Multitemporal analysis and mapping of land use changes caused by sugar cane expansion in the State of São Paulo, Southeast of Brazil

Autores/as

  • Carlos Cesar Ronquim PhD in Ecology, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil
  • Eduardo Barretto de Figueiredo PhD in Vegetable Production, Assistant Professor, Federal University of São Carlos, (UFSCar) Araras, SP, Brazil
  • Marcelo Fernando Fonseca PhD in Geography, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil https://orcid.org/0000-0003-1396-0644
  • Daniela Tatiane de Souza PhD in Geography, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil https://orcid.org/0000-0002-2031-3982
  • Guilherme Amorim Ventriche Favero da Silva PhD in Production Engineering, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil https://orcid.org/0009-0003-1080-7940

DOI:

https://doi.org/10.18472/SustDeb.v15n3.2024.55634

Palabras clave:

agricultural production, conversion of areas, geotechnologies, territorial planning

Resumen

The change in land use and land cover caused by the expansion of sugar cane in a part of the State of São Paulo between 1988 and 2016 was mapped. The mapping was done automatically using orbital imagery from the Landsat Thematic Mapper (TM) satellite and by manual delimitation of polygons. During the period under study, sugarcane areas more than doubled, expanding by 1.2 million hectares, mainly over pasture, annual crops and citrus. Faced with a shortage of land, the sugar energy sector must increase productivity, but in a sustainable way. To meet this challenge, in addition to increasing productivity per hectare, the sector must expand integrated agricultural practices and promote the conservation of native vegetation. Maps generated from large-scale classification of satellite image time series provide a more detailed understanding of land use dynamics and provide valuable input for land use planning policies.

Biografía del autor/a

  • Carlos Cesar Ronquim, PhD in Ecology, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil
    Agricultural Engineer and PhD in Ecology and Natural Resources. He worked at IBAMA on forestry projects in the Amazon region. He is currently a researcher at Embrapa (since 2006). He has experience in the Agricultural and Environmental Sciences area, with an emphasis on the impact of agricultural production means on global climate change, working mainly on the following topics: impacts of changes in land use and cover, carbon sequestration, soil fertility, large crops (coffee, citrus, eucalyptus and sugar cane) and forest restoration.
  • Eduardo Barretto de Figueiredo, PhD in Vegetable Production, Assistant Professor, Federal University of São Carlos, (UFSCar) Araras, SP, Brazil
    Adjunct Professor at the Federal University of São Carlos (UFSCar), Araras campus, since 2017. Degree in Agricultural Engineering from the Faculty of Agricultural and Veterinary Sciences of Jaboticabal (1996), UNESP. Master's in Genetics and Plant Breeding, Jaboticabal (2002), UNESP. PhD in Plant Production, Jaboticabal (2012) UNESP. Postdoctoral degree from Fapesp-UNESP (2105) and University of Guelph, Canada. Experience working in several agricultural companies with projects and activities in Low Carbon Agriculture and Livestock (ABC) and Bioenergy. Line of research focused on C-CO2 emissions from agricultural soil management and Greenhouse Gas (GHG) Inventories for the agricultural sector. Collaborating researcher on projects with Embrapa Territorial and Embrapa Café.
  • Marcelo Fernando Fonseca , PhD in Geography, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil

    Bachelor's degree in Geography (2003) from the State University of Campinas - UNICAMP, with a M.Sc (2008) and PhD (2013) in the area of ​​Environmental Analysis and Territorial Dynamics from the same institution. He is currently a Geoprocessing Analyst at Embrapa (since 2013). He has experience in the area of ​​geosciences, with an emphasis on spatial analysis, working mainly on the topics: geographic and systematic cartography, geotechnologies, geoprocessing, geographic information systems, remote sensing, agricultural territorial management, planning and land use.

  • Daniela Tatiane de Souza, PhD in Geography, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil

    Economist graduated from UNESP, with a degree in Philosophy from the University of Southern Santa Catarina, and a master's and doctorate in Production Engineering from UFSCar. Engages in work in the field of socioeconomics, including agricultural, environmental, and renewable energy economics, focusing on carbon valuation and pricing, opportunity costs of forest assets, economic feasibility analysis of agribusiness markets, and economic modeling and scenario analysis.

