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9. | | BOSI, C.; PEZZOPANE, J. R. M.; SENTELHAS, P. C.; SANTOS, P. M.; NICODEMO, M. L. F. Produtividade e características biométricas do capim-branquiária em sistema silvipastoril. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 49, n. 6, p. 449-456, jun. 2014. Título em inglês: Productivity and biometric characteristics of signal grass in a silvopastural system. Biblioteca(s): Embrapa Unidades Centrais. |
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12. | | BERNARDE, L. R. M.; PEZZOPANE, J. R. M.; BOSI, C.; MARCONATO, M. H.; PARRA, D. M. Interceptação de luz pelo dossel forrageiro em sistemas integrados de produção pecuária. In: REUNIÃO ANUAL DA SOCIEDADE BRASILEIRA PARA O PROGRESSO DA CIÊNCIA, 67., 2015, São Carlos, SP. Resumos....São Paulo: SBPC, 2015. Biblioteca(s): Embrapa Pecuária Sudeste. |
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15. | | BOSI, C.; PEZZOPANE, J. R. M.; SANTOS, P. M.; ANDRADE, A. S.; CANESIN, M. Características climáticas de localidades com experimentação em Brachiaria brizantha e Panicum maximum no Brasil. In: JORNADA CIENTÍFICA - EMBRAPA SÃO CARLOS, 5., 2013, São Carlos, SP. Anais... São Carlos, SP: Embrapa Pecuária Sudeste: Embrapa Instrumentação , 2013. p. 39 (Embrapa Pecuária Sudeste.Documentos, 110). Editado por Ana Rita de Araújo Nogueira, Simone Cristina Méo Niciura. Biblioteca(s): Embrapa Pecuária Sudeste. |
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16. | | PEZZOPANE, J. R. M.; BOSI, C.; BRUNETTI, H. B.; ALMEIDA, R. G. de; MULLER, M. D. Características dendométricas em sistemas silvipastoris e transmissão da radiação solar. In: CONGRESO INTERNACIONAL DE SISTEMAS SILVOPASTORILES, 12.; CONGRESO DE LA RED GLOBAL DE SISTEMAS SILVOPASTORILES, 2.; IV SEMINARIO NACIONAL DE SISTEMAS SILVOPASTORILES, 4., 2023, Montevideo; CONGRESO NACIONAL SISTEMAS SILVOPASTORILES, 5., 2023, Buenos Aires. Sistemas silvopastoriles: hacia una diversificación sostenible. Cali: CIPAV, 2023. p. 64-72. Biblioteca(s): Embrapa Gado de Corte; Embrapa Gado de Leite; Embrapa Pecuária Sudeste. |
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19. | | COSTA, R. C.; PAIVA, D. J.; BOSI, C.; CAPOIA, E. F.; PEZZOPANE, J. R. M. Efeito do desbaste do componente arbóreo na incidência da radiação solar em sistema silvipastoril. In: JORNADA CIENTÍFICA DA EMBRAPA SÃO CARLOS, 9., 2017, São Carlos, SP. Anais... São Carlos, SP: Embrapa Pecuária Sudeste; Embrapa Instrumentação, 2017. p. 59. (Embrapa Pecuária Sudeste. Documentos, 126). Editores técnicos: Alexandre Berndt, Ana Rita Araujo Nogueira, Bianca Baccili Zanotto Vigna, Juliana Gonçalves Costa, Lea Chapaval, Manuel Antonio Chagas Jacinto, Patricia Menezes Santos. Biblioteca(s): Embrapa Pecuária Sudeste. |
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20. | | BOSI, C.; PEZZOPANE, J. R. M.; SENTELHAS, P. C.; NICODEMO, M. L. F.; SANTOS, P. M. Microclima em sistema silvipastoril com renques no sentido norte-sul. In: JORNADA CIENTÍFICA - EMBRAPA SÃO CARLOS, 6., 2014, São Carlos, SP. Anais... São Carlos: Embrapa Instrumentação: Embrapa Pecuária Sudeste, 2014. p. 104 Biblioteca(s): Embrapa Pecuária Sudeste. |
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Registros recuperados : 118 | |
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| Acesso ao texto completo restrito à biblioteca da Embrapa Pecuária Sudeste. Para informações adicionais entre em contato com cppse.biblioteca@embrapa.br. |
Registro Completo
Biblioteca(s): |
Embrapa Pecuária Sudeste. |
Data corrente: |
15/03/2022 |
Data da última atualização: |
08/11/2023 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Circulação/Nível: |
A - 1 |
Autoria: |
BOSI, C.; HUTH, N. I.; SENTELHAS, P. C.; PEZZOPANE, J. R. M. |
Afiliação: |
CRISTIAM BOSI, ESALQ; NEIL IAN HUTH, CSIRO; PAULO CESAR SENTELHAS, ESALQ; JOSE RICARDO MACEDO PEZZOPANE, CPPSE. |
Título: |
APSIM model performance in simulating Piatã palisade grass growth and soil water in different positions of a silvopastoral system with eucalyptus. |
