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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital. |
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Data corrente: |
13/11/2018 |
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Data da última atualização: |
21/01/2020 |
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Tipo da produção científica: |
Artigo em Anais de Congresso |
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Autoria: |
SPERANZA, E. A.; CIFERRI, R. R. |
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Afiliação: |
EDUARDO ANTONIO SPERANZA, CNPTIA; RICARDO RODRIGUES CIFERRI, UFSCar. |
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Título: |
Using ensembles with spatial clustering approaches applied in the delineation of management classes in precision agriculture. |
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Ano de publicação: |
2017 |
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Fonte/Imprenta: |
Brazilian Journal of Cartography, Rio de Janeiro, v. 69, n. 5, p. 923-935, maio 2017. |
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Idioma: |
Inglês |
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Notas: |
Título equivalente em português: Utilizando ensembles com abordagens de agrupamento espacial para o delineamento de classes de manejo em agricultura de precisão. Edição especial de papers selecionados que foram apresentados no GEOINFO 2016. |
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Conteúdo: |
This paper describes experiments performed using diff erent approaches for spatial data clustering, aiming to assist the delineation of management classes in Precision Agriculture (PA). These approaches were established from the partitional clustering algorithm Fuzzy c-Means (FCM), traditionally used in PA, and from the hierarchical clustering algorithm HACC-Spatial, especially designed for PA. We also performed experiments using diff erent clustering ensembles approaches, evaluating their behavior to achieve consensus solutions from individual clusterings obtained from attribute splitting or using exclusively FCM or HACC-Spatial. The achieved results exhibited some diff erences between FCM and HACC-Spatial, mainly for the visualization of management classes in the form of maps. The HACCSpatial algorithm achieved, in general, better results when compared to FCM and ensembles approaches. Regarding the consensus clusterings provided by ensembles, we can point out the attempt to achieve agreement results which most closely matches the original clusterings, decreasing or increasing the stratifi cation of the management classes maps. |
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Palavras-Chave: |
Agrupamento de dados espaciais; Classes de manejo; Cllusterização; Ensembles. |
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Thesagro: |
Agricultura de Precisão. |
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Thesaurus Nal: |
Cluster analysis; Precision agriculture; Spatial data. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/185863/1/Using-ensembles-Speranza-Geoinfo-2017.pdf
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Marc: |
LEADER 02179naa a2200241 a 4500
001 2099223
005 2020-01-21
008 2017 bl uuuu u00u1 u #d
100 1 $aSPERANZA, E. A.
245 $aUsing ensembles with spatial clustering approaches applied in the delineation of management classes in precision agriculture.$h[electronic resource]
260 $c2017
500 $aTítulo equivalente em português: Utilizando ensembles com abordagens de agrupamento espacial para o delineamento de classes de manejo em agricultura de precisão. Edição especial de papers selecionados que foram apresentados no GEOINFO 2016.
520 $aThis paper describes experiments performed using diff erent approaches for spatial data clustering, aiming to assist the delineation of management classes in Precision Agriculture (PA). These approaches were established from the partitional clustering algorithm Fuzzy c-Means (FCM), traditionally used in PA, and from the hierarchical clustering algorithm HACC-Spatial, especially designed for PA. We also performed experiments using diff erent clustering ensembles approaches, evaluating their behavior to achieve consensus solutions from individual clusterings obtained from attribute splitting or using exclusively FCM or HACC-Spatial. The achieved results exhibited some diff erences between FCM and HACC-Spatial, mainly for the visualization of management classes in the form of maps. The HACCSpatial algorithm achieved, in general, better results when compared to FCM and ensembles approaches. Regarding the consensus clusterings provided by ensembles, we can point out the attempt to achieve agreement results which most closely matches the original clusterings, decreasing or increasing the stratifi cation of the management classes maps.
650 $aCluster analysis
650 $aPrecision agriculture
650 $aSpatial data
650 $aAgricultura de Precisão
653 $aAgrupamento de dados espaciais
653 $aClasses de manejo
653 $aCllusterização
653 $aEnsembles
700 1 $aCIFERRI, R. R.
773 $tBrazilian Journal of Cartography, Rio de Janeiro$gv. 69, n. 5, p. 923-935, maio 2017.