  • Guilherme Amorim Ventriche Favero da Silva , PhD in Production Engineering, Researcher, Brazilian Agricultural Research Corporation (Embrapa), Campinas, SP, Brazil
    He has a degree in Agronomy from the Fundação Educacional de Ituverava (2020) and is currently studying for a master's degree in Agriculture and Environment at the Federal University of São Carlos (UFSCAR), starting in 2022. He works as a scholarship holder at the Brazilian Agricultural Research Corporation (Embrapa Territorial). He has experience in the area of Agronomy, with an emphasis on greenhouse gas inventories, soil carbon dynamics and management of integrated agricultural production systems.

Referencias

ADAMI, M.; RUDORFF, B. F. T.; FREITAS, R. M.; AGUIAR, D. A.; SUGAWARA, L. M.; MELLO, M. P. Remote sensing time series to evaluate direct land use change of recent expanded sugarcane crop in Brazil. Sustainability, v. 4, n. 4, p. 574-585, 2012. https://doi.org/10.3390/su4040574.

ALVARES, C. A.; STAPE, J. L.; SENTELHAS, P. C.; DE MORAES GONÇALVES, J. L.; SPAROVEK, G. Köppen’s climate classification map for Brazil. Meteorologische Zeitschrift, v. 22, n. 6, p. 711–728, 2013. https://doi.org/10.1127/0941-2948/2013/0507.

ALKIMIM, A.; SPAROVEK, G.; CLARKE, K. C. Converting Brazil's pastures to cropland: an alternative way to meet sugarcane demand and to spare forestlands. Applied Geography, v. 62, p. 75–84, 2015. https://doi.org/10.1016/j.apgeog.2015.04.008.

BARBOSA, P. I.; SZKLO, A.; GURGEL A. Sugarcane ethanol companies in Brazil: Growth challenges and strategy perspectives using Delphi and SWOT-AHP methods. Biomass and Bioenergy, v. 158, 106368, 2022. Disponível em: 10.1016/j.biombioe.2022. https://doi.org/10.1016/j.biombioe.2022.106368.

BARRETTO, A.; BERNDES, G.; SPAROVEK, G.; WIRSENIUS, S. Agricultural intensification in Brazil and its effects on land-use patterns: an analysisof the 1975–2006 period. Global Change Biolpgy, v. 19, p. 1804–1815, 2013. https://doi.org/10.1111/gcb.12174.

BERGTOLD, M. M. Indirect land use change from ethanol production: the case of sugarcane expansion at the farm level on the Brazilian Cerrado. Journal of Land Use Science, v. 12, n. 6, p. 442-456, 2017. https://doi.org/10.1080/1747423X.2017.1354937.

BICUDO DA SILVA, R. F.; MORA, N. E.; VIÑA, A.; MILLINGTON, J. D. A.; DOU, Y.; VIEIRA, S. A.; LOPEZ, M. C.; LIU, J. Toward a forest transition across the Brazilian Atlantic Forest biome. Frontiers in Forests and Global Change, v. 6, 2023. https://doi.org/10.3389/ffgc.2023.1071495.

CARVALHO, D.; MARTINS, R.; SANTOS, J.; TELES, G.; GENTILE, M.; OLIVEIRA, M. Evolution and current scenario of irrigated area in Brazil: Systematic data analysis. Revista Brasileira de Engenharia Agrícola e Ambiental, v. 24, p. 505–511, 2020. https://doi.org/10.1590/1807-1929/agriambi.v24n8p505-511.

CONAB, COMPANHIA NACIONAL DE ABASTECIMENTO, 2024. Acompanhamento da Safra Brasileira de Cana-de-açúcar, v. 12, Safra 2024/25, Segundo Levantamento, Brasília, agosto de 2024: 59 p.

DA SILVA, J. A.; DOS SANTOS GALVANIN, E. A.; DA SILVA FUZZO, D. F. Monitoring and estimation of sugarcane burning in the middle Paranapanema Basin, Brazil, using linear mixed models. In: BOCHTIS, D. D.; SØRENSEN, C. G.; FOUNTAS, S.; MOYSIADIS, V.; PARDALOS, P. M. (eds.). Information and Communication Technologies for Agriculture—Theme III: Decision. Cham: Springer, 2022. (Springer Optimization and Its Applications, v. 184). DOI: https://doi.org/10.1007/978-3-030-84152-2_12.

