Anastasios Tsonis

Exclusive Interview with Professor Anastasios Tsonis on "Has the Climate Recently Shifted?"

I recently invited Professor Anastasios Tsonis, of the University of Wisconsin-Milwaukee, to participate in an email interview regarding a research paper written by Tsonis and Professor Kyle Swanson titled "Has the climate recently shifted?". The peer-reviewed paper is said to conclude that global warming due to anthropogenic causes is on hold.

Here is the interview in its entirety:

Carbon Purging (CP): What is your background, and what typical activities do you do in your background?

Anastasios Tsonis (AT): I am a professor of Atmospheric sciences at the University of Wisconsin-Milwaukee. I teach and do research related to climate dynamics and variability.

CP: What prompted the researching of this paper?

AT: Our interest in understanding the natural variability of climate.

CP: Was this paper peer-reviewed?

AT: Yes.

CP: If so, who were the reviewers, and did they come to the same conclusions as you did for your research paper?

AT: The reviewers were anonymous. Their comments were supportive of our conclusions.

CP: Would a break in the mean global temperature trend suggest that anthropogenic sources are or are not the main cause of average warming global temperatures from 1880 onward?

AT: If the overall warming is due to anthropogenic sources (and not some unknown very low-frequency feature of our climate system), then a break will indicate that at this point the natural variability signal is stronger than the anthropogenic signal.

CP: Do you agree that average global temperatures have continued to increase since 2001?

AT: No. In fact it appears that the (average) global temperature has at least leveled off if not decreasing.

CP: Do the conclusions of this paper support the existence of anthropogenic global warming?

AT: The research was not designed to address this issue, however the conclusions do not rule out that natural variability may "ride" on the top of some anthropogenic or other low-frequency signal. In fact we state this in our conclusions.

CP: Would you be more inclined to say that average global temperatures are cooling, that average global temperatures are trending no change, or that average global temperatures are warming?

AT: Right now we would say that the rapid warming in the 80s and 90s has stopped and we are entering a cooler regime.

CP: In layman's terms, how did you form your conclusions?

AT: The conclusions are the results of a rigorous mathematical analysis of observed and modeled data.

CP: In layman's terms, what modeling or testing did you do to research this paper?

AT: This is too complicated to explain here.

CP: In your expert opinion, would you agree that the release of carbon dioxide into the atmosphere via anthropogenic sources contributes to the increase in average global temperature?

AT: Yes.

CP: Would you allow part of, or all of, this email interview to be excerpted at my blog?

AT: We would prefer the whole thing as we wrote it.

CP: Would you consider a follow-up interview should I have additional questions?

AT: Sure.

Professor Tsonis' time is very appreciated and his expertise is undoubted. There are some things I disagree with, however. For starters, global warming is NOT on hold.

Earth's average temperatures have been increasing; just click the link in the prior paragraph and the following links for oodles of data.

I offered a follow-up interview with Tsonis with the following questions:

Would you describe, as per your paper, the current leveling off of average yearly temperatures as "global cooling"?

I'm sure you're aware that, according to the Goddard Institute for Space Studies, NASA Goddard Space Flight Center Earth Sciences Directorate, average yearly temperatures have been increasing since 2001:

2001, 14.57 degrees Celsius
2002, 14.69 degrees Celsius (increase from 2001 & year prior)
2003, 14.67 degrees Celsius (increase from 2001)
2004, 14.60 degrees Celsius (increase from 2001)
2005, 14.76 degrees Celsius (increase from 2001 & year prior)
2006, 14.66 degrees Celsius (increase from 2001)
2007, 14.73 degrees Celsius (increase from 2001 & year prior)

Also, per the NOAA, 6 of the last 7 years since 2001 have been warmer:

year °C Anomaly from mean(1901-2000)
2005 0.6058
1998 0.5768
2002 0.5575
2003 0.5566
2006 0.5524
2007 0.5499
2004 0.5332
2001 0.4939

According to those records, every year has been warmer than 2001 (with 2008 just under 2001's average). How would you account for the increases in average global temperatures since 2001 according to Goddard/NASA and the NOAA in general?

How would you account for the increases in average global temperatures since 2001 according to Goddard/NASA and the NOAA in comparison to your findings?

Do you think that NASA/Goddard's and the NOAA's records are dependable?

Can your findings coexist with NASA/Goddard's and the NOAA's records?

Per you research, do you think, or would you agree, that although over the short-term, average global temperatures may not be increasing at the rate they were, that over the long-term, average global temperatures will continue to rise?

If so, would you agree that any continued rise in average global temperatures directly correlates to the levels of carbon dioxide in the atmosphere?

Would you agree that the rapid average temperature increases seen in the 80's and 90's are simply increasing in the 00's by smaller percentages than they have been trending?

Tsonis responded in kind, "At this point I would not get into a debate. The NASA data below practically show a leveling-off and there are other records around that show cooling. Again, our study is all about what is the natural variability, not whether there is or there is not greenhouse warming."

Tsonis points me to a Hadley Center graph which shows short-term cooling trends but ignores polar amplification, which explains the supposed cooling trend according to Hadley's data. However, even the Hadley Center predicts, per the current generation of models, unprecedented anthropogenic warming this century.

With virtually all credible scientific data continuing to forecast and prove continued anthropogenic global warming, and due to receiving little information on the study's methodology, my answer to "Has the climate recently shifted?" is no. The Earth's climate is continuing to warm beyond any doubt.

