Cerrado deforestation threatens regional climate and water availability for agriculture and ecosystems
Corresponding Author
Ariane A. Rodrigues
Department of Ecology, University of Brasília, Brasília, Distrito Federal, Brazil
Correspondence
Ariane A. Rodrigues, Department of Ecology, University of Brasília, 70910-900 Brasília, Distrito Federal, Brazil.
Email: arianerodrigues@gmail.com
Search for more papers by this authorMarcia N. Macedo
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorDivino V. Silvério
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Federal Rural University of the Amazon, Capitão Poço, Pará, Brazil
Search for more papers by this authorLeandro Maracahipes
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Institute of Biology, State University of Campinas, Campinas, São Paulo, Brazil
Search for more papers by this authorMichael T. Coe
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorPaulo M. Brando
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Department of Earth System Science, University of California-Irvine, Irvine, California, USA
Search for more papers by this authorJulia Z. Shimbo
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorRaoni Rajão
Department of Production Engineering, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
Search for more papers by this authorBritaldo Soares-Filho
Center for Remote Sensing, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
Search for more papers by this authorMercedes M. C. Bustamante
Department of Ecology, University of Brasília, Brasília, Distrito Federal, Brazil
Search for more papers by this authorCorresponding Author
Ariane A. Rodrigues
Department of Ecology, University of Brasília, Brasília, Distrito Federal, Brazil
Correspondence
Ariane A. Rodrigues, Department of Ecology, University of Brasília, 70910-900 Brasília, Distrito Federal, Brazil.
Email: arianerodrigues@gmail.com
Search for more papers by this authorMarcia N. Macedo
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorDivino V. Silvério
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Federal Rural University of the Amazon, Capitão Poço, Pará, Brazil
Search for more papers by this authorLeandro Maracahipes
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Institute of Biology, State University of Campinas, Campinas, São Paulo, Brazil
Search for more papers by this authorMichael T. Coe
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorPaulo M. Brando
Woodwell Climate Research Center, Falmouth, Massachusetts, USA
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Department of Earth System Science, University of California-Irvine, Irvine, California, USA
Search for more papers by this authorJulia Z. Shimbo
Amazon Environmental Research Institute, Brasília, Distrito Federal, Brazil
Search for more papers by this authorRaoni Rajão
Department of Production Engineering, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
Search for more papers by this authorBritaldo Soares-Filho
Center for Remote Sensing, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
Search for more papers by this authorMercedes M. C. Bustamante
Department of Ecology, University of Brasília, Brasília, Distrito Federal, Brazil
Search for more papers by this authorAbstract
The Brazilian Cerrado is one of the most biodiverse savannas in the world, yet 46% of its original cover has been cleared to make way for crops and pastures. These extensive land-use transitions (LUTs) are expected to influence regional climate by reducing evapotranspiration (ET), increasing land surface temperature (LST), and ultimately reducing precipitation. Here, we quantify the impacts of LUTs on ET and LST in the Cerrado by combining MODIS satellite data with annual land use and land cover maps from 2006 to 2019. We performed regression analyses to quantify the effects of six common LUTs on ET and LST across the entire gradient of Cerrado landscapes. Results indicate that clearing forests for cropland or pasture increased average LST by ~3.5°C and reduced mean annual ET by 44% and 39%, respectively. Transitions from woody savannas to cropland or pasture increased average LST by 1.9°C and reduced mean annual ET by 27% and 21%, respectively. Converting native grasslands to cropland or pasture increased average LST by 0.9 and 0.6°C, respectively. Conversely, grassland-to-pasture transitions increased mean annual ET by 15%. To date, land changes have caused a 10% reduction in water recycled to the atmosphere annually and a 0.9°C increase in average LST across the biome, compared to the historic baseline under native vegetation. Global climate changes from increased atmospheric greenhouse gas concentrations will only exacerbate these effects. Considering potential future scenarios, we found that abandoning deforestation control policies or allowing legal deforestation to continue (at least 28.4 Mha) would further reduce yearly ET (by −9% and −3%, respectively) and increase average LST (by +0.7 and +0.3°C, respectively) by 2050. In contrast, policies encouraging zero deforestation and restoration of the 5.2 Mha of illegally deforested areas would partially offset the warming and drying impacts of land-use change.