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Registro original: |
Embrapa Agricultura Digital (CNPTIA) |
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Registro Completo
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Biblioteca(s): |
Embrapa Caprinos e Ovinos. |
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Data corrente: |
12/06/2017 |
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Data da última atualização: |
17/05/2022 |
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Tipo da produção científica: |
Resumo em Anais de Congresso |
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Autoria: |
FONSECA, J. F. da; ZAMBRINI, F. N.; PRATES, J. F.; MARTINS, L. T.; CASTRO, A. C. R.; ESTEVES, L. V.; SOUZA-FABJAN, J. M. G.; BRANDÃO, F. Z.; GUIMARÃES, J. D. |
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Afiliação: |
JEFERSON FERREIRA DA FONSECA, CNPC; Viçosa Federal University (UFV) - Viçosa, MG, Brazil; CICERO PRATES DINIZ, CNPH; Fluminense Federal University (UFF) - Niterói, RJ, Brazil; UFV - Viçosa, MG, Brazil; UFV - Viçosa, MG, Brazil. |
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Título: |
Estradiol route and non-surgical embryo recovery in synchronized Santa Inês ewes |
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Ano de publicação: |
2015 |
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Fonte/Imprenta: |
Animal Reproduction, v. 12, n. 3, p. 374, Jul./Sept. 2015. |
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Idioma: |
Inglês |
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Notas: |
Proceedings of the 29th Annual Meeting of the Brazilian Embryo Technology Society (SBTE), Gramado, RS, Brazil, August, 2015 and 31st Meeting of the European Embryo Transfer Association (AETE), Ghent, Belgium, September 11th and 12th, 2015. |
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Conteúdo: |
Abstract: Animal surgery procedures are being progressively restricted worldwide in the context of embryo transfer. In small ruminants, the needs for development of alternative and efficient non-surgical techniques for embryo transfer have been emphasized. Non-surgical embryo recovery is well consolidated in Brazil in cattle and goats, while in sheep it remains a challenge. The aim of this study was to check the efficiency of different ways of estradiol benzoate administration on cervix dilation and embryo recovery in synchronized Santa Inês ewes. Considering that Santa Inês sheep have up to 1.3 lambs we can conclude that it is possible to perform efficient non-surgical embryo recovery in non-superovulated synchronized Santa Inês ewes, regardless the way of estradiol administration. |
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Palavras-Chave: |
Embryo recovery; Ewe; Raça Santa Inês. |
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Thesagro: |
Estradiol; Hormônio; Ovelha; Ovino; Reprodução animal; Transferência de embrião. |
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Thesaurus NAL: |
Benzoates; Brazil; Embryo transfer; Reproduction; Sheep. |
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Categoria do assunto: |
L Ciência Animal e Produtos de Origem Animal |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/160734/1/cnpc-2015-Estradiol.pdf
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Marc: |
LEADER 02083nam a2200385 a 4500
001 2070784
005 2022-05-17
008 2015 bl uuuu u00u1 u #d
100 1 $aFONSECA, J. F. da
245 $aEstradiol route and non-surgical embryo recovery in synchronized Santa Inês ewes$h[electronic resource]
260 $aAnimal Reproduction, v. 12, n. 3, p. 374, Jul./Sept. 2015.$c2015
500 $aProceedings of the 29th Annual Meeting of the Brazilian Embryo Technology Society (SBTE), Gramado, RS, Brazil, August, 2015 and 31st Meeting of the European Embryo Transfer Association (AETE), Ghent, Belgium, September 11th and 12th, 2015.
520 $aAbstract: Animal surgery procedures are being progressively restricted worldwide in the context of embryo transfer. In small ruminants, the needs for development of alternative and efficient non-surgical techniques for embryo transfer have been emphasized. Non-surgical embryo recovery is well consolidated in Brazil in cattle and goats, while in sheep it remains a challenge. The aim of this study was to check the efficiency of different ways of estradiol benzoate administration on cervix dilation and embryo recovery in synchronized Santa Inês ewes. Considering that Santa Inês sheep have up to 1.3 lambs we can conclude that it is possible to perform efficient non-surgical embryo recovery in non-superovulated synchronized Santa Inês ewes, regardless the way of estradiol administration.
650 $aBenzoates
650 $aBrazil
650 $aEmbryo transfer
650 $aReproduction
650 $aSheep
650 $aEstradiol
650 $aHormônio
650 $aOvelha
650 $aOvino
650 $aReprodução animal
650 $aTransferência de embrião
653 $aEmbryo recovery
653 $aEwe
653 $aRaça Santa Inês
700 1 $aZAMBRINI, F. N.
700 1 $aPRATES, J. F.
700 1 $aMARTINS, L. T.
700 1 $aCASTRO, A. C. R.
700 1 $aESTEVES, L. V.
700 1 $aSOUZA-FABJAN, J. M. G.
700 1 $aBRANDÃO, F. Z.
700 1 $aGUIMARÃES, J. D.
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Registro original: |
Embrapa Caprinos e Ovinos (CNPC) |
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