An Online System for Nowcasting Satellite Derived Temperatures for Urban Areas

被引:23
作者
Keramitsoglou, Iphigenia [1 ]
Kiranoudis, Chris T. [1 ,2 ]
Sismanidis, Panagiotis [1 ,2 ]
Zaksek, Klemen [1 ,3 ]
机构
[1] Natl Observ Athens, Inst Astron Astrophys Space Applicat & Remote Sen, GR-15236 Athens, Greece
[2] Natl Tech Univ Athens, Sch Chem Engn, GR-15780 Athens, Greece
[3] Univ Hamburg, Inst Geophys, Ctr Earth Syst Res & Sustainabil, DE-20146 Hamburg, Germany
基金
欧洲研究理事会;
关键词
air temperature; urban heat island; thermal remote sensing; land surface temperature; geostationary satellites; MSG-SEVIRI; urban areas; real-time; LAND-SURFACE TEMPERATURE; DAILY AIR-TEMPERATURE; HEAT-ISLAND; HEALTH; RESOLUTION; STRESS; IMPACT; COVER; MAP;
D O I
10.3390/rs8040306
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Urban Heat Island (UHI) is an adverse environmental effect of urbanization that increases the energy demand of cities and impacts human health. The study of this effect for monitoring and mitigation purposes is crucial, but it is hampered by the lack of high spatiotemporal temperature data. This article presents the work undertaken for the implementation of an operational real-time module for monitoring 2 m air temperature (TA) at a spatial resolution of 1 km based on the Meteosat Second Generation-Spinning Enhanced Visible and Infrared Imager (MSG-SEVIRI). This new module has been developed in the context of an operational system for monitoring the urban thermal environment. The initial evaluation of TA products against meteorological in situ data from 15 cities in Europe and North Africa yields that its accuracy in terms of Root Mean Square Error (RMSE) is 2.3 degrees C and Pearson's correlation coefficient (Rho) is 0.95. The temperature information made available at and around cities can facilitate the assessment of the UHIs in real time but also the timely generation of relevant higher value products and services for energy demand and human health studies. The service is available at http://snf-652558.vm.okeanos.grnet.gr/treasure/portal/info.html.
引用
收藏
页数:17
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