“…Jaquemoud et al (1992) developed the SOILSPEC radiative transfer model in the laboratory, which accounts for the soil roughness, the solar-view angle geometry, and the intrinsic optical properties of soils materials to compute soil bidirectional reflectance from 450 to 2450 nm. The penetration of the signal is better in the thermal infrared and in the microwave domains and both domains have in some circumstances a better potential for monitoring the soil moisture , El-Hajj et al,2014, Rincon et al, 2014, Han et al, 2015. Most models tested for the retrieval of soil moisture using optical and thermal infrared data (Leng et al, 2014), geostationary satellite data (Leng et al, 2015), surface shortwave radiation (Zhao et al, 2013), AMSR-E (Duan et al, 2014& Liu et al, 2014 or RADARSAT-2 data (Lievens, 2012) gave encouraging results over bare soils but not on moderately or densely vegetated areas.…”