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Registro completo
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Biblioteca (s) : |
INIA Las Brujas. |
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Fecha : |
07/05/2021 |
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Actualizado : |
06/09/2022 |
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Tipo de producción científica : |
Artículos en Revistas Indexadas Nacionales |
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Autor : |
GONZÁLEZ, M.; RESQUÍN, F.; BALMELLI, G. |
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Afiliación : |
MILENA GONZÁLEZ CHAVEZ, INIA (Instituto Nacional de Investigación Agropecuaria), Uruguay; JOSE FERNANDO RESQUIN PEREZ, INIA (Instituto Nacional de Investigación Agropecuaria), Uruguay; GUSTAVO DANIEL BALMELLI HERNANDEZ, INIA (Instituto Nacional de Investigación Agropecuaria), Uruguay. |
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Título : |
Performance of Eucalyptus tereticornis provenances in subtropical climate. [Comportamiento productivo de orígenes de Eucalyptus tereticornis en clima subtropical.]. [Comportamento produtivo de origens de Eucalyptus tereticornisem clima subtropical.] |
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Complemento del título : |
Forest science and Landscape managemet. |
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Fecha de publicación : |
2021 |
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Fuente / Imprenta : |
Agrociencia Uruguay, Apr 2021, vol. 25, no. 1, e322. DOI: https://doi.org/10.31285/AGRO.25.322 |
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ISSN : |
e-ISSN: 2730-5056 |
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DOI : |
10.31285/AGRO.25.322 |
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Idioma : |
Inglés |
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Notas : |
Article history: Received 13 Feb 2020; Accepted 18 Nov 2020; Published 12 Apr 2021.
Editor: Jaime González Talice (Universidad de la República, Montevideo, Uruguay ).
Correspondence: Gustavo Balmelli - Email: gbalmelli@inia.org.uy |
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Contenido : |
ABSTRACT. - Eucalyptus tereticornis has a wide natural geographic distribution from Papua New Guinea to South Australia (6º-38º S), therefore, it is expected the existence of important differences among provenances. Although differ-ences in performance among provenances have been reported in several countries, the existing information is insufficient to allow the choice of the most appropriate provenance as a source of seeds for commercial planta-tions for humid subtropical climates. In order to evaluate the performance of 20 provenances of E. tereticornisin Uruguay and to generate information that contributes to the identification of the best provenances for humid subtropical climates, survival, individual tree volume, stem straightness and forking were assessed at 9-years-old in 4 sites in the center, north and northeast of Uruguay. Significant differences among provenances for all traits and significant provenance by site interaction for survival, individual tree volume and forking were found. No provenance was best in all sites. The Buckenbowra provenance had simultaneously high volume and sur-vival. The absence of a clear regionalization, coupled with a significant provenance-by site interaction, suggests that local evaluation of different provenances is essential to identify appropriate seed sources, both for tree breeding and for use in commercial plantations.
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RESUMEN. - Eucalyptus tereticornis es una especie que tiene una amplia distribución geográfica natural, desde Papúa Nueva Guinea hasta Australia del Sur (6º-38º S), por lo tanto, es esperable la existencia de importantes diferencias entre procedencias. Aunque se han reportado diferencias en el rendimiento entre procedencias en varios paí-ses, la información existente es insuficiente para permitir la elección de la procedencia más apropiada como fuente de semillas para plantaciones comerciales en climas subtropicales húmedos. Para evaluar el desempeño de 20 procedencias de E. tereticornis en Uruguay y generar información que contribuya a la identificación de las mejores procedencias en climas subtropicales húmedos se evaluó supervivencia, volumen individual, recti-tud del fuste y presencia de bifurcaciones a los 9 años de edad, en 4 sitios en el centro, norte y noreste de Uruguay. Como resultado, se encontraron diferencias significativas entre procedencias para todas las caracte-rísticas y significativa interacción sitio por procedencia para supervivencia, volumen individual y presencia de bifurcaciones. Ninguna procedencia fue mejor en todos los sitios. La procedencia de Buckenbowra tuvo simul-táneamente un alto volumen y supervivencia. La ausencia de una clara regionalización, junto con una interac-ción significativa de procedencia por sitio, sugiere que la evaluación local de las diferentes procedencias es esencial para identificar las fuentes de semillas apropiadas para el cultivo de esta especie y su uso en planta-ciones comerciales.