Global Warming is NOT on Hold

The Earth is currently warming, and its climate is changing everywhere. It is happening at a much faster rate than is natural. It is caused in large part by human activities. But a new study, first covered by Discovery News, has been making its way around the blogs that is causing climate change and global warming deniers to celebrate en masse - “Warming might be on hold, study finds“.

What the News Says

The news coverage details how a study, "Has the climate recently shifted?", conducted by Professors Anastasios Tsonis and Kyle Swanson, of the University of Wisconsin, may conclude that global warming due to anthropogenic causes is on hold. According to the Discovery News article,

"following a 30-year trend of warming, global temperatures have flatlined since 2001 despite rising greenhouse gas concentrations."
Discovery News asks,
"How does this square with temperature records from 2005-2007, by some measurements among the warmest years on record? When added up with the other four years since 2001, Swanson said the overall trend is flat, even though temperatures should have gone up by 0.2 degrees Centigrade (0.36 degrees Fahrenheit) during that time."

Per CNSNews.com,

"Democratic senators reported on Tuesday that despite a recent study that shows global temperatures have been dropping since 2001 and that projects the globe will continue to cool for the next several decades, they think the United States should continue to push forward with aggressive action to curb climate change."
They also report that the study projected that due to "global variation" the climate would continue to cool for the next 20 to 30 years. Tsonis told CNSNews.com that his work indicated that temperatures had flattened and slightly decreased since 2001 and that, due to natural cycles, temperature would continue to decrease for several decades. "The temperature has flattened and is actually going down," Tsonis reported. "We are seeing a new shift towards cooler temperatures that will last for probably about three decades."

Dr. William Gray, who is quoted in the article, is emeritus professor (retired, but retains his title) of atmospheric science at Colorado State University and a scientist in the field of hurricane prediction. He has lectured for some time claiming that there has been some global warming over the last 100 years largely due to natural circulation changes in the oceans.

"But the world is not in a climate crisis as Vice President Gore would say," Gray said a little over a year ago. "We have many other important problems in this world we have to work on. And this is a red herring item that we can’t do anything about anyways. If we vastly cut down on our fossil fuels it would be a drop in the bucket in terms of global temperature change. The Third World – India, China and so on – are going to keep burning these fossil fuels."

As reported by MSNBC,

"Following a 30-year trend of warming, global temperatures have flatlined since 2001 despite rising greenhouse gas concentrations, and a heat surplus that should have cranked up the planetary thermostat."

What the Bloggers Say

Anthony Watts, who writes on "Watts Up With That", had a guest post about the report by climate change denier Steven Goddard, who starts off, "It appears that global cooling recognition may be starting to make headway in the scientific community." Goddard then goes on to quote Isaac Held of the National Oceanic and Atmospheric Administration in Princeton, New Jersey: "It is possible that a fraction of the most recent rapid warming since the 1970’s was due to a free variation in climate, suggesting that the warming might possibly slow down or even stagnate for a few years before rapid warming commences again." He adds, "And Swanson thinks the trend could continue for up to 30 years." He then posts the entire MSNBC article verbatim, and finishes it up with "That is strange. We hear from highly respected authorities that we were in a period of 'unprecedented warming.' How can it be both warming and cooling at the same time?" Finally, he places an image of a graph, sourced from NASA, showing global average temperatures from 1880 to current.

What Tsonis and Swanson Say

See also: Carbon Purging's exclusive interview with Professor Anastasios Tsonis on "Has the Climate Recently Shifted".

As described in Discovery News, when added up with the other four years since 2001, Swanson said the overall trend is flat, even though temperatures should have gone up by 0.2 degrees Centigrade (0.36 degrees Fahrenheit) during that time.

As reported in CNSNews.com, Tsonis also said that neither he nor Swanson think their study undermines arguments for global warming caused by human activity.

"We are not saying there is not warming due to human activity. We are saying that there are natural shifts on top of that. But, for now, it looks like it is going to cool."

Tsonis said that currently the natural cycles, which occur in part because of the way oceans interact, are stronger than the influence human activity has on the environment. According to Tsonis, when the Earth begins to warm again in several decades, the globe could be in trouble because natural warming and man-made warming will occur simultaneously.

"At this point it [natural variation] at least balances, or may be stronger, than the human influence," said Tsonis. "But if temperatures shift again as we believe they will, then warming will be dramatic. It will be natural warming on top of human warming."

Tsonis also reports, "The temperature has flattened and is actually going down. We are seeing a new shift towards cooler temperatures that will last for probably about three decades."

Per MSNBC, "This is nothing like anything we've seen since 1950," Kyle Swanson of the University of Wisconsin-Milwaukee said. "Cooling events since then had firm causes, like eruptions or large-magnitude La Niñas. This current cooling doesn't have one."

Instead, Swanson and colleague Anastasios Tsonis think a series of climate processes have aligned, conspiring to chill the climate. In 1997 and 1998, the tropical Pacific Ocean warmed rapidly in what Swanson called a "super El Niño event." It sent a shock wave through the oceans and atmosphere, jarring their circulation patterns into unison.

Swanson thinks the trend could continue for up to 30 years. But he warned that it's just a hiccup, and that humans' penchant for spewing greenhouse gases will certainly come back to haunt us.

"When the climate kicks back out of this state, we'll have explosive warming," Swanson said. "Thirty years of greenhouse gas radiative forcing will still be there and then bang, the warming will return and be very aggressive."