Ano de publicação: |
2022 |
Fonte/Imprenta: |
Agricultural Systems, v.195, 2022, 103302. |
Páginas: |
11 p. |
DOI: |
https://doi.org/10.1016/j.agsy.2021.103302 |
Idioma: |
Inglês |
Conteúdo: |
CONTEXT: Silvopastoral systems aim to be more sustainable than conventional systems, increasing total pro-ductivity, diversifying agricultural production, and improving resource use efficiency. However, very few studies were performed to adapt crop models to simulate these systems. OBJECTIVE: This study investigates the current capacity of the APSIM Next Generation model to estimate Piata palisadegrass growth and soil water in different positions in a silvopastoral system with eucalyptus by looking at the impact of modelling belowground and aboveground competition separately. METHODS: A field experiment was conducted from December 2014 to January 2016 in a silvopastoral system with eucalyptus trees arranged in single rows, in East-West orientation, with 15 m between rows and 2 m between trees in the rows. This experiment was conducted under grazing management and rainfed conditions, during 11 growth cycles, with pasture variables, soil moisture and microclimatic conditions assessed at four distances from the eucalyptus north row (0.00 m, 3.75 m, 7.50 m and 11.25 m). APSIM testing was performed in two ways: focusing on belowground competition for soil water and nitrogen, using a multi-root-zone approach, and focusing on competition for solar radiation, using the measured data of solar radiation at each position. RESULTS AND CONCLUSIONS: The APSIM-Tropical Pasture model was effective in simulating pasture growth when only competition for solar radiation was considered (R2 from 0.75 to 0.86, Agreement index (d) from 0.88 to 0.96, and Nash-Sutcliffe efficiency (NSE) between 0.32 and 0.85). These simulations are promising taking into account the difficulties to simulate pasture growth in silvopastoral systems with grazing; however, in systems with strong belowground competition for soil water and nutrients, this approach has strong limitations. Simulations of pasture growth were not as effective when using the multi-root-zone approach (R2 between 0.57 and 0.87, d between 0.53 and 0.74, and NSE from -5.32 to -1.20), despite reasonable simulations of soil water for the positions between the tree rows (R2 between 0.70 and 0.80, d from 0.91 to 0.94, and NSE between 0.60 and 0.77). In view of these results, improvements should be performed in APSIM to better simulate silvopastoral systems, mainly for solar radiation transmission and tree roots growth and distribution. SIGNIFICANCE: This study allowed identifying the key drivers of competition within the studied environment and to inform where the main efforts should be targeted in building a more effective model for silvopastoral systems. This is important to help model development teams in organising and optimising their efforts. MenosCONTEXT: Silvopastoral systems aim to be more sustainable than conventional systems, increasing total pro-ductivity, diversifying agricultural production, and improving resource use efficiency. However, very few studies were performed to adapt crop models to simulate these systems. OBJECTIVE: This study investigates the current capacity of the APSIM Next Generation model to estimate Piata palisadegrass growth and soil water in different positions in a silvopastoral system with eucalyptus by looking at the impact of modelling belowground and aboveground competition separately. METHODS: A field experiment was conducted from December 2014 to January 2016 in a silvopastoral system with eucalyptus trees arranged in single rows, in East-West orientation, with 15 m between rows and 2 m between trees in the rows. This experiment was conducted under grazing management and rainfed conditions, during 11 growth cycles, with pasture variables, soil moisture and microclimatic conditions assessed at four distances from the eucalyptus north row (0.00 m, 3.75 m, 7.50 m and 11.25 m). APSIM testing was performed in two ways: focusing on belowground competition for soil water and nitrogen, using a multi-root-zone approach, and focusing on competition for solar radiation, using the measured data of solar radiation at each position. RESULTS AND CONCLUSIONS: The APSIM-Tropical Pasture model was effective in simulating pasture growth when only competition for solar radiation was considered (R2 from... Mostrar Tudo |
