Title :
Estimation of Soil Moisture Content of bare soils from their spectral optical properties in the 0.4 – 12 µm spectral domain
Author :
Lesaignoux, A. ; Fabre, S. ; Briottet, X. ; Olioso, A.
Author_Institution :
Dept. d´´Opt. Theor. et Appl., ONERA, Toulouse, France
Abstract :
The purpose of this paper is the capacity of spectral reflectance, in the full optical domain 0.4 - 12 μm, to retrieve the Soil Moisture Content (SMC) of bare soils. For this, a new empirical soil model was performed from spectra lab measurements, and more precisely from soil´s classification, to simulate spectral reflectance for a given SMC, and in inverse way to estimate SMC. In solar and thermal domain, simulated spectra are highly correlated with measured spectra, respectively with 98% and 85%. In inverse way, estimation of SMC from a spectral reflectance and a given soil classes, provides a RMSE of 3.2% in solar and 2.8% in thermal domain.
Keywords :
geophysical techniques; hydrology; reflectivity; remote sensing; soil; bare soils; soil classification; soil moisture content; solar domain; spectra lab measurements; spectral optical properties; spectral reflectance; thermal domain; wavelength 0.4 mum to 12 mum; Brain modeling; Indexes; Moisture; Optical reflection; Reflectivity; Soil; Soil measurements; soil empirical model; soil moisture content; solar domain; spectral reflectance; thermal domain;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5649907