Arid
DOI10.1016/j.compag.2004.11.007
Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils
Lesch, SM; Corwin, DL; Robinson, DA
通讯作者Lesch, SM
来源期刊COMPUTERS AND ELECTRONICS IN AGRICULTURE
ISSN0168-1699
EISSN1872-7107
出版年2005
卷号46期号:1-3页码:351-378
英文摘要

Electromagnetic induction (EM) is a commonly used tool for non-invasive mapping of apparent soil electrical conductivity (ECa). In this paper, we examine three applications of EM surveying used in and southwestern US agriculture: repetitive salinity mapping, soil texture mapping, and locating buried tile lines. The basic statistical modeling techniques associated with each application are described and then demonstrated using data from three different field survey projects. In the first study, pre- and post-EM surveys are used to quantify the degree of salt removal from a field leaching event. These survey results demonstrate that the degree of salt removal was spatially variable and that the leaching process was not successful in sub-areas of the field that exhibited high pre-survey salinity concentration levels. The second study demonstrates the use of EM survey data for precision soil texture mapping under non-saline conditions, and illustrates how texture prediction maps can be generated from EM survey data. The final study represents an example of how EM survey data can be used to precisely locate the positions of buried tile lines. In this latter study, two different EM survey data sets that were collected 1 year apart produced estimates of tile line positions within 1 m of each other, validating the reliability and repeatability of the proposed tile line identification strategy. These projects demonstrate three applications of ECa surveying techniques used to derive spatial information that aids in the effective management of agricultural fields. Published by Elsevier B.V.


英文关键词electrical conductivity EM38 salinity leaching tile lines regression ANOCOVA
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000227823700015
WOS关键词ELECTROMAGNETIC INDUCTION TECHNIQUES ; MULTIPLE LINEAR-REGRESSION ; SITE-SPECIFIC MANAGEMENT ; SPATIAL PREDICTION ; SALINITY ; MODEL
WOS类目Agriculture, Multidisciplinary ; Computer Science, Interdisciplinary Applications
WOS研究方向Agriculture ; Computer Science
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/148751
作者单位(1)USDA ARS, George E Brown Jr Salin Lab, Riverside, CA 92507 USA;(2)Utah State Univ, Dept Plants Soils & Biometeorol, Logan, UT 84322 USA
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Lesch, SM,Corwin, DL,Robinson, DA. Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils[J],2005,46(1-3):351-378.
APA Lesch, SM,Corwin, DL,&Robinson, DA.(2005).Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils.COMPUTERS AND ELECTRONICS IN AGRICULTURE,46(1-3),351-378.
MLA Lesch, SM,et al."Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils".COMPUTERS AND ELECTRONICS IN AGRICULTURE 46.1-3(2005):351-378.
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