Which Trend Is Best?
18
March, 2017
NASA
just released temperature data for February
2017.
Should we be worried? Yes, there are many reasons to be very
worried.
Let's go back in time. This is from a post written ten years ago:We may suddenly face a future in which many if not most people will have little or no access to food, water, medicines, electricity and shelter, while diseases go rampant and gangs and warlords loot and devastate the few livable areas left. Human beings as a species will face the risk of total extinction, particularly if many species of animals and plants that humans depend on will disappear. The post continues: Many people are still in denial about the severity of the problem of global warming, the accumulation of dangers and their progression.
Indeed, even today many people will still deny that such events could strike suddenly, e.g. within a few years time. Many people use linear trends to predict the future many years from now. As an example, the straight blue line on the graph below is a linear trend based on NASA 1880-current meteorological stations data. The problem is that linear trends, especially when based on data that go back many years, can make people overlook important recent changes such as the temperature rise that has taken place over the past few years, the decline of glaciers and sea ice and the recent increases in concentrations of carbon dioxide in the atmosphere.
Let's go back in time. This is from a post written ten years ago:We may suddenly face a future in which many if not most people will have little or no access to food, water, medicines, electricity and shelter, while diseases go rampant and gangs and warlords loot and devastate the few livable areas left. Human beings as a species will face the risk of total extinction, particularly if many species of animals and plants that humans depend on will disappear. The post continues: Many people are still in denial about the severity of the problem of global warming, the accumulation of dangers and their progression.
Indeed, even today many people will still deny that such events could strike suddenly, e.g. within a few years time. Many people use linear trends to predict the future many years from now. As an example, the straight blue line on the graph below is a linear trend based on NASA 1880-current meteorological stations data. The problem is that linear trends, especially when based on data that go back many years, can make people overlook important recent changes such as the temperature rise that has taken place over the past few years, the decline of glaciers and sea ice and the recent increases in concentrations of carbon dioxide in the atmosphere.
 |
[
click on image to enlarge ]
|
An
alternative approach is to use recent data, e.g., from the year
2012, and then calculate a polynomial trend that extends a few years
into the future. Taking such an approach can result in a polynomial
trend (red curved line) that is contained in the NASA
Land+Ocean data from January 2012 to February 2017. This trend
shows the potential for a 10°C (18°F) rise four years from now,
and this should act as a powerful warning.
The appropriateness of linear versus non-linear trends was also discussed earlier at the Controversy page.
In addition to looking at trends that are contained in such data, it makes sense to analyse the different elements contributing to such a rise. Such elements are discussed in more detail at the extinction page, which confirms the potential for a 10°C temperature rise within years, i.e. by the year 2026.
The situation is dire and calls for comprehensive and effective action as described in the Climate Plan.
Links
• Climate Planhttp://arctic-news.blogspot.com/p/climateplan.html
• Ten Dangers of Global Warminghttp://arctic-news.blogspot.com/p/ten-dangers-of-global-warming.html
• Extinctionhttp://arctic-news.blogspot.com/p/extinction.html
• Controversyhttp://arctic-news.blogspot.com/p/controversy.html
• Warning of mass extinction of species, including humans, within one decadehttp://arctic-news.blogspot.com/2017/02/warning-of-mass-extinction-of-species-including-humans-within-one-decade.html
Furthermore, there are many feedbacks that can be expected to reinforce sea ice decline. Two such feedbacks are:
Sam Carana, on the other hand, sees no good reason not to post such a reading. Sam Carana points at a more recent Barrow, Alaska, methane reading that confirms that methane levels as high as the above 2845 ppb are indeed recorded (image below). The veracity of both above image and the image below was confirmed by Harold Hensel who independently downloaded these images from the NOAA websites.
Sam Carana further argues that the reading is noteworthy as it is an additional indication that large abrupt methane releases from the seafloor of the Arctic Ocean constitute a threat that should be acted upon. As the post adds, the big danger is that the combined impact of these feedbacks will accelerate warming in the Arctic to a point where huge amounts of methane will erupt abruptly from the seafloor of the Arctic Ocean.
The image below shows high methane concentrations over the Arctic Ocean on October 11, 2015, pm, at 840 mb, i.e. relatively close to sea level. Note that methane concentrations over most of the Arctic Ocean are approaching 2000 ppb.
