shift of western North Pacific tropical cyclogenesis"
  73. "Influence of tropical tropopause layer cooling on Atlantic hurricane activity"
  74. "Global monthly precipitation estimates from satellite-observed outgoing longwave radiation"
  75. "An observationally based energy balance for the Earth since 1950"
  76. "An analysis of the dependence of clear-sky top-of-atmosphere outgoing longwave radiation on atmospheric temperature and water vapor"
  77. "ENSO-driven energy budget perturbations in observations and CMIP models"
  78. "Advances in understanding top-of-atmosphere radiation variability from satellite observations"
  79. "Observed changes in top-of-the-atmosphere radiation and upper-ocean heating consistent within uncertainty"
  80. "The ENSO effects on tropical clouds and top-of-atmosphere cloud radiative effects in CMIP5 models"
  81. https://www.ncdc.noaa.gov/teleconnections/enso/indicators/olr/
  82. "Does vertical temperature gradient of the atmosphere matter for El Niño development?"
  83. "A discussion of plausible solar irradiance variations, 1700-1992"
  84. "Satellite greenhouse signal"
  85. https://www.esrl.noaa.gov/psd/enso/mei/ (accessed June 12, 2017)
  86. "El Niño/Southern Oscillation behaviour since 1871 as diagnosed in an extended multivariate ENSO index (MEI.ext)"
  87. "The role of ENSO in global ocean temperature changes during 1955-2011 simulated with a 1D climate model"
  88. "Volcanic contribution to decadal changes in tropospheric temperature"
  89. "Clarifying the roles of greenhouse gases and ENSO in recent global warming through their prediction performance"
  90. "Equilibrium climate sensitivity in light of observations over the warming hiatus"
  91. Foster et al.: "Comment on “Influence of the Southern Oscillation on tropospheric temperature” by J. D. McLean,C. R. de Freitas, and R. M. Carter"
  92. "A model estimate of cooling in the mesosphere and lower thermosphere due to the CO2 increase over the last 3–4 decades"
  93. "Evidence of CO2-induced progressive cooling of the middle atmosphere derived from radio observations"
  94. "Ozone and temperature decadal trends in the stratosphere, mesosphere and lower thermosphere, based on measurements from SABER on TIMED"
  95. "Why CO2 cools the middle atmosphere-a consolidating model perspective"
  96. "Effect of trends of middle atmosphere gases on the mesosphere and thermosphere"
  97. "How will changes in carbon dioxide and methane modify the mean structure of the mesosphere and thermosphere?"
  98. "Temperature trends in the midlatitude summer mesosphere"
  99. "Role of carbon dioxide in cooling planetary thermospheres"
  100. https://www.climate.gov/teaching/resources/solar-influence-climate-change
  101. https://www.climate.gov/teaching/resources/natural-cycle
  102. "Postmillennium changes in stratospheric temperature consistently resolved by GPS radio occultation and AMSU observations"
  103. "The reproducibility of observational estimates of surface and atmospheric temperature change"
  104. "The effect of diurnal correction on satellite-derived lower tropospheric temperature"
  105. "Tropospheric temperature trends: history of an ongoing controversy"
  106. "Review of the consensus and asymmetric quality of research on human-induced climate change"
  107. https://twitter.com/brandonrgates/status/900493496481488896
  108. "Radiosonde Atmospheric Temperature Products for Assessing Climate (RATPAC): A new data set of large-area anomaly time series"
  109. "A solar irradiance climate data record" [cataloged in: "NOAA Climate Data Record (CDR) of Total Solar Irradiance (TSI), NRLTSI Version 2", DOI: 10.7289/V55B00C1; depiction of trend in: https://climexp.knmi.nl/getindices.cgi?WMO=NCDCData/tsi_ncdc_yearly&STATION=reconstructed_tsi&TYPE=i&id=someone@somewhere&NPERYEAR=1]
  110. "On the aliasing of the solar cycle in the lower-stratospheric tropical temperature"
  111. "Surface temperature records: Policy-driven deception?"
