How canopy structural and morphological characteristics, and forage chemical composition affect a pasture-based dairy system?
DOI:
https://doi.org/10.5433/1679-0359.2021v42n6p3379Keywords:
Cynodon, Forage chemical composition, Grazing management, Megathyrsus, Urochloa.Abstract
Pasture-based systems are prevalent among small-scale family farms. Many farmers consider that the nutritional value of the plant is more relevant than the canopy structure. This study aimed to analyze the various factors related to plant structure and chemical composition that most influence milk yield per hectare under rotational stocking. The experiment was performed at the Animal Husbandry Experimental Station of the Extreme South of Bahia. Three rotational stocking systems with three forage species [Cynodon dactylon (L.) Pers. cv. Tifton 85, Urochloa brizantha (Hochst. ex A. Rich.) Stapf. cv. Xaraés, and Megathyrsus maximus Jacq. cv. Mombasa] were evaluated. Nine crossbred Holstein x Gyr cows were allocated to a balanced 3 x 3 Latin square design. The cows were rotated in three pastures every 14 days. The experimental period consisted of seven evaluation cycles of 42 days each. Cluster analysis, principal component analysis (PCA), and multivariate linear regression were the statistical techniques used to evaluate plant structure and morphological characteristics, and animal performance. Xaraés palisadegrass and Mombasa guinea grass were similar for all evaluated characteristics (P > 0.05), whereas Tifton 85 was different from them in terms of structural, morphological, and chemical composition characteristics (P < 0.05). In the PCA, 59.1% of the total variance was explained by components 1 and 2 for the structural and morphological characteristics, and forage chemical composition. Forage structural and morphological variables showed better results in the multivariate linear regression analysis for milk yield per hectare. Structural and morphological characteristics were more correlated with Mombasa guinea grass than Xaraés palisadegrass and Tifton 85. The structural and morphological characteristics of forages were the main factors determining milk yield per hectare in exclusively pasture-based systems with animals of low production.Downloads
References
Allison, C. D. (1985). Factors affecting forage intake by range ruminants: a review. Journal of Range Management, 38(4), 305-311. doi: 10.2307/3899409
Anuário Leite (2018). Indicadores, tendências e oportunidades para quem vive no setor leiteiro. São Paulo: Editora Embrapa Gado de Leite. Recuperado de https://www.embrapa.br/busca-de-publicacoes/-/publicacao/1094149/anuario-leite-2018-indicadores-tendencias-e-oportunidades-para-quem-vive-no-setor-leiteiro
Association of Official Analytical Chemists (2000). Official methods of analysis (17nd ed.). Arlington, VA: AOAC.
Barthram, G. T. (1985). Experimental techniques: the HFRO sward stick. In Barthram, G. T. (Ed.), The hill farming research organization (pp. 29-30). Midlothian: Biennial Report, HFRO.
Baumont, R., Cohen-Salmon, D., Prache, S., & Sauvant, D. (2004). A mechanistic model of intake and grazing behavior in sheep integrating sward architecture and animal decisions. Animal Feed Science and Technology, 112(1-4), 5-28. doi: 10.1016/j.anifeedsci.2003.10.005
Benvenutti, M. A., Pavetti, D. R., Poppi, D. P., Gordon, I. J., & Cangiano, C. A. (2016). Defoliation patterns and their implications for the management of vegetative tropical pastures to control intake and diet quality by cattle. Grass and Forage Science, 71(3), 424-436. doi: 10.1111/gfs.12186
Bibby, J., & Toutenburg, H. (1977). Prediction and improved estimation in linear models. Berlin, Germany: John Wiley & Sons.
Borges, B. M. M. N., Silveira, M. L., Cardoso, S. S., Moline, E. F. V., Coutinho, A. M., Neto, Lucas, F. T.,... Coutinho, E. L. M. (2017). Growth, herbage accumulation, and nutritive value of ‘Tifton 85’ bermudagrass as affected by nitrogen fertilization strategies. Crop Science, 57(6), 3333-3342. doi: 10. 2135/cropsci2016.10.0890
Carnevalli, R. A., Congio, G. F. S., Sbrissia, A. F., & Silva, S. C. (2021). Growth of Megathyrsus maximus cv. Mombaça as affected by grazing strategies and environmental seasonality. II. Dynamics of herbage accumulation. Crop and Pasture Science, 72(1), 66-74. doi: 10.1071/CP20199
Carvalho, P. C. F., Bremm, C., Mezzalira, J. C., Fonseca, L., Trindade, J. K. da, Bonnet, O. J. F.,... Laca, E. A. (2015). Can animal performance be predicted from short-term grazing processes? Animal Production Science, 55(3), 319-327. doi: 10.1071/AN14546
Castro-Montoya, J. M., & Dickhoefer, U. (2020). The nutritional value of tropical legume forages fed to ruminants as affected by their growth habit and fed form: A systematic review. Animal Feed Science and Technology, 269(1), 114642. doi: 10.1016/j.anifeedsci.2020.114641
Claessen, M. E. C., Barreto, W. O. de, Paula, J. L., & Duarte, M. N. (1997). Manual de métodos de análise de solo. Rio de Janeiro: Centro Nacional de Pesquisa de Solos, EMBRAPA.