The image below shows high levels of methane over the Arctic Ocean at higher altitude (469 mb) on October 28, 2015, pm, when methane levels were as high as 2345 ppb.
Note that the above two images have different scales. The data are from different satellites.
The video below shows images from the MetOp-2 satellite, October 31, 2015, p.m., at altitudes from 3,483 to 34,759 ft or about 1 to 11 km (241 - 892 mb).
The appropriateness of linear versus non-linear trends was also discussed earlier at the Controversy page.
In addition to looking at trends that are contained in such data, it makes sense to analyse the different elements contributing to such a rise. Such elements are discussed in more detail at the extinction page, which confirms the potential for a 10°C temperature rise within years, i.e. by the year 2026.
The situation is dire and calls for comprehensive and effective action as described in the Climate Plan.
Links
• Climate Planhttp://arctic-news.blogspot.com/p/climateplan.html
• Ten Dangers of Global Warminghttp://arctic-news.blogspot.com/p/ten-dangers-of-global-warming.html
• Extinctionhttp://arctic-news.blogspot.com/p/extinction.html
• Controversyhttp://arctic-news.blogspot.com/p/controversy.html
• Warning of mass extinction of species, including humans, within one decadehttp://arctic-news.blogspot.com/2017/02/warning-of-mass-extinction-of-species-including-humans-within-one-decade.html
Controversy
Contributors
to the Arctic-News Blog each express their own view. While all
contributors share a deep concern about the way climate change is
unfolding in the Arctic, there can be strong differences in views
between contributors on some issues.
This page discusses some of the issues where there appear to be opposing views among contributors.
Names of contributors are typically added at the top of posts, sometimes accompanied by descriptions with further background on contributors. Posts without the name of one or more specific contributors are written by Sam Carana. For more background on contributors, see the About page.
1. What kind of actions should be taken
Sam Carana was a founding member of the Arctic Methane Emergency Group (AMEG). In January 2013, persistent differences in view as to what action should be taken prompted Sam Carana to leave the group and to articulate the action proposed by Sam Carana in the Climate Plan, a comprehensive plan that advocates several lines of action to be implemented in parallel.
Differences in view on this issue continue to exist among contributors. Other contributors may advocate other action or may prefer to remain silent as to the specifics of some action. Nathan Currier has articulated the action he proposes at the site 1250now. Nick Breeze writes at Envisionation.
2. Non-linear trendlines (polynomial and exponential growth)
Paul Beckwith has expressed concerns that the use of polynomial trendlines, given their focus on recent data, are not appropriate in climate change projections. Paul therefore believes that, as a climate scientist, he needs to take distance from graphs using polynomial trendlines.
While acknowledging Paul's point, Sam Carana does use polynomial trendlines in graphs, arguing that polynomial trendlines do show scenarios that could eventuate in the near term and therefore constitute important warnings to reduce the risk of abrupt climate change.
Sam Carana as editor argues that the Arctic-news blog should alert readers when dangerous situations threaten to develop in the Arctic. Important in this regard is how the precautionary principle is interpreted. Risk is a combination of both the probability that something will eventuate and the severity of the consequences. The consequences of large amounts of methane escaping from the Arctic Ocean seafloor could be so severe that even a small chance that this will eventuate constitutes a huge risk and therefore deserves serious attention. Accordingly, argues Sam Carana, the precautionary principle therefore should lead to comprehensive and effective action to reduce the risk.
One characteristic of polynomial trendlines is that they can amplify relatively small recent rises or falls, making the trendline go through the roof when extended far into the future. This can be avoided by limiting the plot area of the graph.
This page discusses some of the issues where there appear to be opposing views among contributors.
Names of contributors are typically added at the top of posts, sometimes accompanied by descriptions with further background on contributors. Posts without the name of one or more specific contributors are written by Sam Carana. For more background on contributors, see the About page.
1. What kind of actions should be taken
Sam Carana was a founding member of the Arctic Methane Emergency Group (AMEG). In January 2013, persistent differences in view as to what action should be taken prompted Sam Carana to leave the group and to articulate the action proposed by Sam Carana in the Climate Plan, a comprehensive plan that advocates several lines of action to be implemented in parallel.
