Maximum wind speeds and U.S. hurricane losses

There is academic, commercial, and public interest in estimating loss from hurricanes striking land and understanding how loss might change as a result of future variations in climate.  We show in a paper in to be published in Geophysical Research Letters that the relationship between wind speed and loss is exponential and that loss increases with wind speed at a rate of 5% per m/s. The relationship is derived using quantile regression and a data set comprising wind speeds of hurricanes hitting the United States and normalized economic losses. We suggest that the “centercepts” for the different quantiles account for exposure-related factors such as population density, precipitation, and surface roughness, and that once these effects are accounted for, the increase in loss with wind speed is consistent across quantiles. An out-of-sample test of this relationship correctly predicts economic losses from Hurricane Irene in 2011. The exponential relationship suggests that increased wind speeds will produce significantly higher losses; however, increases in exposed property and population are expected to be a more important factor for near future losses.   The research was directed by Richard Murnane of the Risk Prediction Initiative.  The code used to obtain the results is available at http://rpubs.com/jelsner/816.

Chasing storms

As part of the undergraduate course, "Chasing Storms," I took four volunteer students on an actual chase. We  embarked on a week-long storm chasing expedition in the Great Plains.

Harvesting video

It's difficult to get a precise measurement of tornado wind speed without actually going inside one. Armed with Blender's new motion tacking features, Ian Elsner tries to fix that.

Sensitivity of hurricane intensity to ocean warmth

The strongest hurricanes are getting stronger as the oceans heat up especially over the North Atlantic. Sensitivity of hurricane intensity to ocean heating is an important variable for understanding what hurricanes might be like in the future, but reliable estimates are not possible with short time-series records. Studies using paired values of intensity and sea-surface temperature (SST) are also limited because most pairs represent hurricanes in an environment that is less than thermodynamically optimal. Here we overcome these limitations using spatial grids and estimate the sensitivity to be 8.2 +/- 1.19 m/s/C (s.e.) for hurricanes over seas hotter than 25C across the North Atlantic. We find that the sensitivity is significantly lower in a high-resolution general circulation model. Results indicate a greater likelihood of more powerful hurricanes during the 21st century as oceans continue to warm over this part of the world, but call into question the usefulness of current GCMs for helping us understand what might happen in the future.

What is Hurricane Climatology?

Hurricane Climatology on Prezi

3rd International Summit Talks

Talks given at the 3rd International Summit on Hurricanes and Climate Change are now available at http://ciquestudios.com/hurricaneclimate/. Enjoy.

Summit summary

Statistical models of regional and clustered tropical cyclone (TC) activity are being developed and tested. High resolution and detailed microphysical models are capable of physically realistic models of TC behavior. General circulation models are still poor at resolving the frequency and intensity of TCs on the inter-annual time scale. There seems to be little, if any, correlation between the skill at forecasting TC frequency and model resolution. Maximum potential intensity (MPI) theory is improved by considering slantwise convection. The MPI theory continues to be important in explaining TC activity, especially in the North Atlantic. Paleotempestology is maturing as a discipline and important new results about basin-wide and global TC activity will likely ensue. New insights about historical hurricanes are possible using synoptic analysis on reanalysis data and weather prediction models. We will convene again in 2013.

3rd International Summit on Hurricanes & Climate Change

June 27-July 2, 2011, Rhodes, GREECE. It promises to be a good one. Check out the program. Props go to Ian Elsner for designing and editing the video.

Crazy guys yelling at a tornado

While hot air swirls on whether climate change is affecting tornadoes, I take a break on May 24, 2011 to chase down a few storms in Oklahoma with my son Ian and his friend Nic Parsons.

Hurricane clusters in the vicinity of Florida

Models that predict annual U.S. hurricane activity assume a Poisson distribution for the counts. This assumption leads to a forecast that under predicts both the number of years without hurricanes and the number of years with three or more Florida hurricanes. The under dispersion in forecast counts arises from a tendency for hurricanes to arrive in groups along this part of the U.S. coastline. We recently developed an extension to our earlier Poisson model that assumes the rate of hurricane clusters follows a Poisson distribution with cluster size capped at two hurricanes.

Hindcasts from the cluster model better fit the distribution of Florida hurricanes conditional on the climate covariates including the NAO and SOI. Results are similar to models that parameterize the extra-Poisson variation in the observed counts including the negative binomial and the Poisson inverse Gaussian, but we argue that the cluster model is physically consistent with the way Florida hurricanes tend to arrive in groups.

This research is done in collaboration with Thomas H. Jagger (Climatek) and is supported by the Risk Prediction Initiative. It is currently in review with the AMS Journal of Applied Meteorology and Climatology.

