Fluctuations in Hurricane Landfall Frequency along the East Coast of Florida as a Function of Regional Climate Variability
Hurricane track data from the NHC HURDAT best track dataset from 1900-2003 are analyzed with respect to landfalls along the east coast of Florida. Using a Markov Chain Monte Carlo method changepoint analysis technique, a changepoint in the landfalls along the coast of east Florida is identified in 1...
Other Authors: | , , , , , |
---|---|
Format: | Text |
Language: | English |
Published: |
Florida State University
|
Subjects: | |
Online Access: | http://purl.flvc.org/fsu/fd/FSU_migr_etd-0803 http://fsu.digital.flvc.org/islandora/object/fsu%3A168987/datastream/TN/view/Fluctuations%20in%20Hurricane%20Landfall%20Frequency%20along%20the%20East%20Coast%20of%20Florida%20as%20a%20%20%20%20%20%20%20%20%20%20Function%20of%20Regional%20Climate%20Variability.jpg |
Summary: | Hurricane track data from the NHC HURDAT best track dataset from 1900-2003 are analyzed with respect to landfalls along the east coast of Florida. Using a Markov Chain Monte Carlo method changepoint analysis technique, a changepoint in the landfalls along the coast of east Florida is identified in 1969. The changepoint represents a significant decline in the number of hurricane landfalls along the coast of east Florida starting in 1969 relative to the period 1900-1968. Overall Atlantic activity and U.S. landfalls are analyzed with respect to this date and it is found that despite an increase in hurricane activity in the Atlantic basin and little variance in the number of landfalls elsewhere in the U.S. between the two periods, landfalls along Florida's east coast have declined significantly. Using spatial intensity analysis, hurricane activity shows a marked decrease around the Florida peninsula, the Bahamas, and the western Greater Antilles since 1969, as compared to the period from 1900-1968. A domain is constructed that covers this area of decreased activity. Using NCEP/NCAR reanalysis, NOAA Extended Reconstructed SST, and NOAA/CPC SOI and NAO data, an analysis of the regional climate with respect to variables that have previously been found to be important to hurricane formation and distribution is performed. Reanalysis data for seven thermodynamic and dynamic parameters (SST, 500-700hPa average RH, surface air temperatures, 200-850hPa zonal vertical shear, 925hPa relative vorticity, 200hPa divergence, and sea-level pressure) as well as observations of the Southern Oscillation Index (SOI), the North Atlantic Oscillation (NAO) index, and the Quasi-Biennial Oscillation (QBO) are used to form yearly seasonal averages, covering the months of August through October over the domain from 1948-2003. These yearly seasonal averages are then used to construct a forward stepwise Poisson regression model that predicts the number of landfalls along the east coast of Florida. The variables that contribute significantly to the model are variables that have an important influence on the number of landfalls the east coast of Florida receives. The variables that had the greatest significance in the model were 200-850hPa zonal vertical shear, the NAOI, and surface air temperatures. Decreases in all three variables correspond to increased landfall rates in the model. When these variables are examined, it is found that the average trend in shear and the NAOI were highest during the period of most suppressed hurricane activity along the east coast of Florida and lowest during the active period for Florida. The trends in the two variables display a cyclic nature with a period on the order of approximately 40 years. In addition, the trend for both variables has been moving towards a more favorable regime for hurricanes since the early 1990s. This suggests that the regional climate may be returning to a regime that is conducive for increased hurricane activity in and around Florida. However, this trend may be tempered by the relatively steady increase in surface temperatures over the study domain. This increase in surface temperatures may be due to deforestation and other changes in land use over the region during the last 50 years and could have a significant effect on convection in the region, as evidenced by a decreasing trend in OLR over the domain. A Thesis submitted to the Department of Geography in partial fulfillment of the requirements for the degree of Master of Science. Degree Awarded: Fall Semester, 2004. Date of Defense: October 28, 2004. Tropical Climatology, Climate Change, Florida, Hurricanes, Climatology Includes bibliographical references. James B. Elsner, Professor Directing Thesis; Robert E. Hart, Outside Committee Member; J. Anthony Stallins, Committee Member. |
---|