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Title: Impact of Urban Representation on Simulation of Hurricane Rainfall

Journal Article · · Geophysical Research Letters
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [6];  [3]; ORCiD logo [7]; ORCiD logo [8]; ORCiD logo [8];  [9]; ORCiD logo [10]; ORCiD logo [11]; ORCiD logo [12]; ORCiD logo [13]
  1. Department of Computer Sciences Purdue University IN West Lafayette USA, IDP in Climate Studies Indian Institute of Technology Bombay Mumbai India, Department of Geography National University of Singapore Singapore Singapore, Department of Geological Sciences and Department of Civil, Architecture, and Environmental Engineering Jackson School of Geoscience University of Texas at Austin TX Austin USA
  2. Department of Agronomy Purdue University IN West Lafayette USA, Department of Atmospheric and Earth Science The University of Alabama in Huntsville AL Huntsville USA
  3. Department of Agronomy Purdue University IN West Lafayette USA
  4. Purdue Hydrological Impacts Group Department of Agricultural and Biological Engineering Purdue University IN West Lafayette USA
  5. India Meteorological Department New Delhi India
  6. Typhoon Research Center Jeju National University Jeju Republic of Korea, Department of Earth Atmospheric and Planetary Sciences Purdue University IN West Lafayette USA
  7. Department of Earth and Atmospheric Sciences National Institute of Technology Rourkela Rourkela India
  8. IDP in Climate Studies Indian Institute of Technology Bombay Mumbai India
  9. Department of Computer Sciences Purdue University IN West Lafayette USA
  10. Department of Civil and Environmental Engineering Princeton University NJ Priceton USA
  11. NOAA Hurricane Research Division/AOML FL Miami USA
  12. Department of Geological Sciences and Department of Civil, Architecture, and Environmental Engineering Jackson School of Geoscience University of Texas at Austin TX Austin USA
  13. Department of Geological Sciences and Department of Civil, Architecture, and Environmental Engineering Jackson School of Geoscience University of Texas at Austin TX Austin USA, Department of Agronomy Purdue University IN West Lafayette USA

Abstract Taking the examples of Hurricane Florence (2018) over the Carolinas and Hurricane Harvey (2017) over the Texas Gulf Coast, the study attempts to understand the performance of slab, single‐layer Urban Canopy Model (UCM), and Building Environment Parameterization (BEP) in simulating hurricane rainfall using the Weather Research and Forecasting (WRF) model. The WRF model simulations showed that for an intense, large‐scale event such as a hurricane, the model quantitative precipitation forecast over the urban domain was sensitive to the model urban physics. The spatial and temporal verification using the modified Kling‐Gupta efficiency and Method for Object based Diagnostic and Evaluation in Time Domain suggests that UCM performance is superior to the BEP scheme. Additionally, using the BEP urban physics scheme over UCM for landfalling hurricane rainfall simulations has helped simulate heavy rainfall hotspots.

Sponsoring Organization:
USDOE
OSTI ID:
2205278
Alternate ID(s):
OSTI ID: 2263287
Journal Information:
Geophysical Research Letters, Journal Name: Geophysical Research Letters Journal Issue: 21 Vol. 50; ISSN 0094-8276
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (37)

Performance evaluation of WRF for extreme flood forecasts in a coastal urban environment journal July 2019
Space–Time Variability of Rainfall and Extreme Flood Response in the Menomonee River Basin, Wisconsin journal June 2003
Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling journal October 2009
Observed Spatial Characteristics of Beijing Urban Climate Impacts on Summer Thunderstorms journal January 2015
Timing of rainfall occurrence altered by urban sprawl journal September 2020
On the Assessment of a Numerical Weather Prediction Model for Solar Photovoltaic Power Forecasts in Cities journal March 2019
Increased Spatial Variability and Intensification of Extreme Monsoon Rainfall due to Urbanization journal March 2018
A case application of WRF-UCM models to the simulation of urban wind speed profiles in a typhoon journal January 2022
Tropical Cyclone–Relative Environmental Helicity and the Pathways to Intensification in Shear journal February 2016
The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes journal May 1994
Evaluation of boundary-layer and urban-canopy parameterizations for simulating wind in Miami during Hurricane Irma (2017) journal April 2021
Urbanization exacerbated the rainfall and flooding caused by hurricane Harvey in Houston journal November 2018
Improved Representation of Boundary Layer Clouds over the Southeast Pacific in ARW-WRF Using a Modified Tiedtke Cumulus Parameterization Scheme * journal November 2011
Impacts of City Shape on Rainfall in Inland and Coastal Environments journal May 2022
Urban Impacts on Extreme Monsoon Rainfall and Flooding in Complex Terrain journal June 2019
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Urban Rainfall Modification: Observational Climatology Over Berlin, Germany journal January 2019
Explicit Forecasts of Winter Precipitation Using an Improved Bulk Microphysics Scheme. Part II: Implementation of a New Snow Parameterization journal December 2008
An Urban Surface Exchange Parameterisation for Mesoscale Models journal August 2002
A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models journal August 1989
The integrated WRF/urban modelling system: development, evaluation, and applications to urban environmental problems journal January 2011
Surface to boundary layer coupling in the urban area of Lisbon comparing different urban canopy models in WRF journal June 2019
A Simple Single-Layer Urban Canopy Model For Atmospheric Models: Comparison With Multi-Layer And Slab Models journal December 2001
Improved Prediction of Bay of Bengal Tropical Cyclones through Assimilation of Doppler Weather Radar Observations journal October 2015
Meta-analysis of urbanization impact on rainfall modification journal May 2019
Impact of city size on precipitation‐modifying potential journal October 2013
Urban Modification of Thunderstorms: An Observational Storm Climatology and Model Case Study for the Indianapolis Urban Region * journal May 2011
Modeling Urban Precipitation Modification by Spatially Heterogeneous Aerosols journal August 2017
A Review of Current Investigations of Urban-Induced Rainfall and Recommendations for the Future journal July 2005
A time-split nonhydrostatic atmospheric model for weather research and forecasting applications journal March 2008
Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios journal March 2012
Urban Climates book September 2017
On the coupling strength between the land surface and the atmosphere: From viewpoint of surface exchange coefficients journal January 2009
Ensemble‐Based Assimilation of Satellite All‐Sky Microwave Radiances Improves Intensity and Rainfall Predictions for Hurricane Harvey (2017) journal December 2021
A case study of urbanization impact on summer precipitation in the Greater Beijing Metropolitan Area: Urban heat island versus aerosol effects: URBANIZATION IMPACT ON PRECIPITATION journal October 2015
Sensitivity of urban boundary layer simulation to urban canopy models and PBL schemes in Beijing journal August 2018
Impact of Doppler weather radar data on numerical forecast of Indian monsoon depressions
  • Routray, A.; Mohanty, U. C.; Rizvi, S. R. H.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 136, Issue 652 https://doi.org/10.1002/qj.678
journal September 2010