Mapping micro-urban heat islands using NOAA/AVHRR images and CORINE Land Cover: an application to coastal cities of Greece

Land Surface Temperature (LST) is a significant parameter for identifying micro-climatic changes, their spatial distribution and intensities in relation to the urban environment. In this study, LST is estimated using thermal infrared data as acquired by the Advanced Very High Resolution Radiometer (AVHRR) instrument onboard the National Oceanic and Atmospheric Administration (NOAA) satellite and by using a split window algorithm that is adjusted to account for the region of Greece. For the assignment of the surface emissivity, a new methodology based on the Coordination of Information on the Environment (CORINE) Land Cover database for Greece is used. The algorithm is applied to a night-time series of NOAA/AVHRR images of Greece in order to produce surface temperature maps of an enhanced spatial resolution of 250 m for the cities of Thessaloniki, Patra, Volos and Iraklion, which are the most significant harbour cities of Greece. Results indicate the presence of urban heat islands (UHIs) in each case study, with highest temperatures detected along the coastal zone of the harbour cities resulting from denser urban fabric and road network as well as intense human activity.

[1]  José A. Sobrino,et al.  Significance of the remotely sensed thermal infrared measurements obtained over a citrus orchard , 1990 .

[2]  José A. Sobrino,et al.  On the atmospheric dependence of the split-window equation for land surface temperature , 1994 .

[3]  W. Emery,et al.  Satellite-derived urban heat islands from three coastal cities and the utilization of such data in urban climatology , 1989 .

[4]  J. Monteith,et al.  Boundary Layer Climates. , 1979 .

[5]  José A. Sobrino,et al.  Toward remote sensing methods for land cover dynamic monitoring: Application to Morocco , 2000 .

[6]  José A. Sobrino,et al.  Monitoring the Iberian Peninsula land cover using NOAA-AVHRR data , 1997 .

[7]  J. D. Tarpley,et al.  The use of NOAA AVHRR data for assessment of the urban heat island effect , 1993 .

[8]  Robert C. Balling,et al.  High-resolution surface temperature patterns in a complex urban terrain , 1988 .

[9]  José A. Sobrino,et al.  Multi-channel and multi-angle algorithms for estimating sea and land surface temperature with ATSR data , 1996 .

[10]  Eva Rubio,et al.  Emissivity measurements of several soils and vegetation types in the 8–14, μm Wave band: Analysis of two field methods , 1997 .

[11]  I. D. Watson,et al.  Simulation of surface urban heat islands under ‘ideal’ conditions at night part 2: Diagnosis of causation , 1991 .

[12]  Nektarios Chrysoulakis,et al.  Improving the estimation of land surface temperature for the region of Greece: Adjustment of a split window algorithm to account for the distribution of precipitable water , 2002 .

[13]  Z. Li,et al.  Towards a local split window method over land surfaces , 1990 .

[14]  S. Kidder,et al.  A multispectral study of the St. Louis area under snow-covered conditions using NOAA-7 AVHRR data , 1987 .

[15]  Hyoun-Young Lee An application of NOAA AVHRR thermal data to the study of urban heat islands , 1993 .

[16]  J. Labed,et al.  Spectral properties of land surfaces in the thermal infrared: 2. Field method for spectrally averaged emissivity measurements , 1990 .

[17]  Enric Valor,et al.  Land surface emissivity and temperature determination in the whole HAPEX-Sahel area from AVHRR data , 1997 .

[18]  M. Santamouris,et al.  On the impact of urban climate on the energy consumption of buildings , 2001 .

[19]  J. Labed,et al.  Spectral properties of land surfaces in the thermal infrared: 1. Laboratory measurements of absolute spectral emissivity signatures , 1990 .

[20]  A. Prata Land surface temperatures derived from the advanced very high resolution radiometer and the along‐track scanning radiometer: 1. Theory , 1993 .

[21]  Yann Kerr,et al.  Accurate land surface temperature retrieval from AVHRR data with use of an improved split window algorithm , 1992 .

[22]  R. Saunders,et al.  An improved method for detecting clear sky and cloudy radiances from AVHRR data , 1988 .

[23]  F. Becker,et al.  The impact of spectral emissivity on the measurement of land surface temperature from a satellite , 1987 .

[24]  V. Caselles,et al.  Analysis of the heat-island effect of the city of Valencia, Spain, through air temperature transects and NOAA satellite data , 1991 .

[25]  Carlo Ulivieri,et al.  A split window algorithm for estimating land surface temperature from satellites , 1994 .

[26]  D. Mcginnis,et al.  Satellite Detection of Urban Heat Islands , 1978 .