Mapping soil compaction using indicator kriging in Santa Fe province, Argentina

Soil compaction is a complex physical process that affects the crop performance by limiting the expansion of the roots and the reduction of water and nutrients uptake from soil. Due to the spatial variability of soil compaction, the needs for remedial practices may vary within the field. However, ma...

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Autores:
Alesso, Carlos Agustín
Carrizo, María Eugenia
Imhoff, Silvia Del Carmen
Tipo de recurso:
Article of journal
Fecha de publicación:
2017
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/61125
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/61125
http://bdigital.unal.edu.co/59933/
Palabra clave:
55 Ciencias de la tierra / Earth sciences and geology
63 Agricultura y tecnologías relacionadas / Agriculture
Cone index
potential site-specific tillage management zones
soil resistance
spatial variability
variography
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_f5e5aeb2a9c96324786efbb209203e4c
oai_identifier_str oai:repositorio.unal.edu.co:unal/61125
network_acronym_str UNACIONAL2
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Alesso, Carlos Agustínca93f62a-f52b-4420-8111-d1a54cfffc17300Carrizo, María Eugenia2beb612e-2864-49b6-bec9-8e9333f29922300Imhoff, Silvia Del Carmen916504f4-1509-44a2-bc12-a399b6d1b9263002019-07-02T19:59:19Z2019-07-02T19:59:19Z2017-01-01ISSN: 2323-0118https://repositorio.unal.edu.co/handle/unal/61125http://bdigital.unal.edu.co/59933/Soil compaction is a complex physical process that affects the crop performance by limiting the expansion of the roots and the reduction of water and nutrients uptake from soil. Due to the spatial variability of soil compaction, the needs for remedial practices may vary within the field. However, mapping soil compaction estimated by cone index (CI) data is a difficult task. The aim of this study were to examine the spatial variability of CI data in a fine-mixed-thermic Typic Argiudoll soil form the center of Santa Fe, province -Argentina under no-till system, and to delineate zones for site-specific tillage based on maps of probabilities of occurrence of soil compaction developed using indicator kriging. Sixty nine georeferenced CI and volumetric water content (SWC) measurements were recorded in a 70 x 110 m experimental area. Sample locations were distributed following a pseudo-regular grid avoiding visible machinery footprint. An indicator variable was created by splitting the sampling locations into two groups based on the CI profiles within 0-30 cm depth. The spatial structure of the CI data aggregated by 10-cm layers and the indicator variable was assessed by a model-based approach. The high variability and poor spatial structure observed in CI data was attributed to the effect of tillage and traffic under the sampling scale. This feature underpinned the application of spatial interpolation techniques for this property. However, maps of the probability of occurrence of soil compaction in the root zone were be obtained by integrating the cone index data of the arable horizon (0-30 cm) using the indicator kriging approach. Such probability maps could be useful for the delineation of potential zones for site-specific tillage.application/pdfspaUniversidad Nacional de Colombia - Sede Palmirahttps://revistas.unal.edu.co/index.php/acta_agronomica/article/view/54775Universidad Nacional de Colombia Revistas electrónicas UN Acta AgronómicaActa AgronómicaAlesso, Carlos Agustín and Carrizo, María Eugenia and Imhoff, Silvia Del Carmen (2017) Mapping soil compaction using indicator kriging in Santa Fe province, Argentina. Acta Agronómica, 66 (1). 81 - 87. ISSN 2323-011855 Ciencias de la tierra / Earth sciences and geology63 Agricultura y tecnologías relacionadas / AgricultureCone indexpotential site-specific tillage management zonessoil resistancespatial variabilityvariographyMapping soil compaction using indicator kriging in Santa Fe province, ArgentinaArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL54775-300750-6-PB.pdfapplication/pdf10615804https://repositorio.unal.edu.co/bitstream/unal/61125/1/54775-300750-6-PB.pdfa91d47d43a8025ea62fb7e71893e38baMD51THUMBNAIL54775-300750-6-PB.pdf.jpg54775-300750-6-PB.pdf.jpgGenerated Thumbnailimage/jpeg7764https://repositorio.unal.edu.co/bitstream/unal/61125/2/54775-300750-6-PB.pdf.jpg4b1d1225385fa838ef8e16a749540618MD52unal/61125oai:repositorio.unal.edu.co:unal/611252023-04-10 23:05:34.583Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
title Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
spellingShingle Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
55 Ciencias de la tierra / Earth sciences and geology
63 Agricultura y tecnologías relacionadas / Agriculture
Cone index
potential site-specific tillage management zones
soil resistance
spatial variability
variography
title_short Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
title_full Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
title_fullStr Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
title_full_unstemmed Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
title_sort Mapping soil compaction using indicator kriging in Santa Fe province, Argentina
dc.creator.fl_str_mv Alesso, Carlos Agustín
Carrizo, María Eugenia
Imhoff, Silvia Del Carmen
dc.contributor.author.spa.fl_str_mv Alesso, Carlos Agustín
Carrizo, María Eugenia
Imhoff, Silvia Del Carmen
dc.subject.ddc.spa.fl_str_mv 55 Ciencias de la tierra / Earth sciences and geology
63 Agricultura y tecnologías relacionadas / Agriculture
topic 55 Ciencias de la tierra / Earth sciences and geology
63 Agricultura y tecnologías relacionadas / Agriculture
Cone index
potential site-specific tillage management zones
soil resistance
spatial variability
variography
dc.subject.proposal.spa.fl_str_mv Cone index
potential site-specific tillage management zones
soil resistance
spatial variability
variography
description Soil compaction is a complex physical process that affects the crop performance by limiting the expansion of the roots and the reduction of water and nutrients uptake from soil. Due to the spatial variability of soil compaction, the needs for remedial practices may vary within the field. However, mapping soil compaction estimated by cone index (CI) data is a difficult task. The aim of this study were to examine the spatial variability of CI data in a fine-mixed-thermic Typic Argiudoll soil form the center of Santa Fe, province -Argentina under no-till system, and to delineate zones for site-specific tillage based on maps of probabilities of occurrence of soil compaction developed using indicator kriging. Sixty nine georeferenced CI and volumetric water content (SWC) measurements were recorded in a 70 x 110 m experimental area. Sample locations were distributed following a pseudo-regular grid avoiding visible machinery footprint. An indicator variable was created by splitting the sampling locations into two groups based on the CI profiles within 0-30 cm depth. The spatial structure of the CI data aggregated by 10-cm layers and the indicator variable was assessed by a model-based approach. The high variability and poor spatial structure observed in CI data was attributed to the effect of tillage and traffic under the sampling scale. This feature underpinned the application of spatial interpolation techniques for this property. However, maps of the probability of occurrence of soil compaction in the root zone were be obtained by integrating the cone index data of the arable horizon (0-30 cm) using the indicator kriging approach. Such probability maps could be useful for the delineation of potential zones for site-specific tillage.
publishDate 2017
dc.date.issued.spa.fl_str_mv 2017-01-01
dc.date.accessioned.spa.fl_str_mv 2019-07-02T19:59:19Z
dc.date.available.spa.fl_str_mv 2019-07-02T19:59:19Z
dc.type.spa.fl_str_mv Artículo de revista
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format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.issn.spa.fl_str_mv ISSN: 2323-0118
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/61125
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/59933/
identifier_str_mv ISSN: 2323-0118
url https://repositorio.unal.edu.co/handle/unal/61125
http://bdigital.unal.edu.co/59933/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv https://revistas.unal.edu.co/index.php/acta_agronomica/article/view/54775
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Acta Agronómica
Acta Agronómica
dc.relation.references.spa.fl_str_mv Alesso, Carlos Agustín and Carrizo, María Eugenia and Imhoff, Silvia Del Carmen (2017) Mapping soil compaction using indicator kriging in Santa Fe province, Argentina. Acta Agronómica, 66 (1). 81 - 87. ISSN 2323-0118
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia - Sede Palmira
institution Universidad Nacional de Colombia
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