Differences in view on this issue continue to exist among contributors. Other contributors may advocate other action or may prefer to remain silent as to the specifics of some action. Nathan Currier has articulated the action he proposes at the site 1250now. Nick Breeze writes at Envisionation.
2. Non-linear trendlines (polynomial and exponential growth)
Paul Beckwith has expressed concerns that the use of polynomial trendlines, given their focus on recent data, are not appropriate in climate change projections. Paul therefore believes that, as a climate scientist, he needs to take distance from graphs using polynomial trendlines.
While acknowledging Paul's point, Sam Carana does use polynomial trendlines in graphs, arguing that polynomial trendlines do show scenarios that could eventuate in the near term and therefore constitute important warnings to reduce the risk of abrupt climate change.
Sam Carana as editor argues that the Arctic-news blog should alert readers when dangerous situations threaten to develop in the Arctic. Important in this regard is how the precautionary principle is interpreted. Risk is a combination of both the probability that something will eventuate and the severity of the consequences. The consequences of large amounts of methane escaping from the Arctic Ocean seafloor could be so severe that even a small chance that this will eventuate constitutes a huge risk and therefore deserves serious attention. Accordingly, argues Sam Carana, the precautionary principle therefore should lead to comprehensive and effective action to reduce the risk.
One characteristic of polynomial trendlines is that they can amplify relatively small recent rises or falls, making the trendline go through the roof when extended far into the future. This can be avoided by limiting the plot area of the graph.
 |
Polynomial
trendlines are not the only way to warn about accelerating
developments. The image on the right shows ice mass loss on
Greenland and Antarctica. The Grace satellites were launched in
March 2002, so we only have these data from 2002 to 2015. The
baseline can be put anywhere between 2002 and 2015, without changing
the shape of graphs. Putting the baseline at 2002, as in the top
image right, could create the false impression that no melting had
occurred prior to 2002. Putting the baseline halfway in between 2002
and 2015, as in the image on the right below, therefore makes more
sense.
The baseline is thus put halfway in between the years for which data are available, which shows that the ice mass has fallen more steeply on Greenland than on Antarctica. It also makes it easier to spot acceleration of ice loss. Acceleration of ice loss on Antarctica is relatively minor, starting at about +1000 Gt and ending at about -1000 Gt It was actually somewhat below -1000 Gt for a while in 2014. Anyway, ice loss on Greenland was not only more, the loss is also speeding up, starting at +1500 Gt and ending at far below -1500 Gt, i.e. at about -2000 Gt. This way, the graph shows more clearly that Greenland's ice loss is speeding up in a non-linear way, without resorting to polynomial trendlines to show this.
Nonetheless, a polynomial trendline is much stronger in making this point, when extending the trend into the future, as illustrated by the graph below.
The baseline is thus put halfway in between the years for which data are available, which shows that the ice mass has fallen more steeply on Greenland than on Antarctica. It also makes it easier to spot acceleration of ice loss. Acceleration of ice loss on Antarctica is relatively minor, starting at about +1000 Gt and ending at about -1000 Gt It was actually somewhat below -1000 Gt for a while in 2014. Anyway, ice loss on Greenland was not only more, the loss is also speeding up, starting at +1500 Gt and ending at far below -1500 Gt, i.e. at about -2000 Gt. This way, the graph shows more clearly that Greenland's ice loss is speeding up in a non-linear way, without resorting to polynomial trendlines to show this.
Nonetheless, a polynomial trendline is much stronger in making this point, when extending the trend into the future, as illustrated by the graph below.
 |
|
Dramatic ice mass loss
on Greenland looks set to get even worse. |
Below
is another example of the use of polynomial versus linear
trendlines, from the post Arctic
sea ice remains at a record low for time of year.
 |
|
INSET: while a
polynomial trendline captures the rise from 2000 and extends it
into the future, a linear trendline doesn't project temperature
anomalies to rise above 1°C before 2020, even though
the January 2016 value was 1.82°C |
For
a further example of polynomial versus linear trendlines, see the
post 'More
than 2.5m Sea Level Rise by 2040?'
