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| Registros recuperados : 18 | |
| 1. |  | Herter, F.G.; Gardin, J.P.; Pereira, I. Níveis de carboidratos em tecidos de pereiras, cv. Nijisseiki, em duas épocas que antecedem o florescimento, em Sao Joaquim, SC ln: Congreso Nacional de Horticultura, 8.; Seminario Regional de Frutilla, 2001, Salto, Uruguay Resúmenes. Montevideo (Uruguay): SUH; INIA, 2001. p. 69 "Sociedad Uruguaya de Horticultura; Instituto Nacional de Investigación Agropecuaria, Uruguay"| Biblioteca(s): INIA Treinta y Tres. |
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| 2. | | OLIVEIRA, A.B.; CABRERA, D.; RODRIGUEZ, P.; HERTER, F.G.; MELLO-FARÍAS, P. Avaliação de pessegueiros sobre diferentes porta-enxertos no INIA Las Brujas. [Presentación Poster-P5M2]. Trabajos presentados en posters. In: Dini, M.; Soria, J. (Eds.). Encuentro latinoamericano Prunus sin Fronteras, 8., 6-8 noviembre 2019, INIA Las Brujas, Canelones, Uruguay. Actas. Canelones (UY): INIA. p.37. (Serie Actividades de Difusión; 793).| Biblioteca(s): INIA Las Brujas. |
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| 3. | | MILECH, C. G.; DINI, M.; SCARIOTTO, S.; SANTOS, J.; HERTER, F. G.; RASEIRA, M. C. B. Chilling requirement of ten peach cultivars estimated by different models. Original Research Article. Journal of Experimental Agriculture International, February 2018, Volume 20, Issue 4, p. 1-9. Article no.JEAI.39204. DOI: https://doi.org/10.9734/JEAI/2018/39204 Article history: Received 23 November 2017; Accepted 31 January 2018; Published 8 February 2018.
Authors' contributions: This work was carried out in collaboration between all authors.Authors CGM, FGHand MCBR designed the study, wrote the...| Biblioteca(s): INIA Las Brujas. |
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| 5. | | HERTER, F.G.; GARDIN, J.P.P.; PEREIRA, I.; TREVISAN, R.; VERÍSSIMO, V. Níveis de carboidratos em tecidos de pereiras, cv. Nijisseiki, em duas épocas que antecedem o florescimento, em Sao Joaquim, SC. ln: Congreso Nacional de Horticultura, 8.; Seminario Regional de Frutilla, 2001, Salto, Uruguay. Resúmenes. Montevideo (Uruguay): SUH; INIA, 2001. p. 69| Biblioteca(s): INIA Las Brujas; INIA Tacuarembó. |
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| 7. | | ABREU, E. S.; DINI, M.; CARRA, B.; MARCHI, P. M.; HERTER, F. G.; MELLO-FARIAS, P. C. Bud break promoters following different chilling hour accumulation of 'Hosui' pear. [Conference paper]. Acta Horticulturae, February 2021, N°1303, p. 299-304. DOI: https://doi.org/10.17660/ActaHortic.2021.1303.42 Article history: Published 5 February 2021. In: Acta Horticulturae (ISHS) 1303: XIII International Pear Symposium, Montevideo, Uruguay. Conveners: Roberto Zoppolo, Danilo Cabrera. Editors: Roberto Zoppolo, Danilo Cabrera, D. Granatstein.| Biblioteca(s): INIA Las Brujas. |
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| 8. | | DE MARCO, R.; MARTINS, C.R.; HERTER, F.G.; ZOPPOLO, R.; LIMA, A.D.V.; DE SOUZA, R.S. Embalagens para o isolamento de flores pistiladas de nogueira-pecã. In: SIMPÓSIO SUL-AMERICANO DA NOZ-PECÃ, 2., 2019, Cachoeira do Sul. Anais. Brasília, DF: Embrapa, 2019. 119 p. Carlos Roberto Martins, Editor técnico (CPACT). p. 24-27.| Biblioteca(s): INIA Las Brujas. |
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| 10. | | DIAS, C.S.; ARIAS-SIBILLOTTE, M.; TISCORNIA, G.; SEVERINO, V.; PASA, M.; HERTER, F.G.; MELLO-FARIAS, P.; CONDE, P. Low spring temperature may negatively influence olive yield. Australian Journal of Crop Science, 2022, volume 16, number 9, pages 1094-1100. OPEN ACCESS. doi: https://doi.org/10.21475/ajcs.22.16.09.p3602| Biblioteca(s): INIA Treinta y Tres. |
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| 12. | | DE MARCO, R.; ZOPPOLO, R.; HERTER, F. G.; MARTINS, C. R.; MELLO-FARIAS, P. C.; UBERTI, A. The irrigation effect on nuts' growth and yield of Carya illinoinensis. Crop Science. Anais da Academia Brasileira de Ciências, 2021, volume 3, no.1, OPEN ACCESS. Doi: https://doi.org/10.1590/0001-3765202120181351 Article history: Manuscript received on January 3, 2019; Accepted for publication on December 3, 2019.
