Cattle vaccination records question the impact of recent zero-deforestation agreements in the Amazon
Open accessAbstract
In the late 2000s, slaughterhouses across the Amazon entered into a series of agreements designed to reduce the environmental impact of the local cattle sector. In this research, we analyze the impact of these agreements using a novel dataset showing the location of cattle vaccinations in 2014. In total, we estimate that more than half of the cattle herd in Novo Progresso was vaccinated on ranchlands which were either located in protected areas, were deforested since the agreements were put into place, were subject to an official embargo due to a violation of environmental or labor laws, or were not registered in the state of Pará’s Rural Environmental Registry. The results suggest that hundreds of thousands of cattle continue to graze on areas in Southwest Pará which were meant to be excluded, per the terms of the recent cattle agreements, from the supply chain in a key Amazon cattle frontier. Our results highlight the importance of developing new systems for monitoring cattle supply chains in remote areas of the Amazon.
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The GTA is considered a reliable source of information on cattle movements.
“The GTA is considered a reliable source of information on cattle movements (Klingler et al 2018, West et al 2022).”
From Cattle supply chain fidelity in the Brazilian Amazon: key considerations for deforestation monitoring (2024) · cites this paper as Klingler et al 2018
The ‘Deforestation and the cattle agreements’ section says the GTA tracks cattle movements between farms and slaughterhouses. It does not call GTA information reliable; instead, it says accurate supply-chain traceability would require a more transparent transportation system. The ‘Discussion and conclusion’ section also describes weak mechanisms for tracing cattle origins. (LLM, conf=0.85)
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Soares-Filho, B., Rajão, R., Macedo, M., Carneiro, A., Costa, W., Coe, M., Rodrigues, H., & Alencar, A. (2014) · Science · doi:10.1126/science.1246663 · Cited by 1,133 · see citing works
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- Arima EY, Barreto P, Araújo E, Soares-Filho B (2014) Public policies can reduce tropical deforestation: lessons and challenges from Brazil. Land Use Policy 41:465-473. https://doi.org/10.1016/j.landusepol. 2014.06.026 · DOI · Paper page
- Azevedo AA, Stabile MCC, Reis TNP (2015) Commodity production in Brazil: combining zero deforestation and zero illegality. Elem Sci Anthr 3:76. 10.12952/journal.elementa.000076 · DOI
- Barreto P, Pereira R, Brandão A Jr, Baima S (2017) Os frigoríficos vão ajudar a zerar o desmatamento da Amazônia? Imazon. Instituto Centro da Vida, Belém Benatti JH, da Cunha Fischer LR (2017) New trends in land tenure and environmental regularisation laws in the Brazilian Amazon. Reg Environ Chang. https://doi.org/10.1007/s10113-017-1162-0 · DOI
- Börner J, Kis-Katos K, Hargrave J, König K (2015) Post-crackdown effectiveness of field-based Forest law enforcement in the Brazilian Amazon. PLoS One 10:e0121544. https://doi.org/10. 1371/journal.pone.0121544 · DOI
- Bowman MS (2016) Impact of foot-and-mouth disease status on defor- estation in Brazilian Amazon and cerrado municipalities between 2000 and 2010. J Environ Econ Manage 75:25-40. https://doi.org/ 10.1016/j.jeem.2015.08.003 · DOI
- Boy J, Strey S, Schönenberg R, Strey R, Weber-Santos O, Nendel C, Klingler M, Schumann C, Hartberger K, Guggenberger G (2016) Seeing the forest not for the carbon: why concentrating on land-use- induced carbon stock changes of soils in Brazil can be climate-un- friendly. Reg Environ Chang. https://doi.org/10.1007/s10113-016- 1008-1 · DOI
- Brito B, Cardoso Jr D (2015) Regularização Fundiária no Pará: afinal, qual o problema? Belém Campbell JM (2014) Speculative accumulation: property-making in the Brazilian Amazon. J Lat Am Caribb Anthropol 19:237-259. https:// doi.org/10.1111/jlca.12078 · DOI
