The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season

In this study, we evaluated the ability of the Numerical Tools for Hurricane Forecast (NTHF) system, operational at the Department of Meteorology of the Higher Institute of Technologies and Applied Sciences, University of Havana, Cuba, for forecasting the intensity and trajectory of the North Atlant...

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Published in:Meteorology
Main Authors: Albenis Pérez-Alarcón, José C. Fernández-Alvarez
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
Subjects:
Online Access:https://doi.org/10.3390/meteorology1020010
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spelling ftmdpi:oai:mdpi.com:/2674-0494/1/2/10/ 2023-08-20T04:08:13+02:00 The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season Albenis Pérez-Alarcón José C. Fernández-Alvarez 2022-04-13 application/pdf https://doi.org/10.3390/meteorology1020010 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/meteorology1020010 https://creativecommons.org/licenses/by/4.0/ Meteorology; Volume 1; Issue 2; Pages: 154-161 tropical cyclones trajectory intensity forecasts NTHF statistical validation numerical model Text 2022 ftmdpi https://doi.org/10.3390/meteorology1020010 2023-08-01T04:44:35Z In this study, we evaluated the ability of the Numerical Tools for Hurricane Forecast (NTHF) system, operational at the Department of Meteorology of the Higher Institute of Technologies and Applied Sciences, University of Havana, Cuba, for forecasting the intensity and trajectory of the North Atlantic (NATL) tropical cyclones (TCs). To assess the ability of the NTHF system in the first five years (2016–2020) of operational runs, we used the best tracks from the National Hurricane Center HURDAT2 database. The errors in the track forecast increased linearly from 41 km at 6 h to 356 km at 120 h. In addition, NTHF underestimates the intensity of TCs, especially those that reach Category 3+ hurricanes on the Saffir–Simpson wind scale. Overall, the mean absolute error in forecasting the maximum wind speed (minimum pressure) ranged from 26.5 km/h (7 hPa) to 33.7 km/h (11.7 hPa). Moreover, the highest BIAS in the intensity forecast was found in the first 48 h, suggesting that model initialization is the main driver of NTHF errors in the forecast maximum wind speed and the minimum central pressure of TCs in the North Atlantic Basin. Text North Atlantic MDPI Open Access Publishing Meteorology 1 2 154 161
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic tropical cyclones
trajectory
intensity forecasts
NTHF
statistical validation
numerical model
spellingShingle tropical cyclones
trajectory
intensity forecasts
NTHF
statistical validation
numerical model
Albenis Pérez-Alarcón
José C. Fernández-Alvarez
The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
topic_facet tropical cyclones
trajectory
intensity forecasts
NTHF
statistical validation
numerical model
description In this study, we evaluated the ability of the Numerical Tools for Hurricane Forecast (NTHF) system, operational at the Department of Meteorology of the Higher Institute of Technologies and Applied Sciences, University of Havana, Cuba, for forecasting the intensity and trajectory of the North Atlantic (NATL) tropical cyclones (TCs). To assess the ability of the NTHF system in the first five years (2016–2020) of operational runs, we used the best tracks from the National Hurricane Center HURDAT2 database. The errors in the track forecast increased linearly from 41 km at 6 h to 356 km at 120 h. In addition, NTHF underestimates the intensity of TCs, especially those that reach Category 3+ hurricanes on the Saffir–Simpson wind scale. Overall, the mean absolute error in forecasting the maximum wind speed (minimum pressure) ranged from 26.5 km/h (7 hPa) to 33.7 km/h (11.7 hPa). Moreover, the highest BIAS in the intensity forecast was found in the first 48 h, suggesting that model initialization is the main driver of NTHF errors in the forecast maximum wind speed and the minimum central pressure of TCs in the North Atlantic Basin.
format Text
author Albenis Pérez-Alarcón
José C. Fernández-Alvarez
author_facet Albenis Pérez-Alarcón
José C. Fernández-Alvarez
author_sort Albenis Pérez-Alarcón
title The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
title_short The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
title_full The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
title_fullStr The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
title_full_unstemmed The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season
title_sort first five years of the operational runs of the numerical tools for hurricane forecast (nthf) during the north atlantic tropical cyclone season
publisher Multidisciplinary Digital Publishing Institute
publishDate 2022
url https://doi.org/10.3390/meteorology1020010
genre North Atlantic
genre_facet North Atlantic
op_source Meteorology; Volume 1; Issue 2; Pages: 154-161
op_relation https://dx.doi.org/10.3390/meteorology1020010
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/meteorology1020010
container_title Meteorology
container_volume 1
container_issue 2
container_start_page 154
op_container_end_page 161
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