A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations

The urban heat island effect (UHI) for inner land regions was investigated using satellite data, ground observations, and simulations with an Single-Layer Urban Canopy Parameterization (SLUCP) coupled into the regional Weather Research Forecasting model (WRF, http://wrf-model.org/index.php). Specifi...

Full description

Bibliographic Details
Main Authors: Hengyue Zhang, Menglin S. Jin, Martin Leach
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Climate
Subjects:
Online Access:https://www.mdpi.com/2225-1154/5/3/72
id doaj-475999b13dc94fad86960b955392adfb
record_format Article
spelling doaj-475999b13dc94fad86960b955392adfb2020-11-25T00:52:22ZengMDPI AGClimate2225-11542017-09-01537210.3390/cli5030072cli5030072A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite ObservationsHengyue Zhang0Menglin S. Jin1Martin Leach2SpringGem Weather InformationDepartment of Atmospheric and Oceanic Science, University of Maryland, College Park, MD 20742, USADepartment of Meteorology and Climate Science, San José State University, San Jose, CA 95192, USAThe urban heat island effect (UHI) for inner land regions was investigated using satellite data, ground observations, and simulations with an Single-Layer Urban Canopy Parameterization (SLUCP) coupled into the regional Weather Research Forecasting model (WRF, http://wrf-model.org/index.php). Specifically, using the satellite-observed surface skin temperatures (Tskin), the intensity of the UHI was first compared for two inland cities (Xi’an City, China, and Oklahoma City (OKC)), which have different city populations and building densities. The larger population density and larger building density in Xi’an lead to a stronger skin-level UHI by 2 °C. However, the ground observed 2 m surface air temperature (Tair) observations showed an urban cooling island effect (UCI) over the downtown region in OKC during the daytime of 19 July 2003, from a DOE field campaign (Joint Urban 2003). To understand this contrast between satellite-based Tskin and ground-based Tair, a sensitivity study using WRF/SLUCP was analyzed. The model reproduced a UCI in OKC. Furthermore, WRF/Noah/SLUCM simulations were also compared with the Joint Urban 2003 ground observations, including wind speeds, wind directions, and energy fluxes. Although the WRF/SLUCM model failed to simulate these variables accurately, it reproduced the diurnal variations of surface temperatures, wind speeds, wind directions, and energy fluxes reasonably well.https://www.mdpi.com/2225-1154/5/3/72urban heat island effectregional model simulationsatellite remote sensingfield experiment
collection DOAJ
language English
format Article
sources DOAJ
author Hengyue Zhang
Menglin S. Jin
Martin Leach
spellingShingle Hengyue Zhang
Menglin S. Jin
Martin Leach
A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
Climate
urban heat island effect
regional model simulation
satellite remote sensing
field experiment
author_facet Hengyue Zhang
Menglin S. Jin
Martin Leach
author_sort Hengyue Zhang
title A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
title_short A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
title_full A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
title_fullStr A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
title_full_unstemmed A Study of the Oklahoma City Urban Heat Island Effect Using a WRF/Single-Layer Urban Canopy Model, a Joint Urban 2003 Field Campaign, and MODIS Satellite Observations
title_sort study of the oklahoma city urban heat island effect using a wrf/single-layer urban canopy model, a joint urban 2003 field campaign, and modis satellite observations
publisher MDPI AG
series Climate
issn 2225-1154
publishDate 2017-09-01
description The urban heat island effect (UHI) for inner land regions was investigated using satellite data, ground observations, and simulations with an Single-Layer Urban Canopy Parameterization (SLUCP) coupled into the regional Weather Research Forecasting model (WRF, http://wrf-model.org/index.php). Specifically, using the satellite-observed surface skin temperatures (Tskin), the intensity of the UHI was first compared for two inland cities (Xi’an City, China, and Oklahoma City (OKC)), which have different city populations and building densities. The larger population density and larger building density in Xi’an lead to a stronger skin-level UHI by 2 °C. However, the ground observed 2 m surface air temperature (Tair) observations showed an urban cooling island effect (UCI) over the downtown region in OKC during the daytime of 19 July 2003, from a DOE field campaign (Joint Urban 2003). To understand this contrast between satellite-based Tskin and ground-based Tair, a sensitivity study using WRF/SLUCP was analyzed. The model reproduced a UCI in OKC. Furthermore, WRF/Noah/SLUCM simulations were also compared with the Joint Urban 2003 ground observations, including wind speeds, wind directions, and energy fluxes. Although the WRF/SLUCM model failed to simulate these variables accurately, it reproduced the diurnal variations of surface temperatures, wind speeds, wind directions, and energy fluxes reasonably well.
topic urban heat island effect
regional model simulation
satellite remote sensing
field experiment
url https://www.mdpi.com/2225-1154/5/3/72
work_keys_str_mv AT hengyuezhang astudyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
AT menglinsjin astudyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
AT martinleach astudyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
AT hengyuezhang studyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
AT menglinsjin studyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
AT martinleach studyoftheoklahomacityurbanheatislandeffectusingawrfsinglelayerurbancanopymodelajointurban2003fieldcampaignandmodissatelliteobservations
_version_ 1725242667214831616