Planted area, productivity and sugarcane production in the Eastern Brazilian Amazon
Luiz Antonio S. Cardoso
, Paulo Roberto S. Farias
, João Almiro Corrêa Soares
, Fabio Júnior de Oliveira
Abstract: This work aimed to carry out an analysis to measure the importance of sugarcane culture for the Brazilian Eastern Amazon, which comprises the States of Amapá, Mato Grosso, Pará, Tocantins and part of the State of Maranhão. For this, data on Planted Area, Productivity and Production, provided by the National Supply Company (CONAB), referring to the 2012/2013 to 2021/2022 harvests in the states of the region in question were used. Data were normalized and submitted to correlation and regression analysis between the considered variables (planted area, productivity and production), to better understand how these variables behaved and related to each other in these last 10 sugarcane harvests in the region. As a result, it was noticed that the data had a normal distribution, with some strong and moderate correlations, whether positive or positive, which coincided with the results also obtained in the regression tests. However, the identified correlations and regressions occur differently in each State, with emphasis on the State of Pará, which presented strong positive correlations for all tests carried out (planted area, productivity and production), as well as regressions considered significant. The evaluations carried out demonstrated the quality of the data used and provided greater robustness in the analysis of the variables considered, allowing a better understanding of the importance of sugarcane for the Eastern Amazon.
Keywords: correlation and regression between variables; data normality; Saccharum spp.; Statistical analysis
Citation: Soares Cardoso, L. A., Silva Farias, P. R., Corrêa Soares, J. A. & de Oliveira, F. J. (2024). Planted area, productivity and sugarcane production in the Eastern Brazilian Amazon. Bulg. J. Agric. Sci., 30(4), 686–701
References: (click to open/close) | Bezerra, J. I. M., Molter, A., Rafikov, M. & Frighetto, D. F. (2021). Biological control of the chaotic sugarcane borer-parasitoid agroecosystem. Ecological Modelling, 450. https://doi.org/10.1016/j.ecolmodel.2021.109564. Bordonal, R. O., Carvalho, J. L. N., Lal, R., Figueiredo, E. B., Oliveira, B.G. & Scala Júnior, N. L. (2018). Sustainability of sugarcane production in Brazil. A review. Agronomy for Sustainable Development, 38, 13. https://doi.org/10.1007/s13593-018-0490-x. BRASILa (2009). Decree nº6961 (Pt). Available at: https://www.planalto.gov.br/ccivil_03/_ato2007-2010/2009/decreto/d6961.htm (Accessed 03 January, 2023). BRASILb (2019). Decree nº10084 (Pt). Available at: https://www.planalto.gov.br/ccivil_03/_Ato2019-2022/2019/Decreto/D10084.htm (Accessed 03 January, 2023). Carbonari, C. A., Matos A. K. A., Brito, I. P. F. S., Velini, E. D. & Dayan, F. E. (2020). Impact of green cane harvesting on pest management in sugarcane. Outlooks on Pest Management, 31(2), 64-73. https://doi.org/10.1564/v30_apr_04. Cardoso, L. A. S., Farias, P. R. S. & Soares, J. A. C. (2022). Use of unmanned aerial vehicle in sugarcane cultivation in Brazil: a review. Sugar Tech., 24(6), 1636-1648. https://doi.org/10.1007/s12355-022-01149-9. Castro, S. G. Q., Dinardo-Miranda, L. L., Fracasso, J. V., Bordonal, R. O., Menandro, L. M. S., Franco, H. C. J. & Carvalho, J. L. N. (2019). Changes in soil pest populations caused by sugarcane straw removal in Brazil. BioEnergy Research, 12, 878-887. https://doi.org/10.1007/s12155-019-10019-4. Cezar, M. A. (2021). Advances and perspectives in the management of sugarcane rot. In: Introdução à tecnologia sucroalcooleira (Carvalho-Gonçalves