  112. "On the validity of NOAA, NASA and Hadley CRU global average surface temperature data & the validity of EPA’s CO2 endangerment finding"
  113. "Atmospheric temperature change detection with GPS radio occultation 1995 to 2008"
  114. "Atmospheric climate change detection by radio occultation data using a fingerprinting method"
  115. "Principles of planetary climate"
  116. "Global physical climatology"
  117. "Observational determination of surface radiative forcing by CO2 from 2000 to 2010"
  118. "Increases in greenhouse forcing inferred from the outgoing longwave radiation spectra of the Earth in 1970 and 1997"
  119. "Anthropogenic and natural warming inferred from changes in Earth’s energy balance"
  120. "Insights into Earth’s energy imbalance from multiple sources"
  121. "Reconciling estimates of ocean heating and Earth’s radiation budget"
  122. "Observed and simulated full-depth ocean heat-content changes for 1970–2005"
  123. "The equilibrium sensitivity of the Earth’s temperature to radiation changes"
  124. "Feedbacks, climate sensitivity and the limits of linear models"
  125. "Climate sensitivity in the geologic past"
  126. "Deep time evidence for climate sensitivity increase with warming"
  127. "Can the Last Glacial Maximum constrain climate sensitivity?"
  128. "Climate sensitivity estimated from temperature reconstructions of the Last Glacial Maximum"
  129. "Recent developments in Bayesian estimation of climate sensitivity"
  130. "Inference of climate sensitivity from analysis of Earth's energy budget"
  131. "Variation in climate sensitivity and feedback parameters during the historical period"
  132. "Observational constraints on mixed-phase clouds imply higher climate sensitivity"
  133. "The implications for climate sensitivity of AR5 forcing and heat uptake estimates"
  134. "Reconciled climate response estimates from climate models and the energy budget of Earth"
  135. "Implications for climate sensitivity from the response to individual forcings"
  136. "Implications of potentially lower climate sensitivity on climate projections and policy"
  137. "Disentangling greenhouse warming and aerosol cooling to reveal Earth’s climate sensitivity"
  138. "Inhomogeneous forcing and transient climate sensitivity"
  139. "On a minimal model for estimating climate sensitivity"
  140. "Corrigendum to "On a minimal model for estimating climate sensitivity" [Ecol. Model. 297 (2015), 20-25]"
  141. "Projection and prediction: Climate sensitivity on the rise"
  142. "Spread in model climate sensitivity traced to atmospheric convective mixing"
  143. "Long-term cloud change imprinted in seasonal cloud variation: More evidence of high climate sensitivity"
  144. "Nonlinear climate sensitivity and its implications for future greenhouse warming"
  145. "On the causal structure between CO2 and global temperature"
  146. "Assessing the observed impact of anthropogenic climate change"
  147. "Detection and attribution of climate change: a regional perspective"
  148. "Combinations of natural and anthropogenic forcings in twentieth-century climate"
  149. "A multimodel update on the detection and attribution of global surface warming"
  150. "The detection and attribution of climate change using an ensemble of opportunity"
  151. "Estimation of natural and anthropogenic contributions to twentieth century temperature change"
  152. "Attribution of observed historical near-surface temperature variations to anthropogenic and natural causes using CMIP5 simulations"
  153. "Attributing observed SST trends and subcontinental land warming to anthropogenic forcing during 1979–2005"
  154. "Sensitivity of the attribution of near surface temperature warming to the choice of observational dataset"
  155. "A probabilistic quantification of the anthropogenic component of twentieth century global warming"
  156. "Quantifying anthropogenic influence on recent near-surface temperature change"
  157. "Evidence for external forcing on 20th-century climate from combined ocean-atmosphere warming patterns"
  158. "Observed 21st century temperatures further constrain likely rates of future warming"
  159. "CMIP5 historical simulations (1850–2012) with GISS ModelE2"
  160. "Climate variability and change since 850 C.E.: An ensemble approach with the Community Earth System Model (CESM)"
  161. "Uncertainties in the attribution of greenhouse gas warming and implications for climate prediction"
  162. "Application of regularised optimal fingerprinting to attribution. Part II: application to global near-surface temperature"
  163. "A fractal climate response function can simulate global average temperature trends of the modern era and the past millennium"
  164. "Evaluating global climate responses to different forcings using simple indices"
  165. "Causes of twentieth-century temperature change near the Earth’s surface"
  166. "Causes of climate change over the past 1000 years"