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RESUMO. - Eucalyptus tereticornis é uma espécie que apresenta ampla distribuição natural, desde Papua Nova Guiné até o Sul da Austrália (6º-38º S), portanto, espera-se a existência de diferenças importantes entre procedências. Embora diferenças de rendimento entre procedências tenham sido relatadas em vários países, as informações existentes são insuficientes para permitir a escolha da procedência mais apropriada como fonte de sementes para plantações comerciais em climas subtropicais úmidos. Para avaliar o desempenho de 20 procedências deE. tereticornis no Uruguay e gerar informações que contribuam para a identificação das melhores procedências em climas subtropicais úmidos, avaliou-se a sobrevivência, o volume individual, a retidão do fuste e a presença de bifurcações aos 9 anos de idade, em quatro locais em centro, norte e nordeste do Uruguay. Como resultado, foram encontradas diferenças significativas entre procedências para todas as características e interação sitio-procedência significativa para sobrevivência, volume individual e presença de bifurcações. Nenhuma procedên-cia foi melhor em todos os locais. A procedencia de Buckenbowra foi simultaneamente de alto volume e sobre-vivencia. A ausência de uma regionalização clara, juntamente com uma interação significativa procedência por sitio, sugere que a avaliação local das diferentes procedências é essencial para identificar fontes de sementes apropriadas para o cultivo desta espécie e para uso em plantações comerciais. MenosABSTRACT. - Eucalyptus tereticornis has a wide natural geographic distribution from Papua New Guinea to South Australia (6º-38º S), therefore, it is expected the existence of important differences among provenances. Although differ-ences in performance among provenances have been reported in several countries, the existing information is insufficient to allow the choice of the most appropriate provenance as a source of seeds for commercial planta-tions for humid subtropical climates. In order to evaluate the performance of 20 provenances of E. tereticornisin Uruguay and to generate information that contributes to the identification of the best provenances for humid subtropical climates, survival, individual tree volume, stem straightness and forking were assessed at 9-years-old in 4 sites in the center, north and northeast of Uruguay. Significant differences among provenances for all traits and significant provenance by site interaction for survival, individual tree volume and forking were found. No provenance was best in all sites. The Buckenbowra provenance had simultaneously high volume and sur-vival. The absence of a clear regionalization, coupled with a significant provenance-by site interaction, suggests that local evaluation of different provenances is essential to identify appropriate seed sources, both for tree breeding and for use in commercial plantations.
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RESUMEN. - Eucalyptus tereticornis es una especie que t... Presentar Todo |
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Palabras claves : |
Forking; Genotype by environment interaction; Interação genótipo-ambiente; Presença de bifurcações; Retidão do fuste; Sobrevivência; Stem straightness; Survival; Volume. |
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Thesagro : |
INTERACCION GENOTIPO POR AMBIENTE; PRESENCIA DE BIFURCACIONES; RECTITUD DE FUSTE; SUPERVIVENCIA; VOLUMEN. |
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Asunto categoría : |
K01 Ciencias forestales - Aspectos generales |
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URL : |
http://www.ainfo.inia.uy/digital/bitstream/item/16742/1/Agrociencia-UY-2021-25-N1-322.pdf
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Marc : |
LEADER 06113naa a2200349 a 4500
001 1062033
005 2022-09-06
008 2021 bl uuuu u00u1 u #d
022 $ae-ISSN: 2730-5056
024 7 $a10.31285/AGRO.25.322$2DOI
100 1 $aGONZÁLEZ, M.
