Comparison of nonlinear models in the description of carbon mineralization in litter soil

Autores

DOI:

https://doi.org/10.18406/2316-1817v12n420201484

Palavras-chave:

Nutrient cycling. Carbon dioxide. Forest soil.

Resumo

Litter is an important source of nutrients for trees and can improve the quality of degraded soils. The objective of this study was to describe the dynamics of carbon mineralization in litter soils using nonlinear models, estimating half-life times. Soil carbon mineralization under three types of forest cover was evaluated: Atlantic forest fragment (capoeira), Acacia auriculiformis trees (acacia), and Mimosa caesalpiniifolia (sabiá) from a reforested area with a history of degradation. Twelve measurements of the mineralized carbon were made up to 222 days after the beginning of the incubation of litter soils. Stanford and Smith, Juma, and Cabrera models were fitted by the least squares method using the Gauss-Newton algorithm in the R software. The Stanford and Smith model was more appropriate in describing all treatments, based on the Akaike Information Criterion, with estimates of half-life for Acácia, Capoeira, and Sabiá soils at 25, 44, and 51 days, respectively. The Stanford and Smith and Juma nonlinear models satisfactorily described the carbon mineralization of soils of all treatments.

Biografia do Autor

Edilson Marcelino Silva, Universidade Federal de Lavras

Departamento de Estatística

Referências

ANDRADE, C. A.; BIBAR, M. P. S.; COSCIONE, A. R.; PIRES, A. M. M.; SOARES, A. G. Mineralization and effects of poultry litter biochar on soil cation exchange capacity. Pesquisa Agropecuária Brasileira, v. 50, n. 5, p. 407-416, 2015. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-204X2015000500407 > Acessed: May 13, 2019. doi:< http://dx.doi.org/10.1590/S0100-204X2015000500008 >.

ANDRADE, L. C.; ANDREAZZA, R.; CAMARGO, F. A. O. Soil microbial activity under wastewater treatment plant sludge doses from an industrial landfill. Ciência Rural, v. 46, n. 2, p. 267-272, 2016. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782016000200267 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/0103-8478cr20140871 >.

BARRETO, P. A. B.; RODRIGUES, E. F. G.; RODRIGUES, A. C. G.; BARROS, N. F.; ALVES, B. J. R.; FONSECA, S. Carbon and nitrogen mineralization in soils under an eucalyptus plantation chronosequence. Revista Brasileira de Ciência do Solo, v. 34, p. 735-745, 2010. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832010000300015 >. Acessed: May 13, 2019. doi:< http://dx.doi.org/10.1590/S0100-06832010000300015 >.

CABRERA, M. L. Modeling the flush of nitrogen mineralization caused by drying and rewetting soils. Soil Science Society of America Jornal, v. 57, p. 63-66, 1993.

DRAPER, N. R.; SMITH, H. Aplied regression analisys, 3rd ed, reprint, New York: J. Wiley, 2014.

FERNANDES, T. J.; MUNIZ, J. A.; PEREIRA, A. A.; MUNIZ, F. R.; MUIANGA, C. A. Parameterization effects in nonlinear models to describe growth curves. Acta Scientiarum. Technology, v. 37, n. 4, p. 397-402, 2015. Available from: < https://www.researchgate.net/publication/283735241_Parameterization_effects_in_nonlinear_models_to_describe_growth_curves > Acessed: Sep 30, 2019.

FERNANDES, T. J.; PEREIRA, A. A.; MUNIZ, J. A. Double sigmoidal models describing the growth of coffee berries. Ciência Rural, v. 47, n. 8, p. 1-7, 2017. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000800401 > Acessed: Sep 30, 2019.

GIACOMINI, S. J.; AITA, C.; MIOLA, E. C. C.; RECOUS, S. Carbon mineralization of straw and pig manure with and without incorporation in soil. Revista Brasileira de Ciência do Solo, v. 32, p. 2661-2668, 2008. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832008000700008 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/S0100-06832008000700008 >.

GODINHO, T. O.; CALDEIRA, M. V. W.; ROCHA, J. H. T.; CALIMAN, J. P.; TRAZZI, P. A. Quantification of biomass and nutrients in the accumated litter in a section of submontane seasonal semideciduous forest, ES. Cerne, v. 20, n. 1, p. 11-20, 2014. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0104-77602014000100002 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/S0104-77602014000100002 >.

HESS, T. F.; SCHMIDT, S. K. Improved procedure for obtaining statistically valid parameter estimates from soil respiration data. Soil Biology and Biochemistry, Elmsford, v.27, p. 1-7, 1995. Available from: < https://www.sciencedirect.com/science/article/abs/pii/003807179400166X?via%3Dihub >. Acessed: May 13, 2019. doi: < https://doi.org/10.1016/0038-0717(94)00166-X >.

JANE, S. A.; FERNANDES, F. A.; SILVA, E. M.; MUNIZ, J. A.; FERNANDES, T. J. Comparison of the polynomial and nonlinear models on description of pepper growth. Revista Brasileira de Ciências Agrárias, p. (no prelo), 2019.