  167. "How natural and anthropogenic influences alter global and regional surface temperatures: 1889 to 2006"
  168. "Detecting climate signals in the surface temperature record"
  169. "Detecting the influence of fossil fuel and bio-fuel black carbon aerosols on near surface temperature changes"
  170. "Drivers of decadal hiatus periods in the 20th and 21st centuries"
  171. "Statistically derived contributions of diverse human influences to twentieth-century temperature changes"
  172. "Testing the robustness of the anthropogenic climate change detection statements using different empirical models"
  173. "A new statistical approach to climate change detection and attribution"
  174. "A contribution to attribution of recent global warming by out-of-sample Granger causality analysis"
  175. "Testing for linear Granger causality from natural/anthropogenic forcings to global temperature anomalies"
  176. "Anthropogenic and natural causes of climate change"
  177. "Improved constraints on 21st-century warming derived using 160 years of temperature observations"
  178. "Climate of the past millennium: combining proxy data and model simulations"
  179. "The role of Atlantic Multi-decadal Oscillation in the global mean temperature variability"
  180. "The Atlantic Multidecadal Oscillation as a dominant factor of oceanic influence on climate"
  181. "Return periods of global climate fluctuations and the pause"
  182. http://icecap.us/images/uploads/ImportanceoftheHotSpot_093016_.pdf
  183. "United States District Court for Vermont, Case No. 2:05-cv-302"
  184. "How the growth of denialism undermines public health"
  185. "The ethics of belief, cognition, and climate change pseudoskepticism: Implications for public discourse"
  186. "Sceptics and deniers of climate change not to be confused"
  187. "HIV denial in the Internet era"
  188. http://www.csicop.org/news/show/deniers_are_not_skeptics
  189. "Debating global warming in media discussion forums: Strategies enacted by “persistent deniers” and implications for schooling"
  190. "Science denial and the science classroom"
  191. https://twitter.com/neiltyson/status/732191219883900928?lang=en
  192. "Climate change 2007: The physical science basis; Chapter 9: Understanding and attributing climate change"
  193. "Guidance note for lead authors of the IPCC Fifth Assessment Report on consistent treatment of uncertainties"
  194. "Climate change 2013: The physical science basis; Chapter 10: Detection and attribution of climate change: from global to regional"
  195. "Anthropogenic and natural influences in the evolution of lower stratospheric cooling"
  196. "Relative contribution of greenhouse gases and ozone-depleting substances to temperature trends in the stratosphere: A chemistry–climate model study"
  197. "Effects of orbital decay on satellite-derived lower-tropospheric temperature trends"
  198. "Troposphere-stratosphere temperature trends derived from satellite data compared with ensemble simulations from WACCM"
  199. "The spectral signature of recent climate change"
  200. "Scaling fluctuation analysis and statistical hypothesis testing of anthropogenic warming"
  201. "The effects of doubling the CO2 concentration on the climate of a general circulation model"
  202. "Exxon Research and Engineering Company's technological forecast CO2 greenhouse effect"
  203. "Dependence of the land-sea contrast in surface climate response on the nature of the forcing"
  204. "Global change in the upper atmosphere"
  205. "On the distribution of climate change resulting from an increase in CO2 content of the atmosphere"
  206. "Satellite bulk tropospheric temperatures as a metric for climate sensitivity"
  207. "State of the climate in 2016"
  208. "Lower tropospheric temperatures 1978-2016: The role played by anthropogenic global warming"
  209. "Prominent signers of "An evangelical declaration on global warming""
  210. "An evangelical declaration on global warming"
  211. http://icecap.us/index.php/go/experts
  212. "Thermal equilibrium of the atmosphere with a given distribution of relative humidity"
  213. "Climatology and interannual variability of dynamic variables in multiple reanalyses evaluated by the SPARC Reanalysis Intercomparison Project (S-RIP)"
  214. "Assessing ExxonMobil's climate change communications (1977–2014)"
  215. "Contributions of anthropogenic and natural forcing to recent tropopause height changes"
  216. "Response to Comment on "Contributions of anthropogenic and natural forcing to recent tropopause height changes""
  217. "Variability and trends in the global tropopause estimated from radiosonde data"
  218. "Scaling behaviour of the global tropopause"
  219. "A global blended tropopause based on ERA data. Part II: Trends and tropical broadening"
  220. "Impact of changes in climate and halocarbons on recent lower stratosphere ozone and temperature trends"
  221. "Trends in the global tropopause thickness revealed by radiosondes"