L. C. T. C., eds). UFPB Publisher, João Pessoa, Brazil, 7-30 (Pt). Cheavegatti-Gianotto, A., Abreu, H. M. C., Arruda, P., Bespalhok Filho, J. C., Burnquist, W. L., Creste, S., Ciero, L., Ferro, J. A., Figueira, A. V. O., Filgueiras, T. S., Grossi-de-Sá, M. F., Guzzo, E. C., Hoffmann, H. P., Landell, M. G. A., Macedo, N., Matsuoka, S., Reinach, F. C., Romano, E., Silva, W. J., Silva Filho, M. C. & Ulian, E. C. (2011). Sugarcane (Saccharum X officinarum): a reference study for the regulation of genetically modified cultivars in Brazil. Tropical Plant Biology, 4, 62-89. https://doi.org/10.1007/s12042-011-9068-3. Cheavegatti-Gianotto, A., Gentile, A., Oldemburgo, D. A., Merheb, G. A., Sereno, M. L., Lirette, R. P., Ferreira, T. H. S. & Oliveira, W. S. (2018). Lack of detection of Bt sugarcane Cry1Ab and NptII DNA and proteins in sugarcane processing products including raw sugar. Frontiers in Bioengineering and Biotechnology, 6, 24. https://doi.org/10.3389/fbioe.2018.00024. CNA (2021). 2021/2022 sugarcane harvest will begin with expectations of an increase in production costs (Pt). Available at: https://cnabrasil.org.br/publicacoes/safra-2021-2022-de-cana-de-acucar-iniciara-com-expectativas-de-alta -nos-custos-de-producao-o (Accessed 10 January, 2023). Cohen, J. (1992). Statistical power analysis. Current Directions in Psychological Science 1(3), 98-101. https://doi.org/10.1111/1467-8721.ep10768783 CONAB (2013). Monitoring of the Brazilian sugarcane harvest, 2012/2013 harvest, fourth survey, April/2013. CONAB. CONAB Publisher, Brasília, Brazil (Pt). CONAB (2014). Monitoring of the Brazilian sugarcane harvest, 2013/2014 harvest, fourth survey, April/2014. CONAB 1. CONAB Publisher, Brasília, Brazil (Pt). CONAB (2015). Monitoring of the Brazilian sugarcane harvest, 2014/2015 harvest, fourth survey, April/2015. CONAB 1(4). CONAB Publisher, Brasília, Brazil, (Pt). CONAB (2016). Monitoring of the Brazilian sugarcane harvest, 2015/2016 harvest, fourth survey, April/2016. CONAB 2(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2017). Monitoring of the Brazilian sugarcane harvest, 2016/2017 harvest, fourth survey, April/2017. CONAB 3(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2018). Monitoring of the Brazilian sugarcane harvest, 2017/2018 harvest, fourth survey, April/2018. CONAB 4(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2019). Monitoring of the Brazilian sugarcane harvest, 2018/2019 harvest, fourth survey, April/2019. CONAB 5(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2020). Monitoring of the Brazilian sugarcane harvest, 2019/2020 harvest, fourth survey, April/2020. CONAB 6(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2021). Monitoring of the Brazilian sugarcane harvest, 2020/2021 harvest, fourth survey, May/2021. CONAB 7(4). CONAB Publisher, Brasília, Brazil (Pt). CONAB (2022). Monitoring of the Brazilian sugarcane harvest, 2021/2022 harvest, fourth survey, April/2022. CONAB 8(4). CONAB Publisher, Brasília, Brazil (Pt). Dias, H. B. & Sentelhas, P. C. (2018). Sugarcane yield gap analysis in Brazil–A multi-model approach for determining magnitudes and causes. Science of the Total Environment, 637-638, 1127-1136. https://doi.org/10.1016/j.scitotenv.2018.05.017. IBGE (2017). 2017 Agricultural Census (Pt). Available at: https://censoagro2017.ibge.gov.br/1992-novo-portal/edicao/16194-amazo nia-legal-amazonialegal-2.html (Accessed 03 January, 2023). IBGE (2020). IBGE updates Map of the Legal Amazon (Pt). Available at: https://agenciadenoticias.ibge.gov.br/agencia-sala-de-imprensa/2013-agencia-de-noticias/releases/28089-ibge-atualiza-mapa-da-amazonia-legal (Accessed 03 January, 2023). IBGE (2021a). Sugarcane production (Pt). Available at: https://www.ibge.gov.br/e xplica/producao-agropecuaria/cana-de-acucar/br (Accessed 03 January, 2023). IBGE (2021b). Legal Amazon (Pt). Available at: https://www.ibge.gov.br/geociencias/cartas-e-mapas/mapas-region ais/15819-amazonia-legal.html?