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 | Acesso ao texto completo restrito à biblioteca da Embrapa Semiárido. Para informações adicionais entre em contato com cpatsa.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Cerrados; Embrapa Semiárido. |
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Data corrente: |
05/07/2023 |
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Data da última atualização: |
23/01/2024 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
FERREIRA, T. R.; MAGUIRE, M. S.; SILVA, B. B. da; NEALE, C. M. U.; SERRÃO, E. A. O.; FERREIRA, J. D.; MOURA, M. S. B. de; SANTOS, C. A. C. dos; SILVA, M. T.; RODRIGUES, L. N.; CARVALHO, H. F. S. |
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Afiliação: |
THOMAS R. FERREIRA, UFCG; MITCHELL S. MAGUIRE, Daugherty Water for Food Global Institute at the University of Nebraska, Lincoln, USA; BERNARDO B. DA SILVA, UFCG; CHRISTOPHER M. U. NEALE, Daugherty Water for Food Global Institute at the University of Nebraska, Lincoln, USA; EDIVALDO A. O. SERRÃO, UFCG; JÉSSICA D. FERREIRA, Daugherty Water for Food Global Institute at the University of Nebraska, Lincoln, USA; MAGNA SOELMA BESERRA DE MOURA, CPATSA; CARLOS A. C. DOS SANTOS, UFCG; MADSON T. SILVA, UFCG; LINEU NEIVA RODRIGUES, CPAC; HERICA F. S. CARVALHO, UNIVASF. |
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Título: |
Assessment of water demands for irrigation using energy balance and satellite data fusion models in cloud computing: a study in the Brazilian Semiarid region. |
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Ano de publicação: |
2023 |
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Fonte/Imprenta: |
Agricultural Water Management, v. 281, 108260, 2023. |
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DOI: |
https://doi.org/10.1016/j.agwat.2023.108260 |
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Idioma: |
Inglês |
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Conteúdo: |
Assessment of irrigation in arid and semiarid regions is imperative to ensure the sustainable use of limited water resources and guarantee food production. Therefore, this study aimed to assess actual evapotranspiration ? ETa derived from the Surface Energy Balance Algorithm for Land ? SEBAL model with and without satellite image fusion as input of a soil water balance in a pilot area of sugarcane in the semiarid region of Brazil. A fusion of Landsat sensors? and Moderate Resolution Imaging Spectroradiometer ? MODIS? images was completed through a Spatial and Temporal Adaptive Reflectance Fusion Model ? STARFM script developed using cloud computing, and its performance in estimating key variables for the radiation balance was evaluated. ETa and irrigation were daily estimated between June, 2015 and May, 2016 by combining STARFM with SEBAL and evaluated according to the Bowen ratio technique and irrigation data. In addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m n addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m. 2.28 K, 0.07, and 0.01 for Rn, Ts, NDVI, and albedo, respectively. The metrics employed to evaluate ETa estimates indicated that the SEBAL+STARFM has low mean errors PBIAS = -2.75% and RMSE = 0.97 mm d and 16.66 mm month) and high coefficient of determination (0.87 for daily ETa?ET24, and 0.91 for monthly ETa), in comparison with SEBAL using Landsat-only images (PBIAS = -5.25%, RMSE = 0.97 mm d and 17.66 mm month , r2 = 0.92). Adding fused images resulted in a better fit of the estimated cumulative ET24 curve to the measured ET24. The water balance indicated that the cultivated cane suffered water stress, which was better represented by estimates using the ET24 curve with the addition of fused images than Landsat images alone. Although this increase in temporal resolution of the estimated ET24 data indicated a greater water consumption, it informs a quantity that would be sufficient to meet the water demand of the crops. MenosAssessment of irrigation in arid and semiarid regions is imperative to ensure the sustainable use of limited water resources and guarantee food production. Therefore, this study aimed to assess actual evapotranspiration ? ETa derived from the Surface Energy Balance Algorithm for Land ? SEBAL model with and without satellite image fusion as input of a soil water balance in a pilot area of sugarcane in the semiarid region of Brazil. A fusion of Landsat sensors? and Moderate Resolution Imaging Spectroradiometer ? MODIS? images was completed through a Spatial and Temporal Adaptive Reflectance Fusion Model ? STARFM script developed using cloud computing, and its performance in estimating key variables for the radiation balance was evaluated. ETa and irrigation were daily estimated between June, 2015 and May, 2016 by combining STARFM with SEBAL and evaluated according to the Bowen ratio technique and irrigation data. In addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m n addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m. 2.28 K, 0.07, and 0.01 for Rn, Ts, NDVI, and albedo, respectively. The metrics employed to evaluate ETa estimates indicated that the SEBAL+STARFM has low mean errors PBIAS = -2.75% and RMSE = 0.97 mm d and 16.66 mm month) and high coefficient of determination (0.87 for daily ETa?ET24, ... Mostrar Tudo |
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Palavras-Chave: |
Água certa; Google earth engine; Semiárido. |
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Thesagro: |
Balanço de Energia; Evapotranspiração; Irrigação. |
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Thesaurus Nal: |
Energy balance; Evapotranspiration; Remote sensing; Water rights. |
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Categoria do assunto: |
P Recursos Naturais, Ciências Ambientais e da Terra |
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Marc: |
LEADER 03318naa a2200373 a 4500
001 2154805
005 2024-01-23
008 2023 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1016/j.agwat.2023.108260$2DOI
100 1 $aFERREIRA, T. R.
