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 | Acesso ao texto completo restrito à biblioteca da Embrapa Meio Ambiente. Para informações adicionais entre em contato com cnpma.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Meio Ambiente. |
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Data corrente: |
13/03/2020 |
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Data da última atualização: |
13/03/2020 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
URBINA SALAZAR, D. F.; DEMATTÊ, J. A. M.; VICENTE, L. E.; GUIMARAES, C. C. B.; SAYÃO, V. M.; CERRI, C. E. P.; PADILHA, M. C. de C.; MENDES, W. de S. |
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Afiliação: |
DIEGO FERNANDO URBINA SALAZAR, ESALQ-USP; JOSÉ ALEXANDRE MELO DEMATTÊ, ESALQ-USP; LUIZ EDUARDO VICENTE, CNPMA; CLECIA CRISTINA GUIMARÃES, ESALQ-USP; VERIDIANA MARIA SAYÃO, ESALQ-USP; CARLOS EDUARDO PELLEGRINO CERRI, ESALQ-USP; MANUELA CORREA DE CASTRO PADILHA, ESALQ-USP; WANDERSON DE SOUSA MENDES, ESALQ-USP. |
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Título: |
Emissivity of agricultural soil attributes in southeastern Brazil via terrestrial and satellite sensors. |
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Ano de publicação: |
2020 |
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Fonte/Imprenta: |
Geoderma, v. 361, article 114038, 2020. |
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DOI: |
https://doi.org/10.1016/j.geoderma.2019.114038 |
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Idioma: |
Inglês |
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Conteúdo: |
Abstract: Soil texture and organic carbon (OC) content influence the spectral response. These attributes are relevant for the preservation and proper management of land use in the pursuit of a sustainable agriculture. Laboratory and satellite sensors have been applied as a powerful tool for studying so is, but their analysis using these sensors has mainly focused on the visible (Vis), near infrared (NIR) and shortwave infrared (SWIR) regions of the electromagnetic spectrum, with few studies in the Medium Infrared (MIR). The aim of this study was to identify the spectral pattern of soils with different granulometry (sand and clay) and OC content using laboratory and satellite sensors in the MIR region, specifically in the Thermal Infrared (TIR) range (ASTER, Landsat satellites). The study performed qualitative and quantitative analyses of clay, OC and sand fractions (fine and coarse). The study area is located in the region of Piracicaba, São Paulo, Brazil, where collected 150 soil samples (0?20 cm depth). Soil texture was determined by the pipette method and OC via dry combustion. Reflectance and emissivity (?) spectral data were obtained with the Fourier Transform Infrared (FT-IR) Alpha sensor (Bruker Optics Corporation). An image ?ASTER_05? from July 15, 2017 was acquired with values of ?. Samples were separated by textural classes and the spectral behavior in the TIR region was described. The data obtained by the laboratory sensor were resampled to the satellite sensor bands. The behavior between spectra of both sensors was similar and had significant correlation with the studied attributes, mainly sand. For the partial least squares regression (PLSR) models, six strategies were used (MIR, MIR_ASTER, ASTER, TIR, TIR Correlation Index (TIR_CID), and MIR Correlation Index (MIR_CID)), which consisted in the use of all sensors bands, or by the selection of bands that presented the most significant correlations with each one of the attributes. Models presented a good performance in the prediction of all attributes using the whole MIR. In the TIR region, the models for total sand content and for fine and coarse fractions were good. Models created with ASTER sensor data were not as promising as those with laboratory ones. The use of specific bands was useful in estimating some attributes in the MIR and TIR, improving the predictive performance and validation of models. Therefore, the discrimination of soil attributes with satellite sensors can be improved with the identification of specific bands, as observed in the results with laboratory sensors. MenosAbstract: Soil texture and organic carbon (OC) content influence the spectral response. These attributes are relevant for the preservation and proper management of land use in the pursuit of a sustainable agriculture. Laboratory and satellite sensors have been applied as a powerful tool for studying so is, but their analysis using these sensors has mainly focused on the visible (Vis), near infrared (NIR) and shortwave infrared (SWIR) regions of the electromagnetic spectrum, with few studies in the Medium Infrared (MIR). The aim of this study was to identify the spectral pattern of soils with different granulometry (sand and clay) and OC content using laboratory and satellite sensors in the MIR region, specifically in the Thermal Infrared (TIR) range (ASTER, Landsat satellites). The study performed qualitative and quantitative analyses of clay, OC and sand fractions (fine and coarse). The study area is located in the region of Piracicaba, São Paulo, Brazil, where collected 150 soil samples (0?20 cm depth). Soil texture was determined by the pipette method and OC via dry combustion. Reflectance and emissivity (?) spectral data were obtained with the Fourier Transform Infrared (FT-IR) Alpha sensor (Bruker Optics Corporation). An image ?ASTER_05? from July 15, 2017 was acquired with values of ?. Samples were separated by textural classes and the spectral behavior in the TIR region was described. The data obtained by the laboratory sensor were resampled to the satellite sensor ba... Mostrar Tudo |
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Palavras-Chave: |
Grain size; Satellite image analyses; Soil attributes; Soil emissivity; Spectral behavior; Thermal infrared (TIR). |
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Thesagro: |
Satélite; Sensoriamento Remoto. |
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Thesaurus Nal: |
Satellites; Soil properties. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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Marc: |
LEADER 03618naa a2200337 a 4500
001 2121231
005 2020-03-13
008 2020 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1016/j.geoderma.2019.114038$2DOI
100 1 $aURBINA SALAZAR, D. F.