Resumo
O Cerrado brasileiro é uma das savanas mais biodiversas do mundo. Apesar disso, 46% da sua cobertura original foi desmatada para dar lugar a cultivos agrícolas e pastos. Estas extensas transições de uso do solo (LUT) têm o potencial de influenciar o clima regional, reduzindo a evapotranspiração (ET), aumentando a temperatura da superfície terrestre (LST) e por fim reduzindo a precipitação. O objetivo deste estudo foi quantificar os impactos de LUTs sobre ET e LST no Cerrado, combinando dados do satélite MODIS com mapas anuais de uso e cobertura do solo de 2006–2019. Foram realizadas análises de regressão para quantificar os efeitos de seis LUTs usuais sobre ET e LST, ao longo de todo o gradiente de paisagens do Cerrado. Os resultados indicaram que a retirada de florestas para dar lugar à agricultura ou pastagem aumentou a LST média em ~3.5°C e reduziu a ET média anual em 44% e 39%, respectivamente. Transições de formações savânicas para agricultura ou pastagem aumentaram a LST média em 1.9°C e reduziram a ET média anual em 27% e 21%, respectivamente. A conversão de campos nativos para agricultura ou pastagem aumentou a LST média em 0.9 e 0.6°C, respectivamente. Em contrapartida, transições de formações campestres nativas para pastagens aumentaram a ET média anual em 15%. Até o momento, as mudanças de uso do solo causaram redução de 10% da água reciclada para a atmosfera anualmente e aumento de 0.9°C da LST média ao longo do bioma, em comparação com a linha de base histórica sob vegetação nativa. As mudanças climáticas globais decorrentes do aumento das concentrações atmosféricas de gases do efeito estufa irão exacerbar esses efeitos. Considerando potenciais cenários futuros, observou-se que o abandono das políticas de controle do desmatamento ou o avanço do desmatamento legal (ao menos 28.4 Mha) reduziriam a ET anual (em −9% e −3%, respectivamente) e aumentariam a LST média (em +0.7 e +0.3ºC, respectivamente) até 2050. Por outro lado, políticas que promovam desmatamento zero e restauração dos 5.2 Mha de áreas ilegalmente desmatadas compensariam parte dos impactos de aquecimento e seca causados por alterações de uso do solo.
CONFLICT OF INTEREST
The authors declare that they have no conflict of interest.
DATA AVAILABILITY STATEMENT
The data supporting our findings came from published sources cited in the reference list. ET and LST data are openly available in the Google Earth Engine repository. The digital annual maps of land cover and land use are available in the MapBiomas platform at https://mapbiomas.org/. Data on environmental debts and surpluses used for scenarios modeling are available at https://csr.ufmg.br/radiografia_do_car/. High-resolution data on land use in riparian areas are available at http://geo.fbds.org.br/. Projections for 2012–2050 land-use changes were used under license for this study and are available upon reasonable request, with permission of the authors and publishers of the original study (Rochedo et al., 2018). Derived data from this study are available online in Dryad Digital Repository at https://doi.org/10.5061/dryad.4f4qrfjfx. Correspondence and requests for materials should be addressed to the corresponding author.
Supporting Information
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Appendix S1. |
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REFERENCES
- Alencar, A., Shimbo, J. Z., Lenti, F., Marques, C. B., Zimbres, B., Rosa, M., Arruda, V., Castro, I., Ribeiro, J. F. M., Varela, V., Alencar, I., Piontekowski, V., Ribeiro, V., Bustamante, M. M. C., Sano, E. E., & Barroso, M. (2020). Mapping three decades of changes in the Brazilian savanna native vegetation using landsat data processed in the google earth engine platform. Remote Sensing, 12(6), 924. https://doi.org/10.3390/rs12060924
- Alencar, A. A., Brando, P. M., Asner, G. P., & Putz, F. E. (2015). Landscape fragmentation, severe drought, and the new Amazon forest fire regime. Ecological Applications, 25(6), 1493–1505. https://doi.org/10.1890/14-1528.1
- Anache, J. A. A., Wendland, E., Rosalem, L. M. P., Youlton, C., & Oliveira, P. T. S. (2019). Hydrological trade-offs due to different land covers and land uses in the Brazilian Cerrado. Hydrology and Earth System Sciences, 23(3), 1263–1279. https://doi.org/10.5194/hess-23-1263-2019
- Anselin, L. (1995). Local indicators of spatial association-LISA. Geographical Analysis, 27(2), 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
- Arantes, A. E., Ferreira, L. G., & Coe, M. T. (2016). The seasonal carbon and water balances of the Cerrado environment of Brazil: Past, present, and future influences of land cover and land use. ISPRS Journal of Photogrammetry and Remote Sensing, 117, 66–78. https://doi.org/10.1016/j.isprsjprs.2016.02.008
- Arias, P. A., Bellouin, N., Coppola, E., Jones, R. G., Krinner, G., Marotzke, J., Naik, V., Palmer, M. D., Plattner, G. K., Rogelj, J., Rojas, M., Sillmann, J., Storelvmo, T., Thorne, P. W., Trewin, B., Rao, K. A., Adhikary, B., Allan, R. P., Armour, K., … Zickfeld, K. (2021). Technical summary. In V. Masson-Delmotte, P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J. B. R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, & B. Zhou (Eds.), Climate change 2021: The physical science basis. Contribution of working group I to the sixth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press. https://www.ipcc.ch/report/ar6/wg1/
- Assad, E. D., & Evangelista, B. A. (1994). Análise frequencial da precipitação pluviométrica. In E. D. Assad (Ed.), Chuva nos Cerrados: Análise e Espacialização (pp. 25–42). EMBRAPA—CPAC/SPI.
