18 Nov 2012

Is New York City in Danger?




A few weeks ago New York City was hit by hurricane Sandy. This hurricane caused much damage in the North East of the United States. It caused billions in damage and took the life of 131 persons in the US alone according to Reuters. But more than lives or damage it caused fear.  A deadly hurricane was able to go all the way up north to the densely populated east coast and hit the most important city in the country. Most hurricanes stay  much further south and make landfall in the countries and states around the Caribbean Sea and the Gulf of Mexico. It is rare that a hurricane goes all the way up to New York City, but it did happen in the past. There were other deadly hurricanes that have made landfall close to New York City. According to the New York City Office of emergency management there were  deadly and destructive hurricanes in 1821 and 1938. Still people are scared and ask how it could happen. Was is climate change or just a single event without further consequences.   




Months before the hurricane made  headlines three scientists published an article in Nature in which they simulated the likelihood of  hurricanes making landfall around New York City and causing storm surges .  When the hurricane Sandy actually hit New York City and caused large scale flooding this article was often cited in the press. I will talk about this article and give the highlights. 



This article was published in February 2012 in Nature Climate Change and is called: Physically based assessment of hurricane surge threat under climate change. It is written by Ning Lin, Kerry Emanuel, Michael Oppenheimer and Erik Vanmarcke. 



As said before this is a case study about New York City and examines how much chance there is that New York City suffers from a hurricane and large scale storm surge takes place. Of course they have to simulate this. But doing this is not an easy task and especially when you also try to determine how much influence climate change has on it. How much storm surge there is during a hurricane depends on many complex factors.  Their aim is to determine if climate change has any influence on storm surges. To answer this question they use different models with names such as CNMR-CM3, GFDL-CM2.0 or ECHAM. They use four climate models to predict the hurricanes and two hydrodynamic models for the storm surges.  As measure point they use Battery on the southern tip of Manhattan. In the beginning of their article they state : Associated with extreme winds, rainfall and storm surges, tropical cyclones present major hazards for coastal areas. Moreover, tropical cyclones respond to climate change. They already think that hurricanes and climate change are influencing each other . To support  this claim they refer to three articles about climate change and hurricanes. And now they want to find out if storm surges self are also affected. To compare storm surges in situations with and without climate change they simulate hurricanes in the present and in the future. In the present they simulate 5,000 New York region storms based on observed climate between 1981 and 2000. For the future they also simulate 5,000 storms but based on the AB1 emission scenario of the IPCC.  According to the writers the models don’t give a consistent answer to the question if there will be hurricanes due to climate change. This is even before they start measuring storm surges.  The models ranges from a 15% decrease to a 290% increase. The hydrodynamic models are used for estimating the height of the storm surge. All the climate and hydrodynamic models they use have different assumptions and different ways of measuring. The writers give additional information about the models in a 14 page long document http://www.nature.com/nclimate/journal/v2/n6/extref/nclimate1389-s1.pdf . Most models have also their own internet page, for example  http://chl.erdc.usace.army.mil/chl.aspx?p=s&a=Links;126 about the Advanced Circulation Model. 



Then they let the models do their work. According to the used models climate change does have an influence on storm surges. In their article they show the two worst case scenario’s for New York City when faced with climate change and storm surges. 






 





These two worst case scenarios are creating a surge of 4,75 meter and 4,57 meter. It is very unlikely that such storm surges can occur in the temporally climate around New York City. The highest storm surge in recent history was around 3.8 meter according to the writers. They also tried to measure the effect wave set-up, the influence of the moon on storm surges and using another model to be sure that they can exclude all the other possibilities for the extreme high storm surges.  In total they generated more than 45,000 different events with all their models  according to a summary on the website of Princeton University https://wws-edit.princeton.edu/webmedia/power-point/R-Brief-Lin-Oppenheimer.pdf  



With all the data they did statistical analyses. This is the boring bit of the article that never made headlines. First of all they presume that the annual number of storms Poisson distributed is. This means that you know the annual number of storms in New York City but you don’t know when the storms exactly will strike. They also estimate the  probability density function and  other difficult mathematical functions. At the end of the article is the methods section in which they explain it all. 



With these calculations they make graphs about storm surges in the future. They do this per model because every model has its own predictions. 


 



T stands for years.  10^1 resembles storm surges that are so high that they only occurs once in 10 years. 10^2 storm surges are even higher and occurs only once per 100 years and so on. 



This graph above shows the height in meters of storm tide and surge when there is no climate change. But they say that even without climate change New York City is already in danger. Because Manhattan lays only 1,5 meter above sea level.   





 

 



The black line is the height without the climate change, the other lines with. As you can see the blue and red lines are clearly higher than the black one and heavy storm surges will occur more often according to these models . But as you can see with the GFDL, after  10,000 years the ‘’normal’’ has almost closed the gap again. There are differences between the models. But despite these differences the authors still think that their claim can hold. 



The difference between with and without climate change is quite big.  A storm surge so large that without climate change  it only occurred once every 500 years now suddenly occurs in one model every 25 years and even the most conservative model says that every 240 years such a storm surge could happen instead of 500 years. And that is worse than New York City has ever faced. As some sort of a conclusion you could say that the authors argue that Climate change have quite a large influence on storm surges.  And for places like New York City this poses a great danger. 



After reading this article you can say that there are certainly a lot of arguments for the hypothesis of the  authors.  But they focus almost solely on hurricanes,  the Netherlands for example has never seen a hurricane but during a storm surge in 1953 more than 1,800 people died. The authors say against this that most storm surges occur during hurricanes. But that argument makes the whole article very USA minded.  More research is certainly needed to improve the models.  But one thing that hurricane Sandy did was putting climate change back on the agenda. A Google search on ‘’Hurricane Sandy Climate Change’’  has 84,2 million hits.  



For everyone who didn’t saw Hurricane Sandy in the new here is a short impression. 




Lin, N, Emanuel, K Oppenheimer, M and  Vanmarcke, E (2012) Physically based assessment of hurricane surge threat under climate change. Nature Climate Change Volume 2.  Page 462-467

Summary of the article Physically based assessment of hurricane surge threat under climate change on the Princeton University website

Reuters Press Release about Hurricane Sandy http://www.reuters.com/article/2012/11/16/us-storm-sandy-deaths-idUSBRE8AF0ZX20121116 accessed on 18-11-2012

New York City Office of emergency management about Hurricanes in the past around New York City http://www.nyc.gov/html/oem/html/hazards/storms_hurricanehistory.shtml accessed on 19-11-2012
 

 


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