- Campbell JM (2015) The land question in Amazonia: cadastral knowl- edge and ignorance in Brazil's tenure regularization program. PoLAR. Polit Leg Anthropol Rev 38:147-167. https://doi.org/10. 1111/plar.12091 · DOI
- Castro, EMR, de Santos, RAO, de Rocha, GM, de Sá, MER, da Silva, RNM, de Pereira, CLO (2010) Socioeconomia. In: Venturieri A, Monteiro M de A, Menezes CRC (eds) Zoneamento Ecológico- Econômico da Zona Oeste do Estado do Pará, Volume 1. Embrapa Amazônia Oriental, Belém, pp 33-116
- Cisneros E, Zhou SL, Börner J (2015) Naming and shaming for conser- vation: evidence from the Brazilian Amazon. PLoS One 10: e0136402. https://doi.org/10.1371/journal.pone.0136402 · DOI · Paper page
- Cohn AS, Mosnier A, Havlik P, Valin H, Herrero M, Schmid E, O'Hare M, Obersteiner M (2014) Cattle ranching intensification in Brazil can reduce global greenhouse gas emissions by sparing land from deforestation. Proc Natl Acad Sci 11:7236-7241. https://doi.org/10. 1073/pnas.1307163111 · DOI
- Coy M, Klingler M, Kohlhepp G (2017) De frontier até pós-frontier. Confins. https://doi.org/10.4000/confins.11683 · DOI
- Fearnside PM (2007) Brazil's Cuiabá-Santarém (BR-163) Highway: the environmental cost of paving a soybean corridor through the Amazon. Environ Manag 39:601-614. https://doi.org/10.1007/ s00267-006-0149-2 · DOI
- Garcia-Drigo I, Piketty M-G, Poccard-Chapuis R, Pacheco P, Thalês M, Abramovay R (2016) Governing the beef supply chain in the Brazilian Amazon: progress and limits in shaping the transition to- wards a sustainable development. In: International Conference on Agri-Chains and Sustainable Development. CIRAD, Montpellier, pp 16-19
- Gibbs HK, Munger J, L'Roe J, Barreto P, Pereira R, Christie M, Amaral T, Walker NF (2015a) Did ranchers and slaughterhouses respond to zero-deforestation agreements in the Brazilian Amazon? Conserv Lett 9:32-42. https://doi.org/10.1111/conl.12175 · DOI · Paper page
- Gibbs HK, Rausch L, Munger J, Schelly I, Morton DC, Noojipady P, Soares-Filho B, Barreto P, Micol L, Walker NF (2015b) Brazil's Soy Moratorium. Science (80-) 347:377-378. doi: https://doi.org/10. 1126/science.aaa0181 Greenpeace Brasil (2009) · DOI · Paper page
- Helfand SM, Castro de Rezende G (2004) The impact of sector-specific and economy-wide policy reforms on the agricultural sector in Brazil: 1980-98. Contemp Econ Policy 22:194-212. https://doi. org/10.1093/cep/byh014 · DOI
- Hoelle J (2015) Rainforest cowboys: the rise of ranching and cattle cul- ture in Western Amazonia. University of Texas Press, Austin INPE (2017) Taxas anuais do desmatamento -1988 até 2016. Proj. PRODES, In. http://www.obt.inpe.br/prodes/index.php
- INPE, Embrapa (2016) Dados TerraClass 2004, 2008, 2010, 2012, 2014.
- Macedo MN, DeFries RS, Morton DC, Stickler CM, Galford GL, Shimabukuro YE (2012) Decoupling of deforestation and soy pro- duction in the southern Amazon during the late 2000s. Proc Natl Acad Sci 109:1341-1346. https://doi.org/10.1073/pnas.1111374109 · DOI · Paper page
- Meyer C, Miller D (2015) Zero deforestation zones: the case for linking deforestation-free supply chain initiatives and jurisdictional REDD+ . J Sustain For 34:559-580. https://doi.org/10.1080/10549811.2015. 1036886 · DOI
- Moutinho P, Guerra R, Azevedo-Ramos C (2016) Achieving zero defor- estation in the Brazilian Amazon: what is missing? Elem Sci Anthr 4:125. https://doi.org/10.12952/journal.elementa.000125 · DOI
- Nepstad DC, Stickler CM, Almeida OT (2006) Globalization of the Amazon soy and beef industries: opportunities for conservation. Conserv Biol 20:1595-1603. https://doi.org/10.1111/j.1523-1739. 2006.00510.x · DOI · Paper page
- Nepstad D, Soares-Filho BS, Merry F, Lima A, Moutinho P, Carter J, Bowman M, Cattaneo A, Rodrigues H, Schwartzman S, McGrath DG, Stickler CM, Lubowski R, Piris-Cabezas P, Rivero S, Alencar A, Almeida O, Stella O (2009) The end of deforestation in the Brazilian Amazon. Science 326:1350-1351. https://doi.org/10. 1126/science.1182108 · DOI · Paper page