245 $aEmissivity of agricultural soil attributes in southeastern Brazil via terrestrial and satellite sensors.$h[electronic resource]
260 $c2020
520 $aAbstract: Soil texture and organic carbon (OC) content influence the spectral response. These attributes are relevant for the preservation and proper management of land use in the pursuit of a sustainable agriculture. Laboratory and satellite sensors have been applied as a powerful tool for studying so is, but their analysis using these sensors has mainly focused on the visible (Vis), near infrared (NIR) and shortwave infrared (SWIR) regions of the electromagnetic spectrum, with few studies in the Medium Infrared (MIR). The aim of this study was to identify the spectral pattern of soils with different granulometry (sand and clay) and OC content using laboratory and satellite sensors in the MIR region, specifically in the Thermal Infrared (TIR) range (ASTER, Landsat satellites). The study performed qualitative and quantitative analyses of clay, OC and sand fractions (fine and coarse). The study area is located in the region of Piracicaba, São Paulo, Brazil, where collected 150 soil samples (0?20 cm depth). Soil texture was determined by the pipette method and OC via dry combustion. Reflectance and emissivity (?) spectral data were obtained with the Fourier Transform Infrared (FT-IR) Alpha sensor (Bruker Optics Corporation). An image ?ASTER_05? from July 15, 2017 was acquired with values of ?. Samples were separated by textural classes and the spectral behavior in the TIR region was described. The data obtained by the laboratory sensor were resampled to the satellite sensor bands. The behavior between spectra of both sensors was similar and had significant correlation with the studied attributes, mainly sand. For the partial least squares regression (PLSR) models, six strategies were used (MIR, MIR_ASTER, ASTER, TIR, TIR Correlation Index (TIR_CID), and MIR Correlation Index (MIR_CID)), which consisted in the use of all sensors bands, or by the selection of bands that presented the most significant correlations with each one of the attributes. Models presented a good performance in the prediction of all attributes using the whole MIR. In the TIR region, the models for total sand content and for fine and coarse fractions were good. Models created with ASTER sensor data were not as promising as those with laboratory ones. The use of specific bands was useful in estimating some attributes in the MIR and TIR, improving the predictive performance and validation of models. Therefore, the discrimination of soil attributes with satellite sensors can be improved with the identification of specific bands, as observed in the results with laboratory sensors.
650 $aSatellites
650 $aSoil properties
650 $aSatélite
650 $aSensoriamento Remoto
653 $aGrain size
653 $aSatellite image analyses
653 $aSoil attributes
653 $aSoil emissivity
653 $aSpectral behavior
653 $aThermal infrared (TIR)
700 1 $aDEMATTÊ, J. A. M.
700 1 $aVICENTE, L. E.
700 1 $aGUIMARAES, C. C. B.
700 1 $aSAYÃO, V. M.
700 1 $aCERRI, C. E. P.
700 1 $aPADILHA, M. C. de C.
700 1 $aMENDES, W. de S.
773 $tGeoderma$gv. 361, article 114038, 2020.