Palavras-Chave: |
ILPF; Tree crop interactions; Tropical pasture model. |
Thesagro: |
Brachiaria Brizantha. |
Thesaurus NAL: |
Agroforestry; Grazing; Solar radiation. |
Categoria do assunto: |
F Plantas e Produtos de Origem Vegetal |
Marc: |
LEADER 03554naa a2200265 a 4500 001 2140923 005 2023-11-08 008 2022 bl uuuu u00u1 u #d 024 7 $ahttps://doi.org/10.1016/j.agsy.2021.103302$2DOI 100 1 $aBOSI, C. 245 $aAPSIM model performance in simulating Piatã palisade grass growth and soil water in different positions of a silvopastoral system with eucalyptus.$h[electronic resource] 260 $c2022 300 $a11 p. 520 $aCONTEXT: Silvopastoral systems aim to be more sustainable than conventional systems, increasing total pro-ductivity, diversifying agricultural production, and improving resource use efficiency. However, very few studies were performed to adapt crop models to simulate these systems. OBJECTIVE: This study investigates the current capacity of the APSIM Next Generation model to estimate Piata palisadegrass growth and soil water in different positions in a silvopastoral system with eucalyptus by looking at the impact of modelling belowground and aboveground competition separately. METHODS: A field experiment was conducted from December 2014 to January 2016 in a silvopastoral system with eucalyptus trees arranged in single rows, in East-West orientation, with 15 m between rows and 2 m between trees in the rows. This experiment was conducted under grazing management and rainfed conditions, during 11 growth cycles, with pasture variables, soil moisture and microclimatic conditions assessed at four distances from the eucalyptus north row (0.00 m, 3.75 m, 7.50 m and 11.25 m). APSIM testing was performed in two ways: focusing on belowground competition for soil water and nitrogen, using a multi-root-zone approach, and focusing on competition for solar radiation, using the measured data of solar radiation at each position. RESULTS AND CONCLUSIONS: The APSIM-Tropical Pasture model was effective in simulating pasture growth when only competition for solar radiation was considered (R2 from 0.75 to 0.86, Agreement index (d) from 0.88 to 0.96, and Nash-Sutcliffe efficiency (NSE) between 0.32 and 0.85). These simulations are promising taking into account the difficulties to simulate pasture growth in silvopastoral systems with grazing; however, in systems with strong belowground competition for soil water and nutrients, this approach has strong limitations. Simulations of pasture growth were not as effective when using the multi-root-zone approach (R2 between 0.57 and 0.87, d between 0.53 and 0.74, and NSE from -5.32 to -1.20), despite reasonable simulations of soil water for the positions between the tree rows (R2 between 0.70 and 0.80, d from 0.91 to 0.94, and NSE between 0.60 and 0.77). In view of these results, improvements should be performed in APSIM to better simulate silvopastoral systems, mainly for solar radiation transmission and tree roots growth and distribution. SIGNIFICANCE: This study allowed identifying the key drivers of competition within the studied environment and to inform where the main efforts should be targeted in building a more effective model for silvopastoral systems. This is important to help model development teams in organising and optimising their efforts. 650 $aAgroforestry 650 $aGrazing 650 $aSolar radiation 650 $aBrachiaria Brizantha 653 $aILPF 653 $aTree crop interactions 653 $aTropical pasture model 700 1 $aHUTH, N. I. 700 1 $aSENTELHAS, P. C. 700 1 $aPEZZOPANE, J. R. M. 773 $tAgricultural Systems$gv.195, 2022, 103302.
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