A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES

This study presents a novel geospatial analysis of hurricane inland track lengths in the Gulf of Mexico from 1851 to 2022. Utilizing Generalized Linear Models (GLMs), the research investigates relationships between various meteorological and temporal factors and the post-landfall trajectories of hur...

Full description

Bibliographic Details
Main Author: Fazio, Jordan
Format: Text
Language:unknown
Published: LSU Scholarly Repository 2024
Subjects:
Online Access:https://repository.lsu.edu/gradschool_theses/5945
https://repository.lsu.edu/context/gradschool_theses/article/7056/viewcontent/FazioJ_Thesis_Revised_2.pdf
id ftlouisianastuir:oai:repository.lsu.edu:gradschool_theses-7056
record_format openpolar
spelling ftlouisianastuir:oai:repository.lsu.edu:gradschool_theses-7056 2024-05-19T07:45:21+00:00 A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES Fazio, Jordan 2024-04-19T07:00:00Z application/pdf https://repository.lsu.edu/gradschool_theses/5945 https://repository.lsu.edu/context/gradschool_theses/article/7056/viewcontent/FazioJ_Thesis_Revised_2.pdf unknown LSU Scholarly Repository https://repository.lsu.edu/gradschool_theses/5945 https://repository.lsu.edu/context/gradschool_theses/article/7056/viewcontent/FazioJ_Thesis_Revised_2.pdf LSU Master's Theses Hurricanes Gulf Coast Climatology Geography Physical and Environmental Geography text 2024 ftlouisianastuir 2024-04-28T23:47:38Z This study presents a novel geospatial analysis of hurricane inland track lengths in the Gulf of Mexico from 1851 to 2022. Utilizing Generalized Linear Models (GLMs), the research investigates relationships between various meteorological and temporal factors and the post-landfall trajectories of hurricanes. Key variables such as landfall wind speed, translation speed, heading direction, month, year, Southern Oscillation Index (SOI), North Atlantic Oscillation Index (NAOI), and minimum pressure are examined. The analysis begins with exploratory data assessment through correlation matrices and descriptive statistics, followed by the development of two distinct GLMs - one for the 1851-2022 period and another for the 1951-2022 period, with the latter accommodating additional climatic indices. The study's significant findings include the positive influence of landfall wind speed and translation speed on track length, with more intense and faster-moving hurricanes covering greater distances inland. Interestingly, the analysis reveals a potential regional deviation in the Gulf of Mexico from global trends, suggesting a decrease in hurricane track lengths over time, contrary to the expected increase in decay times due to rising sea surface temperatures. This discrepancy highlights the importance of regional studies in understanding hurricane activity and may have implications for hurricane preparedness and impact assessment in the Gulf Coast region. In comparing these results with existing models, the study acknowledges both consistencies and differences, underlining the complexity of hurricane dynamics and the influence of regional climatic patterns. This research contributes to the field of hurricane studies by offering a more comprehensive understanding of the factors influencing hurricane trajectories post-landfall, particularly in the context of the Gulf of Mexico. Text North Atlantic North Atlantic oscillation LSU Digital Commons (Louisiana State University)
institution Open Polar
collection LSU Digital Commons (Louisiana State University)
op_collection_id ftlouisianastuir
language unknown
topic Hurricanes
Gulf Coast
Climatology
Geography
Physical and Environmental Geography
spellingShingle Hurricanes
Gulf Coast
Climatology
Geography
Physical and Environmental Geography
Fazio, Jordan
A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
topic_facet Hurricanes
Gulf Coast
Climatology
Geography
Physical and Environmental Geography
description This study presents a novel geospatial analysis of hurricane inland track lengths in the Gulf of Mexico from 1851 to 2022. Utilizing Generalized Linear Models (GLMs), the research investigates relationships between various meteorological and temporal factors and the post-landfall trajectories of hurricanes. Key variables such as landfall wind speed, translation speed, heading direction, month, year, Southern Oscillation Index (SOI), North Atlantic Oscillation Index (NAOI), and minimum pressure are examined. The analysis begins with exploratory data assessment through correlation matrices and descriptive statistics, followed by the development of two distinct GLMs - one for the 1851-2022 period and another for the 1951-2022 period, with the latter accommodating additional climatic indices. The study's significant findings include the positive influence of landfall wind speed and translation speed on track length, with more intense and faster-moving hurricanes covering greater distances inland. Interestingly, the analysis reveals a potential regional deviation in the Gulf of Mexico from global trends, suggesting a decrease in hurricane track lengths over time, contrary to the expected increase in decay times due to rising sea surface temperatures. This discrepancy highlights the importance of regional studies in understanding hurricane activity and may have implications for hurricane preparedness and impact assessment in the Gulf Coast region. In comparing these results with existing models, the study acknowledges both consistencies and differences, underlining the complexity of hurricane dynamics and the influence of regional climatic patterns. This research contributes to the field of hurricane studies by offering a more comprehensive understanding of the factors influencing hurricane trajectories post-landfall, particularly in the context of the Gulf of Mexico.
format Text
author Fazio, Jordan
author_facet Fazio, Jordan
author_sort Fazio, Jordan
title A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
title_short A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
title_full A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
title_fullStr A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
title_full_unstemmed A GEOSPATIAL ANALYSIS OF INLAND DISTANCE TRAVELED BY GULF OF MEXICO HURRICANES
title_sort geospatial analysis of inland distance traveled by gulf of mexico hurricanes
publisher LSU Scholarly Repository
publishDate 2024
url https://repository.lsu.edu/gradschool_theses/5945
https://repository.lsu.edu/context/gradschool_theses/article/7056/viewcontent/FazioJ_Thesis_Revised_2.pdf
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source LSU Master's Theses
op_relation https://repository.lsu.edu/gradschool_theses/5945
https://repository.lsu.edu/context/gradschool_theses/article/7056/viewcontent/FazioJ_Thesis_Revised_2.pdf
_version_ 1799485382963757056