The comparison image below, from the FAQ page, illustrates that - in some cases - an exponential trendline can be more appropriate than a linear trendline. In this case, a linear trendline has 9 years fall outside its 95% confidence interval, versus only 4 years for an exponential trendline.
The comparison image below, from the FAQ page, illustrates that - in some cases - an exponential trendline can be more appropriate than a linear trendline. In this case, a linear trendline has 9 years fall outside its 95% confidence interval, versus only 4 years for an exponential trendline.
Furthermore, there are many feedbacks that can be expected to reinforce sea ice decline. Two such feedbacks are:
- albedo change, i.e. less sea ice means that more sunlight will be absorbed by the Arctic Ocean, rather than being reflected back into space as before; and
- storms that have more chance to grow stronger as the area with open water increases.
These
two feedbacks have been active from 1979 when satellites first
started to measure sea ice, which justifies the use of an
exponential trendline. As such feedbacks start to kick in more,
though, warming water threatens to cause destabilization of
sediments that can contain huge amounts of methane. Even relatively
small increases of methane releases over the Arctic Ocean can
therefore justify the use of polynomial trendlines.
3. How much change in ice has there been on Antarctica and Greenland over the years and why is this a problem?
Above graph illustrates the threat of sea level rise, while the graph is also useful in the discussions as to how much change in ice there has been on Antarctica and Greenland over the years, e.g. in studies such as at
3. How much change in ice has there been on Antarctica and Greenland over the years and why is this a problem?
Above graph illustrates the threat of sea level rise, while the graph is also useful in the discussions as to how much change in ice there has been on Antarctica and Greenland over the years, e.g. in studies such as at
http://www.nasa.gov/feature/goddard/nasa-study-mass-gains-of-antarctic-ice-sheet-greater-than-losses
Lead author Jay Zwally concludes: "If the 0.27 millimeters per
year of sea level rise attributed to Antarctica in the IPCC report
is not really coming from Antarctica, there must be some other
contribution to sea level rise that is not accounted for.”
Sam Carana comments that it may well be that more sea level rise than previously thought is actually coming from Greenland, especially from its interior. As the above graph shows, ice loss on Antarctica is relatively minor compared to Greenland, where there was not only more ice loss, this loss is also speeding up, from +1500 Gt in 2002 to about -2000 Gt in 2014, with a trendline pointing at -7500 Gt in 2025.
Melting on Greenland (and North-East Canada) is enlarging the cold freshwater lid over the North Atlantic. This speeds up warming of the Arctic Ocean seafloor, threatening to unleash huge amounts of methane from destabilizing hydrates, as discussed at many posts at the Arctic-news blog, such as this one:http://arctic-news.blogspot.com/2015/10/september-2015-sea-surface-warmest-on-record.html
4. Origin, accuracy and significance of high methane readings over the Arctic Ocean
Nathan Currier has concerns about an image showing a high methane reading being posted at the Arctic-news blog (see image below).
Sam Carana comments that it may well be that more sea level rise than previously thought is actually coming from Greenland, especially from its interior. As the above graph shows, ice loss on Antarctica is relatively minor compared to Greenland, where there was not only more ice loss, this loss is also speeding up, from +1500 Gt in 2002 to about -2000 Gt in 2014, with a trendline pointing at -7500 Gt in 2025.
Melting on Greenland (and North-East Canada) is enlarging the cold freshwater lid over the North Atlantic. This speeds up warming of the Arctic Ocean seafloor, threatening to unleash huge amounts of methane from destabilizing hydrates, as discussed at many posts at the Arctic-news blog, such as this one:http://arctic-news.blogspot.com/2015/10/september-2015-sea-surface-warmest-on-record.html
4. Origin, accuracy and significance of high methane readings over the Arctic Ocean
Nathan Currier has concerns about an image showing a high methane reading being posted at the Arctic-news blog (see image below).
Sam Carana, on the other hand, sees no good reason not to post such a reading. Sam Carana points at a more recent Barrow, Alaska, methane reading that confirms that methane levels as high as the above 2845 ppb are indeed recorded (image below). The veracity of both above image and the image below was confirmed by Harold Hensel who independently downloaded these images from the NOAA websites.
