Title :
Analyzing canopy spectra with polynomial expression and retrieval of chlorophyll concentration
Author :
Liu, Qiang ; Yan, Chunyan ; Du, Yongming ; Li, Jing
Author_Institution :
State Key Lab. of Remote Sensing Sci., Chinese Acad. of Sci., Beijing
Abstract :
The polynomial expression is a new and powerful model to interpret the light scattering process inside leaf/soil system and decipher the nonlinear relationship between component spectra and canopy reflectance. In our previous work, we have outlined the forward model and analyzed its feature. For models with large number of parameters, their inversion is a challenging problem. This paper presents the algorithm and strategy that makes the complex multivariant inversion problem efficient and stable
Keywords :
atmospheric spectra; data acquisition; inverse problems; vegetation mapping; canopy reflectance; canopy spectra; chlorophyll concentration retrieval; forward model; leaf soil system; light scattering process; multivariant inversion problem; nonlinear relationship; polynomial expression; remote sensing; Hyperspectral imaging; Hyperspectral sensors; Light scattering; Mathematical model; Optoelectronic and photonic sensors; Polynomials; Power system modeling; Reflectivity; Remote sensing; Soil;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1370062