文章基本信息

标题：Delineating Site‐Specific Management Zones and Evaluating Soil Water Temporal Dynamics in a Farmer's Field in Kentucky
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作者：Javier Reyes ; Ole Wendroth ; Christopher Matocha 等
期刊名称：Vadose Zone Journal
电子版ISSN：1539-1663
出版年度：2019
卷号：18
期号：1
页码：1-18
DOI：10.2136/vzj2018.07.0143
出版社：Soil Science Society of America, Inc.
摘要：Core Ideas Clay content, soil organic matter, slope, NDVI, and topographic wetness index delineate management zones. Hard and fuzzy clustering analysis resulted in divisions of two and three areas. Wavelet analysis revealed variability in temporal soil water dynamics between zones. Due to spatial variability of soil genesis, topography, and resulting soil properties in farmers' fields, soil and crop processes vary in space and time. Therefore, optimum rates and timing of resource applications, such as nutrients and irrigation water, may vary as well. It remains a challenge to quantify the spatial variability of a field and to identify effective ways to manage fields in a site‐specific manner. The objective of this study was to delineate management zones within a farmer's field based on relatively easily obtainable information that is statistically integrated. Moreover, soil water temporal dynamics should be evaluated regarding their spatial differences in different zones. The set of direct and indirect observations included clay and silt content, apparent electrical conductivity, soil chemical properties (pH; organic matter; and total N, P, K, Ca, Mg, and Zn), satellite‐based normalized difference vegetation index (NDVI), and lidar‐based topographic variables in a western Kentucky field. Several key variables and their capability to describe spatial crop yield variability were identified by using principal component analysis: soil clay content, slope, soil organic matter content, topographic wetness index, and NDVI. Two types of cluster analysis were applied to delineate management zones. The cluster analyses revealed that two to three zones was the optimal number of classes based on different criteria. Delineated zones were evaluated and revealed significant differences in corn ( Zea mays L.) yield and temporally different soil moisture dynamics. The results demonstrate the ability of the proposed procedure to delineate a farmer's field into zones based on spatially varying soil and crop properties that should be considered for irrigation management.
关键词：DEM; digital elevation model; EC; electrical conductivity; ECa; apparent electrical conductivity; ECad; apparent electrical conductivity deeper depth; ECas; apparent electrical conductivity shallow depth; NDVI; normalized difference vegetation index; OM; organic matter; PCA; Principal component analysis; SOM; soil organic matter; TWI; topographic wetness index.