Title :
Retrieving land surface component temperatures using ATSR-2 data
Author :
Fenqin, Wang ; Wenjie, Fan ; Xiru, Xu ; Qiming, Qin
Author_Institution :
Inst. of RS & GIS, Peking Univ., Beijing, China
Abstract :
The retrieval of component temperatures from mixed pixel over vegetable-soil system is more valuable than the retrieving of average temperature. However, there are two essential mechanisms such as component thermal radiation and atmosphere correction must be newly considered. A good mathematic scheme should also be employed, which can make use of the ATSR-2 information in order to separate component temperatures. This paper is an attempt for the above topics. We bring forward more appropriate atmosphere parameters and retrieve them by resolving a system of nonlinear equations, which also includes vegetable and soil temperature as unknown variables. To resolve it, Broyden´s method is adopted. We use the ATSR-2 imagery on a pilot field in Shunyi county on April 16, 2001 to validate our method, and errors of 2 degC and 1 degC are achieved for soil temperature and vegetable temperature respectively.
Keywords :
heat radiation; nonlinear equations; soil; terrain mapping; 23.6 C; 33.4 C; ATSR-2 data; Broyden method; China; Shunyi county; atmosphere; nonlinear equations; retrieving land surface; thermal radiation; vegetable-soil system; Atmosphere; Atmospheric measurements; Crops; Equations; Geographic Information Systems; Information retrieval; Land surface; Land surface temperature; Mathematics; Soil;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
DOI :
10.1109/IGARSS.2003.1295498