DE AMORIM, F. R.; JUNIOR, J. C. N.; DE ABREU, P. H. C. Risks and economic analysis of orange culture: case study of a producer from the interior of São Paulo State, Brazil. Independent Journal of Management & Production, v. 9, n. 2, p. 354-374, 2018. Disponível em: http://orcid.org/0000-0003-1618-6316.

DOS SANTOS LUCIANO, A. C.; CAMPAGNUCI, B. C. G.; LE MAIRE, G. Mapping 33 years of sugarcane evolution in São Paulo state, Brazil, using landsat imagery and generalized space-time classifiers. Remote Sensing Applications: Society and Environment, v. 26, p. 100749, 2022. https://doi.org/10.1016/j.rsase.2022.100749.

EGESKOG, A.; BARRETTO, A.; BERNDES, G.; FREITAS, F.; HOLMEN, M.; SPAROVEK, G.; TOREN, J. Actions and opinions of Brazilian farmers who shift to sugarcane: an interview-based assessment with discussion of implications for land-use change. Land Use Policy, v. 57, p. 594-604, 2016. https://doi.org/10.1016/j.landusepol.2016.06.022.

ERPEN, L.; MUNIZ, F. R.; MORAES, T. DE S.; TAVANO, E. C. DA R. Análise do cultivo da laranja no Estado de São Paulo de 2001 a 2015. Revista IPecege, 4 (1), 33–43. 2018. https://doi.org/10.22167/r.ipecege.2018.1.33.

FLORESTAR SÃO PAULO. Panorama da Silvicultura Paulista 2024. Disponível em: https://florestar.org.br/florestar-sao-paulo-lanca-panorama-da-silvicultura-paulista-2024/. Acesso em: 25 set. 2024.

FUNDECITRUS, Fundo de Defesa da Citricultura. Estimativa da safra de laranja 2024/25 do cinturão citrícola de São Paulo e Triângulo/Sudoeste Mineiro: Inventário de árvores março/2024. Araraquara, SP: FUNDECITRUS, 2024.

GILIO, L.; MORAES, M. A. F. D. Sugarcane industry’s socioeconomic impact in São Paulo, Brazil: a spatial dynamic panel approach. Energy Economics, v. 58, p. 27–37, 2016. https://doi.org/10.1016/j.eneco.2016.06.005.

GOLDEMBERG, J. Ethanol for a sustainable energy future. Science, v. 315, p. 808–810, 2007. DOI: 10.1126/science.1137013.

GUARENGHI, M. M.; GAROFALO, D. F. T.; SEABRA, J. E. A.; MOREIRA, M. M. R.; NOVAES, R. M. L.; RAMOS, N. P.; NOGUEIRA, S. F.; DE ANDRADE, C. A. Land use change net removals associated with sugarcane in Brazil. Land, v. 12, n. 3, p. 584, 2023. DOI: https://doi.org/10.3390/land12030584.

LAPOLA, D. M.; SCHALDACH, R.; ALCAMO, J.; BONDEAU, A.; KOCH, J.; KOELKING, C.; PRIESS, J. A. Indirect landuse changes can overcome carbon savings from biofuels in Brazil. Proceedings of National Academy of Sciences of the United States of America, v. 107, p. 3388–3393, 2010. https://doi.org/10.1073/pnas.0907318107.

MACHADO, P. G.; RAMPAZO, N. A. M.; PICOLI, M. C. A.; MIRANDA, C. G.; DUFT, D. G.; JESUS, K. R. E. de. Analysis of socioeconomic and environmental sensitivity of sugarcane cultivation using a Geographic Information System. Land Use Policy, v. 69, p. 64–74, 2017. https://doi.org/10.1016/j.landusepol.2017.08.039.

MIURA, M.; FREDO, C. E.; BAPTISTELLA, C. da S. L.; CAMARGO, F. P. de; COELHO, P. J.; MARTINS, V. A.; NAKAMA, L. M.; FERREIRA, T. T. Previsões e estimativas das safras agrícolas do Estado de São Paulo, ano agrícola 2023/24, Abril de 2024. Análises e Indicadores do Agronegócio, São Paulo, v. 19, n.8, p. 1-15, ago. 2024. Disponível em: http://www.iea.agricultura.sp.gov.br/ftpiea/AIA/AIA-21-2024.pdf . Acesso em: 02 dez. 2024.

