Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies
Descripción del Articulo
Avocado crop (Persea americana Mill.) is of great commercial importance due to its high profitability. However, it is being affected by various diseases and pests that affect yield and reduce fruit quality. The aim of this research was to develop methodologies for the evaluation of avocado plantatio...
Autores: | , , , , , |
---|---|
Formato: | artículo |
Fecha de Publicación: | 2022 |
Institución: | Instituto Nacional de Innovación Agraria |
Repositorio: | INIA-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:null:20.500.12955/2078 |
Enlace del recurso: | https://hdl.handle.net/20.500.12955/2078 https://doi.org/10.29393/CHJAA38-25GTER10025 |
Nivel de acceso: | acceso abierto |
Materia: | Field-Map Remotely Piloted Aircraft System Tomography Phenotyping Avocado (Persea americana Mill.) https://purl.org/pe-repo/ocde/ford#4.04.00 Avocados Persea americana Vegetation index |
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dc.title.en.fl_str_mv |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
title |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
spellingShingle |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies Chumbimune Vivanco, Sheyla Yanett Field-Map Remotely Piloted Aircraft System Tomography Phenotyping Avocado (Persea americana Mill.) https://purl.org/pe-repo/ocde/ford#4.04.00 Avocados Persea americana Phenotyping Vegetation index |
title_short |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
title_full |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
title_fullStr |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
title_full_unstemmed |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
title_sort |
Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies |
author |
Chumbimune Vivanco, Sheyla Yanett |
author_facet |
Chumbimune Vivanco, Sheyla Yanett Cárdenas Rengifo, Gloria Patricia Saravia Navarro, David Valqui Valqui, Lamberto Salazar Coronel, Wilian Arbizu Berrocal, Carlos Irvin |
author_role |
author |
author2 |
Cárdenas Rengifo, Gloria Patricia Saravia Navarro, David Valqui Valqui, Lamberto Salazar Coronel, Wilian Arbizu Berrocal, Carlos Irvin |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Chumbimune Vivanco, Sheyla Yanett Cárdenas Rengifo, Gloria Patricia Saravia Navarro, David Valqui Valqui, Lamberto Salazar Coronel, Wilian Arbizu Berrocal, Carlos Irvin |
dc.subject.en.fl_str_mv |
Field-Map Remotely Piloted Aircraft System Tomography Phenotyping Avocado (Persea americana Mill.) |
topic |
Field-Map Remotely Piloted Aircraft System Tomography Phenotyping Avocado (Persea americana Mill.) https://purl.org/pe-repo/ocde/ford#4.04.00 Avocados Persea americana Phenotyping Vegetation index |
dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.04.00 |
dc.subject.agrovoc.en.fl_str_mv |
Avocados Persea americana Phenotyping Vegetation index |
description |
Avocado crop (Persea americana Mill.) is of great commercial importance due to its high profitability. However, it is being affected by various diseases and pests that affect yield and reduce fruit quality. The aim of this research was to develop methodologies for the evaluation of avocado plantations using different non-destructive technologies for rapid phenotyping and early detection of the incidence of diseases or damage due to stress in the stem. A plot of 0.7 ha. was evaluated, with a total of 44 individuals using Field-Map technology (dasometric and morphological characterization), RGB-multispectral images from Remotely Piloted Aircraft System (RPAS) (rapid phenotyping), while 15 individuals were evaluated using tomography (assessment of the internal state of the stem). The results with tomography indicated that there is a tree with wood rot of 14% with a lower acoustic speed with respect to the other trees evaluated. A high correlation was observed between the dasometric variables (r-Pearson from 0.63 to 0.98) estimated with Field-Map [crown base height, crown projection (m2) and total height] and with RPAS (height, perimeter and area). The vegetation indices do not have a direct correlation with the dasometric variables; five of the indices have a high contribution to variability except for the Normalized Difference Red Edge (NDRE). It can be concluded that the technologies used in this study would help to perform evaluations with a greater number of reliable and precise data with respect to the information obtained in a traditional way, while they can be replicated in commercial plots or research studies of different perennial crops, generating useful information for management decisions and crop evaluation. |
publishDate |
2022 |
dc.date.accessioned.none.fl_str_mv |
2023-02-17T16:27:10Z |
dc.date.available.none.fl_str_mv |
2023-02-17T16:27:10Z |
dc.date.issued.fl_str_mv |
2022-12-27 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.citation.en.fl_str_mv |
Chumbimune, S., Cárdenas, G.; Saravia, D.; Valqui, L.; Salazar, W. & Arbizu, C. (2022). Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies. Chilean Journal of Agricultural & Animal Sciences, 38(3), 259-273. doi: 10.20944/preprints202205.0231.v1 |
dc.identifier.issn.none.fl_str_mv |
0719-3890 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12955/2078 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.29393/CHJAA38-25GTER10025 |
identifier_str_mv |