Congio, G. F., Batalha, C. D., Chiavegato, M. B., Berndt, A., Oliveira, P. P., Frighetto, R. T.,... Silva, S. C. (2018). Strategic grazing management towards sustainable intensification at tropical pasture-based dairy systems. Science of the Total Environment, 636(1), 872-880. doi: 10.1016/j.scitotenv.2018.04.301
Delevatti, L. M., Cardoso, A. S., Barbero, R. P., Leite, R. G., Romanzini, E. P., Ruggieri, A. C., & Reis, R. A. (2019). Effect of nitrogen application rate on yield, forage quality, and animal performance in a tropical pasture. Scientific Reports, 9(1), 1-9. doi: 10.1038/s41598-019-44138-x
Demski, J. P., Arcaro, I., Jr., Gimenes, F. M. A., Toledo, L. M., Miranda, M. S., Giacomini, A. A., & Silva, G. A. (2019). Milk production and ingestive behavior of cows grazing on Marandu and Mulato II pastures under rotational stocking. Revista Brasileira de Zootecnia, 48(1), e20180231. doi: 10.1590/rbz 4820180231
Empresa Brasileira de Pesquisa Agropecuária (2018). Sistema brasileiro de classificação do solo (5a ed.). Brasília, DF: EMBRAPA - Centro Nacional de Pesquisa de Solos.
Euclides, V. P. B., Carpejani, G. C., Montagner, D. B., Nascimento, D., Jr., Barbosa, R. A., & Difante, G. S. (2018). Maintaining post‐grazing sward height of Panicum maximus (cv. Mombaça) at 50 cm led to higher animal performance compared with post grazing height of 30 cm. Grass and Forage Science, 73(1), 174-182. doi: 10.1111/gfs.12292
Fonseca, L., Carvalho, P. C. F., Mezzalira, J. C., Bremm, C., Galli, J. R., & Gregorini, P. (2013). Effect of sward surface height and level of herbage depletion on bite features of cattle grazing Sorghum bicolor swards. Journal of Animal Science, 91(9), 4357-4365. doi: 10.2527/jas.2012-5602
Fonseca, L., Mezzalira, J. C., Bremm, C., Arruda, R. S., Fº., Gonda, H. L., & Carvalho, P. C. F. (2012). Management targets for maximising the short-term herbage intake rate of cattle grazing in Sorghum bicolor. Livestock Science, 145(1-3), 205-211. doi: 10.1016/j.livsci.2012.02
Fukumoto, N. M., Damasceno, J. C., Deresz, F., Martins, C. E., Cóser, A. C., & Santos, G. T. (2010). Produção e composição do leite, consumo de matéria seca e taxa de lotação em pastagens de gramíneas tropicais manejadas sob lotação rotacionada. Revista Brasileira de Zootecnia, 39(1), 1548-1557. doi: 10. 1590/S1516-35982010000700022
Geremia, E. V., Pereira, L. E., Paiva, A. J., Oliveira, L. P., & Silva, S. C. (2014). Intake rate and nutritive value of elephant grass cv. Napier subjected to strategies of rotational stocking management. Tropical Grasslands-Forrajes Tropicales, 2(1), 51-52. doi: 10.17138/tgft(2)51-52
Gomes, F. K., Oliveira, M. D. B. L., Homem, B. G. C., Boddey, R. M., Bernardes, T. F., Gionbelli, M. P.,... Casagrande, D. R. (2018). Effects of grazing management in brachiaria grass-forage peanut pastures on canopy structure and forage intake. Journal of Animal Science, 96(9), 3837-3849. doi: 10.1093/jas/sky 236
Gregorini, P., Gunter, S. A., Bowman, M. T., Caldwell, J. D., Masino, C. A., Coblentz, W. K., & Beck, P. A. (2011). Effect of herbage depletion on short-term foraging dynamics and diet quality of steers grazing wheat pastures. Journal of Animal Science, 89(11), 3824-3830. doi: 10.2527/jas.2010-3725
Guzatti, G. C., Duchini, P. G., Sbrissia, A. F., Mezzalira, J. C., Almeida, J. G. R., Carvalho, P. C. F., & Ribeiro, H. M. N., Fº. (2017). Changes in the short‐term intake rate of herbage by heifers grazing annual grasses throughout the growing season. Grassland Science, 63(4), 255-264. doi: 10.1111/grs.12 170
Hack, E. C., Bona, A., Fº., Moraes, A., Carvalho, P. C. F., Martinichen, D., & Pereira, T. N. (2007). Características estruturais e produção de leite em pastos de capim-mombaça (Panicum maximum Jacq.) submetidos a diferentes alturas de pastejo. Ciência Rural, 37(1), 218-222. doi: 10.1590/S0103-8478200 7000100035
