Title :
Monitoring air and Land Surface Temperatures from remotely sensed data for climate-human health applications
Author :
Ceccato, P. ; Vancutsem, C. ; Temimi, M.
Author_Institution :
Int. Res. Inst. for Climate & Soc., Columbia Univ., Palisades, NY, USA
Abstract :
This study proposes a methodology to infer maximum air temperature from space using observations from polar orbiting satellite MODIS. A previous study showed that minimum Land Surface Temperature (LST) derived from MODIS night-time images provides a good surrogate for minimum air temperature while the retrieval of maximum air temperature is less straightforward. The objective of this work is to estimate maximum air temperatures through the extrapolation of the minimum temperature derived from MODIS according to the diurnal cycle. The diurnal cycle parameters (i.e. phase and amplitude) which are used to estimate the maximum air temperature are determined locally using data from the WORDCLIM database. The proposed approach is applied over four different areas in Africa (Eritrea, Ethiopia, Botswana and Madagascar) based on measurements collected in 28 different stations over the period 2002-2008. An acceptable agreement between maximum air temperature estimated and observed temperatures was noticed. This implies that satellite imagery has an interesting potential in inferring maximum air temperature at an interesting temporal and spatial resolution.
Keywords :
atmospheric temperature; climatology; extrapolation; land surface temperature; remote sensing; AD 2002 to 2008; Africa; Botswana; Eritrea; Ethiopia; MODIS night-time images; Madagascar; WORDCLIM database; air monitoring; climate-human health applications; diurnal cycle; extrapolation; land surface temperature monitoring; maximum air temperature; minimum air temperature; polar orbiting satellite; remotely sensed data; satellite imagery; spatial resolution; temporal resolution; Land surface; Land surface temperature; MODIS; Ocean temperature; Temperature distribution; Temperature measurement; Temperature sensors; Air temperature; Land Surface Temperature; climate change; human health;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5649810