Urban Heat Island Characterization with Airborne Thermal Infrared Hyperspectral Imaging
ثبت نشده
چکیده
The higher concentration of man-made objects like asphalt pavement and concrete structures within urban areas lead to the formation of subareas known as urban heat islands (UHI), where the ambient temperature is significantly higher. Having a good understanding of this problem is critical for better urban development. Thermal infrared (TIR, 8-12 μm) remote sensing is often used to localize UHI. However, surface temperature measurement using conventional broadband TIR sensors cannot account for the spectral emissivity properties of the materials leading to erroneous surface temperature estimates. In this work, airborne TIR hyperspectral imaging (HSI) was carried out on urban areas at high spectral resolution. The thermodynamic temperature maps obtained after temperature-emissivity separation (TES) display sharper thermal contrast associated with UHI, making their identification easier. A chemical map of quartz (SiO2), a material used in the fabrication of many buildings and roads, highlights the close association between UHI and manmade objects.
منابع مشابه
Urban Sensing by Hyperspectral Data
The airborne hyperspectral imaging data has operationally been used in environment, geology, agriculture and other fields. In this paper, airborne hyperspectral data in visible, SWIR, MIR and TIR spectral region acquired by the 128 band Operational Modular Imaging Spectrometer (OMIS) was attempt in urban object identification. Natural grassland/artificial grasslands, and different types of meta...
متن کاملApplication of Airborne Hyperspectral and Thermal Images to Analyse Urban Microclimate
Urbanisation is a long standing problem and phenomenon all around the world. It means more and more challenges for scientists. Remote sensing techniques with high spectral and spatial resolution open novel approaches which enable the analysis of vegetated and non-vegetated urban surfaces with high heterogeneity. In this paper it is demonstrated how hyperspectral images and thermal maps can be u...
متن کاملAnalysis of the Urban Heat Island Effect in Shijiazhuang, China Using Satellite and Airborne Data
The urban heat island (UHI) effect resulting from rapid urbanization generally has a negative impact on urban residents. Shijiazhuang, the capital of Hebei Province in China, was selected to assess surface thermal patterns and its correlation with Land Cover Types (LCTs). This study was conducted using Landsat TM images on the mesoscale level and airborne hyperspectral thermal images on the mic...
متن کاملStudy on Urban Heat Island Intensity Level Identification Based on an Improved Restricted Boltzmann Machine
Thermal infrared remote sensing has become one of the main technology methods used for urban heat island research. When applying urban land surface temperature inversion of the thermal infrared band, problems with intensity level division arise because the method is subjective. However, this method is one of the few that performs heat island intensity level identification. This paper will build...
متن کاملAn Unmanned Airship Thermal Infrared Remote Sensing System for Low-Altitude and High Spatial Resolution Monitoring of Urban Thermal Environments: Integration and an Experiment
Satellite remote sensing data that lacks spatial resolution and timeliness is of limited ability to access urban thermal environment on a micro scale. This paper presents an unmanned airship low-altitude thermal infrared remote sensing system (UALTIRSS), which is composed of an unmanned airship, an onboard control and navigation subsystem, a task subsystem, a communication subsystem, and a grou...
متن کامل