- Begotti, R. A., & Peres, C. A. (2020). Rapidly escalating threats to the biodiversity and ethnocultural capital of Brazilian Indigenous Lands. Land Use Policy, 96(March), 104694. https://doi.org/10.1016/j.landusepol.2020.104694
- Bonan, G. B. (2008). Forests and climate change: Forcings, feedbacks, and the climate benefits of forests. Science, 320(5882), 1444–1449. https://doi.org/10.1126/science.1155121
- Bourlière, F., & Hadley, M. (1970). The ecology of tropical savannas. Annual Review of Ecology and Systematics, 1(1), 125–152. https://doi.org/10.1146/annurev.es.01.110170.001013
10.1146/annurev.es.01.110170.001013Google Scholar
- Brazilian Foundation for Sustainable Development. (2019). Mapeamento em Alta Resolução dos Biomas Brasileiros. Fundação Brasileira para o Desenvolvimento Sustentável. http://geo.fbds.org.br/
- Brazilian Institute of Geography and Statistics. (2004). Mapa de Biomas do Brasil—1:5.000.000. Instituto Brasileiro de Geografia e Estatística. https://www.ibge.gov.br/geociencias/cartas-e-mapas/informacoes-ambientais/15842-biomas.html?edicao=16060&t=acesso-ao-produto
- Brazilian Institute of Geography and Statistics. (2012). Manual Técnico da Vegetação Brasileira (2nd ed., Issue 1). Instituto Brasileiro de Geografia e Estatística. https://biblioteca.ibge.gov.br/index.php/biblioteca-catalogo?view=detalhes&id=263011
- Brazilian Institute of Geography and Statistics. (2017). Mapa de Vegetação do Brasil. Instituto Brasileiro de Geografia e Estatística. http://www.ibge.gov.br/geociencias/informacoes-ambientais/vegetacao/22453-cartas-1-250-000.html?=&t=acesso-ao-produto
- Bustamante, M. (2020). Tropical forests and climate change mitigation: The decisive role of environmental governance. Georgetown Journal of International Affairs, 18–21. https://gjia.georgetown.edu/2020/03/20/tropical-forests-climate-change-mitigation-role-of-environmental-governance/
- Carvalho, F. M. V., de Marco, P., & Ferreira, L. G. (2009). The Cerrado into-pieces: Habitat fragmentation as a function of landscape use in the savannas of central Brazil. Biological Conservation, 142(7), 1392–1403. https://doi.org/10.1016/j.biocon.2009.01.031
- Cava, M. G. B., Pilon, N. A. L., Ribeiro, M. C., & Durigan, G. (2018). Abandoned pastures cannot spontaneously recover the attributes of old-growth savannas. Journal of Applied Ecology, 55(3), 1164–1172. https://doi.org/10.1111/1365-2664.13046
- Coe, M. T., Brando, P. M., Deegan, L. A., Macedo, M. N., Neill, C., & Silvério, D. (2017). The forests of the Amazon and Cerrado moderate regional climate and are the key to the future. Tropical Conservation Science, 10, 194008291772067. https://doi.org/10.1177/1940082917720671
- Coe, M. T., Latrubesse, E. M., Ferreira, M. E., & Amsler, M. L. (2011). The effects of deforestation and climate variability on the streamflow of the Araguaia River, Brazil. Biogeochemistry, 105(1), 119–131. https://doi.org/10.1007/s10533-011-9582-2
- Cohn, A. S., Bhattarai, N., Campolo, J., Crompton, O., Dralle, D., Duncan, J., & Thompson, S. (2019). Forest loss in Brazil increases maximum temperatures within 50 km. Environmental Research Letters, 14(8), 084047. https://doi.org/10.1088/1748-9326/ab31fb
- Convention on Biological Diversity. (2010). Strategic plan for biodiversity 2011–2020 and the Aichi Targets. In Decisions adopted by the conference of the parties to the convention on biological diversity at its tenth meeting. Secretariat of the Convention on Biological Diversity. https://www.cbd.int/sp/
- Critical Ecosystem Partnership Fund. (2018). Ecosystem profile: Cerrado biodiversity hotspot full report. Supernova. https://www.cepf.net/our-work/biodiversity-hotspots/cerrado
- Cuartas, L. A., Cunha, A. P. M. D. A., Alves, J. A., Parra, L. M. P., Deusdará-Leal, K., Costa, L. C. O., Molina, R. D., Amore, D., Broedel, E., Seluchi, M. E., Cunningham, C., Alvalá, R. C. D. S., & Marengo, J. A. (2022). Recent hydrological droughts in Brazil and their impact on hydropower generation. Water, 14(4). https://doi.org/10.3390/w14040601
- Davidson, E. A., Araújo, A. C., Artaxo, P., Balch, J. K., Brown, I. F., Bustamante, M. M. C., Coe, M. T., DeFries, R. S., Keller, M., Longo, M., Munger, J. W., Schroeder, W., Soares-Filho, B. S., Souza, C. M., & Wofsy, S. C. (2012). The Amazon basin in transition. Nature, 481(7381), 321–328. https://doi.org/10.1038/nature10717
- Davin, E. L., & Noblet-Ducoudré, N. (2010). Climatic impact of global-scale deforestation: Radiative versus nonradiative processes. Journal of Climate, 23(1), 97–112. https://doi.org/10.1175/2009JCLI3102.1
- Embrapa Territorial. (2020). GeoMatopiba: Inteligência Territorial Estratégica para o Matopiba. www.embrapa.br/geomatopiba