245 $aPerformance of Eucalyptus tereticornis provenances in subtropical climate. [Comportamiento productivo de orígenes de Eucalyptus tereticornis en clima subtropical.]. [Comportamento produtivo de origens de Eucalyptus tereticornisem clima subtropical.]$h[electronic resource]
260 $c2021
500 $aArticle history: Received 13 Feb 2020; Accepted 18 Nov 2020; Published 12 Apr 2021. Editor: Jaime González Talice (Universidad de la República, Montevideo, Uruguay ). Correspondence: Gustavo Balmelli - Email: gbalmelli@inia.org.uy
520 $aABSTRACT. - Eucalyptus tereticornis has a wide natural geographic distribution from Papua New Guinea to South Australia (6º-38º S), therefore, it is expected the existence of important differences among provenances. Although differ-ences in performance among provenances have been reported in several countries, the existing information is insufficient to allow the choice of the most appropriate provenance as a source of seeds for commercial planta-tions for humid subtropical climates. In order to evaluate the performance of 20 provenances of E. tereticornisin Uruguay and to generate information that contributes to the identification of the best provenances for humid subtropical climates, survival, individual tree volume, stem straightness and forking were assessed at 9-years-old in 4 sites in the center, north and northeast of Uruguay. Significant differences among provenances for all traits and significant provenance by site interaction for survival, individual tree volume and forking were found. No provenance was best in all sites. The Buckenbowra provenance had simultaneously high volume and sur-vival. The absence of a clear regionalization, coupled with a significant provenance-by site interaction, suggests that local evaluation of different provenances is essential to identify appropriate seed sources, both for tree breeding and for use in commercial plantations. .-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-. RESUMEN. - Eucalyptus tereticornis es una especie que tiene una amplia distribución geográfica natural, desde Papúa Nueva Guinea hasta Australia del Sur (6º-38º S), por lo tanto, es esperable la existencia de importantes diferencias entre procedencias. Aunque se han reportado diferencias en el rendimiento entre procedencias en varios paí-ses, la información existente es insuficiente para permitir la elección de la procedencia más apropiada como fuente de semillas para plantaciones comerciales en climas subtropicales húmedos. Para evaluar el desempeño de 20 procedencias de E. tereticornis en Uruguay y generar información que contribuya a la identificación de las mejores procedencias en climas subtropicales húmedos se evaluó supervivencia, volumen individual, recti-tud del fuste y presencia de bifurcaciones a los 9 años de edad, en 4 sitios en el centro, norte y noreste de Uruguay. Como resultado, se encontraron diferencias significativas entre procedencias para todas las caracte-rísticas y significativa interacción sitio por procedencia para supervivencia, volumen individual y presencia de bifurcaciones. Ninguna procedencia fue mejor en todos los sitios. La procedencia de Buckenbowra tuvo simul-táneamente un alto volumen y supervivencia. La ausencia de una clara regionalización, junto con una interac-ción significativa de procedencia por sitio, sugiere que la evaluación local de las diferentes procedencias es esencial para identificar las fuentes de semillas apropiadas para el cultivo de esta especie y su uso en planta-ciones comerciales. .-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-. RESUMO. - Eucalyptus tereticornis é uma espécie que apresenta ampla distribuição natural, desde Papua Nova Guiné até o Sul da Austrália (6º-38º S), portanto, espera-se a existência de diferenças importantes entre procedências. Embora diferenças de rendimento entre procedências tenham sido relatadas em vários países, as informações existentes são insuficientes para permitir a escolha da procedência mais apropriada como fonte de sementes para plantações comerciais em climas subtropicais úmidos. Para avaliar o desempenho de 20 procedências deE. tereticornis no Uruguay e gerar informações que contribuam para a identificação das melhores procedências em climas subtropicais úmidos, avaliou-se a sobrevivência, o volume individual, a retidão do fuste e a presença de bifurcações aos 9 anos de idade, em quatro locais em centro, norte e nordeste do Uruguay. Como resultado, foram encontradas diferenças significativas entre procedências para todas as características e interação sitio-procedência significativa para sobrevivência, volume individual e presença de bifurcações. Nenhuma procedên-cia foi melhor em todos os locais. A procedencia de Buckenbowra foi simultaneamente de alto volume e sobre-vivencia. A ausência de uma regionalização clara, juntamente com uma interação significativa procedência por sitio, sugere que a avaliação local das diferentes procedências é essencial para identificar fontes de sementes apropriadas para o cultivo desta espécie e para uso em plantações comerciais.
