An Extreme Value Analysis of Future Urban Skyline

The tallest skyscraper is predicted to be 1134 meters in 2050. There is a 9 percent chance it will exceed one mile. There is a 0 percent chance the current tallest skyscraper will remain the tallest.

Future predictions are usually vague. It is not the case with Jonathan Auerbach and Phyllis Wan’s analysis of the expected urban skyline by 2050. They predict(1) the prevalence and nature of skyscrapers in the year 2050 if present trends continue, regarding tall buildings as “random exceedances” over a threshold and using extreme value analysis to characterise their profile.

Skyscraper construction has increased at a remarkably steady rate. The number of skyscrapers exceeding 150 meters and 40 floors has risen eight percent each year since 1950. If this trend continues, 41,000 skyscrapers will surpass 150 meters and 40 floors, an increase of 8% a year, far outpacing the expected urban population growth of 2% a year.

The tallest skyscraper has doubled in height since 1950, yet the height increase of the typical tall skyscraper is not statistically significant. In fact, the same statistical distribution describes the heights of skyscrapers exceeding 225 meters since 1950. Tallest skyscrapers are increasing not because skyscrapers are getting taller but because more buildings are being constructed and thus more buildings are eligible to be the tallest. Assuming the same distribution of skyscraper heights continues to hold:

  • The probability a new building will exceed the current tallest building, the Burj Khalifa (828 meters), is estimated to be nearly 100 percent.
  • The probability that a new building will exceed the Jeddah Tower (1,000 meters), scheduled to open in 2020, is 77 percent.
  • The probability that a new building will exceed one mile is 9 percent.

The marginal number of floors diminishes as height increases. Blue observations are excluded from model, and green censored:

If a mile-high skyscraper is constructed, we predict it will hold fewer occupants than many mile-highs currently designed. We predict roughly three-quarters the number of floors of the Mile-High Tower, two-thirds of Next Tokyo’s Sky Mile Tower, and half the floors of Frank Lloyd Wright’s The Illinois—three prominent plans of the mile-high skyscraper vision. However, we anticipate the relationship between floor and height will vary considerably across cities.


Auerbach, Jonathan, and Phyllis Wan. ‘An Extreme Value Analysis of the Urban Skyline’. ArXiv:1808.01514 [Stat], Aug. 2018.,

Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

This site uses Akismet to reduce spam. Learn how your comment data is processed.