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Agronomy Journal 95:352-364 (2003)
© 2003 American Society of Agronomy

SOIL MANAGEMENT

Identifying Soil Properties that Influence Cotton Yield Using Soil Sampling Directed by Apparent Soil Electrical Conductivity

D. L. Corwin*,a, S. M. Lescha, P. J. Shousea, R. Soppeb and J. E. Ayarsb

a USDA-ARS, George E. Brown, Jr., Salinity Lab., 450 West Big Springs Rd., Riverside, CA 92507-4617
b USDA-ARS, Water Manage. Res. Lab., 9611 S. Riverbend Ave., Parlier, CA 92648

* Corresponding author (dcorwin{at}ussl.ars.usda.gov)

Received for publication March 22, 2002. Crop yield inconsistently correlates with apparent soil electrical conductivity (ECa) because of the influence of soil properties (e.g., salinity, water content, texture, etc.) that may or may not influence yield within a particular field and because of a temporal component of yield variability that is poorly captured by a state variable such as ECa. Nevertheless, in instances where yield correlates with ECa, maps of ECa are useful for devising soil sampling schemes to identify soil properties influencing yield within a field. A west side San Joaquin Valley field (32.4 ha) was used to demonstrate how spatial distributions of ECa can guide a soil sample design to determine the soil properties influencing seed cotton (Gossypium hirsutum L.; ‘MAXXA’ variety) yield. Soil sample sites were selected with a statistical sample design utilizing spatial ECa measurements. Statistical results are presented from correlation and regression analyses between cotton yield and the properties of pH, B, NO3–N, Cl-, salinity, leaching fraction (LF), gravimetric water content, bulk density, percentage clay, and saturation percentage. Correlation coefficients of -0.01, 0.50, -0.03, 0.25, 0.53, -0.49, 0.42, -0.29, 0.36, and 0.38, respectively, were determined. A site-specific response model of cotton yield was developed based on ordinary least squares regression analysis and adjusted for spatial autocorrelation using maximum likelihood. The response model indicated that salinity, plant-available water, LF, and pH were the most significant soil properties influencing cotton yield at the study site. The correlations and response model provide valuable information for site-specific management.

Abbreviations: ECa, apparent soil electrical conductivity • ECe, electrical conductivity of the saturation extract • GIS, geographical information systems • GPS, global positioning systems • LF, leaching fraction • OLS, ordinary least squares • SP, saturation percentage • {theta}g, gravimetric water content • {rho}b, bulk density




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The SCI Journals Crop Science Vadose Zone Journal
Journal of Natural Resources
and Life Sciences Education
Soil Science Society of America Journal
Journal of Plant Registrations Journal of
Environmental Quality
The Plant Genome
Copyright © 2003 by the American Society of Agronomy.