Valle D, Clark J, 2013. Conservation efforts may increase malaria burden in the Brazilian Amazon. PLoS One 8: e57519.
Laporta GZ, De Prado PIKL, Kraenkel RA, Coutinho RM, Sallum MAM, 2013. Biodiversity can help prevent malaria outbreaks in tropical forests. PLoS Negl Trop Dis 7: e2139.
Olson SH, Gangnon R, Silveira GA, Patz JA, 2010. Deforestation and malaria in Mâncio Lima County, Brazil. Emerg Infect Dis 6: 1108–1115.
Vittor AY, Gilman RH, Tielsch J, Glass G, Shields T, Sánchez-Lozano W, Pinedo VV, Patz JA, 2006. The effect of deforestation on the human-biting rate of Anopheles darlingi, the primary vector of Falciparum malaria in the Peruvian Amazon. Am J Trop Med Hyg 74: 3–11.
Vittor AY, Pan W, Gilman RH, Tielsch J, Glass G, Shields T, Sánchez-Lozano W, Pinedo VV, Salas-Cobos E, Flores S, Patz JA, 2009. Linking deforestation to malaria in the Amazon: characterization of the breeding habitat of the principal malaria vector, Anopheles darlingi. Am J Trop Med Hyg 81: 5–12.
Martens P, Hall L, 2000. Malaria on the move: human population movement and malaria transmission. Emerg Infect Dis 6: 103–1089.
McGreevy PB, Dietze R, Prata A, Hembree SC, 1989. Effects of immigration on the prevalence of malaria in rural areas of the Amazon basin of Brazil. Mem Inst Oswaldo Cruz 84: 485–491.
Singer BH, De Castro MC, 2001. Agricultural colonization and malaria on the Amazon frontier. Ann N Y Acad Sci 954: 184–222.
Caldas de Castro MC, Monte-Mór RL, Sawyer DO, Singer BH, 2006. Malaria risk on the Amazon frontier. Proc Natl Acad Sci USA 103: 2452–2457.
Caviglia-Harris JL, Sills EO, Mullan K, 2012. Migration and mobility on the Amazon frontier. Popul Environ 34: 338–369.
Vasconcelos CH, Novo ELMM, Donalisio MR, 2006. Use of remote sensing to study the influence of environmental changes on malaria distribution in the Brazilian Amazon. J Public Health (Bangkok) 22: 517–526.
Griffing SM, Viana GMR, Mixson-Hayden T, Sridaran S, Alam MT, De Oliveira AM, Barnwell JW, Escalante A, Povoa MM, Udhayakumar V, 2013. Historical shifts in Brazilian P. falciparum population structure and drug resistance alleles. PLoS One 8: e58984.
Instituto Brasileiro de Geografia e Estatística (IBGE), 2010. Brazilian Census. Available at: http://www.ibge.gov.br/english/. Accessed May 16, 2013.
HSS-BMoH, 2013. Situação epidemiológica da malária no Brasil, 2000 a 2011. Boletim Epidemiológico 44. Available at: http://portalsaude.saude.gov.br/portalsaude/index.cfm?portal=pagina.visualizarTexto&codConteudo=10252&codModuloArea=783&chamada=boletim-epidemiologico-da-malaria-_-2013. Accessed May 24, 2013.
Asner GP, Broadbent EN, Oliveira PJC, Keller M, Knapp DE, Silva JNM, 2006. Condition and fate of logged forests in the Brazilian Amazon. Proc Natl Acad Sci USA 103: 12947–12950.
Câmara G, De Morrisson Vaeriano D, Soares J, 2006. Methodology for the Calculation of Annual Deforestation Rates in the Amazon. São Paulo, Brazil: National Institute for Space Research.
Messina JP, Pan W, 2013. Different ontologies: land change science and health research. Curr Opin Environ Sustain 5: 515–521.
Hahn MB, Gangnon RE, Barcellos C, Asner GP, Patz J, 2014. Influence of deforestation, logging, and fire on malaria in the Brazilian Amazon. PLoS One 9: e85725.
Morton DC, DeFries RS, Shimabukuro YE, Anderson LO, Arai E, Del Bon Espirito-Santo F, Freitas R, Morisette J, 2006. Cropland expansion changes deforestation dynamics in the southern Brazilian Amazon. Proc Natl Acad Sci USA 103: 14637–14641.
