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6. | | ANTUNES, W. C.; MENDES, K. R.; CHAVES, A. R. de M.; OMETTO, J. P.; JARMA-OROZCO, A.; POMPELLI, M. F. Spondias tuberosa trees grown in tropical, wet environments are more susceptible to drought than those grown in arid environments. Revista Colombiana de Ciencias Hortícolas, v. 10, n. 1, p. 9-27, ene./jun. 2016. Biblioteca(s): Embrapa Semiárido. |
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7. | | FIGUEIRA, A. M. e S.; MARTINELLI, L. A.; DAVIDSON, E.; NARDOTO, G.; ISHIDA, F. Y.; VIEIRA, I.; ALMEIDA, A.; OMETTO, J.-P.; CARVALHO, C. J. R. de. Land use changes in Amazon and its implications to nitrogen cycle: a isotopic approach. In: GLOBAL ENVIRONMENTAL CHANGE: REGIONAL CHALLENGES, 2006, Beijing. Abstracts [...] Beijing: ESSP, 2006. p. 42. Earth System Science Partnership (ESSP) Open Science Conference. Biblioteca(s): Embrapa Amazônia Oriental. |
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8. | | MENDONÇA, H. V.; ROCHA, W. S. D. da; MARTINS, C. E.; OTENIO, M. H.; BORGES, C. A. V.; OMETTO, J. P. H. B. Curva de crescimento de dois cultivares de cana de açúcar (Saccharum officinarum), sob aplicação de biofertilizante e ureia. In: CONGRESSO INTERNACIONAL DO LEITE, 13., 2015, Porto Alegre. Anais... Juiz de Fora: Embrapa Gado de Leite, 2015. 4 p. Biblioteca(s): Embrapa Gado de Leite. |
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9. | | MENDONÇA, H. V. de; OMETTO, J. P. H. B.; ROCHA, W. S. D. da; MARTINS, C. E.; OTENIO, M. H.; BORGES, C. A. V. Crescimento de cana-de-açúcar sob aplicação de biofertilizante da bovinocultura e uréia. Revista em Agronegócio e Meio Ambiente, v. 9, n. 4, p. 973-987, 2016. Biblioteca(s): Embrapa Gado de Leite. |
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11. | | MENDONÇA, H. V. de; MARTINS, C. E.; ROCHA, W. S. D. da; BORGES, C. A. V.; OMETTO, J. P. H. B.; OTENIO, M. H. Biofertilizer replace urea as a source of nitrogen for sugarcane production. Water, Air, & Soil Pollution, v. 229, n. 7, article 216, 2018. 7 p. Biblioteca(s): Embrapa Gado de Leite. |
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12. | | SILVA, D. M. L. da; OMETTO, J. P. H. B.; LOBO, G. de A.; LIMA, W. de P.; SCARANELLO, M. A.; MAZZI, E.; ROCHA, H. R. da. Can land use changes alter carbon, nitrogen and major ion transport in subtropical brazilian streams: Scientia Agricola, Piracicaba, v. 64, n. 4, p. 317-324, July/Aug. 2007. Biblioteca(s): Embrapa Florestas. |
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14. | | FIGUEIRA, A. M. e S.; OMETTO, J. P.; NARDOTO, G. B.; VIEIRA, I. C.; CARVALHO, C. J. R. de; DAVIDSON, E. A.; MARTINELLI, L. A. Variações isotópicas de nitrogênio (d15N) em florestas secundárias da Amazônia. In: CONGRESSO DE ESTUDANTES E BOLSISTAS DO EXPERIMENTO LBA, 2., 2005, Manaus. Resumos... [S.l.]: LBA, [2005?]. p. 19. Biblioteca(s): Embrapa Amazônia Oriental. |
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15. | | COLETTA, L. D.; NARDOTO, G. B.; LATANSIO-AIDAR, S. R.; ROCHA, H. R. da; AIDAR, M. P. M.; OMETTO, J. P. H. B. Visão isotópica da vegetação e os ciclos do carbono e nitrogênio num ecossistema de cerrado, sudeste do Brasil. Scientia Agricola, Piracicaba, v. 66, n. 4, p. 467-475, jul./ago. 2009. Biblioteca(s): Embrapa Semiárido. |
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16. | | REZENDE, L. F. C.; ARENQUE, B. C.; AIDAR, S. de T.; MOURA, M. S. B. de; RANDOW, C. V.; TOURIGNY, E.; MENEZES, R. S. C.; OMETTO, J. P. H. B. Is the maximum velocity of carboxylation (Vcmax) well adjusted for deciduous shrubs in DGVMs: a case study for the Caatinga Biome in Brazil. Modeling Earth Systems and Environment, v. 2, p. 42-47, 2016. Biblioteca(s): Embrapa Semiárido. |
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17. | | BUSTAMANTE, M. M. C.; NOBRE, C. A.; SMERALDI, R.; AGUIAR, A. P. D.; BARIONI, L. G.; FERREIRA, L. F.; LONGO, K.; MAY, P.; PINTO, A. S.; OMETTO, J. P. H. B. Estimating greenhouse gas emissions from cattle raising in Brazil. Climatic Change, v. 115, n. 3, p. 559-577, Dec. 2012. Biblioteca(s): Embrapa Agricultura Digital. |
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19. | | REZENDE, L. F. C.; ARENQUE, B. C.; AIDAR, S. de T.; MOURA, M. S. B. de; RANDOW, C. V.; TOURIGNY, E.; MENEZES, R. S. C.; OMETTO, J. P. H. B. Evolution and challenges of dynamic global vegetation models for some aspects of plant physiology and elevated atmospheric CO2. International Journal of Biometeorology, v. 60, p. 945-955, 2016. Biblioteca(s): Embrapa Semiárido. |
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20. | | REZENDE, L. F. C.; ARENQUE-MUSA, B. C.; MOURA, M. S. B. de; AIDAR, S. de T.; RANDOW, C. V.; MENEZES, R. S. C.; OMETTO, J. P. B. H. Calibration of the maximum carboxylation velocity (Vcmax) using data mining techniques and ecophysiological data from the Brazilian Semiarid region, for use in Dynamic Global Vegetation Models. Brazilian Journal of Biology, v. 76, n. 2, p. 341-351, 2016. Biblioteca(s): Embrapa Semiárido. |