- Ferrante, L., & Fearnside, P. M. (2019). Brazil's new president and ‘ruralists’ threaten Amazonia's environment, traditional peoples and the global climate. Environmental Conservation, 46(4), 261–263. https://doi.org/10.1017/S0376892919000213
- Ferraz, J. B. S., & Felício, P. E. (2010). Production systems—An example from Brazil. Meat Science, 84(2), 238–243. https://doi.org/10.1016/j.meatsci.2009.06.006
- Flach, R., Abrahão, G., Bryant, B., Scarabello, M., Soterroni, A. C., Ramos, F. M., Valin, H., Obersteiner, M., & Cohn, A. S. (2021). Conserving the Cerrado and Amazon biomes of Brazil protects the soy economy from damaging warming. World Development, 146, 105582. https://doi.org/10.1016/j.worlddev.2021.105582
- Gasparri, N. I., Kuemmerle, T., Meyfroidt, P., le Polain de Waroux, Y., & Kreft, H. (2016). The emerging soybean production frontier in Southern Africa: Conservation challenges and the role of south-south telecouplings. Conservation letters, 9(1), 21–31. https://doi.org/10.1111/conl.12173
- Grace, J., Jose, J. S., Meir, P., Miranda, H. S., & Montes, R. A. (2006). Productivity and carbon fluxes of tropical savannas. Journal of Biogeography, 33(3), 387–400. https://doi.org/10.1111/j.1365-2699.2005.01448.x
- Guidotti, V., Freitas, F. L. M., Sparovek, G., Pinto, L. F. G., Hamamura, C., Carvalho, T., & Cerignoni, F. (2017). Números detalhados do Novo Código Florestal e suas implicações para os PRAs. Sustentabilidade Em Debate, 5, 1–10. https://doi.org/10.13140/RG.2.2.23229.87526
10.13140/RG.2.2.23229.87526Google Scholar
- Hofmann, G. S., Cardoso, M. F., Alves, R. J., Weber, E. J., Barbosa, A. A., Toledo, P. M., Pontual, F. B., Salles, L. O., Hasenack, H., Cordeiro, J. L. P., Aquino, F. E., & Oliveira, L. F. B. (2021). The Brazilian Cerrado is becoming hotter and drier. Global Change Biology, 27(17), 4060–4073. https://doi.org/10.1111/gcb.15712
- Huffman, G. J., Stocker, E. F., Bolvin, D. T., Nelkin, E. J., & Tan, J. (2019). GPM IMERG final precipitation L3 1 month 0.1 degree x 0.1 degree V06 (no. 6). Goddard Earth Sciences Data and Information Services Center (GES DISC). https://doi.org/10.5067/GPM/IMERG/3B-MONTH/06
- Intergovernmental Panel on Climate Change. (2018). Summary for policymakers. In V. Masson-Delmotte, P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P. R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, R. Pidcock, S. Connors, J. B. R. Matthews, Y. Chen, X. Zhou, M. Y. Gomis, E. Lonnoy, T. Maycock, M. Tignor, & T. Waterfield (Eds.), Global warming of 1.5°C. An IPCC special report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change (pp. 3–24). https://www.ipcc.ch/sr15/
- Joly, C. A., Scarano, F. R., Seixas, C. S., Metzger, J. P., Ometto, J. P., Bustamante, M. M. C., Padgurschi, M. C. G., Pires, A. P. F., Castro, P. F. D., Gadda, T., Toledo, P., & Padgurschi, M. C. G. (2019). 1o Diagnóstico Brasileiro de Biodiversidade e Serviços Ecossistêmicos. Editora Cubo. https://doi.org/10.4322/978-85-60064-88-5
- Keys, P. W., Wang-Erlandsson, L., & Gordon, L. J. (2018). Megacity precipitationsheds reveal tele-connected water security challenges. PLoS One, 13(3), e0194311. https://doi.org/10.1371/journal.pone.0194311
- Klink, C. A., & Machado, R. B. (2005). Conservation of the Brazilian Cerrado. Conservation Biology, 19(3), 707–713. https://doi.org/10.1111/j.1523-1739.2005.00702.x
- Lahsen, M., Bustamante, M. M. C., & Dalla-Nora, E. L. (2016). Undervaluing and overexploiting the Brazilian Cerrado at our peril. Environment: Science and Policy for Sustainable Development, 58(6), 4–15. https://doi.org/10.1080/00139157.2016.1229537
10.1080/00139157.2016.1229537Google Scholar
- Lambers, H., de Britto Costa, P., Oliveira, R. S., & Silveira, F. A. O. (2020). Towards more sustainable cropping systems: Lessons from native Cerrado species. Theoretical and Experimental Plant Physiology, 32(3), 175–194. https://doi.org/10.1007/s40626-020-00180-z
- Lambin, E. F., & Meyfroidt, P. (2011). Global land use change, economic globalization, and the looming land scarcity. Proceedings of the National Academy of Sciences of the United States of America, 108(9), 3465–3472. https://doi.org/10.1073/pnas.1100480108
- Leite-Filho, A. T., Soares-Filho, B. S., Davis, J. L., Abrahão, G. M., & Börner, J. (2021). Deforestation reduces rainfall and agricultural revenues in the Brazilian Amazon. Nature Communications, 12(1), 2591. https://doi.org/10.1038/s41467-021-22840-7
- Lima, J. E. F. W., & Silva, E. M. (2005). Estimativa da superficial do Cerrado brasileiro. In A. Scariot, J. C. Souza-Silva, & J. M. Felfili (Eds.), Cerrado: Ecologia, Biodiversidade e Conservação ( 1st ed., pp. 61–72). Ministério do Meio Ambiente. https://doi.org/10.1590/S0100-69162006000300003
- Lima, J. E. F. W., & Silva, E. M. (2007). Estimativa da contribuição hídrica superficial do Cerrado para as grandes regiões hidrográficas brasileiras. Simpósio Brasileiro de Recursos Hídricos, XVII, 1–13.