Sam Carana further argues that the reading is noteworthy as it is an additional indication that large abrupt methane releases from the seafloor of the Arctic Ocean constitute a threat that should be acted upon. As the post adds, the big danger is that the combined impact of these feedbacks will accelerate warming in the Arctic to a point where huge amounts of methane will erupt abruptly from the seafloor of the Arctic Ocean.
The image below shows high methane concentrations over the Arctic Ocean on October 11, 2015, pm, at 840 mb, i.e. relatively close to sea level. Note that methane concentrations over most of the Arctic Ocean are approaching 2000 ppb.
The image below shows high levels of methane over the Arctic Ocean at higher altitude (469 mb) on October 28, 2015, pm, when methane levels were as high as 2345 ppb.
Note that the above two images have different scales. The data are from different satellites.
The video below shows images from the MetOp-2 satellite, October 31, 2015, p.m., at altitudes from 3,483 to 34,759 ft or about 1 to 11 km (241 - 892 mb).
Peak
methane levels were as high as 2450 ppb on November 1, 2015. Above
images and video were part of the post
at http://arctic-news.blogspot.com/2015/10/methane-vent-hole-in-arctic-sea-ice.html That
post also covers another controversial issue, i.e. what could be the
reason why spots appear in the sea ice?
Below follows (parts of) discussions on the origin of methane, in relation to methane levels as high as 3096 parts per billion on February 20, 2016, am, as recorded by the MetOp-1 satellite (image below).
Below follows (parts of) discussions on the origin of methane, in relation to methane levels as high as 3096 parts per billion on February 20, 2016, am, as recorded by the MetOp-1 satellite (image below).
Question: Doesn't
the image indicate that this high reading did result from methane
releases in Baffin Bay or in East Asia?
Response: At first glance, the image may appear to indicate that, but read on (see paragraph below and further below under other responses).
Response: At first glance, the image may appear to indicate that, but read on (see paragraph below and further below under other responses).
Methane
can accumulate under the sea ice and be carried by currents into
Baffin Bay, where it then enters the atmosphere. If so, however, it
would be more likely result in prolonged high readings over Baffin
Bay, rather than a sudden peak. Read on below for more
considerations.
Question: Could such a reading have a biological origin, such as wetlands in Siberia?
Response: Similarly, emissions from wetlands in Asia can be high, but methane with a biological origin will typically already cover a large area at lower altitudes, while it will typically also result in in prolonged high readings over days, starting a low altitudes and spreading out before reaching higher altitudes.
Methane eruptions from destabilizing hydrates at the seafloor of the Arctic Ocean will typically show up prominently over the Arctic at altitudes between about 4.4 and 6 km (14,400 and 19,800 ft), because such releases occur in plumes, i.e. the rise is very concentrated inside the area of the plume, while little or no increase in methane levels is taking place outside the plume. This makes that such a plume doesn't show up well at lower altitudes on satellite images, because the plume will cover less than half the area of one pixel. The methane will show up better at higher altitudes as it spreads out over larger areas. At higher altitudes, methane will follow the tropopause (see image below), i.e. the methane will rise in altitude while moving closer to the equator. (from FAQ).
To remain stable, hydrates need to remain under sufficiently high pressure in combination with sufficiently low temperature. In the Arctic, due to the relatively low temperatures there, hydrates can be present at shallower depth, even though this means there is lower pressure. Sufficiently low temperatures can thus keep the hydrate stable, but a small rise in temperature could be enough to destabilize it, resulting in expansion to 160x the earlier volume. The explosive character of the destabilization can in turn destabilize neighboring hydrates. Furthermore, it can create a conduit in the sediment for free gas to escape as well. Thus, a relatively small temperature rise (say, 1 or 2 degrees C) in a relatively small area can trigger a large abrupt release. Because it's a large abrupt release, the methane release is very concentrated, in a plume, and also since the water is shallow, there's less opportunity for microbes to break down the methane before it reaches the surface. Furthermore, once the methane does enter the atmosphere, there's little hydroxyl to break the methane down over the Arctic, extending the lifetime of methane there. (from facebook comment).
Question: Could such a high reading have resulting from methane released in Siberia (either from wetlands, wildfires, leaking pipelines or other industrial leaks), that was subsequently carried by winds over the Arctic Ocean?