See also: Carbon Purging's exclusive interview with Professor Anastasios Tsonis on "Has the Climate Recently Shifted".

What the Report Says

"Has the climate recently shifted?" essentially states that, using new measuring techniques, Earth's warming climate peaked in 2001/2002. In 2001/02 climate shifted away from the consistent warming trend for the period 1976/77 to 2001/02. This is set against a background of global CO2 emissions increasing at a rate of 3.5% per year since 2000. It describes how the Earth's various climactic feedbacks are synchronized and connected (coupled). Any misstep in this connectedness would lead to a huge "crash", or change. It does not detail, or offer any proof of, what may have caused the supposed crash, which is marked by a break in the global mean temperature trend.

It details how this shift is superimposed upon a long-term warming trend due to anthropogenic forcing.

"Extension of this analysis to the entire 20th century as shown in the bottom panel of Figure 1 reveals three climate shifts marked by breaks in the temperature trend with respect to time, superimposed upon an overall warming presumably due to increasing greenhouse gases."

They describe a graph (Figure 2 in the report) which shows seasonal temperature anomalies derived from the HadCRUT3g temperature data after 1950. They explain that over this period, there have been 6 cooling episodes, of which three are associated with tropical volcanic eruptions- Agung in 1963, El Chichon in 1982, and Pinatubo in 1991; while the 1955 and 1973 events coincide with large amplitude La Niña events. "Curiously, the most recent and ongoing cooling event has no obvious proximate explanation, as there has been no substantive recent volcanic activity and the ENSO cycle since 2001/2002 has been benign (variability of less than one standard deviation of the multivariate ENSO index)."

Here are some relevant passages:

"If as suggested here, a dynamically driven climate shift has occurred, the duration of similar shifts during the 20th century suggests the new global mean temperature trend may persist for several decades. Of course, it is purely speculative to presume that the global mean temperature will remain near current levels for such an extended period of time. Moreover, we caution that the shifts described here are presumably superimposed upon a long term warming trend due to anthropogenic forcing. However, the nature of these past shifts in climate state suggests the possibility of near constant temperature lasting a decade or more into the future must at least be entertained."

"It is straightforward to argue that a climate with significant internal variability is a climate that is very sensitive to applied anthropogenic radiative anomalies. If the role of internal variability in the climate system is as large as this analysis would seem to suggest, warming over the 21st century may well be larger than that predicted by the current generation of models, given the propensity of those models to underestimate climate internal variability."

"If the role of internal variability in the climate system is as large as this analysis would seem to suggest, warming over the 21st century may well be larger than that predicted by the current generation of models, given the propensity of those models to underestimate climate internal variability."

The Truth, and What is Being Left Out

The Earth's climate is continuing on a path of warming. Human emissions of CO2, among other greenhouse gases, are mostly to blame. The Earth is equipped to handle all natural carbon dioxide emissions; mankind's activities are wholly responsible for the increasing CO2 emissions. This is easily proven, such as by looking at the ice core records of stable CO2 concentrations since the end of the last ice age, or from carbon isotope data for fossil fuel carbon, for example. Ice core levels of CO2 in 1832 were 284 ppm. Current levels, as of February, 2009, are 387 ppm. Carbon dioxide levels have not been this high for at least 800,000 years. During the 100,000 year ice age cycle, CO2 varies between a low of approximately 200 ppm during cold periods and a high of 280 ppm during interglacials. Recent human influences have increased this to current levels. There is a large natural flux of CO2 into and out of the biosphere and oceans. In the pre-industrial era these fluxes were largely in balance. Currently about 57% of human-emitted CO2 is removed by the biosphere and oceans; without this effect CO2 levels would be even higher. The longest ice core record comes from East Antarctica, where ice has been sampled to an age of 800 thousand years BP (Before Present). During this time, the atmospheric carbon dioxide concentration has varied by volume between 180 - 210 ppm during ice ages, increasing to 280 - 300 ppm during warmer interglacials. Present carbon dioxide levels are likely higher now than at any time during the past 20 myr.

Anthropogenic global warming it not a new idea; it has been recognized as early as 1880. In fact, there's no question at all that humans are responsible for the increase of carbon dioxide in the atmosphere. The strongest evidence comes from measurements of the amount of carbon-12, -13, and -14 isotopes in the atmosphere. Carbon dioxide from burning fossil fuels has a unique signature not shared by naturally occurring CO2 from volcanoes or biomass. This is well described in IPCC reports and in this post, among other places.

These increasing levels of CO2 are causing average worldwide temperatures to trend warmer. This is the current scientific consensus. The American Meteorological Society (AMO) has endorsed the Joint Academies' Statement which is signed by eleven countries and opens with the words "Climate Change is real". Its conclusion starts out "We urge all nations, in the line with the UNFCCC principles, to take prompt action to reduce the causes of climate change, adapt to its impacts and ensure that the issue is included in all relevant national and international strategies."

The more time that passes, the more information we have solidifying this fact. The Intergovernmental Panel on Climate Change (IPCC) concludes that anthropogenic greenhouse gases are responsible for most of the observed temperature increase since the middle of the twentieth century, and that natural phenomena such as solar variation and volcanoes probably had a small warming effect from pre-industrial times to 1950 and a small cooling effect afterward. These basic conclusions have been endorsed by more than 40 scientific societies and academies of science, including all of the national academies of science of the major industrialized countries.

