Title :
Preliminary results of temporal normalization of MODIS land surface temperature
Author :
Duan, Si-Bo ; Wu, Hua ; Wang, Ning ; Zhou, Xiao-Ming ; Tang, Bo-Hui ; Li, Zhao-Liang
Abstract :
MODIS land surface temperature (LST) products have been widely used in numerous applications. Each pixel within the MODIS LST products is acquired at different local solar time even though they are in the same granule. A temporal consistency and spatial comprehensiveness data set will benefit us in the utilization of the LST products in related applications and researches. In this study, a diurnal temperature cycle (DTC) model was employed to normalize the MODIS LSTs to the same local solar time. The MODIS LSTs were derived from the Terra/MODIS and Aqua/MODIS LST products (MOD11_L2 and MYD11_L2, respectively). The results at daytime only are presented because the larger LSTs heterogeneity makes the comparison of LSTs before and after the temporal normalization much clearer. The preliminary results indicate that the spatial variations of the MODIS LSTs caused by different local solar time are removed after the temporal normalization. The temporal normalized LSTs may become more suitable for the analysis of land surface processes.
Keywords :
land surface temperature; remote sensing; Aqua MODIS; DTC model; LST products; MODIS land surface temperature; Terra MODIS; diurnal temperature cycle model; local solar time; spatial comprehensiveness; temporal consistency; temporal normalization; Land surface; Land surface temperature; MODIS; Ocean temperature; Remote sensing; Sea surface; Temperature sensors; Land surface temperature; Moderate Resolution Imaging Spectroradiometer (MODIS); diurnal temperature cycle; temporal normalization;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6048951