Unexpectedly Intriguing!
24 April 2018

The Mauna Loa Observatory has been collecting atmospheric carbon dioxide data for sixty years. Located in Hawaii, the observatory's remote location with respect to the major population centers of the world make it a relatively good place to measure the concentration of gases and other substances, which have had a lot of time to become well-diffused within the Earth's atmosphere by the time they reach the mid-Pacific Ocean.

We're going to mark the Observatory's sixtieth anniversary of collecting and reporting the concentration of carbon dioxide with a series of charts showing some of the kind of information that can be extracted from the observatory's raw data. First, the following chart shows the measured concentration of CO2 for each month from March 1958 through March 2018.

Parts per Million of Carbon Dioxide in Earth's Atmosphere, March 1958 - March 2018

As you can see, there's a really strong seasonal pattern in the observatory's CO2 concentration measurements, which we've smoothed to show the overall trend over time by calculating the trailing twelve month average for atmospheric carbon dioxide.

Let's look a bit closer at that seasonal pattern in the next chart, where we've simply shown the amount of atmospheric CO2 recorded by month, with each line representing a single year. The effect is a bit like looking at tree rings, where you can get a sense of how much CO2 was added into the Earth's atmosphere from one year to the next as you look from the bottom to the top of the chart. The wider the gap, the more CO2 was added to the atmosphere.

Atmospheric Carbon Dioxide Concentration by Month, March 1958 to March 2018

Most carbon dioxide in the Earth's atmosphere gets there through human activities, but there are also natural elements that can also greatly impact how much CO2 accumulates in the air in a given year. Perhaps the most significant of these are the El Niño and La Niña weather events that occur at irregular intervals, which have a considerable impact on the accumulative concentration of CO2 in the atmosphere.

In the next chart, we've focused again on the annual seasonal pattern for atmospheric carbon dioxide measurements, but this time, we're showing the starting month at October each year, which typically coincides with the lowest annual reading for this atmosphere characteristic. We've also indicated each subsequent month's reading as a percentage of the preceding October's data point, but more significantly, we've color coded the resulting lines to indicate whether the Earth was experiencing an El Niño or La Niña event, and if so, its relative strength via line shading, where darker indicates a stronger event.

Seasonal Variation of Atmospheric Carbon Dioxide Concentration at Mauna Loa [Indexed to Preceding October's Measurement], March 1958 to March 2018

The cool thing here is that you can see a strong correlation between the El Niño years and years that have higher-than-average increases in atmospheric CO2 concentrations, while La Niña years coincide with below-average increases in atmospheric CO2 concentrations.

The next chart goes back to the original CO2 level data that we presented in the first chart, but now, indicates the year-over-year change in that data. We've also indicated two years within the last two decades where very strong El Niño events greatly added to the amount of carbon dioxide that was measured in the Earth's atmosphere in the years where the events occurred.

Year-Over-Year Change in Parts per Million of Atmospheric Carbon Dioxide, January 1960 - March 2018

The year over year change in atmospheric CO2 data is still pretty noisy, so we've smoothed that data in the next chart by calculating its twelve month moving average. Only now, we've added additional information to indicate some of the human contribution to Earth's atmospheric carbon dioxide levels. Or more specifically, we've indicated when human activities (and carbon dioxide output) waned because of economic factors such as recessions, where perhaps the biggest negative event was the collapse of the Soviet Union in the early 1990s.

Trailing Twelve Month Average of Year-Over-Year Change in Parts per Million of Atmospheric Carbon Dioxide, January 1960 - March 2018

The two biggest spikes in the data however coincide with the years of 1997 and 2015, which were marked by very strong El Niño events, where that natural phenomenon added billions of tons of carbon dioxide to the Earth's atmosphere in those years.

How different would the data look if we were able to compensate to account for the effects of that natural contribution? The following chart shows our first attempt to quantify what the Earth's atmosphere might have seen if not for those very strong El Niño events.

Trailing Twelve Month Average of Year-Over-Year Change in Parts per Million of Atmospheric Carbon Dioxide, Excluding Impact of 1997/2015 El Niño Events, January 1960 - March 2018

Because we've now quantified the impact of El Niño and La Niña events on the rate at which atmospheric CO2 levels change, we should be able to better isolate their impacts when they occur, which means that we're now closer to being able to measure the health of the Earth's entire economy using atmospheric carbon dioxide concentration measurements. The next time we visit this data, we'll extend the El Niño filter across the entire data series to find out what we can!

Labels: ,

About Political Calculations

Welcome to the blogosphere's toolchest! Here, unlike other blogs dedicated to analyzing current events, we create easy-to-use, simple tools to do the math related to them so you can get in on the action too! If you would like to learn more about these tools, or if you would like to contribute ideas to develop for this blog, please e-mail us at:

ironman at politicalcalculations.com

Thanks in advance!

Recent Posts

Stock Charts and News

Most Popular Posts
Quick Index

Site Data

This site is primarily powered by:

This page is powered by Blogger. Isn't yours?

CSS Validation

Valid CSS!

RSS Site Feed

AddThis Feed Button


The tools on this site are built using JavaScript. If you would like to learn more, one of the best free resources on the web is available at W3Schools.com.

Other Cool Resources

Blog Roll

Market Links

Useful Election Data
Charities We Support
Shopping Guides
Recommended Reading
Recently Shopped

Seeking Alpha Certified

Legal Disclaimer

Materials on this website are published by Political Calculations to provide visitors with free information and insights regarding the incentives created by the laws and policies described. However, this website is not designed for the purpose of providing legal, medical or financial advice to individuals. Visitors should not rely upon information on this website as a substitute for personal legal, medical or financial advice. While we make every effort to provide accurate website information, laws can change and inaccuracies happen despite our best efforts. If you have an individual problem, you should seek advice from a licensed professional in your state, i.e., by a competent authority with specialized knowledge who can apply it to the particular circumstances of your case.