  222. "Whole atmosphere simulation of anthropogenic climate change"
  223. "Progress in observations and simulations of global change in the upper atmosphere"
  224. "Divergent global precipitation changes induced by natural versus anthropogenic forcing"
  225. "Observed heavy precipitation increase confirms theory and early models"
  226. "Characteristics of temperature change in China over the last 2000 years and spatial patterns of dryness/wetness during cold and warm periods"
  227. "Keeping it simple: the value of an irreducibly simple climate model"
  228. "Solar influences on climate" (DOI: 10.1029/2009RG000282)
  229. "Dealing with climate science denialism: experiences from confrontations with other forms of pseudoscience"
  230. "A review of recent progress in trends in the upper atmosphere"
  231. "Decadal variability in PMCs and implications for changing temperature and water vapor in the upper mesosphere"
  232. "Upper atmosphere cooling over the past 33 years"
  233. "Trends in the neutral and ionized upper atmosphere"
  234. "Long-term climate change in the D-region"
  235. http://www.remss.com/research/climate/ [http://images.remss.com/msu/msu_time_series.html]
  236. "Web-based Reanalysis Intercomparison Tool: Monthly/seasonal time series" https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.pl
  237. "Web-Based Reanalysis Intercomparison Tools (WRIT) for analysis and comparison of reanalyses and other datasets"
  238. "Global atmospheric downward longwave radiation at the surface from ground‐based observations, satellite retrievals, and reanalyses"
  239. "Contribution of solar radiation to decadal temperature variability over land"
  240. "Global dimming and brightening: A review"
  241. "Impact of global dimming and brightening on global warming"
  242. "On the relationship between diurnal temperature range and surface solar radiation in Europe"
  243. "Diurnal temperature range over Europe between 1950 and 2005"
  244. "Reassessing changes in diurnal temperature range: Intercomparison and evaluation of existing global data set estimates"
  245. "Reassessing changes in diurnal temperature range: A new data set and characterization of data biases"
  246. "Detection and attribution of anthropogenic forcing to diurnal temperature range changes from 1950 to 1999: comparing multi-model simulations with observations"
  247. "Spatial dependence of diurnal temperature range trends on precipitation from 1950 to 2004"
  248. "Global observed changes in daily climate extremes of temperature and precipitation"
  249. "Climates of the twentieth and twenty-first centuries simulated by the NCAR climate system model"
  250. "Evidence for climate change in the satellite cloud record"
  251. "Cloud feedback mechanisms and their representation in global climate models"
  252. "Daily maximum and minimum temperature trends in a climate model"
  253. "Factors contributing to diurnal temperature range trends in twentieth and twenty-first century simulations of the CCCma coupled model"
  254. "Climate response to regional radiative forcing during the twentieth century"
  255. "Radiative forcing - measured at Earth's surface - corroborate the increasing greenhouse effect"
  256. "Infra-red absorption by carbon dioxide, with special reference to atmospheric radiation"
  257. "Infrared absorption by carbon dioxide, water vapor, and minor atmospheric constituents"
  258. https://earthobservatory.nasa.gov/Features/EnergyBalance/page7.php
  259. "Climate change 2013: The physical science basis; Chapter 1: Introduction"
  260. "Climate change 2007: The physical science basis; Chapter 1: Historical overview of climate change science"
  261. "A probabilistic analysis of human influence on recent record global mean temperature changes"
  262. "Do models underestimate the solar contribution to recent climate change?"
  263. "Simulation of the influence of solar radiation variations on the global climate with an ocean-atmosphere general circulation model"
  264. "Stratospheric temperature trends: Our evolving understanding"
  265. "Responsible for what? Carbon producer CO2 contributions and the energy transition"
  266. https://www.smokeandfumes.org/fumes ("A Crack in the Shell: New documents expose a hidden climate history (April 2018)")
  267. "Sources, abundance, and fate of gaseous atmospheric pollutants. Final report and supplement" [https://www.smokeandfumes.org/documents/16]
  268. "Radiocarbon evidence on the dilution of atmospheric and oceanic carbon by carbon from fossil fuels" [https://www.smokeandfumes.org/documents/7]
  269. "Re-evaluating the role of solar variability on Northern Hemisphere temperature trends since the 19th century"
  270. "ACRIM total solar irradiance satellite composite validation versus TSI proxy models"
  271. "ACRIM3 and the Total Solar Irradiance database"
  272. "Open letter to the climate science community: Response to "A Climatology Conspiracy?""