The bloggers and deniers quoted, the news agencies, and, above all, the report by Swanson and Tsonis fail to prove that average increasing worldwide temperatures have slowed down or trended cooler since 2001.

Of course, there is no evidence of Earth's long-term temperature average dropping; in fact, all of the evidence points to continued warming. See temperature record and temperature record since 1880, for starters.

2005 was named as the "hottest and stormiest year" on record by NASA. That record was subsequently broken in 2006.

Also regarding temperature records from 2005-2007, by most measurements among the warmest years on record, when added up with the other four years since 2001, Swanson said the overall trend is flat, even though temperatures should have gone up by 0.2 degrees Centigrade (0.36 degrees Fahrenheit) during that time.

Warming DID occur between 2001 and current. Here's some stats, per Goddard Institute for Space Studies, NASA Goddard Space Flight Center Earth Sciences Directorate:
2001, 14.57 degrees Celsius
2002, 14.69 degrees Celsius (increase from 2001 & year prior)
2003, 14.67 degrees Celsius (increase from 2001)
2004, 14.60 degrees Celsius (increase from 2001)
2005, 14.76 degrees Celsius (increase from 2001 & year prior)
2006, 14.66 degrees Celsius (increase from 2001)
2007, 14.73 degrees Celsius (increase from 2001 & year prior)

Also, per the NOAA, 6 of the last 7 years since 2001 have been warmer:
year °C Anomaly from mean (1901-2000)
2005 0.6058
1998 0.5768
2002 0.5575
2003 0.5566
2006 0.5524
2007 0.5499
2004 0.5332
2001 0.4939

To counter this information, Tsonis points me to a Hadley Center graph which shows short-term cooling trends, but ignores polar amplification. This easily explains the cooling shown by Hadley's data. However, even the Hadley Center predicts, per the current generation of models, tremendous warming this century. Damningly, even using Hadley's data the 2000s are easily the hottest decade in recorded history.

The facts speak for themselves. View this chart, sourced from NASA. It plainly tells us that there has been warming since 2001.

Further, while the recent La Niña and solar minimum have likely had a mild impact in slowing the global temperature rise, one of the likely reasons the temperature record doesn't show much warming since 2005 is that we simply lack the temperature recording stations in the Arctic and necessary to reveal the unprecedented warming there.

Tsonis and Swanson specify that their results are not at all contradictory with the idea of a long-term average global warming trend; rather, they are attempting to describe the climate's internal variability that everyone is already aware of.

The bloggers and news agencies frequently get the information all wrong, while failing to do their own actual fact checking or research. Note the frequently peppered words "may", "might", and "possible". Swanson and Tsonis continue to state that their unproven findings will lead to "rapid warming" commencing. That's right. Manmade global warming, according to the professors, will return.

Most of the so-called "experts" quoted in the news articles and blog posts are standard global warming deniers or flat-out unqualified. Dr. William Gray has zero peer-reviewed papers on climatology. Zero. Gray is a scientist in the field of hurricane prediction, which is weather forecasting, not climate science. Dr. Gray is also known for using a 1975 Newsweek about global cooling to discredit climatologists. It has been well documented by both Realclimate.org and Dr. Connolley that the scientific community never predicted an ice age. While there was talk about ice ages in mainstream magazines and even newspapers, there were no predictions of imminent global cooling in peer review journals or the National Academy of Sciences press releases. In fact, the very same year Newsweek ran their global cooling expose the National Academy of Sciences released a report on climate change which stated:

Unfortunately, we do not have a good quantitative understanding of our climate machine and what determines its course. Without this fundamental understanding, it does not seem possible to predict climate-neither in short-term variations nor in any in its larger long-term changes.

Steven Goddard, who wrote the blog post on the Watts Up With That blog, but not the story, is a standard climate change denier hack. And Steven, for the record- the climate is not warming and cooling at the same time.

Professor Bob Carter, who was also quoted in one of the posts, whose background is in marine geology, has little, if any, standing in the climate science community. He is a well known climate change skeptic. His scientific credibility on the issue is comparable to the credibility that Philip Morris has on the health effects of smoking. Carter is a member of the Institute of Public Affairs, which receives funding from Caltex, Esso Australia (a subsidiary of Exxon) and Shell and Woodside Petroleum; and fifteen major companies in the electricity industry. He has not proven his theories, or even attempted to prove them; he just writes about them with no evidence or credibility.

Swanson and Tsonis do not call their proposed find "cooling". Only climate change and global warming deniers have started calling this a global cooling. Swanson and Tsonis conclude, "If as suggested here, a dynamically driven climate shift has occurred, the duration of similar shifts during the 20th century suggests the new global mean temperature trend may persist for several decades. Of course, it is purely speculative to presume that the global mean temperature will remain near current levels for such an extended period of time. Moreover, we caution that the shifts described here are presumably superimposed upon a long term warming trend due to anthropogenic forcing." They also say that it is speculative to presume global average temperatures will remain near current levels; that any shifts would be in addition to a long term warming trend due to anthropogenic forcing; and that future warming may be larger than previously thought.

If you have any doubt about increasing global temperatures, or that average worldwide temperatures are slowing down, wait a decade. Remember, "We'll have explosive warming," Swanson said. We don't have time to wait on action, but mankind will prove its collective ability to affect worldwide temperatures, even while denying our influence on the climate.