245 $aAssessment of water demands for irrigation using energy balance and satellite data fusion models in cloud computing$ba study in the Brazilian Semiarid region.$h[electronic resource]
260 $c2023
520 $aAssessment of irrigation in arid and semiarid regions is imperative to ensure the sustainable use of limited water resources and guarantee food production. Therefore, this study aimed to assess actual evapotranspiration ? ETa derived from the Surface Energy Balance Algorithm for Land ? SEBAL model with and without satellite image fusion as input of a soil water balance in a pilot area of sugarcane in the semiarid region of Brazil. A fusion of Landsat sensors? and Moderate Resolution Imaging Spectroradiometer ? MODIS? images was completed through a Spatial and Temporal Adaptive Reflectance Fusion Model ? STARFM script developed using cloud computing, and its performance in estimating key variables for the radiation balance was evaluated. ETa and irrigation were daily estimated between June, 2015 and May, 2016 by combining STARFM with SEBAL and evaluated according to the Bowen ratio technique and irrigation data. In addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m n addition, one-minute surface meteorological elements at the satellite overpass times were used. STARFM performed well with RMSE of 17.00 W m. 2.28 K, 0.07, and 0.01 for Rn, Ts, NDVI, and albedo, respectively. The metrics employed to evaluate ETa estimates indicated that the SEBAL+STARFM has low mean errors PBIAS = -2.75% and RMSE = 0.97 mm d and 16.66 mm month) and high coefficient of determination (0.87 for daily ETa?ET24, and 0.91 for monthly ETa), in comparison with SEBAL using Landsat-only images (PBIAS = -5.25%, RMSE = 0.97 mm d and 17.66 mm month , r2 = 0.92). Adding fused images resulted in a better fit of the estimated cumulative ET24 curve to the measured ET24. The water balance indicated that the cultivated cane suffered water stress, which was better represented by estimates using the ET24 curve with the addition of fused images than Landsat images alone. Although this increase in temporal resolution of the estimated ET24 data indicated a greater water consumption, it informs a quantity that would be sufficient to meet the water demand of the crops.
650 $aEnergy balance
650 $aEvapotranspiration
650 $aRemote sensing
650 $aWater rights
650 $aBalanço de Energia
650 $aEvapotranspiração
650 $aIrrigação
653 $aÁgua certa
653 $aGoogle earth engine
653 $aSemiárido
700 1 $aMAGUIRE, M. S.
700 1 $aSILVA, B. B. da
700 1 $aNEALE, C. M. U.
700 1 $aSERRÃO, E. A. O.
700 1 $aFERREIRA, J. D.
700 1 $aMOURA, M. S. B. de
700 1 $aSANTOS, C. A. C. dos
700 1 $aSILVA, M. T.
700 1 $aRODRIGUES, L. N.
700 1 $aCARVALHO, H. F. S.
773 $tAgricultural Water Management$gv. 281, 108260, 2023.