  273. https://www.americanthinker.com/articles/2009/12/a_climatology_conspiracy.html
  274. http://corporate.exxonmobil.com/en/current-issues/climate-policy/climate-perspectives/our-position
  275. https://climexp.knmi.nl/getindices.cgi?WMO=SIDCData/sunspots&STATION=sunspots&TYPE=i&id=someone@somewhere (from the SIDC [Solar Influences Data Analysis Center], using the SILSO [Sunspot Index and Long-term Solar Observations]: http://sidc.oma.be/silso/monthlyssnplot)
  276. "Variations in solar luminosity and their effect on the Earth's climate"
  277. "The Sun's total irradiance: Cycles, trends and related climate change uncertainties since 1976"
  278. "The carbon cycle response to two El Nino types: an observational study"
  279. "Revisiting the mystery of recent stratospheric temperature trends"
  280. "Causes of irregularities in trends of global mean surface temperature since the late 19th century"
  281. "Contribution of Atlantic and Pacific multidecadal variability to twentieth-century temperature changes"
  282. "An examination of climate sensitivity for idealized climate change experiments in an intermediate general circulation model"
  283. "Radiative forcing and climate response" [DOI: 10.1029/96JD03436]
  284. "Efficacy of climate forcings" [DOI: 10.1029/2005JD005776]
  285. "Temperature trends in the lower atmosphere: Steps for understanding and reconciling differences"
  286. "New generation of US satellite microwave sounder achieves high radiometric stability performance for reliable climate change detection"
  287. "Radiosondes show that after decades of cooling the lower stratosphere is now warming"
  288. "Distribution and trends of the cold-point tropopause over China from 1979 to 2014 based on radiosonde dataset"
  289. "Tropopause trend across China from 1979 to 2016: A revisit with updated radiosonde measurements"
  290. "Changes of the tropical tropopause layer under global warming"
  291. "Long‐term evolution of the cold point tropical tropopause: Simulation results and attribution analysis"
  292. "Global tropopause height trends estimated from GPS radio occultation data"
  293. "Human influence on the seasonal cycle of tropospheric temperature"
  294. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=ERA-Interim&dataset2=MERRA-2&var=Geopotential+Height&level=150mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=150mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2017&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=-30&xlat2=30&xlon1=0&xlon2=360&maskx=0&zlat1=-30&zlat2=30&zlon1=0&zlon2=360&maskx2=0&map=0&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&Submit=Create+Plot
  295. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=JRA-55&dataset2=NCEP%2FNCAR+R1&var=Geopotential+Height&level=150mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=150mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1947&fyear2=2017&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=-30&xlat2=30&xlon1=0&xlon2=360&maskx=0&zlat1=-30&zlat2=30&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  296. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=MERRA&dataset2=NCEP%2FDOE+R2&var=Geopotential+Height&level=150mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=150mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2017&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=-30&xlat2=30&xlon1=0&xlon2=360&maskx=0&zlat1=-30&zlat2=30&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  297. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NCEP%2FCFSR&dataset2=20th+Century+Reanalysis+V2&var=Geopotential+Height&level=150mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=150mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2017&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=-30&xlat2=30&xlon1=0&xlon2=360&maskx=0&zlat1=-30&zlat2=30&zlon1=0&zlon2=360&maskx2=0&map=0&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&Submit=Create+Plot
  298. "El Niño southern oscillation link to the Blue Nile River basin hydrology"
  299. "Global warming deduced from MSU"
  300. "Comments on "Analysis of the merging procedure for the MSU daily temperature time series""
  301. "Global warming- Evidence from satellite observations"
  302. "Temperature trends observed in the middle atmosphere and future directions"
  303. "Among global thermometers, warming still wins out"
  304. "The effects of changing the solar constant on the climate of a general circulation model"
  305. "Stratospheric temperature trends: Observations and model simulations"
  306. "Trace-gas greenhouse effect and global warming: Underlying principles and outstanding issues, Volvo Environmental Prize Lecture - 1997"
  307. "Altitude and solar activity dependence of 1967–2005 thermospheric density trends derived from orbital drag"
  308. "Hydrogen storage technology: Materials and applications"
  309. https://www.mwenb.nl/the-missing-tropical-hot-spot/ ("Finally, it is bizarre to me that it is recommended that models should not be used to inform policy makers because of uncertainty (which by extension, would also have to apply to the radiosondes and satellites in this case). Those seeking information in policy, agriculture, military, insurance, etc will need to be told about uncertainty in an appropriate way, and those groups I’m sure are used to dealing with uncertainty. Unfortunately, we do not yet have UAH satellite observations of the future, so we need to rely on models to inform outcomes";   "John uses this fact to argue that there are fundamental flaws in all climate models, and that there results should be excluded from influencing policy decisions. This goes much too far. First, many imperfect models are used to inform policy makers in many areas, including models of the economy, population growth, environmental toxins, new medicines, traffic flow, etc. etc. As pointed out by a commenter in this thread, policy makers are used to dealing with uncertain predictions. If we throw out all imperfect models, we will be reduced to consulting the pattern of tea leaves on the bottom of our cups to make decisions about the future. Second, as I argue below, there are many possible reasons for this discrepancy, and only a few substantially influence the long-term predictions.")