For further information, please see the following two tables:

Average Global Temperature, 1880-2007

Composite CO2 record (0-800 kyr BP)


Average Global Temperature, 1880-2007
Average Global Temperature, 1880-2007
Year
Temperature
Degrees Celsius
1880
13.88
1881
13.86
1882
13.98
1883
13.94
1884
13.57
1885
13.76
1886
13.73
1887
13.53
1888
13.75
1889
14.05
1890
13.78
1891
13.44
1892
13.59
1893
13.60
1894
13.67
1895
13.67
1896
13.72
1897
13.85
1898
13.80
1899
13.75
1900
13.94
1901
13.95
1902
13.70
1903
13.65
1904
13.58
1905
13.75
1906
13.85
1907
13.60
1908
13.70
1909
13.69
1910
13.80
1911
13.75
1912
13.67
1913
13.72
1914
13.98
1915
14.05
1916
13.80
1917
13.53
1918
13.66
1919
13.92
1920
13.83
1921
13.95
1922
13.90
1923
13.83
1924
13.88
1925
13.84
1926
14.04
1927
13.94
1928
13.99
1929
13.77
1930
13.96
1931
14.02
1932
14.04
1933
13.89
1934
14.05
1935
13.92
1936
14.02
1937
14.12
1938
14.15
1939
13.98
1940
14.14
1941
14.12
1942
14.11
1943
14.06
1944
14.11
1945
13.99
1946
14.01
1947
14.12
1948
13.98
1949
13.91
1950
13.83
1951
13.98
1952
14.04
1953
14.12
1954
13.91
1955
13.92
1956
13.82
1957
14.08
1958
14.10
1959
14.05
1960
13.98
1961
14.10
1962
14.05
1963
14.02
1964
13.75
1965
13.85
1966
13.92
1967
13.98
1968
13.91
1969
14.00
1970
14.04
1971
13.90
1972
13.95
1973
14.18
1974
13.94
1975
13.98
1976
13.79
1977
14.16
1978
14.07
1979
14.14
1980
14.28
1981
14.40
1982
14.09
1983
14.34
1984
14.15
1985
14.12
1986
14.19
1987
14.35
1988
14.39
1989
14.26
1990
14.48
1991
14.44
1992
14.15
1993
14.19
1994
14.32
1995
14.46
1996
14.39
1997
14.41
1998
14.72
1999
14.46
2000
14.42
2001
14.57
2002
14.69
2003
14.67
2004
14.60
2005
14.76
2006
14.66
2007
14.73
Source: Goddard Institute for Space Studies, NASA Goddard Space Flight Center Earth Sciences Directorate, "Global Temperature Anomalies in .01 C," at data.giss.nasa.gov/gistemp/tabledata/GLB.Ts.txt, updated January 2008.


