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...

Full description

Bibliographic Details
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: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
Online Access:https://doi.org/10.3390/atmos11090888
https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75
_version_ 1821650866774474752
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
collection Directory of Open Access Journals: DOAJ Articles
container_issue 9
container_start_page 888
container_title Atmosphere
container_volume 11
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 Article in Journal/Newspaper
genre North Atlantic
genre_facet North Atlantic
id ftdoajarticles:oai:doaj.org/article:38294cc7d3c1491e91403177cb8c0c75
institution Open Polar
language English
op_collection_id ftdoajarticles
op_doi https://doi.org/10.3390/atmos11090888
op_relation https://www.mdpi.com/2073-4433/11/9/888
https://doaj.org/toc/2073-4433
doi:10.3390/atmos11090888
2073-4433
https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75
op_source Atmosphere, Vol 11, Iss 888, p 888 (2020)
publishDate 2020
publisher MDPI AG
record_format openpolar
spelling ftdoajarticles:oai:doaj.org/article:38294cc7d3c1491e91403177cb8c0c75 2025-01-16T23:42:11+00:00 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 2020-08-01T00:00:00Z https://doi.org/10.3390/atmos11090888 https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75 EN eng MDPI AG https://www.mdpi.com/2073-4433/11/9/888 https://doaj.org/toc/2073-4433 doi:10.3390/atmos11090888 2073-4433 https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75 Atmosphere, Vol 11, Iss 888, p 888 (2020) hurricane tropical cyclone HWRF high-resolution land–sea masks numerical experiment COASTAL Act Meteorology. Climatology QC851-999 article 2020 ftdoajarticles https://doi.org/10.3390/atmos11090888 2022-12-31T05:16:58Z 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. Article in Journal/Newspaper North Atlantic Directory of Open Access Journals: DOAJ Articles Atmosphere 11 9 888
spellingShingle hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
Meteorology. Climatology
QC851-999
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
title 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_short 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
topic hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
Meteorology. Climatology
QC851-999
topic_facet hurricane
tropical cyclone
HWRF
high-resolution land–sea masks
numerical experiment
COASTAL Act
Meteorology. Climatology
QC851-999
url https://doi.org/10.3390/atmos11090888
https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75