- Lima, M., Silva Junior, C. A., Rausch, L., Gibbs, H. K., & Johann, J. A. (2019). Demystifying sustainable soy in Brazil. Land Use Policy, 82, 349–352. https://doi.org/10.1016/j.landusepol.2018.12.016
- Loarie, S. R., Lobell, D. B., Asner, G. P., Mu, Q., & Field, C. B. (2011). Direct impacts on local climate of sugar-cane expansion in Brazil. Nature Climate Change, 1(2), 105–109. https://doi.org/10.1038/nclimate1067
- Machida, W. S., Gomes, L., Moser, P., Castro, I. B., Miranda, S. C., da Silva-Júnior, M. C., & Bustamante, M. M. C. (2021). Long term post-fire recovery of woody plants in savannas of central Brazil. Forest Ecology and Management, 493, 119255. https://doi.org/10.1016/j.foreco.2021.119255
- Maeda, E. E., Abera, T. A., Siljander, M., Aragão, L. E. O. C., Moura, Y. M., & Heiskanen, J. (2021). Large-scale commodity agriculture exacerbates the climatic impacts of Amazonian deforestation. Proceedings of the National Academy of Sciences of the United States of America, 118(7). https://doi.org/10.1073/pnas.2023787118
- MapBiomas. (2020). Collection 5.0 of the annual series of land use and land cover maps of Brazil. Brazilian annual land use and land cover mapping project. http://mapbiomas.org
- MapBiomas. (2021). Collection 6.0 of the annual series of land use and land cover maps of Brazil. Brazilian annual land use and land cover mapping project. http://mapbiomas.org
- Marengo, J. A., Jimenez, J. C., Espinoza, J. C., Cunha, A. P., & Aragão, L. E. O. (2022). Increased climate pressure on the agricultural frontier in the Eastern Amazonia–Cerrado transition zone. Scientific Reports, 12(1). https://doi.org/10.1038/s41598-021-04241-4
- Meirelles, M. L., Franco, A. C., Farias, S. E. M., & Bracho, R. (2011). Evapotranspiration and plant-atmospheric coupling in a Brachiaria brizantha pasture in the Brazilian savannah region. Grass and Forage Science, 66(2), 206–213. https://doi.org/10.1111/j.1365-2494.2010.00777.x
- Ministry of Science, Technology, and Innovations. (2021). Fourth national communication of Brazil to the United Nations framework Convention on Climate Change. Ministry of Science, Technology and Innovations. https://unfccc.int/documents/267657
- Miralles, D. G., de Jeu, R. A. M., Gash, J. H., Holmes, T. R. H., & Dolman, A. J. (2011). Magnitude and variability of land evaporation and its components at the global scale. Hydrology and Earth System Sciences, 15(3), 967–981. https://doi.org/10.5194/hess-15-967-2011
- Mittermeier, R. A., Turner, W. R., Larsen, F. W., Brooks, T. M., & Gascon, C. (2011). Global biodiversity conservation: The critical role of hotspots. In F. E. Zachos & J. C. Habel (Eds.), Biodiversity hotspots: Distribution and protection of conservation priority areas ( 1st ed., pp. 3–22). Springer.
10.1007/978-3-642-20992-5_1Google Scholar
- Moraes, M. G., Carvalho, M. A. M., Franco, A. C., Pollock, C. J., & Figueiredo-Ribeiro, R. C. L. (2016). Fire and drought: Soluble carbohydrate storage and survival mechanisms in herbaceous plants from the Cerrado. Bioscience, 66(2), 107–117. https://doi.org/10.1093/biosci/biv178
- Myers, N., Mittermeier, R. A., Mittermeier, C. G., Fonseca, G. A. B., & Kent, J. (2000). Biodiversity hotspots for conservation priorities. Nature, 403(6772), 853–858. https://doi.org/10.1038/35002501
- National Institute for Space Research. (2022). Programa de Monitoramento da Amazônia e Demais Biomas (PRODES)—Bioma Cerrado. Instituto Nacional de Pesquisas Espaciais—Coordenação Geral de Observação da Terra. http://terrabrasilis.dpi.inpe.br/
- Neves, D. M., Dexter, K. G., Pennington, R. T., Bueno, M. L., & Oliveira Filho, A. T. (2015). Environmental and historical controls of floristic composition across the South American Dry Diagonal. Journal of Biogeography, 42(8), 1566–1576. https://doi.org/10.1111/jbi.12529
