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Title: How well are hazards associated with derechos reproduced in regional climate simulations?

Journal Article · · Natural Hazards and Earth System Sciences (Online)

Abstract. 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 km2, 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 > 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.

Sponsoring Organization:
USDOE
Grant/Contract Number:
AC02-05CH11231; SC0016438; SC0016605
OSTI ID:
2480742
Journal Information:
Natural Hazards and Earth System Sciences (Online), Journal Name: Natural Hazards and Earth System Sciences (Online) Journal Issue: 12 Vol. 24; ISSN 1684-9981
Publisher:
Copernicus GmbHCopyright Statement
Country of Publication:
Germany
Language:
English

References (113)

Improving representation of convective transport for scale-aware parameterization: 1. Convection and cloud properties simulated with spectral bin and bulk microphysics: CRM Model Evaluation journal April 2015
A review on regional convection‐permitting climate modeling: Demonstrations, prospects, and challenges journal May 2015
Roles of wind shear at different vertical levels: Cloud system organization and properties: EFFECT OF WIND SHEAR ON MCS journal July 2015
Cloud‐resolving model intercomparison of an MC3E squall line case: Part I—Convective updrafts journal September 2017
Climatological representation of mesoscale convective systems in a dynamically downscaled climate simulation journal November 2018
Bulk and structural convergence at convection‐resolving scales in real‐case simulations of summertime moist convection over land
  • Panosetti, Davide; Schlemmer, Linda; Schär, Christoph
  • Quarterly Journal of the Royal Meteorological Society, Vol. 145, Issue 721 https://doi.org/10.1002/qj.3502
journal March 2019
The ERA5 global reanalysis journal June 2020
The ERA-Interim reanalysis: configuration and performance of the data assimilation system journal April 2011
Convection ‐permitting modeling with regional climate models: Latest developments and next steps journal August 2021
Convective Parameterization for Mesoscale Models: The Kain-Fritsch Scheme book January 1993
Operational regional prediction journal January 1997
Separating climate change signals into thermodynamic, lapse-rate and circulation effects: theory and application to the European summer climate journal July 2016
Continental-scale convection-permitting modeling of the current and future climate of North America journal August 2016
Changes in the convective population and thermodynamic environments in convection-permitting regional climate simulations over the United States journal November 2017
Evaluation and projected changes of precipitation statistics in convection-permitting WRF climate simulations over Central Europe journal February 2018
Evaluation of the WRF physics ensemble using a multivariable integrated evaluation approach over the Haihe river basin in northern China journal March 2021
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog journal March 2006
The spatial distribution of severe thunderstorm and tornado environments from global reanalysis data journal July 2003
An analysis of selected cases of derecho in Poland journal November 2014
Hindcast experiments of the derecho in Estonia on 08 August, 2010: Modelling derecho with NWP model HARMONIE journal May 2015
Major impacts of weather events on the electrical power delivery system in the United States journal March 2021
The 2012 Derecho: Emergency Medical Services and Hospital Response journal September 2014
Mesoscale convective systems journal January 2004
High‐resolution simulations of convective cold pools over the northwestern Sahara journal April 2009
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements journal January 2011
Influence of spatial resolution on regional climate model derived wind climates: RESOLUTION IMPACT ON WIND CLIMATES journal February 2012
One Step at a Time: How Model Time Step Significantly Affects Convection‐Permitting Simulations journal March 2019
Observed Warm‐Season Characteristics of MCS and Non‐MCS Rainfall and Their Recent Changes in the Central United States journal March 2020
Simulating a Mesoscale Convective System Using WRF With a New Spectral Bin Microphysics: 1: Hail vs Graupel journal December 2019
Confronting the Challenge of Modeling Cloud and Precipitation Microphysics journal July 2020
Severe Convective Wind Environments and Future Projected Changes in Australia journal August 2021
The June 2012 North American Derecho: A Testbed for Evaluating Regional and Global Climate Modeling Systems at Cloud‐Resolving Scales journal April 2023