=&t=o-que-e/ (Accessed 03 January, 2023). Kumar, P., Chandra, S., Singh, B., Chauhan, V. S. & Srivastava, S. (2017). PCR based RGAs strategy for identification of putative disease resistance genes analogues in sugarcane. Trends in Biosciences, 10(33), 7029-7034. Marin, F. R., Martha, G. B., Cassman, K. G. & Grassini, P. (2016). Prospects for increasing sugarcane and bioethanol production on existing crop area in Brazil. BioScience, 66(4), 307-316. https://doi.org/. Minitab (2019). Regression analysis: how to interpret R-squared and assess goodness of fit (Pt). Available at: https://blog.minitab.com/pt/analise-de-regressao-como-interpretar-o-r-quadrado-e-avaliar-a-qualidade-de-ajuste (Accessed 21 March, 2023). Müller, C., Milani, L. M., Giehl, A., Barrilli, E. T., Deoti, L., Lucaroni, A. C., Tadioto, V. & Treichel, H. (2019). Sugarcane and corn waste as raw material for 2G ethanol: current affairs and perspectives. In: Impacts of Technologies on Chemical Engineering, 3 (Voigt C. L., eds). Atena Publisher, Ponta Grossa, Brazil, 8-22 (Pt). https://doi.org/10.22533/at.ed.3191901042. Narayan, J. A., Mohan, C., Esterling, M. & Yau, Y. (2020). Development of transgenic sugarcane for insect resistance. In: Climate Change, Photosynthesis and Advanced Biofuels (Kumar A., Yau Y.-Y., Ogita S., Scheibe R., eds), Springer Publisher, Singapore, 389-405. https://doi.org/10.1007/978-981-15-5228-1_16. Nocelli, R. C. F., Roat, T. C., Socolowski, P. C. & Malaspina, O. (2017). Pest control in sugarcane and its impact on non-target flying organisms. In: Sugarcane and its impacts: an academic view (Fontanetti C. S., Bueno O. C., eds), Channel 6 Publisher, Bauru, Brazil, 89-101 (Pt). Pereira, I. A., Ferreira, M., Oliveira, B. K. S., Menezes, F. G., Peixoto, J. V. M., Mageste, J. G., Lana, R. Q. M. & Moraes, E. R. (2020). Diatraea saccharalis, (Fabr.) (Lepidoptera: Crambidae) in second-cut sugarcane fertilized with sewage sludge organomineral and biostimulant. Brazilian Journal of Development, 6(1), 2265-2271 (Pt). https://doi.org/10.34117/bjdv6n1-165. Pinto, A. S., Lopes, V. L. & Lima, A. A. (2016). Pest management. In: Sugarcane from planting to harvesting (Santos F., Borém A. eds), UFV Publisher, Viçosa, Brazil, 94-107 (Pt). Rein, P. (2013). Sugarcane engineering. Bartens Publisher, Germany (Pt). Rodrigues, G. S. S. C. & Ross, J. L. S. (2020). The trajectory of sugarcane in Brazil: geographic, historical and environmental perspectives. EDUFU Publisher, Brazil (Pt). Rumsey, D. J. (2016). Statistics for Dummies. For Dummies, United States. Silva, M. S. O., Cardoso, J. F. M., Ferreira, M. E. P., Baldo, F. B., Silva, R. S. A., Chacon-Orozco, J. G., Shapiro-Ilan, D. I., Hazir, S., Bueno, C. J. & Leite, L. G. (2021). An assessment of Steinernema rarum as a biocontrol agent in sugarcane with focus on Sphenophorus levis, host-finding ability, compatibility with vinasse and field efficacy. Agriculture, 11(6). https://doi.org/10.3390/agriculture11060500. SUDAM (2021). Amazon Legislation (Pt). Available at: https://www.gov.br/sudam/pt-br/acesso-a-informacoes/institucio nal/legislacao-da-amazonia (Accessed 03 January, 2023). Yusuf, K. A. & Caldarelli, C. E. (2018). New challenges for the sugarcane industry in Brazil. Revista de Política Agrícola, 27(2), 55-65 (Pt). |
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| Date published: 2024-08-27
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