- Nobre, C. A., Sellers, P. J., & Shukla, J. (1991). Amazonian deforestation and regional climate change. Journal of Climate, 4(10), 957–988. https://doi.org/10.1175/1520-0442(1991)004<0957:ADARCC>2.0.CO;2
- Nóbrega, R. L. B., Guzha, A. C., Torres, G. N., Kovacs, K., Lamparter, G., Amorim, R. S. S., Couto, E., & Gerold, G. (2017). Effects of conversion of native cerrado vegetation to pasture on soil hydro-physical properties, evapotranspiration and streamflow on the Amazonian agricultural frontier. PLoS One, 12(6), e0179414. https://doi.org/10.1371/journal.pone.0179414
- Oliveira, R. S., Bezerra, L., Davidson, E. A., Pinto, F., Klink, C. A., Nepstad, D. C., & Moreira, A. (2005). Deep root function in soil water dynamics in Cerrado savannas of central Brazil. Functional Ecology, 19(4), 574–581. https://doi.org/10.1111/j.1365-2435.2005.01003.x
- Organisation for Economic Co-operation and Development, & Food and Agriculture Organization. (2019). OECD-FAO agricultural outlook 2019–2028. OECD Publishing, Food and Agriculture Organization of the United Nations. https://doi.org/10.1787/agr_outlook-2019-en
- Organisation for Economic Co-operation and Development, & Food and Agriculture Organization. (2021). OECD-FAO agricultural outlook 2021–2030. OECD Publishing. https://doi.org/10.1787/19428846-en
- Pennington, R. T., Lehmann, C. E. R., & Rowland, L. M. (2018). Tropical savannas and dry forests. Current Biology, 28(9), R541–R545. https://doi.org/10.1016/j.cub.2018.03.014
- Pousa, R., Costa, M. H., Pimenta, F. M., Fontes, V. C., Brito, V. F. A., & Castro, M. (2019). Climate change and intense irrigation growth in Western Bahia, Brazil: The urgent need for hydroclimatic monitoring. Water, 11(5), 933. https://doi.org/10.3390/w11050933
- Rajão, R., Soares-Filho, B., Nunes, F., Börner, J., Machado, L., Assis, D., Oliveira, A., Pinto, L., Ribeiro, V., Rausch, L., Gibbs, H., & Figueira, D. (2020). The rotten apples of Brazil's agribusiness. Science, 369(6501), 246–248. https://doi.org/10.1126/science.aba6646
- Rankin, J. (2021, September 14). Leaked EU anti-deforestation law omits fragile grasslands and wetlands. The Guardian. https://www.theguardian.com/environment/2021/sep/14/leaked-eu-anti-deforestation-law-omits-fragile-grasslands-and-wetlands
- Rattis, L., Brando, P. M., Macedo, M. N., Spera, S. A., Castanho, A. D. A., Marques, E. Q., Costa, N. Q., Silverio, D., & Coe, M. T. (2021). Climatic limit for agriculture in Brazil. Nature Climate Change, 11(12), 1098–1104. https://doi.org/10.1038/s41558-021-01214-3
- Raupp, P. P., Ferreira, M. C., Alves, M., Campos-Filho, E. M., Sartorelli, P. A. R., Consolaro, H. N., & Vieira, D. L. M. (2020). Direct seeding reduces the costs of tree planting for forest and savanna restoration. Ecological Engineering, 148, 105788. https://doi.org/10.1016/j.ecoleng.2020.105788
- Rausch, L. L., Gibbs, H. K., Schelly, I., Brandão, A., Morton, D. C., Filho, A. C., Strassburg, B., Walker, N., Noojipady, P., Barreto, P., & Meyer, D. (2019). Soy expansion in Brazil's Cerrado. Conservation Letters, 12(6). https://doi.org/10.1111/conl.12671
- Rezende, C. L., Scarano, F. R., Assad, E. D., Joly, C. A., Metzger, J. P., Strassburg, B. B. N., Tabarelli, M., Fonseca, G. A., & Mittermeier, R. A. (2018). From hotspot to hopespot: An opportunity for the Brazilian Atlantic Forest. Perspectives in Ecology and Conservation, 16(4), 208–214. https://doi.org/10.1016/j.pecon.2018.10.002
- Ribeiro, J. F., & Walter, B. M. T. (1998). Fitofisionomias do bioma Cerrado. In S. M. Sano & S. P. Almeida (Eds.), Cerrado: Ambiente e flora (pp. 87–166). Embrapa Centro de Pesquisa Agropecuária dos Cerrados.