JANE, S. A.; FERNANDES, F. A.; SILVA, E. M.; MUNIZ, J. A.; FERNANDES, T. J.; PIMENTEL, G. V. Adjustment of growth curve of different sugarcane varieties using nonlinear models. Ciência Rural, p. (no prelo), 2020.

JUMA, N. G., PAUL, E. A.; MARY, B. Kinetic analysis of net mineralization in soil. Soil Science Society of America Journal, v. 48, p. 465-472, 1984.

MORAIS, V. A.; SANTOS, C. A.; MELLO, J. M.; DADID, H. C.; ARAÚJO, E. J. G.; SCOLFORO, J. R. S. Spatial and vertical distribution of litter and belowground carbon in a brazilian cerrado vegetation. Cerne, v. 23, n. 1, p. 43-52, 2017. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0104-77602017000100043 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/01047760201723012247 >.

MOREIRA, F. M. S, SIQUEIRA, J. O. Microbiologia e Bioquímica do solo. 2a ed. Lavras: Editora da UFLA, p. 1-729, 2006.

MORETTIN, P. A.; TOLOI, C. M. C. Análise de séries temporais, 2 ed. São Paulo: Edgard Blucher, 2006.

MUIANGA, C. A.; MUNIZ, J. A.; NASCIMENTO, M. S.; FERNANDES, T. J.; SAVIAN, T. V. Descrição da curva de crescimento de frutos do cajueiro por modelos não lineares. Revista Brasileira de Fruticultura, v. 38, n. 1, p. 22-32, 2016. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-29452016000100022&lng=en&nrm=iso&tlng=pt > Acessed: Sep 30, 2019.

MUNIZ, J. A.; NASCIMENTO, M. S.; FERNANDES, T. J. Nonlinear models for description of cacao fruit growth with assumption violations. Revista Caatinga, v. 30, n. 1, p. 250-257, 2017. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1983-21252017000100250 > Acessed: Sep 30, 2019.

NUNES, D. A. D.; RODRIGUES, E. F. G.; BARRETO, P. A. B.; RODRIGUES, A. C. G.; MONROE, P. H. M. Carbon and nitrogen mineralization in soil of leguminous trees in a degraded pasture in northern Rio de Janeiro, Brazil. Journal of Forest Research, n. 27, p. 91-99, 2016. Available from: < https://www.researchgate.net/publication/283081169_Carbon_and_nitrogen_mineralization_in_soil_of_leguminous_trees_in_a_degraded_pasture_in_northern_Rio_de_Janeiro_Brazil >. Acessed: May 13, 2019. doi: < 10.1007/s11676-015-0164-3 >.

NUNES, D. A. D.; RODRIGUES, E. F. G.; RODRIGUES, A. C. G. Mineralization of C in soil and non-litter addition of plant under different coverage. Revista Brasileira de Agroecologia, v. 4, n. 2, p. 2176-2179, 2009. Available from: < http://revistas.aba-agroecologia.org.br/index.php/rbagroecologia/article/view/7912/5656 > Acessed: Sep 30, 2019.

OLIVEIRA, W. J.; SILVA, C. A.; MUNIZ, J. A.; SAVIAN, T. V. Nitrogen mineralization in latosols fertilized with organic residues. Revista Brasileira de Ciência do Solo, v. 37, n. 3, p. 715-725, 2013. Disponível em: < http://www.scielo.br/scielo.php?pid=S0100-06832013000300018&script=sci_abstract >. Acesso em 06 set. 2017.

PAULA, G. S.; SILVA, E. M.; FURTADO, T. D. R.; FRUHAUF, A. C.; MUNIZ, J. A. Comparação de modelos não lineares na descrição da mineralização do carbono no solo tratado com dejetos de suínos. Revista Agrogeoambiental, v. 12, n. 1, (no prelo), 2020.

PEREIRA, J. M.; MUNIZ, J. A.; SILVA, C. A. Nonlinear models to predict nitrogen mineralization in an oxisol. Scientia Agricola, v. 62, p. 395-400, 2005. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162005000400014 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/S0103-90162005000400014 >.

PEREIRA, J. M.; MUNIZ, J. A.; SÁFADI, T.; SILVA, C. A. Comparison of the models for prediction of the mineralized nitrogen: a Bayesian approach. Ciência e Agrotecnologia, v. 33, p. 1792-1797, 2009. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1413-70542009000700016&lng=en&nrm=iso&tlng=pt > Acessed: Sep 30, 2019.

PINHEIRO, J.; BATES, D.; DEBROY, S.; SARKAR, D. nlme: linear and nonlinear mixed effects models. R package version 3. p. 1-122. 2015. http://CRAN.R-project.org/package=nlme>. Acesso em: 10 fev. 2016.

