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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital; Embrapa Solos. |
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Data corrente: |
14/12/2023 |
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Data da última atualização: |
14/12/2023 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
REIS, A. M. H. dos; TEIXEIRA, W. G.; FONTANA, A.; BARROS, A. H. C.; VICTORIA, D. de C.; VASQUES, G. M.; SAMUEL-ROSA, A.; OTTONI, M. V.; MONTEIRO, J. E. B. de A. |
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Afiliação: |
ALINE MARI HUF DOS REIS, UNIVERSIDADE FEDERAL DE GOIÁS; WENCESLAU GERALDES TEIXEIRA, CNPS; ADEMIR FONTANA, CNPS; ALEXANDRE HUGO CEZAR BARROS, CNPS; DANIEL DE CASTRO VICTORIA, CNPTIA; GUSTAVO DE MATTOS VASQUES, CNPS; ALESSANDRO SAMUEL-ROSA, UNIVERSIDADE TECNOLÓGICA FEDERAL DO PARANÁ; MARTA VASCONCELOS OTTONI, SERVIÇO GEOLÓGICO DO BRASIL; JOSE EDUARDO B DE ALMEIDA MONTEIRO, CNPTIA. |
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Título: |
Hierarchical pedotransfer functions for predicting bulk density in Brazilian soils. |
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Ano de publicação: |
2024 |
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Fonte/Imprenta: |
Scientia Agricola, v. 81, e20220255, 2024. |
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DOI: |
https://doi.org/10.1590/1678-992X-2022-0255 |
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Idioma: |
Inglês |
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Conteúdo: |
Bulk density (BD) is a soil physical property used as a soil quality indicator and variations in this measurement influence soil water content and carbon stock estimates. This study aims to compile a database of samples of bulk density, textural fractions, and organic carbon values, as well as evaluate the accuracy of published pedotransfer functions (PTF) that predict bulk density, and propose a hierarchical PTF to predict the bulk density of Brazilian Soils. The performance of eleven PTFs and the newly proposed PTFs were evaluated and compared using the root mean square error (RMSE) and coefficient of determination (R2) based on a testing soil database collected from the literature. We noticed a slight improvement in accuracy when organic carbon and coarse and fine sand fractions were included as predictors alongside silt and clay. The best results with existing PTFs were obtained by PTF-A in Tomasella and Hodnett (1998) (RMSE = 0.20 g cm–3) and PTF-F in Benites et al. (2007) (RMSE = 0.17 g cm–3). Our proposed PTFs use textural fractions and organic carbon as predictors in a hierarchical form. The proposed PTF-4, which uses fine sand, coarse sand, clay, and organic carbon, presented the lowest value for RMSE (0.14 g cm–3) for BD prediction. |
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Palavras-Chave: |
Banco de dados; Carbono orgânico; Data compilation; Densidade aparente; Funções de pedotransferência; Organic carbon content; Solos brasileiros; Textural fractions; Transfer functions. |
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Thesagro: |
Física do Solo. |
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Thesaurus Nal: |
Databases; Soil. |
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Categoria do assunto: |
P Recursos Naturais, Ciências Ambientais e da Terra |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1159704/1/Hierarchical-pedotransfer-functions-for-predicting-bulk-density-in-Brazilian-soils-2024.pdf
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Marc: |
LEADER 02375naa a2200373 a 4500
001 2159704
005 2023-12-14
008 2024 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1590/1678-992X-2022-0255$2DOI
100 1 $aREIS, A. M. H. dos
245 $aHierarchical pedotransfer functions for predicting bulk density in Brazilian soils.$h[electronic resource]
260 $c2024
520 $aBulk density (BD) is a soil physical property used as a soil quality indicator and variations in this measurement influence soil water content and carbon stock estimates. This study aims to compile a database of samples of bulk density, textural fractions, and organic carbon values, as well as evaluate the accuracy of published pedotransfer functions (PTF) that predict bulk density, and propose a hierarchical PTF to predict the bulk density of Brazilian Soils. The performance of eleven PTFs and the newly proposed PTFs were evaluated and compared using the root mean square error (RMSE) and coefficient of determination (R2) based on a testing soil database collected from the literature. We noticed a slight improvement in accuracy when organic carbon and coarse and fine sand fractions were included as predictors alongside silt and clay. The best results with existing PTFs were obtained by PTF-A in Tomasella and Hodnett (1998) (RMSE = 0.20 g cm–3) and PTF-F in Benites et al. (2007) (RMSE = 0.17 g cm–3). Our proposed PTFs use textural fractions and organic carbon as predictors in a hierarchical form. The proposed PTF-4, which uses fine sand, coarse sand, clay, and organic carbon, presented the lowest value for RMSE (0.14 g cm–3) for BD prediction.
650 $aDatabases
650 $aSoil
650 $aFísica do Solo
653 $aBanco de dados
653 $aCarbono orgânico
653 $aData compilation
653 $aDensidade aparente
653 $aFunções de pedotransferência
653 $aOrganic carbon content
653 $aSolos brasileiros
653 $aTextural fractions
653 $aTransfer functions
700 1 $aTEIXEIRA, W. G.
700 1 $aFONTANA, A.
700 1 $aBARROS, A. H. C.
700 1 $aVICTORIA, D. de C.
700 1 $aVASQUES, G. M.
700 1 $aSAMUEL-ROSA, A.
700 1 $aOTTONI, M. V.
700 1 $aMONTEIRO, J. E. B. de A.
773 $tScientia Agricola$gv. 81, e20220255, 2024.
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Registro original: |
Embrapa Solos (CNPS) |
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| 1. |  | REIS, A. M. H. dos; TEIXEIRA, W. G.; FONTANA, A.; BARROS, A. H. C.; VICTORIA, D. de C.; VASQUES, G. M.; SAMUEL-ROSA, A.; OTTONI, M. V.; MONTEIRO, J. E. B. de A. Hierarchical pedotransfer functions for predicting bulk density in Brazilian soils. Scientia Agricola, v. 81, e20220255, 2024.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Agricultura Digital; Embrapa Solos. |
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| Registros recuperados : 1 | |
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