Experimental determination of the validity of the prediction equations of soil compaction employed on-the-go sensing

Main Article Content

Darina Lara Coba

Abstract

The models developed for on the go soil compaction sensing taking into account the soil density and the moisture content, the depth and the soil resistance, these have been developed for sandy, silty and clay, but its accuracy is not known to predict compaction on the conditions of cuban soil. The goals of this study is to determine the validity of the equations developed for predicting soil compaction during the go sensing, in a Rhodic ferralsol western Cuba. To complete this objective was tested experimentally the validity of these models in the soil bin controlled conditions, for a wide range of soil conditions and operation of the sensor. The main results show that the prediction errors of the models analyzed (0,90 to 260%) inability to correlate the sensor readings with soil compaction, although the models developed by Mouazen are more accurate (e = 0,90 to 41%) that the models developed by Andrade (e = 8,15 to 260%). Soil moisture was variable in the prediction that more weight have in the predictions accuracy, being the forward speed the second variable of importance regarding the accuracy of the predictions, which is an indicator of the inclusion need in future prediction models.

Article Details

How to Cite
Lara Coba, D. (2013). Experimental determination of the validity of the prediction equations of soil compaction employed on-the-go sensing. Revista Ciencias Técnicas Agropecuarias, 22(2), 26–32. Retrieved from https://revistas.unah.edu.cu/index.php/rcta/article/view/208
Section
Original Articles
Author Biography

Darina Lara Coba, Ing., Prof. Asistente,

Universidad de Granma, Departamento de Ingeniería Agrícola, Granma.

References

ANDRADE, P.; U. ROSA; S. UPADHYAYA; B. JENKINS; J. AGUERA & M. JOSIAH: Soil profile force measurements using an instrumented tine, 11pp., In: ASAE Paper No. 011060, July 28-August 1, 2001.

ANDRADE, P.; S. K. UPADHYAYA; B. M. JENKINS & F. A. GARCIA S: Evaluation of the UC Davis Compaction Profile Sensor, 14pp., In: ASAE Paper Number: 021185, 28-31 July, 2002.

BERLI, M.: Compaction of agricultural subsoils by tracked heavy construction machinery, (Doctoral Degree Thesis) Institute Federal Swiss of Technology, Zurich, 2001.

HALL, H. E. & R. L. RAPER: “Development and concept evaluation of an on-the-go soil strength measurement system”, American Society of Agricultural Engineers, 48(2): 469−477, 2005.

HERRERA, M.: Determinación de la humedad crítica de compactación de los suelos ferralíticos rojos compactados. En: I Conferencia Científica de Ingeniería Agrícolas de La Habana. AgroIng, La Habana, Cuba. 2004.

HERRERA, M.; C. E. IGLESIAS; D. LARA; O. GONZÁLEZ y E. LÓPEZ: “Desarrollo de un sensor para la medición continua de la compactación del suelo”, Revista Ciencias Técnicas Agropecuarias, 20(1): 6-11, 2011.

IGLESIAS, C. E. y M. HERRERA: Fundamentación de un canal de suelos para los estudios de labranza, traficabilidad y compactación. En: Memorias de la Segunda Conferencia Sobre Desarrollo y Sostenibilidad, Agrocentro, pp. 6, Universidad Central de Las Villas, Santa Clara, Cuba. 2003.

KELLER, T.: Soil compaction and soil tillage studies in agricultural soil mechanics, (Doctoral Degree Thesis), Swedish university of Agricultural Sciences, Uppsala, Sweden, 2004.

KELLER, T.; P. DÉFOSSEZ; P. WEISSKOPF; J. ARVIDSSON & G. RICHARD: “SoilFlex: A model for prediction of soil stresses and soil compaction due to agricultural field traffic including a synthesis of analytical approaches”, Soil & Tillage Research, 93(2): 391-411, 2007.

MOUAZEN, A.; K. DUMONT; K. MAERTENS & H. RAMON: “Two - dimencional prediction of spatial variation in topsoil compaction of a sandy loam field based on measured horizontal force of compaction sensor, cutting depth and moisture content.”, Soil & Tillage Research, 74(1): 91-102, 2003a.

MOUAZEN, A. & H. RAMON: “Expanding implementation of an on-line measurement system of topsoil compaction in loamy sand, loam, silt loam and silt soils”, Soil & Tillage Research, 103: 98-104, 2009.

MOUAZEN, A.; H. RAMON & J. DE BAERDEMAEKER: “Modelling compattion from on-line measurement of soil properties and sensor draught”, Precision Agriculture, 4(2): 203-212, 2003b.

PAGLIAI, M.; A. MARSILI; P. SERVADIO; N. VIGNOZZI & S. PELLEGRINI: “Changes in some physical properties of a clay soil in central Italy following the passage of rubber tracked and wheeled tractors of medium power “, Soil & Tillage Research, 73: 119 - 129, 2003.

VRINDTS, E.; A. MOUAZEN; M. REYNIERS; K. MAERTENS; M. MALEKI; H. RAMON & J. DE BAERDEMAEKER: “Management zones based on correlation between soil compaction, yield and crop data”, Biosystems Engineering, 92(4): 419-428, 2005.