Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF

Realistic wind information is critical for accurate forecasts of landfalling hurricanes. In order to provide more realistic near-surface wind forecasts of hurricanes over coastal regions, high-resolution land–sea masks are considered. As a leading hurricane modeling system, the National Centers for...

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Published in:Atmosphere
Main Authors: Zaizhong Ma, Bin Liu, Avichal Mehra, Ali Abdolali, Andre van der Westhuysen, Saeed Moghimi, Sergey Vinogradov, Zhan Zhang, Lin Zhu, Keqin Wu, Roshan Shrestha, Anil Kumar, Vijay Tallapragada, Nicole Kurkowski
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
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Online Access:https://doi.org/10.3390/atmos11090888
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spelling ftmdpi:oai:mdpi.com:/2073-4433/11/9/888/ 2023-08-20T04:08:26+02:00 Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF Zaizhong Ma Bin Liu Avichal Mehra Ali Abdolali Andre van der Westhuysen Saeed Moghimi Sergey Vinogradov Zhan Zhang Lin Zhu Keqin Wu Roshan Shrestha Anil Kumar Vijay Tallapragada Nicole Kurkowski agris 2020-08-22 application/pdf https://doi.org/10.3390/atmos11090888 EN eng Multidisciplinary Digital Publishing Institute Meteorology https://dx.doi.org/10.3390/atmos11090888 https://creativecommons.org/licenses/by/4.0/ Atmosphere; Volume 11; Issue 9; Pages: 888 hurricane tropical cyclone HWRF high-resolution land–sea masks numerical experiment COASTAL Act Text 2020 ftmdpi https://doi.org/10.3390/atmos11090888 2023-07-31T23:58:06Z Realistic wind information is critical for accurate forecasts of landfalling hurricanes. In order to provide more realistic near-surface wind forecasts of hurricanes over coastal regions, high-resolution land–sea masks are considered. As a leading hurricane modeling system, the National Centers for Environmental Prediction (NCEP) Hurricane Weather Research Forecast (HWRF) system has been widely used in both operational and research environments for studying hurricanes in different basins. In this study, high-resolution land–sea mask datasets are introduced to the nested domain of HWRF, for the first time, as an attempt to improve hurricane wind forecasts. Four destructive North Atlantic hurricanes (Harvey and Irma in 2017; and Florence and Michael in 2018), which brought historic wind damage and storm surge along the Eastern Seaboard of the United States and Northeastern Gulf Coast, were selected to demonstrate the methodology of extending the capability to HWRF, due to the introduction of the high-resolution land–sea masks into the nested domains for the first time. A preliminary assessment of the numerical experiments with HWRF shows that the introduction of high-resolution land–sea masks into the nested domains produce significantly more accurate definitions of coastlines, land-use, and soil types. Furthermore, the high-resolution land–sea mask not only improves the quality of simulated wind information along the coast, but also improves the hurricane track, intensity, and storm-size predictions. Text North Atlantic MDPI Open Access Publishing Atmosphere 11 9 888
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
spellingShingle hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
Zaizhong Ma
Bin Liu
Avichal Mehra
Ali Abdolali
Andre van der Westhuysen
Saeed Moghimi
Sergey Vinogradov
Zhan Zhang
Lin Zhu
Keqin Wu
Roshan Shrestha
Anil Kumar
Vijay Tallapragada
Nicole Kurkowski
Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
topic_facet hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
description Realistic wind information is critical for accurate forecasts of landfalling hurricanes. In order to provide more realistic near-surface wind forecasts of hurricanes over coastal regions, high-resolution land–sea masks are considered. As a leading hurricane modeling system, the National Centers for Environmental Prediction (NCEP) Hurricane Weather Research Forecast (HWRF) system has been widely used in both operational and research environments for studying hurricanes in different basins. In this study, high-resolution land–sea mask datasets are introduced to the nested domain of HWRF, for the first time, as an attempt to improve hurricane wind forecasts. Four destructive North Atlantic hurricanes (Harvey and Irma in 2017; and Florence and Michael in 2018), which brought historic wind damage and storm surge along the Eastern Seaboard of the United States and Northeastern Gulf Coast, were selected to demonstrate the methodology of extending the capability to HWRF, due to the introduction of the high-resolution land–sea masks into the nested domains for the first time. A preliminary assessment of the numerical experiments with HWRF shows that the introduction of high-resolution land–sea masks into the nested domains produce significantly more accurate definitions of coastlines, land-use, and soil types. Furthermore, the high-resolution land–sea mask not only improves the quality of simulated wind information along the coast, but also improves the hurricane track, intensity, and storm-size predictions.
format Text
author Zaizhong Ma
Bin Liu
Avichal Mehra
Ali Abdolali
Andre van der Westhuysen
Saeed Moghimi
Sergey Vinogradov
Zhan Zhang
Lin Zhu
Keqin Wu
Roshan Shrestha
Anil Kumar
Vijay Tallapragada
Nicole Kurkowski
author_facet Zaizhong Ma
Bin Liu
Avichal Mehra
Ali Abdolali
Andre van der Westhuysen
Saeed Moghimi
Sergey Vinogradov
Zhan Zhang
Lin Zhu
Keqin Wu
Roshan Shrestha
Anil Kumar
Vijay Tallapragada
Nicole Kurkowski
author_sort Zaizhong Ma
title Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
title_short Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
title_full Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
title_fullStr Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
title_full_unstemmed Investigating the Impact of High-Resolution Land–Sea Masks on Hurricane Forecasts in HWRF
title_sort investigating the impact of high-resolution land–sea masks on hurricane forecasts in hwrf
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url https://doi.org/10.3390/atmos11090888
op_coverage agris
genre North Atlantic
genre_facet North Atlantic
op_source Atmosphere; Volume 11; Issue 9; Pages: 888
op_relation Meteorology
https://dx.doi.org/10.3390/atmos11090888
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/atmos11090888
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