Holden, L. A. (1999). Comparison of methods of in vitro dry matter digestibility for ten feeds. Journal of Dairy Science, 82(8), 1791-1794. doi: 10.3168/jds.S0022-0302(99)75409-3
Homem, B. G. C., Lima, I. B. G., Spasiani, P. P., Borges, L. P., Boddey, R. M., Dubeux, J. C. B., Jr.,... Casagrande, D. R. (2021b). Palisadegrass pastures with or without nitrogen or mixed with forage peanut grazed to a similar target canopy height. 2. Effects on animal performance, forage intake and digestion, and nitrogen metabolism. Grass and Forage Science, 76(3), 1-13. doi: 10.1111/gfs.12533
Homem, B. G. C., Lima, I. B. G., Spasiani, P. P., Ferreira, I. M., Boddey, R. M., Bernardes, T. F.,... Casagrande, D. R. (2021a). Palisadegrass pastures with or without nitrogen or mixed with forage peanut grazed to a similar target canopy height. 1. Effects on herbage mass, canopy structure and forage nutritive value. Grass and Forage Science, 76(3), 1-14. doi: 10.1111/gfs.12532
Instituto Brasileiro de Geografia e Estatísticas (2018). Censo agropecuário. Recuperado de https://biblioteca.ibge.gov.br/visualizacao/periodicos/3093/agro_2017_resultados_preliminares.pdf
Jank, L., Barrios, S. C., Valle, C. B. do, Simeão, R. M., & Alves, G. F. (2014). The value of improved pastures to Brazilian beef production. Crop and Pasture Science, 65(11), 1132-1137. doi: 10.1071/CP1 3319
Lawrence, I., & Lin, K. (1989). A concordance correlation coefficient to evaluate reproducibility. Biometrics, 45(1), 255-268. doi: 10.2307/2532051
Legrand, A. L., von Keyserlingk, M. A. G., & Weary, D. M. (2009). Preference and usage of pasture versus free-stall housing by lactating dairy cattle. Journal of Dairy Science, 92(8), 3651-3658. doi: 10.3168/ jds.2008-1733
Maciel, G. A., Braga, G. J., Guimarães, R., Jr., Ramos, A. K. B., Carvalho, M. A., Fernandes, F. D.,... Jank, L. (2018). Seasonal liveweight gain of beef cattle on guineagrass pastures in the Brazilian cerrados. Agronomy Journal, 110(2), 480-487. doi: 10.2134/agronj2017.05.0262
Martha, G. B., Jr., Alves, E., & Contini, E. (2012). Land-saving approaches and beef production growth in Brazil. Agricultural Systems, 110(1), 173-177. doi: 10.1016/j.agsy.2012.03.001
Mayer, D. G., Stuart, M. A., & Swain, A. J. (1994). Regression of real-world data on model output: an appropriate overall test of validity. Agricultural Systems, 45(1), 93-104. doi: 10.1016/S0308-521X(94)9 0282-8
Muñoz, C., Letelier, P. A., Ungerfeld, E. M., Morales, J. M., Hube, S., & Pérez-Prieto, L. A. (2016). Effects of pregrazing herbage mass in late spring on enteric methane emissions, dry matter intake, and milk production of dairy cows. Journal of Dairy science, 99(10), 7945-7955. doi: 10.3168/jds.2016-10919
Oksanen, J., Blanchet, F. G., Friendly, M., Kindt, R., Legendre, P., Mcglinn, D.,… Wagner, H. (2018). Vegan: community ecology packager package. Version 2.5-2. Retrieved from https://CRAN.R-project. org/package=vegan
Oliveira, M. A., Pereira, O. G., Ribeiro, K. G., Santos, M. E. R., Chizzotti, F. H. M., & Cecon, P. R. (2011). Produção e valor nutritivo do capim-coastcross sob doses de nitrogênio e idades de rebrotação. Arquivo Brasileiro de Medicina Veterinária e Zootecnia, 63(3), 694-703. doi: 10.1590/S0102-09352011000300 022
Peel, M. C., Finlayson, B. L., & McMahon, T. A. (2007). Updated world map of the Köppen-Geiger climate classification. Hydrology and Earth System Sciences, 11(5), 1633-1644. doi: 10.5194/hess-11-1633-200 7
Pell, A. N., & Schofield, P. (1993). Computerized monitoring of gas production to measure forage digestion in vitro. Journal of Dairy Science, 76(4), 1063-1073. doi: 10.3168/jds.S0022-0302(93)77435-4