- Nepstad DC, McGrath DG, Stickler CM, Alencar A, Azevedo AA, Swette B, Bezerra T, DiGiano M, Shimada J, Seroa da Motta R, Armijo E, Castello L, Brando PM, Hansen MC, McGrath-Horn M, Carvalho O, Hess L (2014) Slowing Amazon deforestation through public policy and interventions in beef and soy supply chains. Science (80-) 344:1118-1123. https://doi.org/10.1126/ science.1248525 · DOI · Paper page
- Pacheco P, Benatti JH (2015) Tenure security and land appropriation under changing environmental governance in lowland Bolivia and Pará. Forests 6:464-491. https://doi.org/10.3390/f6020464 · DOI
- Rausch L, Gibbs HK (2016) Property arrangements and soy governance in the Brazilian state of Mato Grosso: implications for deforestation- free production. Land 5:7. https://doi.org/10.3390/land5020007 · DOI
- Richards PD, VanWey L (2015) Farm-scale distribution of deforestation and remaining forest cover in Mato Grosso. Nat Clim Chang 6:418- 425. https://doi.org/10.1038/nclimate2854 · DOI
- Richards PD, Myers RJ, Swinton SM, Walker RT (2012) Exchange rates, soybean supply response, and deforestation in South America. Glob Environ Chang 22:454-462. https://doi.org/10.1016/j.gloenvcha. 2012.01.004 · DOI · Paper page
- Richards PD, Walker RT, Arima EY (2014) Spatially complex land change: the indirect effect of Brazil's agricultural sector on land use in Amazonia. Glob Environ Chang 29:1-9. https://doi.org/10. 1016/j.gloenvcha.2014.06.011 · DOI · Paper page
- Rudorff BFT, Adami M, Aguiar DA, Moreira MA, Mello MP, Fabiani L, Amaral DF, Pires BM (2011) The soy moratorium in the Amazon biome monitored by remote sensing images. Remote Sens 3:185- 202. https://doi.org/10.3390/rs3010185 · DOI · Paper page
- Sills EO, Herrera D, Kirkpatrick AJ, Brandão A, Dickson R, Hall S, Pattanayak S, Shoch D, Vedoveto M, Young L, Pfaff A (2015) Estimating the impacts of local policy innovation: the synthetic con- trol method applied to tropical deforestation. PLoS One 10:1-15. https://doi.org/10.1371/journal.pone.0132590 · DOI
- Sousa PQ (2016) Decreasing deforestation in the southern Brazilian Amazon-the role of administrative sanctions in Mato Grosso state. Forests 7:1-22. https://doi.org/10.3390/f7030066 · DOI
- Stickler CM, Nepstad DC, Azevedo AA, McGrath DG (2013) Defending public interests in private lands: compliance, costs and potential environmental consequences of the Brazilian Forest code in Mato Grosso. Philos Trans R Soc B Biol Sci 368:20120160-20120160. https://doi.org/10.1098/rstb.2012.0160 · DOI
- Walker R, Browder J, Arima E, Simmons C, Pereira R, Caldas M, Shirota R, de ZS (2009) Ranching and the new global range: Amazônia in the 21st century. Geoforum 40:732-745. https://doi.org/10.1016/j. geoforum.2008.10.009 · DOI · Paper page
Cited by
Sorted by citations
Protected areas still used to produce brazil’s cattle
West, T. A. P., Rausch, L., Munger, J., & Gibbs, H. K. (2022) · Conservation Letters · doi:10.1111/conl.12916 · Cited by 18 · see citing works
Skidmore, M. E., Barrozo, M., Rausch, L., & Gibbs, H. K. (2024) · Environmental Research Letters · doi:10.1088/1748-9326/ad7a0d · Cited by 7 · see citing works
- Authors
- Klingler, M., Richards, P. D., & Ossner, R.
- Affiliations
- Universität Innsbruck (AT)
- United States Agency for International Development (US)
- Corresponding author
- Klingler, Michael
- Venue
- Regional Environmental Change
- Published
- 2017-11-06
- Volume
- 18
- Issue
- 1
- Pages
- 33-46
- ISSN
- 1436-378X (ISSN-L)
- 1436-3798
- OpenAlex
- W2766461592
- Cited by
- 52
- References
- 1
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 4 · 2023: 8 · 2022: 6 · 2021: 7 · 2020: 8 · 2019: 5 · 2018: 6 · 2017: 2
- FWCI
- 3.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Regional Environmental Change (publishedVersion, cc-by)
- Digital Library of the University of Innsbruck (University of Innsbruck) (submittedVersion, cc-by)
- Funders
- BMBF (01LL09021)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
- Physical Sciences › Environmental Science › Ecology › Oil Palm Production and Sustainability
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Livestock Farming and Management
- Keywords
- cattle ranching, deforestation, protected areas, Rural Environmental Registry, supply chain monitoring, Pará
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