- Rochedo, P. R. R., Soares-Filho, B., Schaeffer, R., Viola, E., Szklo, A., Lucena, A. F. P., Koberle, A., Davis, J. L., Rajão, R., & Rathmann, R. (2018). The threat of political bargaining to climate mitigation in Brazil. Nature Climate Change, 8(8), 695–698. https://doi.org/10.1038/s41558-018-0213-y
- Rother, D. C., Vidal, C. Y., Fagundes, I. C., Metran da Silva, M., Gandolfi, S., Rodrigues, R. R., Nave, A. G., Viani, R. A. G., & Brancalion, P. H. S. (2018). How legal-oriented restoration programs enhance landscape connectivity? Insights from the Brazilian Atlantic Forest. Tropical Conservation Science, 11, 194008291878507. https://doi.org/10.1177/1940082918785076
- Rudorff, B., Risso, J., Aguiar, D., Gonçalves, F., Salgado, M., Perrut, J., Oliveira, L., Virtuoso, M., Montibeller, B., Baldi, C., Rabaça, G., de Paula, H., Gerente, J., Almeida, M., Bernardo, R., Cúrcio, S., Lopes, V., & Chagas, V. (2015). Análise Geoespacial da Dinâmica das Culturas Anuais no Bioma Cerrado: 2000 a 2014. In Agrosatélite. Agrosatélite Geotecnologia Aplicada Ltda. https://agrosatelite.com.br/cases#cases
- Ruhoff, A. L., Paz, A. R., Aragao, L. E. O. C., Mu, Q., Malhi, Y., Collischonn, W., Rocha, H. R., & Running, S. W. (2013). Assessment of the MODIS global evapotranspiration algorithm using eddy covariance measurements and hydrological modelling in the Rio Grande basin. Hydrological Sciences Journal, 58(8), 1658–1676. https://doi.org/10.1080/02626667.2013.837578
- Running, S., Mu, Q., & Zhao, M. (2017). MOD16A2 MODIS/terra net evapotranspiration 8-day L4 global 500 m SIN grid V006 (no. 006). NASA EOSDIS land processes DAAC. https://doi.org/10.5067/MODIS/MOD16A2.006
10.5067/MODIS/MOD16A2.006Google Scholar
- Russo, G., Alencar, A., Ribeiro, V., Amorim, C., Shimbo, J., Lenti, F., & Castro, I. (2018). Cerrado: The Brazilian savanna's contribution to GHG emissions and to climate solutions (Issue December). Instituto de Pesquisa Ambiental da Amazônia (IPAM). https://ipam.org.br/wp-content/uploads/2018/12/Policy-Brief-Cerrado-COP24-en-1.pdf
- Salazar, A., Baldi, G., Hirota, M., Syktus, J., & McAlpine, C. (2015). Land use and land cover change impacts on the regional climate of non-Amazonian South America: A review. Global and Planetary Change, 128, 103–119. https://doi.org/10.1016/j.gloplacha.2015.02.009
- Sano, E. E., Rodrigues, A. A., Martins, E. S., Bettiol, G. M., Bustamante, M. M. C., Bezerra, A. S., Couto, A. F., Vasconcelos, V., Schüler, J., & Bolfe, E. L. (2019). Cerrado ecoregions: A spatial framework to assess and prioritize Brazilian savanna environmental diversity for conservation. Journal of Environmental Management, 232, 818–828. https://doi.org/10.1016/j.jenvman.2018.11.108
- Santos, A. B., Costa, M. H., Mantovani, E. C., Boninsenha, I., & Castro, M. (2020). A remote sensing diagnosis of water use and water stress in a region with intense irrigation growth in Brazil. Remote Sensing, 12(22), 3725. https://doi.org/10.3390/rs12223725
- Santos, A. J. B., Quesada, C. A., Silva, G. T., Maia, J. F., Miranda, H. S., Miranda, A. C., & Lloyd, J. (2004). High rates of net ecosystem carbon assimilation by Brachiara pasture in the Brazilian Cerrado. Global Change Biology, 10(5), 877–885. https://doi.org/10.1111/j.1529-8817.2003.00777.x
- Schmidt, I. B., Ferreira, M. C., Sampaio, A. B., Walter, B. M. T., Vieira, D. L. M., & Holl, K. D. (2019). Tailoring restoration interventions to the grassland-savanna-forest complex in central Brazil. Restoration Ecology, 27(5), 942–948. https://doi.org/10.1111/rec.12981
- Silva, F. A. M., Assad, E. D., & Evangelista, B. A. (2008). Caracterização Climática do Bioma Cerrado. In S. M. Sano, S. P. Almeida, & J. F. Ribeiro (Eds.), Cerrado: Ecologia e Flora (pp. 70–88). Embrapa Informação Tecnológica.
- Silva Junior, C. A., Teodoro, P. E., Delgado, R. C., Teodoro, L. P. R., Lima, M., Pantaleão, A. A., Baio, F. H. R., Azevedo, G. B., Azevedo, G. T. O. S., Capristo-Silva, G. F., Arvor, D., & Facco, C. U. (2020). Persistent fire foci in all biomes undermine the Paris Agreement in Brazil. Scientific Reports, 10(1), 16246. https://doi.org/10.1038/s41598-020-72571-w
- Silvério, D., Brando, P. M., Macedo, M. N., Beck, P. S. A., Bustamante, M., & Coe, M. T. (2015). Agricultural expansion dominates climate changes in southeastern Amazonia: The overlooked non-GHG forcing. Environmental Research Letters, 10(10), 104015. https://doi.org/10.1088/1748-9326/10/10/104015
- Soares-Filho, B., Rajão, R., Macedo, M., Carneiro, A., Costa, W., Coe, M., Rodrigues, H., & Alencar, A. (2014). Cracking Brazil's forest code. Science, 344(April), 363–364. https://doi.org/10.1126/science.124663
- Soares-Filho, B., Rajão, R., Merry, F., Rodrigues, H., Davis, J., Lima, L., Macedo, M., Coe, M., Carneiro, A., & Santiago, L. (2016). Brazil's market for trading forest certificates. PLoS One, 11(4), e0152311. https://doi.org/10.1371/journal.pone.0152311