Chumbimune, S., Cárdenas, G.; Saravia, D.; Valqui, L.; Salazar, W. & Arbizu, C. (2022). Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies. Chilean Journal of Agricultural & Animal Sciences, 38(3), 259-273. doi: 10.20944/preprints202205.0231.v1 0719-3890 |
url |
https://hdl.handle.net/20.500.12955/2078 https://doi.org/10.29393/CHJAA38-25GTER10025 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.none.fl_str_mv |
urn:issn:0719-3890 |
dc.relation.ispartofseries.en.fl_str_mv |
Chilean Journal of Agricultural & Animal Sciences |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.uri.none.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.es_PE.fl_str_mv |
Universidad de Concepción |
dc.publisher.country.none.fl_str_mv |
PE |
dc.source.es_PE.fl_str_mv |
Instituto Nacional de Innovación Agraria |
dc.source.none.fl_str_mv |
reponame:INIA-Institucional instname:Instituto Nacional de Innovación Agraria instacron:INIA |
instname_str |
Instituto Nacional de Innovación Agraria |
instacron_str |
INIA |
institution |
INIA |
reponame_str |
INIA-Institucional |
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INIA-Institucional |
dc.source.uri.es_PE.fl_str_mv |
Repositorio Institucional - INIA |
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Chumbimune Vivanco, Sheyla YanettCárdenas Rengifo, Gloria PatriciaSaravia Navarro, DavidValqui Valqui, LambertoSalazar Coronel, WilianArbizu Berrocal, Carlos Irvin2023-02-17T16:27:10Z2023-02-17T16:27:10Z2022-12-27Chumbimune, S., Cárdenas, G.; Saravia, D.; Valqui, L.; Salazar, W. & Arbizu, C. (2022). Methodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologies. Chilean Journal of Agricultural & Animal Sciences, 38(3), 259-273. doi: 10.20944/preprints202205.0231.v10719-3890https://hdl.handle.net/20.500.12955/2078https://doi.org/10.29393/CHJAA38-25GTER10025Avocado crop (Persea americana Mill.) is of great commercial importance due to its high profitability. However, it is being affected by various diseases and pests that affect yield and reduce fruit quality. The aim of this research was to develop methodologies for the evaluation of avocado plantations using different non-destructive technologies for rapid phenotyping and early detection of the incidence of diseases or damage due to stress in the stem. A plot of 0.7 ha. was evaluated, with a total of 44 individuals using Field-Map technology (dasometric and morphological characterization), RGB-multispectral images from Remotely Piloted Aircraft System (RPAS) (rapid phenotyping), while 15 individuals were evaluated using tomography (assessment of the internal state of the stem). The results with tomography indicated that there is a tree with wood rot of 14% with a lower acoustic speed with respect to the other trees evaluated. A high correlation was observed between the dasometric variables (r-Pearson from 0.63 to 0.98) estimated with Field-Map [crown base height, crown projection (m2) and total height] and with RPAS (height, perimeter and area). The vegetation indices do not have a direct correlation with the dasometric variables; five of the indices have a high contribution to variability except for the Normalized Difference Red Edge (NDRE). It can be concluded that the technologies used in this study would help to perform evaluations with a greater number of reliable and precise data with respect to the information obtained in a traditional way, while they can be replicated in commercial plots or research studies of different perennial crops, generating useful information for management decisions and crop evaluation.application/pdfengUniversidad de ConcepciónPEurn:issn:0719-3890Chilean Journal of Agricultural & Animal Sciencesinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Instituto Nacional de Innovación AgrariaRepositorio Institucional - INIAreponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIAField-MapRemotely Piloted Aircraft SystemTomographyPhenotypingAvocado (Persea americana Mill.)https://purl.org/pe-repo/ocde/ford#4.04.00AvocadosPersea americanaPhenotypingVegetation indexMethodology for avocado (Persea americana Mill.) orchard evaluation using different measurement technologiesinfo:eu-repo/semantics/article383259273ORIGINALChumbimune_et-al_2022_avocado_RPAS.pdfChumbimune_et-al_2022_avocado_RPAS.pdfapplication/pdf3551806https://repositorio.inia.gob.pe/bitstreams/6600f769-e7b9-40aa-8638-17b221cf439f/download9f31db59e0dc1de42d16af7e5ab7a593MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.inia.gob.pe/bitstreams/c1df3c9d-061a-44bc-a662-ff0f787e53ab/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTChumbimune_et-al_2022_avocado_RPAS.pdf.txtChumbimune_et-al_2022_avocado_RPAS.pdf.txtExtracted texttext/plain43953https://repositorio.inia.gob.pe/bitstreams/e35e9806-2d93-4dfb-ab8c-420e1f3215b1/download8f6def64ec008a98b91f01a0a5d9dbfeMD53THUMBNAILChumbimune_et-al_2022_avocado_RPAS.pdf.jpgChumbimune_et-al_2022_avocado_RPAS.pdf.jpgGenerated Thumbnailimage/jpeg1579https://repositorio.inia.gob.pe/bitstreams/ccacc0d6-1935-431f-91e6-f625694bf974/download72200867dbb5b4d2d2ad1a1a1d8c53bcMD5420.500.12955/2078oai:repositorio.inia.gob.pe:20.500.12955/20782024-12-12 11:46:22.947http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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 |
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Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).