materials research bulletin2018Vol. 22pp. 1931-1946
128
zhang2018hydrologyderiving
Abstract
This work assesses the estimation of surface volumetric soil
moisture (VSM) using the global navigation satellite system interferometric reflectometry (GNSS-IR) technique. Year-round observations were acquired from
a grassland site in southwestern France using an antenna consecutively placed
at two contrasting heights above the ground surface (3.3 and 29.4 m). The VSM
retrievals are compared with two independent reference datasets: in situ
observations of soil moisture, and numerical simulations of soil moisture and
vegetation biomass from the ISBA (Interactions between Soil, Biosphere and
Atmosphere) land surface model. Scaled VSM estimates can be retrieved
throughout the year removing vegetation effects by the separation of growth
and senescence periods and by the filtering of the GNSS-IR observations that
are most affected by vegetation. Antenna height has no significant impact on
the quality of VSM estimates. Comparisons between the VSM GNSS-IR retrievals
and the in situ VSM observations at a depth of 5 cm show good agreement
(R2 = 0.86 and RMSE = 0.04 m3 m−3). It is shown that
the signal is sensitive to the grass litter water content and that this
effect triggers differences between VSM retrievals and in situ VSM
observations at depths of 1 and 5 cm, especially during light rainfall
events.