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Registros recuperados : 31 | |
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Registro Completo
Biblioteca(s): |
Embrapa Semiárido. |
Data corrente: |
03/10/2016 |
Data da última atualização: |
17/01/2017 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Circulação/Nível: |
B - 1 |
Autoria: |
REZENDE, L. F. C.; ARENQUE-MUSA, B. C.; MOURA, M. S. B. de; AIDAR, S. de T.; RANDOW, C. V.; MENEZES, R. S. C.; OMETTO, J. P. B. H. |
Afiliação: |
L. F. C. REZENDE, INPE; B. C. ARENQUE-MUSA, USP; MAGNA SOELMA BESERRA DE MOURA, CPATSA; SAULO DE TARSO AIDAR, CPATSA; C. VON RANDOW, INPE; R. S. C. MENEZES, UFPE; J. P. B. H. OMETTO, INPE. |
Título: |
Calibration of the maximum carboxylation velocity (Vcmax) using data mining techniques and ecophysiological data from the Brazilian Semiarid region, for use in Dynamic Global Vegetation Models. |
Ano de publicação: |
2016 |
Fonte/Imprenta: |
Brazilian Journal of Biology, v. 76, n. 2, p. 341-351, 2016. |
DOI: |
10.1590/1519-6984.14414 |
Idioma: |
Inglês |
Conteúdo: |
The semiarid region of northeastern Brazil, the Caatinga, is extremely important due to its biodiversity and endemism. Measurements of plant physiology are crucial to the calibration of Dynamic Global Vegetation Models (DGVMs) that are currently used to simulate the responses of vegetation in face of global changes. In a field work realized in an area of preserved Caatinga forest located in Petrolina, Pernambuco, measurements of carbon assimilation (in response to light and CO2) were performed on 11 individuals of Poincianella microphylla, a native species that is abundant in this region. These data were used to calibrate the maximum carboxylation velocity (Vcmax) used in the INLAND model. The calibration techniques used were Multiple Linear Regression (MLR), and data mining techniques as the Classification And Regression Tree (CART) and K-MEANS. The results were compared to the UNCALIBRATED model. It was found that simulated Gross Primary Productivity (GPP) reached 72% of observed GPP when using the calibrated Vcmax values, whereas the UNCALIBRATED approach accounted for 42% of observed GPP. Thus, this work shows the benefits of calibrating DGVMs using field ecophysiological measurements, especially in areas where field data is scarce or non-existent, such as in the Caatinga |
Palavras-Chave: |
DGVMs; Dynamic global vegetation models; Modelos de Vegetação Globais Dinâmicos; Mudanças Climáticas; Natural resource; Produtividade primária bruta. |
Thesagro: |
Biodiversidade; Caatinga; Vegetação. |
Categoria do assunto: |
P Recursos Naturais, Ciências Ambientais e da Terra |
URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/148208/1/Magna-3.pdf
|
Marc: |
LEADER 02378naa a2200313 a 4500 001 2053978 005 2017-01-17 008 2016 bl uuuu u00u1 u #d 024 7 $a10.1590/1519-6984.14414$2DOI 100 1 $aREZENDE, L. F. C. 245 $aCalibration of the maximum carboxylation velocity (Vcmax) using data mining techniques and ecophysiological data from the Brazilian Semiarid region, for use in Dynamic Global Vegetation Models.$h[electronic resource] 260 $c2016 520 $aThe semiarid region of northeastern Brazil, the Caatinga, is extremely important due to its biodiversity and endemism. Measurements of plant physiology are crucial to the calibration of Dynamic Global Vegetation Models (DGVMs) that are currently used to simulate the responses of vegetation in face of global changes. In a field work realized in an area of preserved Caatinga forest located in Petrolina, Pernambuco, measurements of carbon assimilation (in response to light and CO2) were performed on 11 individuals of Poincianella microphylla, a native species that is abundant in this region. These data were used to calibrate the maximum carboxylation velocity (Vcmax) used in the INLAND model. The calibration techniques used were Multiple Linear Regression (MLR), and data mining techniques as the Classification And Regression Tree (CART) and K-MEANS. The results were compared to the UNCALIBRATED model. It was found that simulated Gross Primary Productivity (GPP) reached 72% of observed GPP when using the calibrated Vcmax values, whereas the UNCALIBRATED approach accounted for 42% of observed GPP. Thus, this work shows the benefits of calibrating DGVMs using field ecophysiological measurements, especially in areas where field data is scarce or non-existent, such as in the Caatinga 650 $aBiodiversidade 650 $aCaatinga 650 $aVegetação 653 $aDGVMs 653 $aDynamic global vegetation models 653 $aModelos de Vegetação Globais Dinâmicos 653 $aMudanças Climáticas 653 $aNatural resource 653 $aProdutividade primária bruta 700 1 $aARENQUE-MUSA, B. C. 700 1 $aMOURA, M. S. B. de 700 1 $aAIDAR, S. de T. 700 1 $aRANDOW, C. V. 700 1 $aMENEZES, R. S. C. 700 1 $aOMETTO, J. P. B. H. 773 $tBrazilian Journal of Biology$gv. 76, n. 2, p. 341-351, 2016.
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