MORAES, M. A. F. D.; OLIVEIRA, F. C. R.; DIAZ-CHAVEZ, R. A. Socio-economic impacts of Brazilian sugar cane industry. Environmental Development, v. 16, p. 31–43, 2016. https://doi.org/10.1016/j.envdev.2015.06.010.

NEVES, M. F.; TROMBIN, V. G.; KALAKI, R. B. Peeling back the citrus in Brazil: mapping and quantification of the Brazilian citrus chain. Citrus Research & Technology, v. 35, p. 45-60, 2014. http://dx.doi.org/10.5935/2236-3122.20140005.

NEVES, M. F.; GRAY, A. W.; BOURQUARD, B. A. Copersucar: a world leader in sugar and ethanol. International Food and Agribusiness Management Review, v. 19, n. 2, p. 207-240, 2017. DOI:10.22004/ag.econ.234963.

NOVO, A.; JANSEN, K.; SLINGERLAND, M. The sugarcane and biofuel expansion and dairy farmers’ responses in Brazil. Journal of Rural Studies, v. 28, n. 4, p. 640-649, 2012. https://doi.org/10.1016/j.jrurstud.2012.07.004.

OGURA, A. P.; DA SILVA, A. C.; CASTRO, G. B.; ESPÍNDOLA, E. L. G.; DA SILVA, A. L. An overview of the sugarcane expansion in the state of São Paulo (Brazil) over the last two decades and its environmental impacts. Sustainable Production and Consumption, v. 32, p. 66-75, 2022. https://doi.org/10.1016/j.spc.2022.04.010.

IBA – Instituto Brasileiro de Árvores. Relatório 2023. IBA, 2023. 48 p. Disponível em: file:///D:/Paper_cana_revista_Sust-amb_UNB_24/IBA_relatorio-anual-iba_2023-r.pdf. Acesso em: 25 set. 2024.

OLIVEIRA, M. D. M.; GONÇALVES, E. C. P. Custo de Produção e Rentabilidade da Produção de Borracha Natural: uma análise em tempos de crise. Análises e Indicadores do Agronegócio, São Paulo, v. 19, n. 5, p. 1-8, 2024. Disponível em: http://www.iea.agricultura.sp.gov.br/out/TerTexto.php?codTexto=16206. Acesso em: 25 set. 2024.

PALLUDETO, A. W. A.; TELLES, T. S.; SOUZA, R. F.; RODRIGUES DE MOURA, F. Sugarcane expansion and farmland prices in São Paulo State, Brazil. Agriculture & Food Security, v. 7, n. 1, p. 1-12, 2018. DOI: 10.1186/s40066-017-0141-5.

PARENTE, L.; FERREIRA, L. Assessing the spatial and occupation dynamics of the Brazilian pasturelands based on the automated classification of MODIS images from 2000 to 2016. Remote Sensing, v. 10, n. 4, p. 606, 2018. https://doi.org/10.3390/rs10040606.

PETRINI, M. A.; ROCHA, J. V.; BROWN, J. C. Mismatches between mill-cultivated sugarcane and smallholding farming in Brazil: environmental and socioeconomic impacts. Journal of Rural Studies, v. 50, p. 218–227, 2017. https://doi.org/10.1016/j.jrurstud.2017.01.009.

RONQUIM, C. C.; SILVA, R. F. B.; FIGUEIREDO, E. B.; BORDONAL, R. O.; TEIXEIRA, A. H. C.; COCHASK, T. C. D.; LEIVAS, J. F. Carbon sequestration associated to the land-use and land-cover changes in the forestry sector in Southern Brazil. Proceedings of SPIE, v. 9998, p. 1-14, 2016. https://doi.org/10.1117/12.2242094.

RONQUIM, C. C.; RODRIGUES, C. A. G.; FONSECA, M. F.; NOGUEIRA JÚNIOR, L. R. Dynamics of the natural regeneration of forest remnants in the state of São Paulo, Brazil. Sustainability in Debate, v. 15, n. 1, p. 204–215, 2024. DOI: 10.18472/SustDeb.v15n1.2024.52288.

RUDORFF, B. F. T.; AGUIAR, D. A.; SILVA, W. F.; SUGAWARA, L. M.; ADAMI, M.; MOREIRA, M. A. Studies on the rapid expansion of sugarcane for ethanol production in São Paulo State (Brazil) using Landsat data. Remote Sensing, v. 2, n. 4, p. 1057-1076, 2010. https://doi.org/10.3390/rs2041057.

