Effects of Urban Geometry on Turbulent Fluxes: A Remote Sensing Perspective

Two different land surface temperatures (with considering geometry effect and without considering geometry effect) were derived to estimate sensible heat flux over urban areas using remotely sensed land surface temperature. Results showed that the surface temperatures with considering geometry effect could bring up to 18.0% difference in the estimated sensible heat flux over built-up areas. The sensible heat fluxes derived from surface temperature with considering geometry effect were lower than those without considering geometry effect, particularly over built-up areas (e.g., the mean value is 44.3 W · m-2). The sensible heat fluxes over built-up areas are higher than those over flat impervious surfaces. In addition to the anthropogenic heat emission over urban areas, dense buildings cause higher displacement heights and roughness lengths than flat surfaces; thus, aerodynamic resistances for heat are lower over built-up areas; this makes the sensible heat dissipation into atmosphere easier over built-up areas than over flat surfaces.

[1]  C. S. B. Grimmond,et al.  An urban canyon energy budget model and its application to urban storage heat flux modeling , 1998 .

[2]  BOUNDARY LAYERS | Surface Layer , 2003 .

[3]  M. Lehmann,et al.  a surface layer , 1998 .

[4]  Klemen Zaksek,et al.  Sky-View Factor as a Relief Visualization Technique , 2011, Remote. Sens..

[5]  Pak Wai Chan,et al.  Modeling of Anthropogenic Heat Flux Using HJ-1B Chinese Small Satellite Image: A Study of Heterogeneous Urbanized Areas in Hong Kong , 2015, IEEE Geoscience and Remote Sensing Letters.

[6]  Pak Wai Chan,et al.  The urban cool island phenomenon in a high‐rise high‐density city and its mechanisms , 2017 .

[8]  Pak Wai Chan,et al.  Development of an improved urban emissivity model based on sky view factor for retrieving effective emissivity and surface temperature over urban areas , 2016 .

[9]  M. Kanda,et al.  Spatial Variability of Both Turbulent Fluxes and Temperature Profiles in an Urban Roughness Layer , 2006 .

[10]  José A. Sobrino,et al.  On the relationship between the sky view factor and the land surface temperature derived by Landsat-8 images in Bari, Italy , 2015 .

[11]  Manabu Kanda,et al.  Scalar roughness parameters for a suburban area , 2006 .

[12]  Aya Hagishima,et al.  A Simple Energy Balance Model for Regular Building Arrays , 2005 .

[13]  Yasushi Yamaguchi,et al.  Analysis of urban heat-island effect using ASTER and ETM+ Data: Separation of anthropogenic heat discharge and natural heat radiation from sensible heat flux , 2005 .

[14]  Timothy R. Oke,et al.  Aerodynamic Properties of Urban Areas Derived from Analysis of Surface Form , 1999 .

[15]  Patricia A. O'Rourke,et al.  Simulating the causal elements of urban heat islands , 1980 .

[16]  M. S. Moran,et al.  Sensible heat flux - Radiometric surface temperature relationship for eight semiarid areas , 1994 .

[17]  Hua Liu,et al.  Assessing Intra-Urban Surface Energy Fluxes Using Remotely Sensed ASTER Imagery and Routine Meteorological Data: A Case Study in Indianapolis, U.S.A. , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[18]  M. Kanda,et al.  Roughness Lengths for Momentum and Heat Derived from Outdoor Urban Scale Models , 2007 .

[19]  Marie K. Svensson,et al.  Sky view factor analysis – implications for urban air temperature differences , 2004 .

[20]  Yuyu Zhou,et al.  Estimation of the relationship between remotely sensed anthropogenic heat discharge and building energy use , 2012 .

[21]  James A. Voogt,et al.  Modeling Surface Sensible Heat Flux Using Surface Radiative Temperatures in a Simple Urban Area , 2000 .

[22]  M. Menenti,et al.  Study of the geometry effect on land surface temperature retrieval in urban environment , 2015 .

[23]  T. Oke,et al.  Complete urban surface temperatures , 1997 .

[24]  W. Terjung,et al.  A Climatic Model of Urban Energy Budgets , 2010 .

[25]  T. Oke The urban energy balance , 1988 .

[26]  Nobutaka Monji,et al.  Spatial Variability of Urban Surface Heat Fluxes Estimated from Landsat TM Data under Summer and Winter Conditions , 1998 .

[27]  E. Scott Krayenhoff,et al.  A microscale three-dimensional urban energy balance model for studying surface temperatures , 2007 .

[28]  Werner H. Terjung,et al.  SOLAR RADIATION AND URBAN HEAT ISLANDS , 1973 .

[29]  T. Oke Canyon geometry and the nocturnal urban heat island: Comparison of scale model and field observations , 1981 .

[30]  Martin J. Wooster,et al.  Modelling of urban sensible heat flux at multiple spatial scales: A demonstration using airborne hyperspectral imagery of Shanghai and a temperature–emissivity separation approach , 2008 .

[31]  S. B. Verma Aerodynamic resistances to transfers of heat, mass and momentum , 1989 .

[32]  T. Carlson,et al.  Satellite Estimation of the Surface Energy Balance, Moisture Availability and Thermal Inertia. , 1981 .

[33]  A. Arnfield AN APPROACH TO THE ESTIMATION OF THE SURFACE RADIATIVE PROPERTIES AND RADIATION BUDGETS OF CITIES , 1982 .

[34]  Ken-ichi Narita,et al.  Roughness length for heat over an urban canopy , 2009 .

[35]  Y. Yamaguchi,et al.  Estimation of storage heat flux in an urban area using ASTER data , 2007 .