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 | Acesso ao texto completo restrito à biblioteca da Embrapa Agricultura Digital. Para informações adicionais entre em contato com cnptia.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital. |
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Data corrente: |
25/05/2009 |
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Data da última atualização: |
15/01/2020 |
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Tipo da produção científica: |
Artigo em Anais de Congresso / Nota Técnica |
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Autoria: |
ROMANI, L. A. S.; SOUSA, E. P. M. de; RIBEIRO, M. X.; ZULLO JÚNIOR. J.; TRAINA JÚNIOR, C.; TRAINA, A. J. M. |
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Afiliação: |
LUCIANA ALVIM SANTOS ROMANI, CNPTIA; ELAINE P. M. DE SOUSA, ICMC/USP; MARCELA X. RIBEIRO, ICMC/USP; JURANDIR ZULLO JÚNIOR, CEPAGRI/UNICAMP; CAETANO TRAINA JÚNIOR, ICMC/USP; AGMA J. M. TRAINA, ICMC/USP. |
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Título: |
Employing fractal dimension to analyze climate and remote sensing data streams. |
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Ano de publicação: |
2009 |
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Fonte/Imprenta: |
In: SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 9., 2009, Sparks. Proceedings... Society for Industrial and Applied Mathematics, Philadelphia, 2009. |
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Páginas: |
Não paginado. |
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Idioma: |
Inglês |
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Notas: |
SDM 2009. |
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Conteúdo: |
Recently, huge amounts of climate data and remote sensing images have been stored by several institutions around the world. Improvements in the data gathering, aiming at making it available to the domain specialist the information needed for decision making. Also, data usually change their behavior over time in climate and remote sensing areas, evolving according to agrometeorological aspects. In this work, we propose a framework to monitor evolving climate and remote sensing data by emplooying a fast and low-cost process based on the fractal dimension extracted from the collected data. Significant changes in data trends are captured by the fractal-based monitoring process. The changes are evaluated by employing a statistical test to compare the data in consecutive time periods, revealing which data attributes are responsible for the trend changes and how they influence them. Therefore, the proposed framework monitors and reveals important variations on the climate that should be considered to make the agribusiness of the remote sense regions more productive. In particular, we show that the information and knowledge discovered from this framework can be employed to monitor sugar cane crops, helping agricultural entrepreneurs to make decisions in order to become more productive. |
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Palavras-Chave: |
Dados multimídia; Data streams; Dimensão fractal; Inteligência artificial; Multimedia data; Teoria dos fractais. |
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Thesagro: |
Agricultura; Clima; Sensoriamento remoto. |
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Thesaurus Nal: |
Climate; Fractal dimensions; Remote sensing. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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Marc: |
LEADER 02363nam a2200337 a 4500
001 1048990
005 2020-01-15
008 2009 bl uuuu u00u1 u #d
100 1 $aROMANI, L. A. S.
245 $aEmploying fractal dimension to analyze climate and remote sensing data streams.$h[electronic resource]
260 $aIn: SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 9., 2009, Sparks. Proceedings... Society for Industrial and Applied Mathematics, Philadelphia$c2009
300 $aNão paginado.
500 $aSDM 2009.
520 $aRecently, huge amounts of climate data and remote sensing images have been stored by several institutions around the world. Improvements in the data gathering, aiming at making it available to the domain specialist the information needed for decision making. Also, data usually change their behavior over time in climate and remote sensing areas, evolving according to agrometeorological aspects. In this work, we propose a framework to monitor evolving climate and remote sensing data by emplooying a fast and low-cost process based on the fractal dimension extracted from the collected data. Significant changes in data trends are captured by the fractal-based monitoring process. The changes are evaluated by employing a statistical test to compare the data in consecutive time periods, revealing which data attributes are responsible for the trend changes and how they influence them. Therefore, the proposed framework monitors and reveals important variations on the climate that should be considered to make the agribusiness of the remote sense regions more productive. In particular, we show that the information and knowledge discovered from this framework can be employed to monitor sugar cane crops, helping agricultural entrepreneurs to make decisions in order to become more productive.
650 $aClimate
650 $aFractal dimensions
650 $aRemote sensing
650 $aAgricultura
650 $aClima
650 $aSensoriamento remoto
653 $aDados multimídia
653 $aData streams
653 $aDimensão fractal
653 $aInteligência artificial
653 $aMultimedia data
653 $aTeoria dos fractais
700 1 $aSOUSA, E. P. M. de
700 1 $aRIBEIRO, M. X.
700 1 $aZULLO JÚNIOR. J.
700 1 $aTRAINA JÚNIOR, C.
700 1 $aTRAINA, A. J. M.
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Registro original: |
Embrapa Agricultura Digital (CNPTIA) |
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| Registros recuperados : 5 | |
| 1. |  | LAURA, V. A.; RODRIGUES, A. P. D. C.; ARIAS, E. R. A.; CHERMOUTH, K. da S.; ROSSI, T. Qualidade física e fisiológica de sementes de braquiárias comercializadas em Campo Grande, MS. Ciência e Agrotecnologia, v. 33, n. 1, p. 326-332, jan./fev., 2009. Título em inglês: Physical and physiological quality of seeds of Brachiaria grass commercialized in Campo Grande (Brazil).| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 2 |
| Biblioteca(s): Embrapa Gado de Corte. |
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| 2. | | BIANEZI FILHO, D.; RODRIGUES, A. P. D. C.; LAURA, V. A.; ROSSI, T.; CHERMOUTH, K. da S. Qualidade física de sementes de braquiária. In: SEMINÁRIO INTERNO DE INICIAÇÃO CIENTÍFICA DA UNIDERP, 2., 2007, Campo Grande, MS. Anais... Campo Grande, MS: Ed. da UNIDERP, 2007. 3 p. 1 CD-ROM. CNPGC.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Gado de Corte. |
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| 3. | | BIANEZI FILHO, D.; RODRIGUES, A. P. D. C.; LAURA, V. A.; ROSSI, T.; CHERMOUTH, K. da S. Qualidade fisiológica de sementes de braquiária. In: SEMINÁRIO INTERNO DE INICIAÇÃO CIENTÍFICA DA UNIDERP, 2., 2007, Campo Grande, MS. Anais... Campo Grande, MS: Ed. da UNIDERP, 2007. 3 p. 1 CD-ROM. CNPGC.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Gado de Corte. |
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| 4. | | ROSSI, T. C.; CAMARGO, L. S. de A.; FERNANDES, C. A. C.; VARAGO, F. C.; MIYAUCHI, T. M.; ROSSI, J. R.; GIOSO, M. M. Bovine oocyte transportation in environment with or without control gas atmosphere. Animal Reproduction, v. 10, n. 3, p. 547, Jul./Sept. 2013. Suplemento. Edição dos abstracts do 27º Annual Meeting of the Brazilian Embryo Technology Society, 2013, Praia do Forte, BA.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Leite. |
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| 5. | | ROSSI, T. C.; ROSSI, J.; MIYAUCHI, T. M.; FERNANDES, C. A. C.; CAMARGO, L. S. de A.; VIANA, J. H. M.; PALHÃO, M. P. In vitro embryo production after exposure of bovine oocytes to different transportation media and periods: preliminary results. In: ANNUAL CONFERENCE OF THE INTERNATIONAL EMBRYO TRANSFER SOCIETY, 2013, Hannover. Proceedings... Hannover: [s.n.], 2013.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Leite. |
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| Registros recuperados : 5 | |
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