650 $aINTERACCION GENOTIPO POR AMBIENTE
650 $aPRESENCIA DE BIFURCACIONES
650 $aRECTITUD DE FUSTE
650 $aSUPERVIVENCIA
650 $aVOLUMEN
653 $aForking
653 $aGenotype by environment interaction
653 $aInteração genótipo-ambiente
653 $aPresença de bifurcações
653 $aRetidão do fuste
653 $aSobrevivência
653 $aStem straightness
653 $aSurvival
653 $aVolume
700 1 $aRESQUÍN, F.
700 1 $aBALMELLI, G.
773 $tAgrociencia Uruguay, Apr 2021, vol. 25, no. 1, e322. DOI: https://doi.org/10.31285/AGRO.25.322
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Registro original : |
INIA Las Brujas (LB) |
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Registro completo
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Biblioteca (s) : |
INIA La Estanzuela. |
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Fecha actual : |
05/11/2020 |
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Actualizado : |
05/09/2022 |
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Tipo de producción científica : |
Artículos en Revistas Indexadas Internacionales |
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Circulación / Nivel : |
Internacional - -- |
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Autor : |
TREVISAN, R.; PÉREZ, O.; SCHMITZ, N.; DIERS, B.; MARTIN, N |
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Afiliación : |
RODRIGO TREVISAN, Department of Crop Sciences, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA.; OSVALDO MARTIN PEREZ GONZALEZ, INIA (Instituto Nacional de Investigación Agropecuaria), Uruguay; NATHAN SCHMITZ, GDM Seeds Inc., Gibson City, IL 60936, USA.; BRIAN DIERS, Department of Crop Sciences, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA.; NICOLAS MARTIN, Department of Crop Sciences, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA. |
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Título : |
High-throughput phenotyping of soybean maturity using time Series UAV imagery and convolutional neural networks. |
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Fecha de publicación : |
2020 |
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Fuente / Imprenta : |
Remote Sensing, 2020, 12(21), 3617. OPEN ACCESS. DOI: https://doi.org/10.3390/rs12213617. |
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DOI : |
10.3390/rs12213617 |
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Idioma : |
Inglés |
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Notas : |
Article history: Received: 18 September 2020 / Revised: 28 October 2020 / Accepted: 29 October 2020 / Published: 4 November 2020. |
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Contenido : |
Abstract: Soybean maturity is a trait of critical importance for the development of new soybean cultivars, nevertheless, its characterization based on visual ratings has many challenges.Unmanned aerial vehicles (UAVs) imagery-based high-throughput phenotyping methodologies
have been proposed as an alternative to the traditional visual ratings of pod senescence. However, the lack of scalable and accurate methods to extract the desired information from the images remains a significant bottleneck in breeding programs. The objective of this study was to develop an image-based high-throughput phenotyping system for evaluating soybean maturity in breeding programs. Images were acquired twice a week, starting when the earlier lines began maturation until the latest ones were mature. Two complementary convolutional neural networks (CNN) were
developed to predict the maturity date. The first using a single date and the second using the five best image dates identified by the first model. The proposed CNN architecture was validated using more than 15,000 ground truth observations from five trials, including data from three growing seasons and two countries. The trained model showed good generalization capability with a root mean squared error lower than two days in four out of five trials. Four methods of estimating prediction uncertainty showed potential at identifying different sources of errors in the maturity date predictions. The architecture developed solves limitations of previous research and can be used at scale in commercial breeding programs. MenosAbstract: Soybean maturity is a trait of critical importance for the development of new soybean cultivars, nevertheless, its characterization based on visual ratings has many challenges.Unmanned aerial vehicles (UAVs) imagery-based high-throughput phenotyping methodologies