- Soares-Filho, B. S., Cerqueira, G. C., & Pennachin, C. L. (2002). Dinamica—A stochastic cellular automata model designed to simulate the landscape dynamics in an Amazonian colonization frontier. Ecological Modelling, 154(3), 217–235. https://doi.org/10.1016/S0304-3800(02)00059-5
- Solbrig, O. T. (1996). The diversity of the savanna ecosystem. In O. T. Solbrig, E. Medina, & J. F. Silva (Eds.), Biodiversity and savana ecosystem processes: A global perspective (Vol. 121). Springer. https://doi.org/10.1007/978-3-642-78969-4
10.1007/978-3-642-78969-4_1Google Scholar
- Souza, A. A., Galvão, L. S., Korting, T. S., & Prieto, J. D. (2020). Dynamics of savanna clearing and land degradation in the newest agricultural frontier in Brazil. GIScience & Remote Sensing, 57(7), 965–984. https://doi.org/10.1080/15481603.2020.1835080
- Souza, C. M., Shimbo, J. Z., Rosa, M. R., Parente, L. L., Alencar, A. A., Rudorff, B. F. T., Hasenack, H., Matsumoto, M., Ferreira, L. G., Souza-Filho, P. W. M., Oliveira, S. W., Rocha, W. F., Fonseca, A., Marques, C. B., Diniz, C. G., Costa, D., Monteiro, D., Rosa, E. R., Vélez-Martin, E., … Azevedo, T. (2020). Reconstructing three decades of land use and land cover changes in Brazilian biomes with landsat archive and earth engine. Remote Sensing, 12(17), 2735. https://doi.org/10.3390/rs12172735
- Spera, S. A., Galford, G. L., Coe, M. T., Macedo, M. N., & Mustard, J. F. (2016). Land-use change affects water recycling in Brazil's last agricultural frontier. Global Change Biology, 22(10), 3405–3413. https://doi.org/10.1111/gcb.13298
- Spera, S. A., Winter, J. M., & Partridge, T. F. (2020). Brazilian maize yields negatively affected by climate after land clearing. Nature Sustainability, 3(10), 845–852. https://doi.org/10.1038/s41893-020-0560-3
- Spracklen, D., Arnold, S. R., & Taylor, C. M. (2012). Observations of increased tropical rainfall preceded by air passage over forests. Nature, 489(7415), 282–285. https://doi.org/10.1038/nature11390
- Strassburg, B. B. N., Brooks, T., Feltran-Barbieri, R., Iribarrem, A., Crouzeilles, R., Loyola, R., Latawiec, A. E., Oliveira Filho, F. J. B., Scaramuzza, C. A. M., Scarano, F. R., Soares-Filho, B., & Balmford, A. (2017). Moment of truth for the Cerrado hotspot. Nature Ecology & Evolution, 1(4), 0099. https://doi.org/10.1038/s41559-017-0099
- Strassburg, B. B. N., Latawiec, A. E., Barioni, L. G., Nobre, C. A., Silva, V. P., Valentim, J. F., Vianna, M., & Assad, E. D. (2014). When enough should be enough: Improving the use of current agricultural lands could meet production demands and spare natural habitats in Brazil. Global Environmental Change, 28, 84–97. https://doi.org/10.1016/j.gloenvcha.2014.06.001
- Trase. (2021). Transparency for sustainable trade. Stockholm Environment Institute. www.trase.earth
- Vieira, R. R. S., Ribeiro, B. R., Resende, F. M., Brum, F. T., Machado, N., Sales, L. P., Macedo, L., Soares-Filho, B., & Loyola, R. (2018). Compliance to Brazil's forest code will not protect biodiversity and ecosystem services. Diversity and Distributions, 24(4), 434–438. https://doi.org/10.1111/ddi.12700
- Wan, Z., Hook, S., & Hulley, G. (2015). MOD11A2 MODIS/terra land surface temperature/emissivity 8-day L3 global 1 km SIN grid V006 (no. 006). NASA EOSDIS land processes DAAC. https://doi.org/10.5067/MODIS/MOD11A2.006
10.5067/MODIS/MOD11A2.006Google Scholar
- Winckler, J., Reick, C. H., Luyssaert, S., Cescatti, A., Stoy, P. C., Lejeune, Q., Raddatz, T., Chlond, A., Heidkamp, M., & Pongratz, J. (2019). Different response of surface temperature and air temperature to deforestation in climate models. Earth System Dynamics, 10(3), 473–484. https://doi.org/10.5194/esd-10-473-2019
- Zalles, V., Hansen, M. C., Potapov, P., Stehman, S., Tyukavina, A., Pickens, A., Song, X.-P., Adusei, B., Okpa, C., Aguilar, R., John, N., & Chavez, S. (2019). Near doubling of Brazil's intensive row crop area since 2000. Proceedings of the National Academy of Sciences of the United States of America, 116(2), 428–435. https://doi.org/10.1073/pnas.1810301115
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Details
© 2022 John Wiley & Sons Ltd.
Research funding
- Conselho Nacional de Desenvolvimento Científico e Tecnológico. Grant Numbers: 141988/2020-7, Nexus-Cerrado 441463/2017-7, PELD-Tang 441703/2016-0
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior. Grant Number: 001
- Fundação de Amparo à Pesquisa do Estado de São Paulo. Grant Number: 2020/06085-1
- National Science Foundation. Grant Numbers: DEB 1457602, INFEWS 1739724
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Publication History
- 17 October 2022
- 08 September 2022
- 19 June 2022
- 28 April 2022

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