  310. "Testing for the possible influence of unknown climate forcings upon global temperature increases from 1950 to 2000"
  311. "Emerging pattern of global change in the upper atmosphere and ionosphere"
  312. https://cdn.exxonmobil.com/~/media/global/files/climate/11_consensus-on-co2-impacts-1982.pdf ("I would like to summarize the findings of our research in climate modeling and place our results in the existing body of knowledge of the CO2 greenhouse effect.")
  313. https://climateaudit.org/2008/04/26/tropical-troposphere/#comment-145287 (http://archive.is/py0yJ)
  314. https://climateaudit.org/2008/04/26/tropical-troposphere/#comment-145255 (http://archive.is/qBFzq)
  315. "A test of the tropical 200‐to 300‐hPa warming rate in climate models"
  316. "Spurious correlations between recent warming and indices of local economic activity"
  317. "Are temperature trends affected by economic activity? Comment on McKitrick & Michaels (2004)"
  318. "Climate change & tropospheric temperature trends, Part II - A critical examination of skeptic claims"
  319. "Climate skepticism and the manufacture of doubt: can dissent in science be epistemically detrimental?"
  320. "Global diurnal temperature range (DTR) changes since 1901"
  321. "Evaluation of historical diurnal temperature range trends in CMIP5 models"
  322. "The diurnal temperature range in the CMIP5 models"
  323. "The long-term trend in the diurnal temperature range over Asia and its natural and anthropogenic causes"
  324. "Impact of vegetation removal and soil aridation on diurnal temperature range in a semiarid region: Application to the Sahel"
  325. https://twitter.com/AtomsksSanakan/status/1055958353577426944
  326. "Global temperatures and sunspot numbers. Are they related?"
  327. "Precision lower stratospheric temperature monitoring with the MSU: Technique, validation, and results 1979–1991"
  328. "Testimony of John R. Christy, Committe on Environment and Public Works; Department of Atmospheric Science and Earth System Science Laboratory, University of Alabama in Huntsville, Huntsville AL 35899; 10 July 1997" (http://archive.is/aZ9R2)
  329. "State of the climate in 2017"
  330. "The extreme El Niño of 2015–2016 and the end of global warming hiatus"
  331. Full Committee Hearing - "Climate Science: Assumptions, Policy Implications, and the Scientific Method" (Wednesday, March 29, 2017 - 10:00am) [https://science.house.gov/legislation/hearings/full-committee-hearing-climate-science-assumptions-policy-implications-and]
  332. "The life and death of the recent global surface warming hiatus parsimoniously explained"
  333. http://www.climatefiles.com/exxonmobil/1982-memo-to-exxon-management-about-co2-greenhouse-effect/
  334. Affidavit of Melissa A. Hoffer for Civil Action No.: 16-1888F, dated August 8, 2014: "APPENDIX IN OPPOSITION TO PETITION AND EMERGENCY MOTION OF EXXON MOBIL CORPORATION TO SET ASIDE OR MODIFY THE CIVIL INVESTIGATIVE DEMAND OR ISSUE A PROTECTIVE ORDER AND IN SUPPORT OF THE COMMONWEALTH'S CROSS-MOTION TO COMPEL EXXON TO COMPLY WITH CIVIL INVESTIGATIVE DEMAND NO. 2016-EPD-36"
  335. For Civil Action No.: 16-1888F: "SUPPLEMENTAL APPENDIX IN SUPPORT OF PETITIONER'S CONSOLIDATED MEMORANDUM IN FURTHER SUPPORT OF ITS EMERGENCY MOTION AND IN OPPOSITION TO RESPONDENT'S MOTION TO COMPEL COMPLIANCE WITH THE CIVIL INVESTIGATIVE DEMAND"
  336. "Economic and political implications of climate change"
  337. "On the radiative equilibrium and heat balance of the atmosphere"
  338. "Group sunspot numbers: A new solar activity reconstruction"
  339. "Reconstruction of the sunspot group number: The backbone method"
  340. "Response of the large-scale structure of the atmosphereto global warming"
  341. "Solar activity and the mean global temperature"
  342. "Dynamical evidence for causality between galactic cosmic rays and interannual variation in global temperature"
  343. "Global atmospheric particle formation from CERN CLOUD measurements"
  344. "Solar influence on global and regional climates"
  345. "Investigation of cosmic ray–cloud connections using MISR"
  346. "Are there persistent physical atmospheric responses to galactic cosmic rays?"
