Title :
A direct algorithm for estimating daily regional Evapotranspiration from modis TOA radiances
Author :
Peng, Jian ; Liu, Yuanbo ; Zhao, Xiaosong ; Loew, Alexander
Author_Institution :
State Key Lab. of Lake Sci. & Environ., Nanjing Inst. of Geogr. & Limnology, Nanjing, China
Abstract :
Satellite remote sensing is a promising technique for estimating global or regional ET (Evapotranspiration). A simplified single-source energy balance parameterization scheme, known as the surface temperature-vegetation index (Ts-VI) triangle method, has been applied successfully to estimate regional clear sky ET in many studies. On the basis of this approach, we proposed a new method to estimate daily ET directly using the TOA (top of atmosphere) radiances without performing atmospheric correction and other processes. The estimated EF, net radiation and ET have been validated against field observations collected for the period October 2007-July 2008. The results suggest that the proposed method appears to provide daily EF, net radiation and ET with comparable accuracy to those of current widely used satellite-based methods. Overall, the proposed algorithm has fewer assumptions and can avoid the uncertainties associated with the satellite derived products.
Keywords :
atmospheric radiation; evaporation; hydrological techniques; land surface temperature; remote sensing; transpiration; MODIS TOA radiances; atmospheric correction; field observations; global evapotranspiration; net radiation; regional clear sky ET; regional evapotranspiration; satellite derived products; satellite remote sensing; satellite-based methods; simplified single-source energy balance parameterization scheme; surface temperature-vegetation index triangle method; Atmospheric modeling; Estimation; Indexes; Land surface; MODIS; Remote sensing; Satellites; Evaporative Fraction; Evapotranspiration; Net radiation; Remote sensing; TOA radiances;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351468