Title :
Modifying the triangle method and MOD16 algorithm for improving evapotranspiration estimation using MODIS data
Author :
Wang, Wen ; Zhou, Feng ; Liu, Yan-Ran
Author_Institution :
State Key Lab. of Hydrol.-Water Resources & Hydraulic Eng., Hohai Univ., Nanjing, China
Abstract :
A new approach for estimating evapotranspiration (ET) driven by MODIS satellite data is proposed based on the integration of the triangle method and MOD16 algorithm. To improve the ET estimation, several pre-processing methods, including destriping for MODIS albedo data, denoising for MODIS EVI data, and topographic correction for MODIS land surface temperature (Ts) data are applied, and several ways determining the cold (wet) edge of EVI~ Ts space are compared. The new approach is applied to the Yihe River watershed, and the estimates with the new approach are compared with the estimates with the triangle method and MOD16 algorithm as well as pan evaporation observations, which shows the reasonability and applicability of the new approach.
Keywords :
evaporation; geophysical signal processing; hydrological techniques; remote sensing; rivers; transpiration; MOD16 algorithm; MODIS EVI data denoising; MODIS albedo data destriping; MODIS land surface temperature data; MODIS satellite data; Yihe river watershed; evapotranspiration estimation improvement; pan evaporation observations; preprocessing methods; topographic correction; triangle method; Atmosphere; Data engineering; Laboratories; Land surface; MODIS; Remote sensing; Satellites; Soil; State estimation; Vegetation; Evaporation fraction; Evapotranspiration; MOD16 algorithm; MODIS; triangle method;
Conference_Titel :
Geoinformatics, 2009 17th International Conference on
Conference_Location :
Fairfax, VA
Print_ISBN :
978-1-4244-4562-2
Electronic_ISBN :
978-1-4244-4563-9
DOI :
10.1109/GEOINFORMATICS.2009.5293416