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...
Published in: | Atmosphere |
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Main Authors: | , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
MDPI AG
2020
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Online Access: | https://doi.org/10.3390/atmos11090888 https://doaj.org/article/38294cc7d3c1491e91403177cb8c0c75 |
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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 |