Provenza, F. D., Gregorini, P., & Carvalho, P. C. F. (2015). Synthesis: foraging decisions link plants, herbivores and human beings. Animal Production Science, 55(3), 411-425. doi: 10.1071/AN14679
R Core Team (2018). R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing. Retrieved from https://www.R-project.org/
Rouquette, F. M., Jr. (2015). Grazing systems research and impact of stocking strategies on pasture–animal production efficiencies. Crop Science, 55(6), 2513-2530. doi: 10.2135/cropsci2015.01.0062
Silva, G. P., Silva, S. C., Escobar-Guttiérrez, A., Lemaire, G., & Louarn, G. (2019). Stem elongation in Pennisetum purpureum results from a fixed pattern of vegetative development potentially enhanced by the initiation of flowering. Grass and Forage Science, 74(4), 708-719. doi: 10.1111/gfs.12449
Silva, S. C., Sbrissia, A. F., & Pereira, L. E. T. (2015). Ecophysiology of C4 forage grasses understanding plant growth for optimising their use and management. Agriculture, 5(3), 598-625. doi: 10.3390/ agriculture5030598
Silva, S. C., Uebele, M. C., Congio, G. F. S., Carnevalli, R. A., & Sbrissia, A. F. (2021). Growth of Megathyrsus maximus cv. Mombaça as affected by grazing strategies and environmental seasonality. I. Tillering dynamics and population stability. Crop and Pasture Science, 72(1), 55-65. doi: 10.1071/CP2 0198
Silveira, M. C. T., Nascimento, D., Jr., Rodrigues, C. S., Pena, K. S., Souza, S. J., Jr., Barbero, L. M.,... Silva, S. C. da. (2016). Forage sward structure of Mulato grass ('Brachiaria hybrid' ssp.) subjected to rotational stocking strategies. Australian Journal of Crop Science, 10(6), 864. doi: 10.21475/ajcs.2016. 10.06.p7568
Tedeschi, L. O. (2006). Assessment of the adequacy of mathematical models. Agricultural Systems, 89(2-3), 225-247. doi: 10.1016/j.agsy.2005.11.004
Theil, H. (1961). Economic forecasts and policy. Amsterdam: North-Holland Publishing Company.
Viu, V. (2011). Ggbiplot: a ggplot2 based biplot. R Package version 0.55. Retrieved from http://www.vince. vu/software/
Voltolini, T. V., Santos, F. A. P., Martinez, J. C., Imaizumi, H., Clarindo, R. L., & Penati, M. A. (2010). Produção e composição do leite de vacas mantidas em pastagens de capim-elefante submetidas a duas frequências de pastejo. Revista Brasileira de Zootecnia, 39(1), 121-127. doi: 10.1590/S1516-35982010 000100016
Wickham, H. (2017). Tidyverse: easily install and load the’ tidyverse’. R Package Version 1.2.1. Retrieved from https://CRAN.R-project.org/package=tidyverse
Wickham, H., & Chang, W. (2018). Devtools: tools to make developing R packages easier. R Package Version 1.12.0. Retrieved from https://CRAN.R-project.org/package=devtools
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Semina: Ciências Agrárias
![Creative Commons License](http://i.creativecommons.org/l/by-nc/4.0/88x31.png)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Semina: Ciências Agrárias adopts the CC-BY-NC license for its publications, the copyright being held by the author, in cases of republication we recommend that authors indicate first publication in this journal.
This license allows you to copy and redistribute the material in any medium or format, remix, transform and develop the material, as long as it is not for commercial purposes. And due credit must be given to the creator.
The opinions expressed by the authors of the articles are their sole responsibility.
The magazine reserves the right to make normative, orthographic and grammatical changes to the originals in order to maintain the cultured standard of the language and the credibility of the vehicle. However, it will respect the writing style of the authors. Changes, corrections or suggestions of a conceptual nature will be sent to the authors when necessary.