Functional soil mapping for site-specific soil moisture and crop yield management
To advance site-specific management, detailed functional (application-orientated) soil maps are desirable. This study presents an example of a functional soil map for the management of crop yields and soil moisture in an agricultural landscape located in central Pennsylvania, USA. A high-intensity s...
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| Published in | Geoderma Vol. 200-201; pp. 45 - 54 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.06.2013
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0016-7061 1872-6259 |
| DOI | 10.1016/j.geoderma.2013.02.001 |
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| Abstract | To advance site-specific management, detailed functional (application-orientated) soil maps are desirable. This study presents an example of a functional soil map for the management of crop yields and soil moisture in an agricultural landscape located in central Pennsylvania, USA. A high-intensity soil map was prepared using electromagnetic induction (EMI), terrain attribute, and soil core data. Two soil properties, A horizon texture and depth to clay layer were found to be significantly correlated (p<0.05) with soil moisture and crop yields (corn and soybean). A functional soil map was generated by overlaying these two properties on the high-intensity soil map. Spatial and temporal variations in soil moisture and crop yield within different functional map units were statistically compared with those within different map units on the second-order and the high-intensity soil maps. While soil moisture and crop yield did not show obvious difference among map units of the second-order soil map, clear differences were observed among the functional soil map units developed in this study. This study demonstrates that the accuracy and utility of second-order soil maps for site-specific management can be improved using EMI and functional soil mapping approaches.
► A functional soil map was generated from EMI, soil sampling and terrain analysis. ► Soil moisture was better captured in the functional soil map than general soil maps. ► Crop yield was better captured in the functional soil map than general soil maps. ► This study proposes an improved approach for accurate and functional soil mapping. |
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| AbstractList | To advance site-specific management, detailed functional (application-orientated) soil maps are desirable. This study presents an example of a functional soil map for the management of crop yields and soil moisture in an agricultural landscape located in central Pennsylvania, USA. A high-intensity soil map was prepared using electromagnetic induction (EMI), terrain attribute, and soil core data. Two soil properties, A horizon texture and depth to clay layer were found to be significantly correlated (p < 0.05) with soil moisture and crop yields (corn and soybean). A functional soil map was generated by overlaying these two properties on the high-intensity soil map. Spatial and temporal variations in soil moisture and crop yield within different functional map units were statistically compared with those within different map units on the second-order and the high-intensity soil maps. While soil moisture and crop yield did not show obvious difference among map units of the second-order soil map, clear differences were observed among the functional soil map units developed in this study. This study demonstrates that the accuracy and utility of second-order soil maps for site-specific management can be improved using EMI and functional soil mapping approaches. To advance site-specific management, detailed functional (application-orientated) soil maps are desirable. This study presents an example of a functional soil map for the management of crop yields and soil moisture in an agricultural landscape located in central Pennsylvania, USA. A high-intensity soil map was prepared using electromagnetic induction (EMI), terrain attribute, and soil core data. Two soil properties, A horizon texture and depth to clay layer were found to be significantly correlated (p<0.05) with soil moisture and crop yields (corn and soybean). A functional soil map was generated by overlaying these two properties on the high-intensity soil map. Spatial and temporal variations in soil moisture and crop yield within different functional map units were statistically compared with those within different map units on the second-order and the high-intensity soil maps. While soil moisture and crop yield did not show obvious difference among map units of the second-order soil map, clear differences were observed among the functional soil map units developed in this study. This study demonstrates that the accuracy and utility of second-order soil maps for site-specific management can be improved using EMI and functional soil mapping approaches. ► A functional soil map was generated from EMI, soil sampling and terrain analysis. ► Soil moisture was better captured in the functional soil map than general soil maps. ► Crop yield was better captured in the functional soil map than general soil maps. ► This study proposes an improved approach for accurate and functional soil mapping. |
| Author | Lin, H.S. Zhu, Q. Doolittle, J.A. |
| Author_xml | – sequence: 1 givenname: Q. surname: Zhu fullname: Zhu, Q. email: qzhu@niglas.ac.cn organization: State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, 73 East Beijing Road, Nanjing 210008, China – sequence: 2 givenname: H.S. surname: Lin fullname: Lin, H.S. organization: Department of Crop and Soil Sciences, 116 ASI Building, The Pennsylvania State University, University Park, PA 16802, United States – sequence: 3 givenname: J.A. surname: Doolittle fullname: Doolittle, J.A. organization: USDA–NRCS, National Soil Survey Center, 11 Campus Blvd., Suite 200, Newtown Square, PA 19073, United States |
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| CitedBy_id | crossref_primary_10_1016_j_compag_2015_01_012 crossref_primary_10_1016_j_geoderma_2013_12_014 crossref_primary_10_3390_w10091180 crossref_primary_10_2136_sssaj2014_05_0189 crossref_primary_10_1007_s10457_021_00693_9 crossref_primary_10_33462_jotaf_517189 crossref_primary_10_3390_rs70911125 crossref_primary_10_1016_j_eja_2017_05_007 crossref_primary_10_2134_agronj2015_0381 crossref_primary_10_1016_j_earscirev_2017_05_014 crossref_primary_10_1080_07038992_2019_1690439 crossref_primary_10_3390_su151713144 crossref_primary_10_1016_j_foodchem_2019_01_012 |
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| Snippet | To advance site-specific management, detailed functional (application-orientated) soil maps are desirable. This study presents an example of a functional soil... |
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| SubjectTerms | agricultural land clay crop management crop yield Crops Electromagnetic induction Electromagnetic interference Geophysics Hydropedology Management Pennsylvania Precision agriculture Soil (material) soil map Soil mapping Soil maps Soil moisture soil properties soil surveys soil water soybeans temporal variation Texture |
| Title | Functional soil mapping for site-specific soil moisture and crop yield management |
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