SAUER, S.; LEITE, S. P. Expansão agrícola, preços e apropriação de terra por estrangeiros no Brasil. Revista de Economia e Sociologia Rural, v. 50, n. 3, p. 503-524, 2012. https://doi.org/10.1590/S0103-20032012000300007.

SHIMABUKURO, Y. E.; ARAI, E.; DA SILVA, G. M.; HOFFMANN, T. B.; DUARTE, V.; MARTINI, P. R.; DUTRA, A. C.; MATAVELI, G.; CASSOL, H. L. G.; ADAMI, M. Mapping land use and land cover classes in São Paulo state, southeast of Brazil, using Landsat-8 OLI multispectral data and the derived spectral indices and fraction images. Forests, v. 14, n. 8, p. 1669, 2023. https://doi.org/10.3390/f14081669.

SPAROVEK, G.; BARRETTO, A.; BERNDES, G.; MARTINS, S.; MAULE, R. Environmental, land use and economic implications of Brazilian sugarcane expansion 1996–2006. Mitigation and Adaptation Strategies for Global Change, v. 14, n. 3, p. 285–298, 2009. https://doi.org/10.1007/s11027-008-9164-3.

ZILBERMAN, D. Indirect land use change: much ado about (almost) nothing. Global Change Biol Bioenergy, v. 9, p. 485–488. 2017. https://doi.org/10.1111/gcbb.12368.

ZU ERMGASSEN, E.; RENIER, C.; CARVALHO, T.; GARCIA, A.; MEYFROIDT, P. Sustainable commodity sourcing requires measuring and governing land use change at multiple scales. Conservation Letters, v. 17, n. 3, p. e13016, 2024. https://doi.org/10.1111/conl.13016.

Descargas

Publicado

2024-12-21

Número

Vol. 15 Núm. 3 (2024): Sustainability in Debate / Sustentabilidade em Debate

Sección

Articles - Varia

Licencia

Derechos de autor 2024 Sustainability in Debate

Creative Commons License

Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.

La presentación de la(s) obra(s) científica(s) original(es) por parte de los autores, como titulares de los derechos de autor de los textos enviados a la revista, de conformidad con la Ley 9.610/98, implica la cesión de derechos de autor de publicaciones impresas y/o digitales a la Revista de Sustenibilidad en Debate de los artículos aprobados para fines de publicación, en un único número de la Revista, autorizando también que la(s) obra(s) científica(s) aprobada(s) se divulguen de forma gratuita, sin ningún tipo de reembolso de derechos de autor, a través del sitio web de a Revista, para leer, imprimir y/o descargar el archivo de texto, a partir de la fecha de aceptación para publicación. Por lo tanto, los autores, al presentar los artículos a la Revista y, en consecuencia, la libre cesión de derechos de autor relacionados con el trabajo científico presentado, son plenamente conscientes de que no serán remunerados por la publicación de los artículos en la revista. 

La Revista está licenciada bajo una licencia no comercial y sin derivaciones Creative Commons (No permite la realización de obras derivadas) 3.0 Brasil, con el propósito de difundir conocimientos científicos, como se indica en el sitio web de la publicación, que permite el intercambio del texto y el reconocimiento de su autoría y publicación original en esta revista.

Los autores pueden asumir contratos adicionales por separado, para la distribución no exclusiva de las obras publicadas en la revista Sustenibilidad en Debate (por ejemplo, en un capítulo de libro), siempre que se indique que los textos se publicaron originalmente en esta revista y que se menciona el DOI correspondiente. Se permite y incentiva a los autores a publicar y distribuir su texto online después de su publicación (por ejemplo, en repositorios institucionales o en sus páginas personales). 

Los autores aceptan expresamente los términos de esta Declaración de Derechos de Autor, que se aplicará a la presentación si es publicada por esta Revista.

Cómo citar

Multitemporal analysis and mapping of land use changes caused by sugar cane expansion in the State of São Paulo, Southeast of Brazil. (2024). Sustainability in Debate, 15(3), 43-60. https://doi.org/10.18472/SustDeb.v15n3.2024.55634

Artículos similares

1-10 de 52

También puede Iniciar una búsqueda de similitud avanzada para este artículo.

Artículos más leídos del mismo autor/a