PRADO, T. K. L.; SAVIAN, T. V.; MUNIZ, J. A. Ajuste dos modelos Gompertz e Logístico aos dados de crescimento de frutos de coqueiro anão verde. Ciência Rural, v. 43, n. 5, p. 803-809, 2013. Available from: < http://www.scielo.br/pdf/cr/v43n5/a13313cr5976.pdf > Acessed: Sep 30, 2019.

PULROLNIK, K. Transformações do carbono no solo. 1ª ed. Planaltina, DF: Embrapa Cerrados, 2009.

R CORE TEAM. R: a language and environmental for statistical computing. R Foundation for Statistical Computing, Viena, 2015.

RIBEIRO, T. D.; MATTOS, R. W. P.; MORAIS, A. R.; MUNIZ, J. A. Description of the growth of Pequi fruits by nonlinear models. Revista Brasileira de Fruticultura, v. 40, n. 4, p. 1-11, 2018a. Disponível em: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-29452018000400705 >. Acesso em 20 dez. 2018.

RIBEIRO, T. D.; SAVIAN, T. V.; FERNANDES, T. J.; MUNIZ, J. A. The use of the nonlinear models in the growth of pears of “Shinseiki” cultivar. Ciência Rural, v. 48, n. 1, p. 1-7, 2018b. Disponível em: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782018000100202 >. Acesso em 20 dez. 2018.

SAVIAN, T. V.; MUNIZ, J. A. A study of in situ degradability: heterogeneity of variances and correlated errors. Scientia Agricola, v. 64, n. 5, p. 548-554, 2007. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162007000500013 > Acessed: Sep 30, 2019.

SILVA, E. M.; FURTADO, T. D. R.; FERNANDES, J. G. F.; MUNIZ, J. A. Description of the carbon mineralization of swine manure and oat straw in the soil through nonlinear models. Revista Agrogeoambiental, v. 11, n. 2, p. 71-86, 2019a. Available from: < https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1299/pdf > Acessed: Sep 30, 2019.

SILVA, E. M.; SILVEIRA, S. C.; FURTADO, T. D. R.; MUNIZ, J. A. Fitting of decomposition of sewage sludge and oat straw by nonlinear models. Revista Agrogeoambiental, v. 11, n. 2, p. 18-28, 2019b. Available from: < https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1287/pdf > Acessed: Sep 30, 2019.

SILVA, E. M.; FRUHAUF, A. C.; FERNANDES, F. A.; PAULA, G. S.; MUNIZ, J. A.; FERNANDES, T. J. Método de Newton e Gauss-Newton na estimação dos parâmetros de modelo de regressão não linear. Sigmae, v. 8, n. 2, p. 728-734, 2019c. Available from: < https://publicacoes.unifal-mg.edu.br/revistas/index.php/sigmae/article/view/946/692 > Acessed: Sep 30, 2019.

SILVA, E. M.; SILVA, V. F.; FERNANDES, F. A.; MUNIZ, J. A.; FERNANDES, T. J. O crescimento de frutos de pêssegos caracterizados por modelos de regressão não lineares. Sigmae, v. 8, n. 2, p. 290-294, 2019d. Available from: < https://publicacoes.unifal-mg.edu.br/revistas/index.php/sigmae/article/view/958/643 > Acessed: Sep 30, 2019.

SILVEIRA, S. C; MUNIZ, J. A.; SOUSA, F. A.; CAMPOS, A. T. Non-linear models adjusted to the accumulated production of biogas originating from swine deep bedding. Revista Agrogeoambiental, v. 10, n. 3, p. 91-103, 2018. Disponível em: < https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1168/pdf >. Acesso em 26 nov. 2018.

SOUSA, I. F.; KUNZLE, J. E.; MUNIZ, J. A.; GUIMARÃES, R. M.; SAVIAN, T. V.; MUNIZ, F. R. Fitting nonlinear autoregressive models to describe coffee seed germination. Ciência Rural, v. 44, n. 11, p. 2016-2021, 2014. doi:10.1590/0103-8478cr20131341 Disponível em: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782014001102016 >. Acesso em 06 set. 2017.

STANFORD, G.; SMITH, S. J. Nitrogen mineralization potentials of soils. Soil Science Society of America Jornal, v. 36, p. 465-471, 1972.

ZEVIANI, W. M.; SILVA, C. A.; OLIVEIRA, W. J.; MUNIZ, J. A. Non linear models to potassium release from animals manure in latosols. Ciência Rural, v. 42, p. 1789-1796, 2012. Available from: < http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782012001000012 >. Acessed: May 13, 2019. doi: < http://dx.doi.org/10.1590/S0103-84782012001000012 >.

Publicado

10-03-2021

Como Citar

Silva, E. M., Fruhauf, A. C., Jane, S. A., Silva, Édipo M. da, Muniz, J. A., & Fernandes, T. J. (2021). Comparison of nonlinear models in the description of carbon mineralization in litter soil. Revista Agrogeoambiental, 12(4). https://doi.org/10.18406/2316-1817v12n420201484

Edição

Seção

Artigo Científico