Relating apparent electrical conductivity to soil properties across the north-central USA
Abstract
Apparent electrical conductivity (EC a) of the soil profile can be used as an indirect indicator of a number of soil physical and chemical properties. Commercially available EC a sensors can efficiently and inexpensively develop the spatially dense datasets desirable for describing within-field spatial soil variability in precision agriculture. The objective of this research was to relate EC a data to measured soil properties across a wide range of soil types, management practices, and climatic conditions. Data were collected with a non-contact, electromagnetic induction-based EC a sensor (Geonics EM38) and a coulter-based sensor (Veris 3100) on 12 fields in 6 states of the north-central United States. At 12-20 sampling sites in each field, 120-cm deep soil cores were obtained and used for soil property determination. Within individual fields, EM38 data collected in the vertical dipole orientation (0-150 cm depth) and Veris 3100 deep (0-100 cm depth) data were most highly correlated. Differences between EC a sensors were more pronounced on more layered soils, such as the claypan soils of the Missouri fields, due to differences in depth-weighted sensor response curves. Correlations of EC a with clay content and cation exchange capacity (CEC) were generally highest and most persistent across all fields and EC a data types. Other soil properties (soil moisture, silt, sand, organic C, and paste EC) were strongly related to EC a in some study fields but not in others. Regressions estimating clay and CEC as a function of EC a across all study fields were reasonably accurate (r 2 ≥ 0.55). Thus, it may be feasible to develop relationships between EC a and clay and CEC that are applicable across a wide range of soil and climatic conditions.
- Publication:
-
Computers and Electronics in Agriculture
- Pub Date:
- 2005
- DOI:
- 10.1016/j.compag.2004.11.010
- Bibcode:
- 2005CEAgr..46..263S
- Keywords:
-
- CEC;
- cation exchange capacity;
- DGPS;
- differential global positioning system;
- EC;
- electrical conductivity;
- EC <SUB>a</SUB>;
- apparent soil electrical conductivity;
- EC <SUB>a-sh</SUB>;
- shallow (0-30 cm) EC <SUB>a</SUB> measured by Veris 3100;
- EC <SUB>a-dp</SUB>;
- deep (0-100 cm) EC <SUB>a</SUB> measured by Veris 3100;
- EC <SUB>a-em</SUB>;
- vertical mode (0-150 cm) EC <SUB>a</SUB> measured by Geonics EM38;
- EM;
- electromagnetic induction;
- GPS;
- global positioning system;
- MLRA;
- major land resource area;
- PSD;
- profile standard deviation