Composite CO2 record (0-800 kyr BP)
Composite CO2 record (0-800 kyr BP)
Age (years BP)
CO2 (ppmv)
0
387.41
137
280.4
268
274.9
279
277.9
395
279.1
404
281.9
485
277.7
559
281.1
672
282.2
754
280.1
877
278.4
950
276.6
1060
279.1
1153
277.7
1233
278.7
1350
277.4
1453
279.2
1552
280
1638
278.9
1733
278.7
1812
278
1931
276.9
2057
276.7
2128
276.7
2212
277.6
2334
277.9
2433
273.9
2536
278.9
2604
275.3
2728
274.7
2806
276.3
2902
274.6
3053
276.3
3116
273.1
3215
274
3336
275
3453
273.4
3523
273
3622
271.5
3721
275.4
3790
274.9
3910
271.7
4004
271.6
4096
272.8
4161
271.5
4324
271.1
4374
269.1
4480
269.8
4573
271.5
4703
270.7
4766
269.3
4874
268.6
5004
269.8
5094
267.6
5160
265.3
5274
265.2
5370
267.6
5476
265.9
5562
265.5
5657
260.7
5716
266.7
5855
265.5
5998
263.2
6039
262.7
6131
261.2
6263
261.1
6354
259.4
6434
262.1
6545
262.9
6617
258.1
6713
257.6
6838
262.3
6941
263
7028
260.7
7112
258.4
7234
260.1
7320
260.4
7413
259.7
7507
259.2
7590
260.8
7691
259.6
7781
259.3
7876
258.3
7990
261.3
8050
260.7
8181
261.8
8281
259
8387
260.9
8477
260.4
8579
259.3
8653
262
8784
263.7
8869
263.8
8973
265.2
9092
260.6
9140
260.9
9232
263
9317
263.8
9536
264.4
9597
264.2
9721
264
9807
263.4
9909
265.7
9983
264.9
10088
267.5
10209
266.9
10294
266
10417
265.1
10527
267.6
10621
264.8
10744
264.8
10805
265
10827
265.3
10895
264.4
10933
264.1
11014
264.2
11087
264.5
11136
264
11201
263
11236
265.2
11278
258.8
11338
260.8
11392
255.4
11436
253.9
11469
253.8
11580
250.7
11635
249.7
11676
251.1
11727
250.7
11819
245.3
11896
245.3
11958
246.6
12050
243.2
12122
240.3
12371
237.5
12496
237.6
12642
234.2
12760
238.3
12942
237.3
13090
237.9
13241
237.6
13440
236.4
13542
239.2
13653
238.6
13804
238.6
13948
239.1
14303
228.5
14550
228.4
14725
226.1
14890
225.2
15012
224.5
15233
222
15438
221
15570
220.9
15742
219.4
15886
214
16073
207.5
16260
207.7
16452
202.9
16659
200.8
16870
195.2
17111
193.9
17375
191
17565
188.5
17809
188.5
17943
189.2
18285
187
18541
188.6
18828
189.4
18868
192.3
18921
188.3
19347
188.7
19509
188.8
19748
190
19988
188
20168
188.2
20197
195
20502
187.8
20748
186.9
21011
186.5
21257
184.7
21507
186.1
21854
185.7
22015
184.4
22827
189.2
25994
191.6
29063
188.5
30020
191.7
35009
205.3
37471
209.1
43500
209.1
47336
189.3
48854
188.4
49690
210.1
50663
215.7
52382
190.4
57088
221.7
57657
210.4
62859
195.3
64939
191.4
65939
194.9
71049
227.3
73227
229.1
77150
217.1
78183
221.7
80614
230.9
82417
241.1
83333
236.4
84016
228
85020
214.2
86181
217
87917
208
90357
224.2
91249
228.3
94353
232
99849
225.8
100837
230.8
101749
236.9
103465
228.1
104704
236.9
105636
230.6
107579
238.2
108153
245.6
109804
251.2
111862
256.7
113262
266.3
114096
261.4
114601
274.5
115118
273.2
116501
262.5
117750
267.6
118649
273.7
119672
271.9
120382
265.2
121017
277.6
122344
272.1
123070
276.4
124213
268.7
124257
266.6
124789
266.3
125081
279.7
125262
273
125434
277.1
126347
273.7
126598
267.1
126886
262.5
127132
262.6
127622
275.3
127907
275.6
128344
274
128372
287.1
128609
286.8
128866
282.6
129146
264.1
129340
263.4
129652
257.9
129736
259
131329
245
131455
240.4
131728
228.9
132492
223.5
133069
223.9
133105
220.3
133427
210.6
134123
208.9
134287
203.7
134960
204.5
135114
200.4
135207
198
135603
198
135883
201.7
136011
200.7
136251
202.4
136567
195.8
136655
201.1
137293
194.3
137633
193.4
137982
194.2
138185
190.2
139275
192.3
139617
196.5
140899
195.6
140960
196.4
142058
190.4
145363
196.9
148831
203
149803
191.9
149921
188.9
151423
200.6
154480
189
155395
185.5
155813
187.5
159562
204.3
159943
196.5
161679
191.6
162228
190.1
163024
186.7
163698
183.8
164439
196.6
167183
197.8
169492
197.7
171351
196
172434
190.3
173135
189.4
173394
190.1
175306
207.7
177139
213.2
178179
217.7
179117
198.1
180068
199.7
182046
203.4
184685
210.7
186697
231.3
188436
231.4
189076
220.3
190352
218
192910
226.5
193481
220
195017
226.4
195673
241.2
196179
242.6
198972
250.9
199918
239.1
201163
247.6
202413
244.4
202874
231.9
203317
232.2
203837
228.6
204480
226.3
204908
229.4
205362
231.4
205952
238.1
206144
237.2
206810
230
207120
240.5
207544
242.2
208064
244.6
208254
243.9
208803
247.2
208995
252
209432
246.9
209817
239.5
210154
257.4
210813
243.4
211858
251.2
212716
241.4
213270
240.3
213536
242.6
213984
247.5
214459
251.7
214794
251.1
215382
245.3
216352
240.5
218361
214.1
219116
216.1
220058
207.1
220739
208.8
222030
205.6
224269
203.3
224923
215.7
225909
235.5
226711
234.5
227027
233.1
227776
224.5
229423
232.4
230422
233.9
231066
241.6
234817
245.2
235480
252.1
236114
241.4
236734
247.4
237294
243.1
237868
239.1
238558
245.6
239013
245.8
239477
247.4
239973
252.8
240945
259.7
241366
263.2
242007