Statistical models for tropical cyclone activity

In collaboration with Gabriele Villarini and as part of the U.S. CLIVAR working group on hurricanes, I've written a short summary paper on statistical models for tropical cyclone activity. The paper is available here. The data for the R code are available here. The document was created using Sweave, LaTeX and R. The work is part of a larger project to publish a book on this topic with Oxford University Press. Comments and suggestions are certainly welcome.

3rd International Summit on Hurricanes and Climate Change

Over the past several years the topic of hurricanes and climate change has received considerable attention by scientists, the insurance industry, and the media. Building on the successful 1st and 2nd Summits, I am organizing the 3rd Summit to be held June 27-July 2, 2011 in Rhodes, Greece. The purpose is to bring together leading academics and researchers on various sides of the debate and from all around the world to discuss new research and express opinions about what is happening and what might happen in the future with regard to regional and global hurricane (tropical cyclone) activity. The goals are to address what research is needed to advance the science of hurricane climate and to provide a venue for encouraging a lively, spirited, and sustained exchange of ideas. Please consider joining us.

Spatial grids for hurricane climate research

We demonstrate a new framework for studying hurricane climatology. The framework consists of a spatial tessellation of the hurricane basin using equal-area hexagons. The hexagons are efficient in covering hurricane tracks and provide a scaffolding to combine attribute data from tropical cyclones with spatial climate data. The framework's utility is demonstrated using examples from recent hurricane seasons. Seasons that have similar tracks are quantitatively assessed and grouped. Regional cyclone frequency and intensity variations are mapped. A geographically-weighted regression of cyclone intensity on frequency and SST (results shown here) emphasizes the importance of a warm ocean in the intensification of cyclones over regions where the heat content is greatest. The largest differences between model predictions and observations occur near the coast. The framework would be ideally suited for comparing tropical cyclones generated from different numerical simulations (see U.S. CLIVAR hurricane working group). The hexagons have equal area and are plotted on a map using the Lambert conformal conic projection with standard parallels of 23 and 38 degrees.

Geographers poised to lead a new revolution in hurricane climate research

In my talk this week to the West Florida chapter of the American Meteorological Society I make a case that geographers are well positioned to lead a new revolution in hurricane climate research. Watch here.

Shorebirds benefit from hurricanes

Tiny threatened shorebirds on Florida’s west coast not only survive hurricanes, they seem to benefit from the storms’ aftereffects, according to new research findings that contradict conventional wisdom.

The findings could have implications for beach nourishment efforts throughout the world and how they affect wildlife.---Mickie Anderson, UF media relations. Read more. Photo credit: Western Snowy Plover, Mike Baird, Morro Bay, CA USA.

Book Review: Hurricanes of the Gulf of Mexico by B. Keim and R. Muller

Two professors from Louisiana State University, each having had personal experiences with hurricanes and extreme weather and each with a deep interest in weather and climate, join forces to highlight tropical storms and hurricanes that have affected the Gulf of Mexico over the past 100 to 150 years. They aim to provide a description of the climatology and history of the most notorious hurricanes of the Gulf coast for the weather and storm enthusiast as well as for the residents who “persevere in the face of hurricanes for the bounty the Gulf brings” (p. v), and they largely succeed. Read more.

Denver's R User Group

Applied spatial data analysis using R. Thomas Jagger will discuss packages used by Roger Bivand et al. in his book Applied Spatial Data Analysis with R. If you're in the area, consider joining the R-uckus.

http://www.meetup.com/DenverRUG/calendar/14863343/

Hourly Tornado Occurrence Relative to Local Sunset Time

Hurricanes and Solar Variability

How Can Solar Variability Affect Hurricanes?

An inverse relationship between hurricane activity over the Caribbean and the number of sunspots has recently been identified. Here we investigate this relationship using daily observations and find support for the hypothesis that changes in ultraviolet (UV) radiation are the cause. The relationship is statistically significant after accounting for annual variation in ocean heat and the El Nino cycle. A warming response in the upper troposphere to increased solar UV forcing, as measured by the Mg II core-to-wing ratio, decreases the atmosphere's convective available potential energy (CAPE) leading to a weaker cyclone. The response amplitude at a hurricane intensity of 44 m/s is 6.7 m/s +/- 2.56 m/s per 0.01 Mg II units (s.d.), which compares with 4.6 m/s estimated from the heat-engine theory using a temperature trend derived from observations. An increasing response sensitivity with increasing hurricane strength is found in the observations and in an application of the theory. Read more. Citation: Elsner, J. B., T. H. Jagger, and R. E. Hodges (2010), Daily tropical cyclone intensity response to solar ultraviolet radiation, Geophys. Res. Lett., 37, L09701, doi:10.1029/2010GL043091.