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Registro original: |
Embrapa Meio Ambiente (CNPMA) |
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| Registros recuperados : 19 | |
| 4. |  | SOUZA, Z. da S.; BISOGNIN, D. A.; MORIN JUNIOR, G. R.; GNOCATO, F. S. Seleção de clones de batata para processamento industrial em condições de clima subtropical e temperado. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 46, n. 11, p. 1503-1512, out. 2011 Título em inglês: Selection of potato clones for industrial processing under subtropical and temperate climate conditions.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 5. | | HORBACH, M. A.; WENDLING, I.; HOFFMANN, H. A.; BISOGNIN, D. A. Sistemas de fixação de minienxertos de erva mate (Ilex paraguariensis) St. Hil.). In: CONGRESO SUDAMERICANO DE LA YERBA MATE, 4.; REUNIÓN TÉCNICA DE LA YERBA MATE, 4., EXPOSICIÓN DE AGRONEGOCIOS DE LA YERBA MATE, 2., 2006, Posadas. Actas. Posadas: INTA, 2006. p. 167-171.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Florestas. |
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| 6. | | BISOGNIN, D. A.; VERNETTI, F. de J.; GASTAL, M. F. da; ZONTA, E. P. Competição intergenotípica em soja. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 30, n. 7, p. 947-955, jul. 1995. Título em inglês: Intergenotypic competition in soybean.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 7. | | BURIN, C.; BISOGNIN, D. A.; LENCINA, K. H.; GIMENES, E. S. Early selection of Cabralea canjerana for propagation by mini-cutting. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 53, n. 9, p. 1018-1024, Sept. 2018. Título em português: Seleção precoce em Cabralea canjerana para a propagação por miniestaquia.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 8. | | BISOGNIN, D. A.; MÜLLER, D. R.; STRECK, N. A.; ANDRIOLO, J. L.; SAUSEN, D. Desenvolvimento e rendimento de clones de batata na primavera e no outono. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 43, n. 6, p. 699-705, jun. 2008 Título em inglês: Development and yield of potato clones during spring and autumn.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 9. | | BISOGNIN, D. A.; PEREIRA, A. da S.; FREITAS, S. T. de. Potato tuber. In: FREITAS, S. T. de; PAREEK, S. (Ed.). Postharvest physiological disorders in fruits and vegetables. Boca Raton: CRC Press, 2019. cap. 31, p. 691-704. (Innovations in Postharvest Technology Series).| Tipo: Capítulo em Livro Técnico-Científico |
| Biblioteca(s): Embrapa Semiárido. |
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| 10. | | MULLER, D. R.; BISOGNIN, D. A.; ANDRIOLO, J. L.; DELLAI, J.; COPETTI, F. Produção hidropônica de batata em diferentes concentrações de solução nutritiva e épocas de cultivo Pesquisa Agropecuária Brasileira, Brasília, DF, v. 42, n. 5, p. 647-653, maio 2007 Título em inglês: Potato hydroponical production in different concentrations of nutrient solution and growing seasons.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 11. | | FAGUNDES, J. D.; STRECK, N. A.; BISOGNIN, D. A.; SCHWANTES, A. P.; ALBERTO, C. M. Produtividade simulada de tubérculos de batata em cenários de mudanças climáticas. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 45, n. 4, p. 351-360, abr. 2010 Título em inglês: Potato tuber simulated yield in climate change scenarios.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 12. | | LAGO, I.; STRECK, N. A.; BISOGNIN, D. A.; SOUZA, A. T. de; SILVA, M. R. da. Transpiração e crescimento foliar de plantas de mandioca em resposta ao déficit hídrico no solo. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 46, n. 11, p. 1415-1423, out. 2011 Título em inglês: Transpiration and leaf growth of cassava plants as a response to soil water deficit.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 13. | | COGO, C. M.; ANDRIOLO, J. L.; BISOGNIN, D. A.; GODOI, R. dos S.; BORTOLOTTO, O. C.; LUZ, G. L. da. Relação potássio-nitrogênio para o diagnóstico e manejo nutricional da cultura da batata. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 41, n. 12, p. 1781-1786, dez. 2006 Título em inglês: Nitrogen-potassium relationship for diagnosis of plant nutritional status and fertilization of the potato crop.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 16. | | AUDE, M. I. da S.; MARCHEZAN, E.; MAIRESSE, L. A. da S.; BISOGNIN, D. A.; CIMA, R. J.; ZANINI, W. Taxa de acúmulo de matéria seca e duração do período de enchimento de grão do trigo. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 29, n. 10, p. 1533-1539. out. 1994. Título em inglês: Dray matter accumulation rate and duration of grain filling period in wheat.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 17. | | AVINIO, R. S.; MALHEIROS, A. C.; MACULAN, L. G.; GAZZANA, D.; LENCINA, K. H.; TONETTO, T. da S.; BISOGNIN, D. A. Rooting of mini-cuttings and quality of plantlets of Cordia trichotoma. Pesquisa Agropecuária Brasileira, v. 57, e02970, 2022. Título em português: Enraizamento de miniestacas e qualidade de mudas de Cordia trichotoma.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 18. | | ANDRIOLO, J. L.; BISOGNIN, D. A.; PAULA, A. L. de; PAULA, F. L. M. de; GODOI, R. dos S.; BARROS, G. T. Curva crítica de diluição de nitrogênio da cultivar Asterix de batata. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 41, n. 7, p. 1179-1184, jul. 2006 Título em inglês: Critical nitrogen dilution curve of the potato cultivar Asterix.| Biblioteca(s): Embrapa Unidades Centrais. |
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| 19. | | BELTRAME, R.; BISOGNIN, D. A.; MATTOS, B. D.; CARGNELUTTI FILHO, A.; HASELEIN, C. R.; GATTO, D. A.; SANTOS, G. A. dos. Desempenho silvicultural e seleção precoce de clones de híbridos de eucalipto. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 47, n. 6, p. 791-796, jun. 2012. Título em inglês: Silvicultural performance and early selection of clones from eucalyptus hybrids.| Biblioteca(s): Embrapa Unidades Centrais. |
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| Registros recuperados : 19 | |
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| Nenhum registro encontrado para a expressão de busca informada. |
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