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave journal July 1997
The formation, character and changing nature of mesoscale convective systems journal June 2020
Severe convection-related winds in Australia and their associated environments journal January 2021
A Mighty Wind: The Derecho of June 29, 2012 journal June 2014
Lightning hazards to human societies in a changing climate journal November 2018
Analysis of a New MPI Process Distribution for the Weather Research and Forecasting (WRF) Model journal January 2020
A Multisensor Approach to Detecting Drizzle on ASOS* journal June 2003
Derechos: Widespread Convectively Induced Windstorms journal March 1987
An Update on the NEXRAD Program and Future WSR-88D Support to Operations journal June 1998
The Storm Cell Identification and Tracking Algorithm: An Enhanced WSR-88D Algorithm journal June 1998
An Enhanced Hail Detection Algorithm for the WSR-88D journal June 1998
Estimating Downburst-Related Maximum Surface Wind Speeds by Means of Proximity Soundings in New South Wales, Australia journal April 2001
Examination of Derecho Environments Using Proximity Soundings journal June 2001
A Derecho in Europe: Berlin, 10 July 2002 journal June 2004
The Kain–Fritsch Convective Parameterization: An Update journal January 2004
Comparison of Ice-Phase Microphysical Parameterization Schemes Using Numerical Simulations of Tropical Convection journal July 1991
Numerical Study of Convection Observed during the Winter Monsoon Experiment Using a Mesoscale Two-Dimensional Model journal October 1989
Effect of Vertical Wind Shear on Numerically Simulated Multicell Storm Structure journal October 1989
“A Theory for Strong Long-Lived Squall Lines” Revisited journal February 2004
The Dulles Airport Pressure Jump Detector Array for Gust Front Detection journal September 1977
An Ice-Water Saturation Adjustment journal January 1989
A Comparison Study of Convective Parameterization Schemes in a Mesoscale Model journal February 1997
Simulation of a Progressive Derecho Using Composite Initial Conditions journal July 2001
Explicit Forecasts of Winter Precipitation Using an Improved Bulk Microphysics Scheme. Part II: Implementation of a New Snow Parameterization journal December 2008
Surface Characteristics of Observed Cold Pools journal December 2008
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
Simulated Electrification of a Small Thunderstorm with Two-Moment Bulk Microphysics journal January 2010
Derecho and MCS Development, Evolution, and Multiscale Interactions during 3–5 July 2003 journal August 2010
Environment and Early Evolution of the 8 May 2009 Derecho-Producing Convective System journal April 2011
The Association of the Elevated Mixed Layer with Significant Severe Weather Events in the Northeastern United States* journal August 2010
A Climatology of Fatal Convective Wind Events by Storm Type journal February 2011
Derecho Hazards in the United States journal November 2005
Do Meteorologists Suppress Thunderstorms?: Radar-Derived Statistics and the Behavior of Moist Convection journal March 2005
A Proposed Revision to the Definition of “Derecho” journal June 2016
A Containerized Mesoscale Model and Analysis Toolkit to Accelerate Classroom Learning, Collaborative Research, and Uncertainty Quantification journal June 2017
SHARPpy: An Open-Source Sounding Analysis Toolkit for the Atmospheric Sciences journal August 2017
Cloud Computing Efforts for the Weather Research and Forecasting Model journal June 2021
Evaluation of Precipitating Hydrometeor Parameterizations in a Single-Moment Bulk Microphysics Scheme for Deep Convective Systems over the Tropical Central Pacific journal July 2014
Parameterization of Cloud Microphysics Based on the Prediction of Bulk Ice Particle Properties. Part II: Case Study Comparisons with Observations and Other Schemes journal January 2015
Insights into Atmospheric Predictability through Global Convection-Permitting Model Simulations journal May 2018
A Multimoment Bulk Microphysics Parameterization. Part I: Analysis of the Role of the Spectral Shape Parameter journal September 2005
Mesoscale Predictability of Moist Baroclinic Waves: Convection-Permitting Experiments and Multistage Error Growth Dynamics journal October 2007
Severe Convective Storms across Europe and the United States. Part I: Climatology of Lightning, Large Hail, Severe Wind, and Tornadoes journal December 2020
Comparison of Single- and Dual-Polarization–Based Rainfall Estimates Using NEXRAD Data for the NASA Iowa Flood Studies Project journal August 2015
A Revised Scheme for the WRF Surface Layer Formulation journal March 2012
Sensitivity of a Simulated Midlatitude Squall Line to Parameterization of Raindrop Breakup journal August 2012
