Computers and Electronics in Agriculture
31 (2001) 239–264
Accuracy issues in electromagnetic induction
sensing of soil electrical conductivity for
precision agriculture
K.A. Sudduth *, S.T. Drummond, N.R. Kitchen
USDA Agricultural Research Serice, Cropping Systems and Water Quality Research Unit,
269 Agric. Engineering Bldg., Uniersity of Missouri, Columbia, MO 65211, USA
Abstract
Soil apparent electrical conductivity (EC
a
) has been used as a surrogate measure for such
soil properties as salinity, moisture content, topsoil depth (TD), and clay content. Measure-
ments of EC
a
can be accomplished with commercially available sensors and can be used to
efficiently and inexpensively develop the dense datasets desirable for describing within-field
spatial variability in precision agriculture. The objective of this research was to investigate
accuracy issues in the collection of soil EC
a
data. A mobile data acquisition system for EC
a
was developed using the Geonics EM38
1
sensor. The sensor was mounted on a wooden cart
pulled behind an all-terrain vehicle, which also carried a GPS receiver and data collection
computer. Tests showed that drift of the EM38 could be a significant fraction of within-field
EC
a
variation. Use of a calibration transect to document and adjust for this drift was
recommended. A procedure was described and tested to evaluate positional offset of the
mobile EM38 data. Positional offset was due to both the distance from the sensor to the GPS
antenna and the data acquisition system time lags. Sensitivity of EC
a
to variations in sensor
operating speed and height was relatively minor. Procedures were developed to estimate TD
on claypan soils from EC
a
measurements. Linear equations of an inverse or power function
transformation of EC
a
provided the best estimates of TD. Collection of individual calibra-
tion datasets within each surveyed field was necessary for best results. Multiple measure-
ments of EC
a
on a field were similar if they were obtained at the same time of the year.
Whole-field maps of EC
a
-determined TD from multiple surveys were similar but not
identical. There was a significant effect of soil moisture and temperature differences across
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* Corresponding author. Tel.: +1-573-882-4090; fax: +1-573-882-1115.
E-mail address: sudduthk@missouri.edu (K.A. Sudduth).
1
Mention of tradenames or commercial products is solely for the purpose of providing specific
information and does not imply recommendation or endorsement by the US Department of Agriculture.
0168-1699/01/$ - see front matter © 2001 Elsevier Science B.V. All rights reserved.
PII:S0168-1699(00)00185-X