DocumentCode
1897704
Title
Study on quantitative retrieval of soil nutrients
Author
Dong, Heng ; Chen, Chao ; Wang, Jinliang ; QIN, Qiming ; Jiang, Hongbo ; Zhang, Ning ; Liu, Mingchao
Author_Institution
Inst. of Remote Sensing & Geographic Inf. Syst., Peking Univ., Beijing, China
fYear
2011
fDate
24-29 July 2011
Firstpage
3330
Lastpage
3333
Abstract
Soil spectral reflectance is affected by soil physicochemical characteristics and the physical basis of the soil remote sensing. Generally, the impact factors of the soil spectral features include water content, organic matter content, iron oxides content, physical composition and the parent material. In this study, a portable ASD FieldSpec Pro FR was used to collect the spectra of soil samples. The sensitive bands were selected by analyzing the relationship between nutrients and soil spectral features. Then the inversion models of soil nitrogen and organic were established by linear regression separately. The result showed that the content of soil nitrogen and soil organic can be well retrieved from remote sensing.
Keywords
geochemistry; geophysical techniques; remote sensing; soil; iron oxides content; linear regression; organic matter content; physical composition; soil nitrogen; soil nutrients; soil physicochemical characteristics; soil remote sensing; soil spectral reflectance; water content; Biological system modeling; Linear regression; Nitrogen; Reflectivity; Remote sensing; Soil; Soil measurements; Linear regression method; Soil nutrients; Soil spectral reflectance;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6049997
Filename
6049997
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