279
242346
280.2
243071
263.7
243429
252.3
243856
249.9
244347
236.7
244864
230.4
245441
219.4
247681
214.7
250133
200.2
251005
213.9
251864
195.4
252739
196.7
253636
195.4
255498
199
256309
201.9
257100
204
258661
203.9
260353
209.6
260916
205.7
262092
208.9
262930
214.6
264509
228.1
265653
199.9
266326
211.7
267442
188.7
268181
187.2
269154
194.2
270222
198.8
271256
184.7
272311
190.4
273310
193.9
274321
194.1
275350
198.4
276326
193.2
277361
202.2
278350
204.5
279320
211
280269
215.3
281758
223.7
283785
231.3
285380
228
286128
226.4
287036
231.4
287538
230.4
288233
231
290153
234.9
290730
220.4
291367
217.1
292405
207.6
293057
206
293779
206.7
294568
212.7
295930
213.1
297921
217.1
298741
224.4
299621
231
300472
236.1
301402
239
302280
236
303226
240.2
304232
240.7
304901
250.2
305655
248.6
306547
244.8
307495
225.8
308744
227.8
309389
226.2
310168
233.2
311013
237.8
311868
239
312676
241.9
313414
251.6
314144
256.7
314867
257.1
315572
246.8
316200
272.6
316897
251.6
317734
245.2
318559
233.4
319480
255.8
320358
249.2
322015
257.2
322767
260.4
323526
260.3
324280
260.5
324971
266.2
325720
264
326321
266.1
326972
270.1
327590
271.9
328221
275.1
329475
265
330208
271.7
330740
272.6
331438
273.1
331944
282.4
332285
289.1
332462
288.4
332919
298.6
333380
278.1
333890
285.8
334261
278.6
334748
270.5
335287
255.7
335918
241.9
336725
239.6
337391
234.2
339298
250.1
340456
200.7
341802
205.2
343282
204.8
344446
211.9
345980
220.3
348298
221.1
349688
216.2
350925
209.4
352275
209.2
355302
193
356898
186.1
358712
185.8
360957
201.2
363385
206.3
366235
201.9
367856
199.9
369446
214.7
371090
224.6
372646
229.6
376568
227
378096
240
379696
239.1
381132
246.8
382670
245.8
384534
258.1
385398
264.6
386144
259.2
388062
255.2
389946
250.1
391896
266.3
392544
259.5
393579
273.6
394560
260.7
398086
276.3
399722
277.1
400504
283.2
402000
283.1
402731
275.7
404181
276.5
404927
280.5
406368
279.6
407093
285.6
408600
284.5
409383
275.2
409383
274.2
410206
282.6
411071
283.5
412962
274.9
413948
264.9
414963
271.6
415717
276.4
416193
271.7
417191
273.4
417698
271.8
418245
274.6
419260
273.7
419808
271.2
420350
273.8
421484
268.6
422074
266.4
422649
270.6
423764
267.7
424332
268.3
424840
270.8
425242
270
425569
265.4
425975
255.3
426598
252.1
427285
248.2
427566
242.5
429006
219.7
429876
227.2
431063
211.5
431445
207.6
432599
209.8
433674
207.5
434804
200.3
435989
201.7
437152
201.3
438356
202
439565
199.1
441220
201.1
442411
203.5
443562
208.1
444650
201.7
445829
201.2
446984
204.9
448103
201.9
449244
198.4
450455
193.3
451593
192.5
452283
199.1
452795
204.3
453514
203.3
454023
208.3
455279
202.4
456591
195.5
458049
190.7
459430
194.4
460792
199.9
461687
205.2
462133
210
463456
208.1
464866
204.4
466265
203.4
467602
205.5
468323
206.5
468810
215.5
469470
218.7
469941
229.2
470597
232.7
471046
243.7
471763
243.9
472095
245.6
473102
241.2
474162
233.1
475218
232.8
476240
236.6
477162
239.1
477719
236.5
478124
231.3
478721
220.8
479144
218.8
480108
223.8
481035
223.4
481932
227.3
482803
231.4
483649
231.4
484465
231.2
485276
233
486043
232.9
486816
231.3
487541
237.1
488268
242
488689
240.9
488996
252.8
489475
249.3
489722
242.6
490445
243.3
491191
246.7
491959
243.7
492738
239.7
493507
239.1
494311
238.3
495085
238.5
495853
237.6
496608
236.4
497366
236.5
498104
232.8
498865
230.6
499610
230.8
500363
228.2
501130
230.8
501866
231.2
502625
232
503375
232.2
504083
234.1
504777
233.9
505516
235.5
506287
236
507011
238.2
507714
237
508476
240.3
509247
233.4
510008
236.4
510765
235.2
511515
242
512269
238.2
512997
239.2
513724
241.5
514429
243
515113
247.2
515771
246.2
516417
245.5
517069
245.3
517706
247.7
518334
245.5
518965
243.5
520892
241.9
521552
236.8
522216
235.8
522923
233.7
523666
230.3
524409
227.8
525164
224.7
525908
222.7
526661
221.2
527454
220.3
528262
220.7
528747
214.5
529101
211.4
529640
204.4
530016
200
530685
195.1
531035
193.8
531662
190.5
532119
199.8
533246
199.4
534364
205
535483
206.4
536622
212.9
537770
211.2
538959
205
540154
203.6
541345
208.1
542502
210.3
543676
209.6
544804
209.7
545956
204.6
547013
202.5
547573
208.8
547972
213.6
548933
215.2
549830
219.9
550637
221.7
551124
222.3
551452
226.3
551979
222.1
552250
220.3
552961
223.6
553626
224.3
554254
226.7
554831
233.9
555345
241
555637
243
555839
249.1
556143
244
556364
250.5
556724
245.6
556889
240.4
557385
238.1
557887
234.5
558183
229.7
558393
230.2
558929
230.3
559461
228.3
559972
231.6
560459
231.9
560930
234.6
561309
234.1
561846
240.1
562272
242.3
562690
245.7
563115
245.8
563517
247.6
563918
251.4
564311
252.4
564699
252.6
565077
251.4
565466
253.7
565851
254.3
566233
253.9
