Evaluation of the tau-omega model over bare and wheat-covered flat and periodic soil surfaces at P- and L-band - Archive ouverte HAL
Article Dans Une Revue Remote Sensing of Environment Année : 2022

Evaluation of the tau-omega model over bare and wheat-covered flat and periodic soil surfaces at P- and L-band

Résumé

It has been over ten years since the successful launch of the first-ever dedicated satellite for global soil moisture monitoring; Soil Moisture and Ocean Salinity (SMOS). Looking towards the future, P-band (0.3-1 GHz) is a promising technique to replace or enhance the L-band (1.4 GHz) SMOS and SMAP (Soil Moisture Active Passive) missions because of an expected reduction in roughness and vegetation impact, leading to an improved soil moisture accuracy over rougher soil surfaces and more densely vegetated areas. Accordingly, this investigation evaluated the tau-omega model at P-band (0.75 GHz) using a tower-based experiment in Victoria, Australia, where brightness temperature observations were collected concurrently at P-and L-band over bare and wheat covered flat and periodic soil surfaces. The potential to retrieve soil moisture without discriminating periodic and flat surfaces was investigated by applying the roughness and vegetation parameters calibrated for flat soil to retrieve the moisture of periodic soil. Results showed that P-band had a comparable RMSE across different roughness configurations (variations less than 0.016 m(3)/m(3)) for both bare and wheat-covered soil, while the L band RMSE was only comparable for wheat-covered soil, indicating that periodic surfaces did not need to be discriminated in such scenarios. Conversely, a difference of 0.022 m(3)/m(3) was observed for L-band with bare soil. A reduced vegetation impact was also demonstrated at P-band, with an RMSE of 0.029 m(3)/m(3) achieved when completely ignoring the wheat existence with under 4-kg/m(2) vegetation water content, whereas at L-band the RMSE increased to 0.063 m(3)/m(3). This study therefore paves the way for a successful P-band radiometer mission for obtaining more accurate global soil moisture information.
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Dates et versions

hal-04620225 , version 1 (21-06-2024)

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Citer

Xiaoji Shen, Jeffrey Walker, Nan Ye, Xiaoling Wu, Foad Brakhasi, et al.. Evaluation of the tau-omega model over bare and wheat-covered flat and periodic soil surfaces at P- and L-band. Remote Sensing of Environment, 2022, 273, pp.112960. ⟨10.1016/j.rse.2022.112960⟩. ⟨hal-04620225⟩
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