How well are hazards associated with derechos reproduced in regional climate simulations?
<p>A 15-member ensemble of convection-permitting regional simulations of the fast-moving and destructive derecho of 29–30 June 2012 that impacted the northeastern urban corridor of the USA is presented. This event generated 1100 reports of damaging winds, generated significant wind gusts over...
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Copernicus Publications
2024-12-01
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| Series: | Natural Hazards and Earth System Sciences |
| Online Access: | https://nhess.copernicus.org/articles/24/4473/2024/nhess-24-4473-2024.pdf |
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| author | T. Shepherd F. Letson R. J. Barthelmie S. C. Pryor |
| author_facet | T. Shepherd F. Letson R. J. Barthelmie S. C. Pryor |
| author_sort | T. Shepherd |
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| description | <p>A 15-member ensemble of convection-permitting regional simulations of the fast-moving and destructive derecho of 29–30 June 2012 that impacted the northeastern urban corridor of the USA is presented. This event generated 1100 reports of damaging winds, generated significant wind gusts over an extensive area of up to 500 000 km<span class="inline-formula"><sup>2</sup></span>, caused several fatalities, and resulted in widespread loss of electrical power. Extreme events such as this are increasingly being used within pseudo-global-warming experiments to examine the sensitivity of historical, societally important events to global climate non-stationarity and how they may evolve as a result of changing thermodynamic and dynamic contexts. As such it is important to examine the fidelity with which such events are described in hindcast experiments. The regional simulations presented herein are performed using the Weather Research and Forecasting (WRF) model. The resulting ensemble is used to explore simulation fidelity relative to observations for wind gust magnitudes, spatial scales of convection (as is manifest in high composite reflectivity, cREF), and both rainfall and hail production as a function of model configuration (microphysics parameterization, lateral boundary conditions (LBCs), start date, use of nudging, compiler choice, damping, and number of vertical levels). We also examine the degree to which each ensemble member differs with respect to key mesoscale drivers of convective systems (e.g., convective available potential energy and vertical wind shear) and critical manifestations of deep convection, e.g., vertical velocities, cold-pool generation, and how those properties relate to the correct characterization of the associated atmospheric hazards (wind gusts and hail). Use of a double-moment, seven-class scheme with number concentrations for all species (including hail and graupel) results in the greatest fidelity of model-simulated wind gusts and convective structure to the observations of this event. All ensemble members, however, fail to capture the intensity of the event in terms of the spatial extent of convection and the production of high near-surface wind gusts. We further show very high sensitivity to the LBCs employed and specifically that simulation fidelity is higher for simulations nested within ERA-Interim compared to ERA5. Excess convective available potential energy (CAPE) in all ensemble members after the derecho passage leads to excess production of convective cells, wind gusts, cREF <span class="inline-formula">></span> 40 dBZ, and precipitation during a frontal passage on the subsequent day. This event proved very challenging to forecast in real time and to reproduce in the 15-member hindcast simulation ensemble presented here. Future work could examine if simulations with other initial and lateral boundary conditions can achieve greater fidelity.</p> |
| format | Article |
| id | doaj-art-3d8f3fa23c014a7793fec86816ad9487 |
| institution | OA Journals |
| issn | 1561-8633 1684-9981 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Copernicus Publications |
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| spelling | doaj-art-3d8f3fa23c014a7793fec86816ad94872025-08-20T02:38:26ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812024-12-01244473450510.5194/nhess-24-4473-2024How well are hazards associated with derechos reproduced in regional climate simulations?T. Shepherd0F. Letson1R. J. Barthelmie2S. C. Pryor3Department of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY 14850, USADepartment of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY 14850, USASibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY 14850, USADepartment of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY 14850, USA<p>A 15-member ensemble of convection-permitting regional simulations of the fast-moving and destructive derecho of 29–30 June 2012 that impacted the northeastern urban corridor of the USA is presented. This event generated 1100 reports of damaging winds, generated significant wind gusts over an extensive area of up to 500 000 km<span class="inline-formula"><sup>2</sup></span>, caused several fatalities, and resulted in widespread loss of electrical power. Extreme events such as this are increasingly being used within pseudo-global-warming experiments to examine the sensitivity of historical, societally important events to global climate non-stationarity and how they may evolve as a result of changing thermodynamic and dynamic contexts. As such it is important to examine the fidelity with which such events are described in hindcast experiments. The regional simulations presented herein are performed using the Weather Research and Forecasting (WRF) model. The resulting ensemble is used to explore simulation fidelity relative to observations for wind gust magnitudes, spatial scales of convection (as is manifest in high composite reflectivity, cREF), and both rainfall and hail production as a function of model configuration (microphysics parameterization, lateral boundary conditions (LBCs), start date, use of nudging, compiler choice, damping, and number of vertical levels). We also examine the degree to which each ensemble member differs with respect to key mesoscale drivers of convective systems (e.g., convective available potential energy and vertical wind shear) and critical manifestations of deep convection, e.g., vertical velocities, cold-pool generation, and how those properties relate to the correct characterization of the associated atmospheric hazards (wind gusts and hail). Use of a double-moment, seven-class scheme with number concentrations for all species (including hail and graupel) results in the greatest fidelity of model-simulated wind gusts and convective structure to the observations of this event. All ensemble members, however, fail to capture the intensity of the event in terms of the spatial extent of convection and the production of high near-surface wind gusts. We further show very high sensitivity to the LBCs employed and specifically that simulation fidelity is higher for simulations nested within ERA-Interim compared to ERA5. Excess convective available potential energy (CAPE) in all ensemble members after the derecho passage leads to excess production of convective cells, wind gusts, cREF <span class="inline-formula">></span> 40 dBZ, and precipitation during a frontal passage on the subsequent day. This event proved very challenging to forecast in real time and to reproduce in the 15-member hindcast simulation ensemble presented here. Future work could examine if simulations with other initial and lateral boundary conditions can achieve greater fidelity.</p>https://nhess.copernicus.org/articles/24/4473/2024/nhess-24-4473-2024.pdf |
| spellingShingle | T. Shepherd F. Letson R. J. Barthelmie S. C. Pryor How well are hazards associated with derechos reproduced in regional climate simulations? Natural Hazards and Earth System Sciences |
| title | How well are hazards associated with derechos reproduced in regional climate simulations? |
| title_full | How well are hazards associated with derechos reproduced in regional climate simulations? |
| title_fullStr | How well are hazards associated with derechos reproduced in regional climate simulations? |
| title_full_unstemmed | How well are hazards associated with derechos reproduced in regional climate simulations? |
| title_short | How well are hazards associated with derechos reproduced in regional climate simulations? |
| title_sort | how well are hazards associated with derechos reproduced in regional climate simulations |
| url | https://nhess.copernicus.org/articles/24/4473/2024/nhess-24-4473-2024.pdf |
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