  347. "Solar total and spectral irradiance: modelling and a possible impact on climate"
  348. "A review of the relevance of the ‘CLOUD’ results and other recent observations to the possible effect of cosmic rays on the terrestrial climate"
  349. https://climexp.knmi.nl/selectindex.cgi?id=someone@somewhere
  350. "Evolution of the solar magnetic flux on time scales of years to millenia"
  351. "The 10.7 cm solar radio flux (F10.7)" [DOI: 10.1002/swe.20064]
  352. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=Pre-generated+Time+Series&dataset2=none&var=Geopotential+Height&level=1000mb&pgT1Sel=16&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2019&season=0&fmonth=0&fmonth2=11&type=0&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=0&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=0&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  353. http://www.drroyspencer.com/2019/01/uah-global-temperature-update-for-december-2018-0-25-deg-c/#comment-336247 [http://archive.is/l7LQo#selection-2407.0-2407.163
  354. "Robust regional warming amplifications directly following the anthropogenic emission"
  355. Youtube: "Andrew Dessler on Satellite Temp Errors"
  356. "Global tropopause altitudes in radiosondes and reanalyses"
  357. "Variability of temperature and ozone in the upper troposphere and lower stratosphere from multi-satellite observations and reanalysis data"
  358. "A limited role for unforced internal variability in 20th century warming"
  359. "Observation and attribution of temperature trends near the stratopause from HALOE"
  360. "The long‐term trends of nocturnal mesopause temperature and altitude revealed by Na lidar observations between 1990 and 2018 at mid‐latitude"
  361. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=ERA-5&dataset2=none&var=Geopotential+Height&level=150mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=Geopotential+Height&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1979&fyear2=2017&season=1&fmonth=0&fmonth2=11&type=1&climo1yr1=1981&climo1yr2=2010&climo2yr1=1981&climo2yr2=2010&xlat1=-30&xlat2=30&xlon1=0&xlon2=360&maskx=0&zlat1=0&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  362. "Decline in Antarctic ozone depletion and lower stratospheric chlorine determined from Aura Microwave Limb Sounder observations"
  363. "A real-time Global Warming Index" [DOI: 10.1038/s41598-017-14828-5]
  364. "New insights into natural variability and anthropogenic forcing of global/regional climate evolution"
  365. "Effective strategies for rebutting science denialism in public discussions"
  366. "Climate science special report: A sustained assessment activity of the U.S. Global Change Research Program"
  367. "A reevaluation of the solar constant based on a 42-year total solar irradiance time series and a reconciliation of spaceborne observations"
  368. https://twitter.com/AtomsksSanakan/status/1158127702400000000
  369. http://www.ysbl.york.ac.uk/~cowtan/applets/trend/trend.html
  370. "Comparison of decadal trends among total solar irradiance composites of satellite observations"
  371. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=Berkeley&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1970&fyear2=2000&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=2000&climo2yr1=1970&climo2yr2=2000&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  372. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NOAA+Global+Temperature&dataset2=HadCRUT4&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1970&fyear2=2000&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=2000&climo2yr1=1970&climo2yr2=2000&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  373. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=JMA+Temperature&dataset2=JRA-55&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1970&fyear2=2000&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=2000&climo2yr1=1970&climo2yr2=2000&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  374. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NCEP%2FNCAR+R1&dataset2=none&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=1970&fyear2=2000&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=1970&climo1yr2=2000&climo2yr1=1970&climo2yr2=2000&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  375. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=GISTEMP&dataset2=Berkeley&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=2000&fyear2=2018&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=2000&climo1yr2=2018&climo2yr1=2000&climo2yr2=2018&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  376. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NOAA+Global+Temperature&dataset2=HadCRUT4&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=2000&fyear2=2018&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=2000&climo1yr2=2018&climo2yr1=2000&climo2yr2=2018&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  377. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=JMA+Temperature&dataset2=JRA-55&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=2000&fyear2=2018&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=2000&climo1yr2=2018&climo2yr1=2000&climo2yr2=2018&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  378. https://www.esrl.noaa.gov/psd/cgi-bin/data/testdap/timeseries.proc.pl?dataset1=NCEP%2FNCAR+R1&dataset2=none&var=2m+Air+Temperature&level=1000mb&pgT1Sel=10&pgtTitle1=&pgtPath1=&var2=2m+Air+Temperature&level2=1000mb&pgT2Sel=10&pgtTitle2=&pgtPath2=&fyear=2000&fyear2=2018&season=0&fmonth=0&fmonth2=11&type=1&climo1yr1=2000&climo1yr2=2018&climo2yr1=2000&climo2yr2=2018&xlat1=-90&xlat2=90&xlon1=0&xlon2=360&maskx=0&zlat1=-90&zlat2=90&zlon1=0&zlon2=360&maskx2=0&map=on&yaxis=0&bar=0&smooth=0&runmean=1&yrange1=0&yrange2=0&y2range1=0&y2range2=0&xrange1=0&xrange2=0&markers=0&legend=0&ywave1=&ywave2=&cwavelow=&cwavehigh=&cwaveint=&coi=0&Submit=Create+Plot
  379. "The gospel according to John"[http://archive.is/7jRrf]
  380. "Process-based decomposition of the decadal climate difference between 2002–13 and 1984–95"
  381. "State of the climate in 2018"
  382. "Attribution of ocean temperature change to anthropogenic and natural forcings using the temporal, vertical and geographical structure"
  383. "Middle atmosphere temperature trends in the 20th and 21st centuries simulated with the Whole Atmosphere Community Climate Model (WACCM)"
  384. "Causes of climate change over the historical record"
  385. "Climate change impacts in the United States: The third national climate assessment"
  386. "Global warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty" [https://web.archive.org/web/20191015031452/https://www.ipcc.ch/site/assets/uploads/sites/2/2019/06/SR15_Full_Report_High_Res.pdf]
  387. http://www.drroyspencer.com/2011/07/fundanomics-the-free-market-simplified/#comment-17613 [http://archive.is/s9YYF#selection-959.0-1033.738]
  388. https://thinkprogress.org/roy-spencer-i-view-my-job-a-little-like-a-legislator-supported-by-the-taxpayer-to-protect-the-3bb169c8bc9/
  389. "Role of greenhouse gas in climate change" [Manabe's video on this: Youtube, Vetenskapsakademien's video: "Role of greenhouse gas in climate change"]
  390. http://www.realclimate.org/index.php/archives/2015/02/the-soon-fallacy/ [http://archive.is/wQO7Q#selection-261.46-359.118]
  391. "A limited role for unforced internal variability in twentieth-century warming"
  392. https://www.carbonbrief.org/guest-post-why-natural-cycles-only-play-small-role-in-rate-of-global-warming [http://archive.is/SaRPi]
  393. "Estimating biases in sea surface temperature records using coastal weather stations"
  394. "The importance of unresolved biases in 20th century sea-surface temperature observations"
  395. http://www.realclimate.org/index.php/archives/2019/06/unforced-variations-vs-forced-responses [http://archive.is/NGGih]
  396. "Modeling quiet solar luminosity variability from TSI satellite measurements and proxy models during 1980–2018"
  397. "An early prediction of the amplitude of solar cycle 25"
  398. "A new compilation of globally gridded night‐time marine air temperatures: The UAHNMATv1 dataset"
  399. https://www.climatechangecommunication.org/wp-content/uploads/2019/10/America_Misled.pdf ["America Misled: How the fossil fuel industry deliberately misled Americans about climate change"]
  400. "Estimating sea surface temperature measurement methods using characteristic differences in the diurnal cycle"
  401. "100 years of progress in understanding the stratosphere and mesosphere"

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