Nonlinear modeling of carbon dynamics in soil treated with tannery sludge
In 2020, the Brazilian commercial cattle herd was the largest in the world, representing 14.3% of the worldwide herd, with 201.7 million heads. Although this activity yields significant profits, contributing to the economic and social development of Brazil, it has been the target of concerns, mainl...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais
2023-09-01
|
| Series: | Revista Agrogeoambiental |
| Subjects: | |
| Online Access: | https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1759 |
| _version_ | 1797668321009598464 |
|---|---|
| author | Maylon Leoncio da Silva Edilson Marcelino Silva Ariana Campos Frühauf Joel Augusto Muniz Tales Jesus Fernandes |
| author_facet | Maylon Leoncio da Silva Edilson Marcelino Silva Ariana Campos Frühauf Joel Augusto Muniz Tales Jesus Fernandes |
| author_sort | Maylon Leoncio da Silva |
| collection | DOAJ |
| description |
In 2020, the Brazilian commercial cattle herd was the largest in the world, representing 14.3% of the worldwide herd, with
201.7 million heads. Although this activity yields significant profits, contributing to the economic and social development of
Brazil, it has been the target of concerns, mainly due to the large production of waste/effluents associated to bovine leather
processing. In this scenario, mineralization is important because nutrients essential for plant growth are released during
the process of organic waste decomposition, and the dynamics of carbon release can be described by nonlinear regression
models. Thus, this study aimed to model the mineralization of organic carbon in the soil for 6, 12, 24, and 36 megagrams
doses per hectare (Mg ha−1) of tannery sludge using the Stanford & Smith, Cabrera, and Juma nonlinear models. Very clayey
soil samples were used: eutroferric red nitosol (NVef). Mineralized carbon was measured in 21 observations over time until
the 105th day of incubation. Parameters were estimated using the least squares method. Adjustments were compared using
the corrected Akaike information criterion (AICc) and the adjusted coefficient of determination (R2
aj) as selection criteria. The Cabrera model had the best adjustments for doses 6, 12, and 24 Mg ha−1 and Juma for dose 36 Mg ha−1, based on the selection criteria used. Although the Stanford & Smith model is the most widely used in the literature to model soil carbon dynamics, its use was not the most appropriate for any of the doses evaluated in this study. The higher the dose of tannery
sludge, the greater the amount of potentially mineralizable carbon.
|
| first_indexed | 2024-03-11T20:27:26Z |
| format | Article |
| id | doaj.art-9647da187c8144479e92397280a80d1b |
| institution | Directory Open Access Journal |
| issn | 1984-428X 2316-1817 |
| language | English |
| last_indexed | 2024-03-11T20:27:26Z |
| publishDate | 2023-09-01 |
| publisher | Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais |
| record_format | Article |
| series | Revista Agrogeoambiental |
| spelling | doaj.art-9647da187c8144479e92397280a80d1b2023-10-02T12:28:03ZengInstituto Federal de Educação, Ciência e Tecnologia do Sul de Minas GeraisRevista Agrogeoambiental1984-428X2316-18172023-09-0115unico10.18406/2316-1817v15nunico20231759Nonlinear modeling of carbon dynamics in soil treated with tannery sludgeMaylon Leoncio da Silva0Edilson Marcelino Silva1Ariana Campos Frühauf2Joel Augusto Muniz3Tales Jesus Fernandes4UflaUniversidade Federal de LavrasUflaUflaUfla In 2020, the Brazilian commercial cattle herd was the largest in the world, representing 14.3% of the worldwide herd, with 201.7 million heads. Although this activity yields significant profits, contributing to the economic and social development of Brazil, it has been the target of concerns, mainly due to the large production of waste/effluents associated to bovine leather processing. In this scenario, mineralization is important because nutrients essential for plant growth are released during the process of organic waste decomposition, and the dynamics of carbon release can be described by nonlinear regression models. Thus, this study aimed to model the mineralization of organic carbon in the soil for 6, 12, 24, and 36 megagrams doses per hectare (Mg ha−1) of tannery sludge using the Stanford & Smith, Cabrera, and Juma nonlinear models. Very clayey soil samples were used: eutroferric red nitosol (NVef). Mineralized carbon was measured in 21 observations over time until the 105th day of incubation. Parameters were estimated using the least squares method. Adjustments were compared using the corrected Akaike information criterion (AICc) and the adjusted coefficient of determination (R2 aj) as selection criteria. The Cabrera model had the best adjustments for doses 6, 12, and 24 Mg ha−1 and Juma for dose 36 Mg ha−1, based on the selection criteria used. Although the Stanford & Smith model is the most widely used in the literature to model soil carbon dynamics, its use was not the most appropriate for any of the doses evaluated in this study. The higher the dose of tannery sludge, the greater the amount of potentially mineralizable carbon. https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1759Stanford & SmithCabreraJumaRegression |
| spellingShingle | Maylon Leoncio da Silva Edilson Marcelino Silva Ariana Campos Frühauf Joel Augusto Muniz Tales Jesus Fernandes Nonlinear modeling of carbon dynamics in soil treated with tannery sludge Revista Agrogeoambiental Stanford & Smith Cabrera Juma Regression |
| title | Nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| title_full | Nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| title_fullStr | Nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| title_full_unstemmed | Nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| title_short | Nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| title_sort | nonlinear modeling of carbon dynamics in soil treated with tannery sludge |
| topic | Stanford & Smith Cabrera Juma Regression |
| url | https://agrogeoambiental.ifsuldeminas.edu.br/index.php/Agrogeoambiental/article/view/1759 |
| work_keys_str_mv | AT maylonleonciodasilva nonlinearmodelingofcarbondynamicsinsoiltreatedwithtannerysludge AT edilsonmarcelinosilva nonlinearmodelingofcarbondynamicsinsoiltreatedwithtannerysludge AT arianacamposfruhauf nonlinearmodelingofcarbondynamicsinsoiltreatedwithtannerysludge AT joelaugustomuniz nonlinearmodelingofcarbondynamicsinsoiltreatedwithtannerysludge AT talesjesusfernandes nonlinearmodelingofcarbondynamicsinsoiltreatedwithtannerysludge |