DETECTION OF SOIL MOISTURE CONTENT CHANGES BY USING A SINGLE GEODETIC
ANTENNA: THE CASE OF AN AGRICULTURAL PLOT
N. Roussel
1,2
, F. Frappart
1,2
, G. Ramillien
2,3
, J. Darrozes
1,2,3
, F. Baup
1,4
, C. Ha
1,2
1
Université Paul Sabatier, 31400 Toulouse, France
2
GET-OMP, GRGS,31400 Toulouse, France
3
CNRS, GET-OMP, 31400 Toulouse, France
4
CESBIO (UPS-CNRS-CNES-IRD), 31400 Toulouse, France
ABSTRACT
As multipaths still represent a major problem for reaching
precise GNSS positioning, the mitigation of their influence
has been widely investigated. However, previous studies have
lately proposed to use these interferences of GNSS electro-
magnetic waves to estimate parameters related to the reflect-
ing surface (e.g., antenna heights, rugosity,. . . ). Variations
of the nature of the surface is likely to modify the properties
of the reflected waves, and consequently lead to variations
of amplitude / phase of the signal-to-noise ratio (SNR), e.g.
recorded at 1 Hz by a GNSS receiver. By analyzing the time
variations of SNR measurements linked to the dielectric con-
stant of the surrounding soil, we use a method to recover the
local fluctuations of the soil moisture content. It is simply
based on the obvious linear correlation between SNR ampli-
tude / phase and retrieved antenna height time series and in-
dependent measurements of humidity probe at 2 and 5 cm
depths. This method of combination is applied to determine
soil moisture in a corn and soya field at Lamasquère, France,
for 21 successive days. Results show a good correlation (e.g.
0.96 with GPS PRN-01 satellite) between SNR inversion and
humidity probes for most satellites.
Index Terms— GNSS-R, soil moisture, remote sensing,
IPT, SNR.
1. INTRODUCTION
The soil moisture measurements are very important for cli-
mate studies, weather predictions, analysis of flood zones or
aquifer recharges. In agricultural areas, analyzing in real time
the soil water content would allow the farmer to optimize the
management of its plots (tillage, treatments, irrigation, ...).
Unfortunately, traditional humidity probes are punctual and
really heterogeneous and monitoring an entire parcel is re-
ally cumbersome. With the advent of satellite remote sensing
This work was funded by CNES in the framework of the TOSCA project
"Hydrologie, Océnaographie par Réflectométrie GNSS (HORG)" and by the
RTRA STAE fundation in the framework of the "Potentialités de la Réflec-
tométrie GNSS In Situ et Mobile (PRISM)" project.
such as the SMOS mission [1], soil moisture can be monitored
at the global scale and systematically but unfortunately with
low temporal resolution. Recent studies suggested to take
advantage of the waves continuously emitted by the GNSS
satellites which reflect upon the Earth surface to monitor dif-
ferent geophysical parameters of the reflecting surface. This
opportunistic remote sensing technique, known as GNSS re-
flectometry (GNSS-R) offers a wide range of applications in
Earth science and particularly in soil moisture monitoring and
presents the advantage of covering a whole surface around the
antenna. The size of this monitored surface is only depen-
dent on the height of the antenna above the reflecting surface
(for a given satellites constellation and time interval). The
aim of this article is to apply a particular GNSS-R technique,
know as Interference Pattern Technique (IPT), to an agricul-
tural plot located in Lamasquère, France (43°29’14.45”N ;
1°13’44.11”E). IPT is based on the analysis of the Signal-
to-Noise Ratio (SNR) of a classical geodetic antenna. SNR
data incorporates both direct and reflected signals which inter-
acted with the ground while reflecting hence dependence on
soil moisture content. The observation site is equipped with a
set of meteorological sensors (rainfall, temperature, humidity
probes) needed to validate soil moisture retrieved by inver-
sion of the SNR signal. Three different parameters are under
study: the amplitude, the phase and the frequency of the mul-
tipath contribution to SNR. The latter is directly linked to the
antenna height above the reflecting surface [2].
2. METHODOLOGY
2.1. State of the art
While the major part of the sending GNSS signal is received
directly by the zenith-looking hemisphere of the antenna, a
minor part of wave energy arrives from below the horizon,
after one or several reflections in the surrounding environ-
ment. These so-called multipath signals interfere with the di-
rect wave and affect the GNSS observables recorded by the
receiver. The effect of the multipath reflections are particu-
larly visible in the SNR data constantly collected by GNSS
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