Correspondence author: Rudinei De Marco - E-mail: rudineidemarco@hotmail.com| Biblioteca(s): INIA Las Brujas. |
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| 13. | | CARRA, B.; DINI, M.; ABREU, E. S.; PASA, M. S.; PASA, C. P.; FRANCESCATTO, P.; HERTER, F. G.; MELLO-FARIAS, P. C. Ethephon increases return bloom and yield of 'Rocha' pear trees. [Conference paper]. Acta Horticulturae, February 2021, N°1303, p. 291-298. DOI: https://doi.org/10.17660/ActaHortic.2021.1303.41 Article history: Published 5 February 2021. In: Acta Horticulturae (ISHS) 1303: XIII International Pear Symposium, Montevideo, Uruguay. Conveners: Roberto Zoppolo, Danilo Cabrera. Editors: Roberto Zoppolo, Danilo Cabrera, D. Granatstein.| Biblioteca(s): INIA Las Brujas. |
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| 15. | | CARRA, B.; ABREU, E. S.; DINI, M.; PASA, M. S.; PASA, C. P.; FRANCESCATTO. P.; HERTER, F. G.; MELLO-FARIAS, P. C. Increase of fruit set and yield of 'Rocha' pear trees. [Conference paper]. Acta Horticulturae, February 2021, N°1303, p. 271-278. DOI: https://doi.org/10.17660/ActaHortic.2021.1303.38 Article history: Published 5 February 2021. In: Acta Horticulturae (ISHS) 1303: XIII International Pear Symposium, Montevideo, Uruguay. Conveners: Roberto Zoppolo, Danilo Cabrera. Editors: Roberto Zoppolo, Danilo Cabrera, D. Granatstein.| Biblioteca(s): INIA Las Brujas. |
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| 16. | | CARRA, B.; PASA, M. S.; ABREU, E. S.; DINI, M.; PASA, C. P.; CIOTTA, M. N.; HERTER, F. G.; MELLO-FARIAS, P. Plant growth regulators to increase fruit set and yield of 'Rocha' pear trees in Southern Brazil. Anais da Academia Brasileira de Ciências, 2021, vol. 93, n. 3 e20180680, Pages 1-16. Doi: 10.1590/0001-3765202120180860 16 p. Article history: Manuscript received on July 5, 2018 / Accepted for publication on June 6, 2019. Published online 2021| Biblioteca(s): INIA Treinta y Tres. |
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| 17. | | ABREU, E. S.; CARRA, B.; DINI, M.; SILVA, T. A.; SIMOES, F.; PASA, M. S.; BRIGHENTI, A.F.; CHAVES, A.L.S.; MELLO-FARIAS, P.C.; HERTER, F.G. Native embolism in 'Rocha' pear under different rootstocks and their relationship with plant vigor. [Conference paper]. Acta Horticulturae, February 2021, N°1303, p. 221-226. DOI: https://doi.org/10.17660/ActaHortic.2021.1303.32 Article history: Published 5 February 2021. In: Acta Horticulturae (ISHS) 1303: XIII International Pear Symposium, Montevideo, Uruguay. Conveners: Roberto Zoppolo, Danilo Cabrera. Editors: Roberto Zoppolo, Danilo Cabrera, D. Granatstein.| Biblioteca(s): INIA Las Brujas. |
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| 18. | | CARRA, B.; HERTER, F.G.; MORETTI FERREIRA PINTO, F.A.; FONTANELLA BRIGHENTI, A.; PEREIRA PASA, C.; MELLO-FARIAS, P.C.; DINI, M.; SOZO DE ABREU, E.; DA SILVEIRA PASA, M. Return bloom and yield of 'Rocha' pear trees are improved by Ethephon and Paclobutrazol. Journal of Plant Growth Regulation, 2023, Volume 42, Issue 6, pp. 3650-3661. doi: https://doi.org/10.1007/s00344-022-10827-7 Article history: Received 13 May 2022; Accepted 21 September 2022; Published online 6 October 2022; Published Print June 2023. -- Correspondence author: Carra, B.; Instituto Nacional de Investigación Agropecuaria, INIA Las Brujas, Rincon...| Biblioteca(s): INIA Las Brujas. |
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| Registros recuperados : 18 | |
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 | Acceso al texto completo restringido a Biblioteca INIA Las Brujas. Por información adicional contacte bibliolb@inia.org.uy. |
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Registro completo
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Biblioteca (s) : |
INIA Las Brujas. |
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Fecha actual : |
08/06/2022 |
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Actualizado : |
08/06/2022 |
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Tipo de producción científica : |
Capítulo en Libro Técnico-Científico |
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Autor : |
CAL, A.; PRECIOZZI, J.; MUSÉ, PABLO |
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Afiliación : |
ADRIAN TABARE CAL ALVAREZ, INIA (Instituto Nacional de Investigación Agropecuaria), Uruguay; JAVIER PRECIOZZI, IIE, Facultad de Ingeniería, Universidad de la Republica, Uruguay; Digital Sense, Uruguay; PABLO MUSÉ, IIE, Facultad de Ingeniería, Universidad de la Republica, Uruguay. |