have been proposed as an alternative to the traditional visual ratings of pod senescence. However, the lack of scalable and accurate methods to extract the desired information from the images remains a significant bottleneck in breeding programs. The objective of this study was to develop an image-based high-throughput phenotyping system for evaluating soybean maturity in breeding programs. Images were acquired twice a week, starting when the earlier lines began maturation until the latest ones were mature. Two complementary convolutional neural networks (CNN) were
developed to predict the maturity date. The first using a single date and the second using the five best image dates identified by the first model. The proposed CNN architecture was validated using more than 15,000 ground truth observations from five trials, including data from three growing seasons and two countries. The trained model showed good generalization capability with a root mean squared error lower than two days in four out of five trials. Four methods of estimating prediction uncertainty showed potential at identifying different sources of errors in the maturity date predictions. The architecture developed solves limitations of previ... Presentar Todo |
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Palabras claves : |
GLYCINE MAX (L.) MERR; MACHINE LEARNING; PHYSIOLOGICAL MATURITY; PLANT BREEDING; SOYBEAN PHENOLOGY. |
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Thesagro : |
MEJORAMIENTO GENETICO DE PLANTAS; SOJA. |
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Asunto categoría : |
F30 Genética vegetal y fitomejoramiento |
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URL : |
http://www.ainfo.inia.uy/digital/bitstream/item/14789/1/remotesensing-12-03617.pdf
https://www.mdpi.com/2072-4292/12/21/3617/htm#
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Marc : |
LEADER 02555naa a2200277 a 4500
001 1061456
005 2022-09-05
008 2020 bl uuuu u00u1 u #d
024 7 $a10.3390/rs12213617$2DOI
100 1 $aTREVISAN, R.
245 $aHigh-throughput phenotyping of soybean maturity using time Series UAV imagery and convolutional neural networks.$h[electronic resource]
260 $c2020
500 $aArticle history: Received: 18 September 2020 / Revised: 28 October 2020 / Accepted: 29 October 2020 / Published: 4 November 2020.
520 $aAbstract: Soybean maturity is a trait of critical importance for the development of new soybean cultivars, nevertheless, its characterization based on visual ratings has many challenges.Unmanned aerial vehicles (UAVs) imagery-based high-throughput phenotyping methodologies have been proposed as an alternative to the traditional visual ratings of pod senescence. However, the lack of scalable and accurate methods to extract the desired information from the images remains a significant bottleneck in breeding programs. The objective of this study was to develop an image-based high-throughput phenotyping system for evaluating soybean maturity in breeding programs. Images were acquired twice a week, starting when the earlier lines began maturation until the latest ones were mature. Two complementary convolutional neural networks (CNN) were developed to predict the maturity date. The first using a single date and the second using the five best image dates identified by the first model. The proposed CNN architecture was validated using more than 15,000 ground truth observations from five trials, including data from three growing seasons and two countries. The trained model showed good generalization capability with a root mean squared error lower than two days in four out of five trials. Four methods of estimating prediction uncertainty showed potential at identifying different sources of errors in the maturity date predictions. The architecture developed solves limitations of previous research and can be used at scale in commercial breeding programs.
650 $aMEJORAMIENTO GENETICO DE PLANTAS
650 $aSOJA
653 $aGLYCINE MAX (L.) MERR
653 $aMACHINE LEARNING
653 $aPHYSIOLOGICAL MATURITY
653 $aPLANT BREEDING
653 $aSOYBEAN PHENOLOGY
700 1 $aPÉREZ, O.
700 1 $aSCHMITZ, N.
700 1 $aDIERS, B.
700 1 $aMARTIN, N
773 $tRemote Sensing, 2020, 12(21), 3617. OPEN ACCESS. DOI: https://doi.org/10.3390/rs12213617.
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