566619
254.5
567007
253.2
567381
253.9
567777
252.8
568167
253
568556
250.2
568946
251.3
569331
250
569728
251.3
570139
251.8
570548
251.8
570955
249.6
571367
251.6
571775
250.3
572190
246.3
572619
247.7
573037
249.2
573462
248.7
573902
251.8
574353
251.9
574803
252.1
575265
248.9
575730
252.5
576222
252.9
576723
251.3
577242
251.3
577769
251.1
578305
249.1
578857
252.9
579435
251.5
579821
244.1
580019
243.8
580400
236.2
580695
230.3
581160
225.2
581507
219.4
582000
215.4
582391
209.9
583034
206.7
583413
210.6
586406
224
586893
226
587647
234.4
588034
238.8
588716
246.3
589224
250.2
589868
248.1
590335
243.6
590893
237.4
592279
225.7
592697
229.4
593415
233.2
593870
238.1
594639
238
595189
232.9
595950
221.2
596515
216.4
597443
216.3
597966
219
598833
226
599434
229.4
600882
232.5
602278
237.9
603673
239.1
605076
244.5
606374
248.5
607708
254.6
608929
259.2
610136
257.7
611319
259.6
612514
258
613709
256
614923
252.5
616227
252.4
617544
252.3
618955
247.9
620338
245.4
621760
243
623214
238.6
624690
237.3
625570
234.3
626215
227.8
627211
214.9
627999
205
629446
198.7
630295
199.9
632001
199.5
632856
195.6
634592
192.1
635489
193.9
636957
193
638127
194.3
639848
187.7
640760
189.1
642405
190.2
643204
190.4
644662
194.1
645470
194.6
646723
188.6
647588
190.5
648946
192.1
649598
194.8
650891
187.8
651556
192
652802
185.8
653448
185.3
654473
191.3
655202
193.2
656286
198.4
656882
198.7
657923
191.3
658474
189.2
659524
182.4
660084
183.9
660981
186.6
661650
189.8
662669
187.8
663206
189
664192
189.1
664690
185.8
665645
178.2
666174
178.5
666995
172.7
667569
171.6
668447
175.6
668934
178.5
669751
185.5
670176
189.3
670916
192.6
671286
194.6
671926
192.5
672386
194.8
673095
198.7
673475
202.3
674173
209.2
674521
213.7
675589
220
676170
217.4
676524
214
677068
215.6
677380
217.4
677984
226.5
678291
230
678914
230.8
679252
230.3
679732
223
680081
225
680608
218.4
680920
216.2
681531
217.3
681849
219.7
682446
222.6
682762
221.3
683262
218.7
683612
217.5
684142
217.5
684419
219.4
684949
219.5
685217
219.7
685716
223.5
685980
224.4
686425
224.3
686726
227.3
687227
228.7
687470
228.8
687949
232.3
688195
233
688652
235.8
688881
234.9
689304
235.8
689603
239.9
690057
235.6
690294
234.8
690771
240
690999
234
691432
235.6
691672
236.6
692057
235.5
692338
235.9
692765
232.9
692990
234.8
693433
234.1
693639
234.1
694068
235.4
694300
234.4
694672
235.8
694941
236.9
695383
236.7
695618
237.6
696062
234.6
696287
234.8
696717
235.4
696963
232.9
697331
232.4
697660
232.2
698120
231
698386
228
698880
226.4
699102
227.7
699633
227.6
699909
226
700389
228.7
700744
227.6
701242
228.2
701606
228.8
702158
229.3
702381
230.3
702988
232.4
703384
232.8
703934
231.2
704211
231.2
704973
233.9
705410
228.5
706141
228.6
706409
228.1
709680
219.7
710237
220.2
711104
218.9
711421
218.7
712833
218.5
713843
222.3
714288
221.7
715180
217.7
715750
222.1
716704
208.1
717065
205
718064
192.9
718779
184.3
719794
187.8
720337
195.2
721318
206.3
722039
211.3
723133
213.4
723464
213.2
724445
210.3
725059
206.3
725937
206.6
726322
208.1
727192
204.5
727732
205.5
728568
205.1
728921
205.4
730299
204
730949
204.1
731329
204.9
732141
203.8
732548
205.9
733261
203.9
733543
204.4
734223
205.3
734604
207.4
735167
201.7
735459
201.3
736079
204.1
736460
209.7
737034
208.1
737266
211.3
737889
210.6
738272
206.5
738844
200.3
739137
197.8
739842
185
740277
178.9
741021
178.6
741307
176.6
742075
177.9
742558
182.3
743233
181.7
743589
180.4
744354
181.2
744843
182
745836
180.2
746643
183.1
747110
180.8
747759
180.8
748101
180.4
748913
181.4
749401
182.9
750194
184.8
750476
184
751301
186.2
751830
190.1
752605
188
752978
196.5
753984
191.5
754394
195.8
755241
200.5
755495
201.9
756357
206
756871
210.7
757561
215
757962
219.2
758259
215.3
758475
217.6
758883
217.9
759306
214.9
760202
208.8
760500
206.9
761453
206.1
762064
212
762871
216
763319
215
763686
225.7
763934
221.4
764249
224.1
764833
222.6
765735
216.8
766110
215.7
767096
213.5
767737
217.7
768655
222.4
769050
221.4
769514
228.1
769787
226
770133
231.5
770447
235.6
770724
238.2
770994
235.6
771260
237.7
771708
229.5
772076
230.9
773043
230
773680
233.3
774548
236.9
775051
240.5
776037
238.8
776636
243.9
777556
246.3
777900
246.1
778798
245.8
779364
243.9
780268
248.5
780612
242.8
781535
248.7
782059
246.2
783263
252.1
784147
246.9
784692
250.7
785413
253.3
785789
255.4
786587
260.3
787076
256.9
787805
248.1
788033
247.9
788887
229.5
789381
226.3
790153
218.2
790538
221.3
791491
215.4
792081
205.1
792943
204
793260
209
794608
199.4
795202
195.2
796467
189.3
797099
188.4
798512
191
Source: NOAA
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