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Título : |
Automatic Classification of Agricultural Summer Crops in Uruguay. [Conference paper] |
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Complemento del título : |
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels (Belgium) 12-16 July 2021. Code 176845. |
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Fecha de publicación : |
2021 |
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Fuente / Imprenta : |
International Geoscience and Remote Sensing Symposium (IGARSS), 2021, pages 6520 - 6523. doi: http://doi.org/10.1109/IGARSS47720.2021.9555035 |
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DOI : |
10.1109/IGARSS47720.2021.9555035 |
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Idioma : |
Inglés |
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Notas : |
Publisher: Institute of Electrical and Electronics Engineers Inc. -- Sponsors: The Institute of Electrical and Electronics Engineers Geoscience and Remote Sensing Society (GRSS). |
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Contenido : |
ABSTRACT - In this work, we present a study for the classification of summer crops on a nationwide perspective. Using both optical and radar satellite images, we implement a time-series classification algorithm using XGBoost. Two datasets with farm-level information were used: one with ground truth obtained directly from farmers' production and the other with declared crops obtained at the government level. The crops analyzed were corn, soybean, sorghum, and pastures. When trained and validated with ground truth, the classifier yields a F1-Score performance of 99% for soybean, and values higher than 80% for corn and sorghum. Predictions performed with this model on the dataset of declared crops lead to F1-Score values of 54, 97, and 50%, for corn, soybean, and sorghum, respectively. These low values for corn and sorghum indicate the presence of mislabeled data in that dataset, which in turns may suggest issues with the declarations provided by the farmers. ©2021 IEEE. |
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Palabras claves : |
Data fusion; K-means; Laser radar; Radar imaging; Satellites; Soil preservation; Sustainable agriculture; XGBoost. |
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Asunto categoría : |
A50 Investigación agraria |
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Marc : |
LEADER 01977nam a2200253 a 4500
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024 7 $a10.1109/IGARSS47720.2021.9555035$2DOI
100 1 $aCAL, A.
245 $aAutomatic Classification of Agricultural Summer Crops in Uruguay. [Conference paper]$h[electronic resource]
260 $aInternational Geoscience and Remote Sensing Symposium (IGARSS), 2021, pages 6520 - 6523. doi: http://doi.org/10.1109/IGARSS47720.2021.9555035$c2021
500 $aPublisher: Institute of Electrical and Electronics Engineers Inc. -- Sponsors: The Institute of Electrical and Electronics Engineers Geoscience and Remote Sensing Society (GRSS).
520 $aABSTRACT - In this work, we present a study for the classification of summer crops on a nationwide perspective. Using both optical and radar satellite images, we implement a time-series classification algorithm using XGBoost. Two datasets with farm-level information were used: one with ground truth obtained directly from farmers' production and the other with declared crops obtained at the government level. The crops analyzed were corn, soybean, sorghum, and pastures. When trained and validated with ground truth, the classifier yields a F1-Score performance of 99% for soybean, and values higher than 80% for corn and sorghum. Predictions performed with this model on the dataset of declared crops lead to F1-Score values of 54, 97, and 50%, for corn, soybean, and sorghum, respectively. These low values for corn and sorghum indicate the presence of mislabeled data in that dataset, which in turns may suggest issues with the declarations provided by the farmers. ©2021 IEEE.
653 $aData fusion
653 $aK-means
653 $aLaser radar
653 $aRadar imaging
653 $aSatellites
653 $aSoil preservation
653 $aSustainable agriculture
653 $aXGBoost
700 1 $aPRECIOZZI, J.
700 1 $aMUSÉ, PABLO
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