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Registro original: |
Embrapa Semiárido (CPATSA) |
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| Registros recuperados : 28 | |
| 2. |  | ROCHA, D. J. A.; ANTUNES, I. F.; MOURA, A. B. Reação de genótipos de feijão a fusarium oxysporum f. sp. Phaseoli. In: CONGRESSO DE INICIAÇÃO CIENTIFICA, 18.; ENCONTRO DE PÓS GRADUAÇÃO, 11., E MOSTRA CIENTIFICA, 1., 2009, Pelotas. Anais... Pelotas: UFPel, 2009. 1 CD-ROM.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 4. | | KNEIB, R. B.; LENZ, E. A.; RODRIGUES, A.; ROCHA, D.; TERRES, L.; CASTRO, C. M. Avaliação de clones de batata em condição de calor. In: CONGRESSO DE INICIAÇÃO CIENTÍFICA, 22.; ENCONTRO DE PÓS-GRADUAÇÃO, 15., 2013, Pelotas. [Anais.]. Pelotas: UFPel, 2013.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 5. | | NAUE, C. R.; MOURA, A. B.; ROCHA, D. J. A.; SOARES, V. N.; GOMES, C. B. Avaliação de rizobactérias no controle de meloidogyne incognita em tomateiro. Tropical Plant Pathology, Brasília, DF, v. 34, p. S55, ago. 2009. Suplemento. Edição dos Resumos do XLII Congresso Brasileiro de Fitopatologia; XLII Annual Meeting of the Brazilian Pthytopathologiacal Society, Rio de Janeiro, ago. 2009. Resumo 195.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 7. | | LENZ, E. A.; RODRIGUES, A. S.; ROCHA, D.; AZEVEDO, F. Q.; PEREIRA, A. da S. Caracteres agronômicos, e peso específico de clones avançados de batata. In: CONGRESSO DE INICIAÇÃO CIENTÍFICA, 22.; ENCONTRO DE PÓS-GRADUAÇÃO, 15., 2013, Pelotas. [Anais.]. Pelotas: UFPel, 2013.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 9. | | CIMA, F. F.; ROCHA, D.; TERRES, L.; AZEVEDO, F. Q.; VIZZOTTO, M.; PEREIRA, A. da S. Potencial produtivo e peso específico de clones de batata coloridos. In: ENCONTRO DE INICIAÇÃO CIENTÍFICA E PÓS-GRADUAÇÃO DA EMBRAPA CLIMA TEMPERADO, 5., 2014, Pelotas. Qual o papel da ciência na agricultura familiar?: anais. Pelotas: Embrapa Clima Temperado, 2015. 120 p.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 11. | | ROCHA, D. J. A.; NAUE, C. R.; MOURA, A. B.; GOMES, C. B.; KROLOW, V. B. Potencial de rizobactérias no controle de doencças da parte aérea do tomateiro em condições de campo. Tropical Plant Pathology, Brasília, DF, v. 34, p. S53, ago. 2009. Suplemento. Edição dos Resumos do XLII Congresso Brasileiro de Fitopatologia; XLII Annual Meeting of the Brazilian Pthytopathologiacal Society, Rio de Janeiro, ago. 2009. Resumo 187.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 12. | | CORRÊA, B. O.; GOMES, C. B.; MOURA, A. B.; BARBOSA, L.; ROCHA. D.; SOMAVILLA, L. Potencial de isolados bacterianos de rochas sedimentares de origem marinha no biocontrole de meloidogyne graminicola em arroz irrigado. Tropical plant pathology, Brasilia, DF, v. 33, p. s263, 2008.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 13. | | ROCHA, D. J. A.; BENEDETTI, P. R.; NUNES, R. B.; GOMES, C. B.; MOURA, A. B. Potencial da microbiolização de semente com rizobactérias promotoras de crescimento para controle a campo da septoriose no tomate. In: CONGRESSO BRASILEIRO DE FITOPATOLOGIA, 44., 2011, Bento Gonçalves. [Anais...]. Tropical Plant Pathology, Brasília, v. 36, sup. p. 0787, 2011.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 14. | | CORRÊA, B. O.; MOURA, A. B.; GOMES, C. B.; ROCHA, D. A. J. Potencial da microbiolização de sementes de feijão no biocontrole de Meloidogyne incognita. In: CONGRESSO BRASILEIRO DE FITOPATOLOGIA, 44., 2011, Bento Gonçalves. [Anais...]. Tropical Plant Pathology, Brasília, v. 36, sup. p. 0100, 2011.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| 15. | | NAUE, C. R.; MOURA, A. B.; ROCHA, D. J. A.; GOMES, C. B. Controle biológico da Mancha bacteriana do tomateiro por rizobactérias. In: CONGRESSO BRASILEIRO DE FITOPATOLOGIA, 41., 2008, Belo Horizonte. Fitopatologia: novos horizontes.Tropical Plant Pathology, Brasília, DF, v. 33, S140, ago. 2008. Suplemento dos Resumos do 41 Congresso Brasileiro de Fitopatologia, Belo Horizonte, 2008.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Clima Temperado. |
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| Registros recuperados : 28 | |
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| Nenhum registro encontrado para a expressão de busca informada. |
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