Response: Prevailing winds that day were toward to coast of Siberia, according to this map with wind flow direction at that time in the area.
 |
|
[ click on image to enlarge ]
|
There are some further indications that these high methane levels likely originated from destabilizing methane hydrates in sediments of the East Siberian Arctic Shelf (ESAS).
The MetOp satellites are polar-orbiting satellites that each make two orbits around Earth a day.
The image on the right shows that, later that day at the same altitude, methane had spread out more over the ESAS, particularly toward to coast of Siberia (in line with prevailing winds), with generally less methane showing up elsewhere.
Further analysis indicates that these high levels likely originated from destabilizing methane hydrates in sediments, from a location about latitude 85°North and longitude +105° (East), on the Gakkel Ridge, just outside the East Siberian Arctic Shelf, at the location of the red marker on the map below.
Below
is a comparison map, showing the East Siberian Arctic
Shelf (ESAS), from grida.no
 |
|
for large-size image, go to grida.no |
Question: Could
the high methane readings have resulted from seismic events
(earthquakes and/or resulting underwater landslides or shock pulses,
or volcano eruptions)?
Response: Seismic activity can trigger methane hydrate destabilization, but in this case no such activity appears to have been detected in the Arctic Ocean (as yet), see maps of recent activity andearthquakes over the past year. Isostatic rebound and seismic activity in general are less likely to occur in this area at this time of year.
More likely, the release was triggered by warmer water reaching the seafloor of the Arctic Ocean in that area. Below is a map with sea surface temperature anomalies on February 20, 2016, indicating that the water was warmer than it used to be across the Arctic Ocean. The green circle marks the likely location of sediment destabilization and subsequent methane plume, at about latitude 85°North and longitude +105° (East), on the Gakkel Ridge, just outside the East Siberian Arctic Shelf.
Response: Seismic activity can trigger methane hydrate destabilization, but in this case no such activity appears to have been detected in the Arctic Ocean (as yet), see maps of recent activity andearthquakes over the past year. Isostatic rebound and seismic activity in general are less likely to occur in this area at this time of year.
More likely, the release was triggered by warmer water reaching the seafloor of the Arctic Ocean in that area. Below is a map with sea surface temperature anomalies on February 20, 2016, indicating that the water was warmer than it used to be across the Arctic Ocean. The green circle marks the likely location of sediment destabilization and subsequent methane plume, at about latitude 85°North and longitude +105° (East), on the Gakkel Ridge, just outside the East Siberian Arctic Shelf.
 |
|
zoom in and out at nullschool.net
|
Question: If
it did originate from the Arctic Ocean, why didn't microbes break
down the methane in the water?
Response: There often are enough microbes to break down (most of the) methane in the water, but there are many factors that are not helpful in this case, such as:
Response: There often are enough microbes to break down (most of the) methane in the water, but there are many factors that are not helpful in this case, such as:
- low temperatures, little sunlight, low nutrients and oxygen levels do not encourage microbes to row;
- currents are long, so if microbes drift away, they are unlikely to return to a location with lots of methane;
- the methane is very concentrated and rises in plumes, making that much of the methane can reach the surface before microbes get it;
- shallow seas further make that the methane can rise to the surface before microbes get it;
- once methane enters the atmosphere, there's very little hydroxyl in the atmosphere over the Arctic to decompose the methane
Plenty of microbes will be around in case of stable temperatures and gradual methane releases that are more or less continuous, as this will enable the microbes to keep feeding on the methane and thus grow in quantity. The danger is that ocean heat will suddenly penetrate sediments down cracks and fractures, and down conduits formed by previous releases. In case the heat suddenly reaches hydrates, abrupt releases can take place of methane rising in plumes that are very concentrated. The concentrated and abrupt nature of such releases makes that few microbes will be around, while depletion of oxygen and metal ions will further make that much of the methane will reach the surface, the more so in the shallow seas that are so common in the Arctic. Depletion of oxygen and metal ions is a problem below the surface of the sea, hydroxyl depletion is a problem once such plumes enter the atmosphere, while - as said - hydroxyl levels over the Arctic are already very low.
Part of the above discussion is still visible at the Arctic News group. Further contributions to this discussion are welcome.
No comments:
Post a Comment
Note: only a member of this blog may post a comment.