Impact of Graupel Parameterization Schemes on Idealized Bow Echo Simulations journal April 2013
Evaluation of a Cloud-Scale Lightning Data Assimilation Technique and a 3DVAR Method for the Analysis and Short-Term Forecast of the 29 June 2012 Derecho Event journal January 2014
Multiscale Characteristics and Evolution of Perturbations for Warm Season Convection-Allowing Precipitation Forecasts: Dependence on Background Flow and Method of Perturbation journal March 2014
A Comparison of Multiscale GSI-Based EnKF and 3DVar Data Assimilation Using Radar and Conventional Observations for Midlatitude Convective-Scale Precipitation Forecasts journal August 2015
Resolution Dependence of Initiation and Upscale Growth of Deep Convection in Convection-Allowing Forecasts of the 31 May–1 June 2013 Supercell and MCS journal October 2015
Analysis of a Progressive Derecho Climatology and Associated Formation Environments journal April 2016
A Study of Multiscale Initial Condition Perturbation Methods for Convection-Permitting Ensemble Forecasts journal July 2016
The Representation of Cumulus Convection in High-Resolution Simulations of the 2013 Colorado Front Range Flood journal November 2016
Idealized Simulations of a Squall Line from the MC3E Field Campaign Applying Three Bin Microphysics Schemes: Dynamic and Thermodynamic Structure journal December 2017
Explicit Convection and Scale-Aware Cumulus Parameterizations: High-Resolution Simulations over Areas of Different Topography in Germany journal June 2018
Explicit Ensemble Prediction of Hail in 19 May 2013 Oklahoma City Thunderstorms and Analysis of Hail Growth Processes with Several Multimoment Microphysics Schemes journal March 2019
Forecasting the 8 May 2017 Severe Hail Storm in Denver, Colorado, at a Convection-Allowing Resolution: Understanding Rimed Ice Treatments in Multimoment Microphysics Schemes and Their Effects on Hail Size Forecasts journal August 2019
Predictability of Deep Convection in Idealized and Operational Forecasts: Effects of Radar Data Assimilation, Orography, and Synoptic Weather Regime journal December 2019
Organization and Environmental Properties of Extreme-Rain-Producing Mesoscale Convective Systems journal April 2005
Predictability Mysteries in Cloud-Resolving Models journal August 2006
Radial Wind Super-Obs from the WSR-88D Radars in the NCEP Operational Assimilation System journal March 2007
The 8 May 2009 Superderecho: Analysis of a Real-Time Explicit Convective Forecast journal June 2013
Viability of Cloud Computing for Real-Time Numerical Weather Prediction journal December 2016
Multiscale Upstream and In Situ Precursors to the Elevated Mixed Layer and High-Impact Weather over the Midwest United States journal April 2017
Using Operational Radar to Identify Deep Hail Accumulations from Thunderstorms journal January 2019
Evaluation of Cumulus and Microphysics Parameterizations in WRF across the Convective Gray Zone journal August 2019
On the Forecast Sensitivity of MCS Cold Pools and Related Features to Horizontal Grid Spacing in Convection-Allowing WRF Simulations journal February 2020
Severe Convective Wind Environments journal August 2006
A perfect storm: climate change, the power grid, and regulatory regime change after network failure journal November 2015
Evaluating the performance of WRF in simulating winds and surface meteorology during a Southern California wildfire event journal January 2024
The Multiscale Dynamics of the 29 June 2012 Super Derecho journal October 2021
Influence of the compiler on multi-CPU performance of WRFv3 journal July 2011
Bitwise identical compiling setup: prospective for reproducibility and reliability of Earth system modeling journal February 2016
High-resolution regional climate modeling and projection over western Canada using a weather research forecasting model with a pseudo-global warming approach journal November 2019
Numerical rainfall simulation with different spatial and temporal evenness by using a WRF multiphysics ensemble journal April 2017
Synoptic-scale conditions and convection-resolving hindcast experiments of a cold-season derecho on 3 January 2014 in western Europe journal January 2019
The impact of lightning and radar reflectivity factor data assimilation on the very short-term rainfall forecasts of RAMS@ISAC: application to two case studies in Italy journal August 2019
An 18-year climatology of derechos in Germany journal May 2020
The skill of convective parameters and indices to predict isolated and severe thunderstorms journal May 2007
Examination of the Forecast Process, Mesoscale Environment, and Evolution of the Northern Indiana/Northwest Ohio Derecho of 29 June 2012 journal October 2021

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