Lambin EF, Geist HJ, Lepers E, 2003. Dynamics of land use and land cover change in tropical regions. Annu Rev Environ Resour 28: 205–241.
Atanaka-Santos M, Souza-Santos R, Czeresnia D, 2007. Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil. Cad Saude Publica 23: 1099–1112.
Rylands AB, Brandon K, 2005. Brazilian protected areas. Conserv Biol 19: 612–618.
Nolte C, Agrawal A, Silvius KM, Soares-Filho BS, 2013. Governance regime and location influence avoided deforestation success of protected areas in the Brazilian Amazon. Proc Natl Acad Sci USA 110: 4956–4961.
Schwartzman S, Zimmerman B, 2005. Conservation alliances with indigenous peoples of the Amazon. Conserv Biol 19: 721–727.
Ministerio da Saude, 2010. SIVEP-Malaria. Available at: http://portalweb04.saude.gov.br/sivep_malaria/. Accessed May 29, 2013.
Food and Agriculture Organization, 2006. Global Forest Resources Assessment 2005: Progress Towards Sustainable Forest Management. Rome, Italy: United Nations.
Foley JA, Asner GP, Costa MH, Coe MT, DeFries R, Gibbs HK, Howard EA, Olson S, Patz J, Ramankutty N, Snyder P, 2007. Amazonia revealed: forest degradation and loss of ecosystem goods and services in the Amazon Basin. Front Ecol Environ 5: 25–32.
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We respond to Valle and Clark,1 who assert that “conservation efforts may increase malaria burden in the Brazilian Amazon,” because the relationship between forest cover and malaria incidence was stronger than the effect of the deforestation rate.1 We contend that their conclusion is flawed because of limitations in their methodology that we discuss in detail. Most important are the exclusion of one-half the original data without a discussion of selection bias, the lack of model adjustment for either population growth or migration, and the crude classifications of land cover and protected areas that lead to aggregation bias.1 Of greater significance, we stress the need for caution in the interpretation of data that could have profound effects on regional land use decisions.
Authors' addresses: Micah B. Hahn and Jonathan A. Patz, Nelson Institute, Center for Sustainability and the Global Environment (SAGE), Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin, Madison, WI, E-mails: mbhahn@wisc.edu and patz@wisc.edu. Sarah H. Olson, Wildlife Conservation Society—Canada, Nanaimo, British Columbia, Canada, E-mail: solson@wcs.org. Amy Y. Vittor, Division of Infectious Diseases, Department of Medicine, University of Pennsylvania, Philadelphia, PA, and Department of Pathology, University of Texas, Galveston, TX, E-mail: amy.vittor@uphs.upenn.edu. Christovam Barcellos, Health Information Research Department, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil, E-mail: xris@fiocruz.br. William Pan, Nicholas School of the Environment, Duke University, Durham, NC, E-mail: william.pan@duke.edu.
Valle D, Clark J, 2013. Conservation efforts may increase malaria burden in the Brazilian Amazon. PLoS One 8: e57519.
Laporta GZ, De Prado PIKL, Kraenkel RA, Coutinho RM, Sallum MAM, 2013. Biodiversity can help prevent malaria outbreaks in tropical forests. PLoS Negl Trop Dis 7: e2139.
Olson SH, Gangnon R, Silveira GA, Patz JA, 2010. Deforestation and malaria in Mâncio Lima County, Brazil. Emerg Infect Dis 6: 1108–1115.
Vittor AY, Gilman RH, Tielsch J, Glass G, Shields T, Sánchez-Lozano W, Pinedo VV, Patz JA, 2006. The effect of deforestation on the human-biting rate of Anopheles darlingi, the primary vector of Falciparum malaria in the Peruvian Amazon. Am J Trop Med Hyg 74: 3–11.
Vittor AY, Pan W, Gilman RH, Tielsch J, Glass G, Shields T, Sánchez-Lozano W, Pinedo VV, Salas-Cobos E, Flores S, Patz JA, 2009. Linking deforestation to malaria in the Amazon: characterization of the breeding habitat of the principal malaria vector, Anopheles darlingi. Am J Trop Med Hyg 81: 5–12.
Martens P, Hall L, 2000. Malaria on the move: human population movement and malaria transmission. Emerg Infect Dis 6: 103–1089.
McGreevy PB, Dietze R, Prata A, Hembree SC, 1989. Effects of immigration on the prevalence of malaria in rural areas of the Amazon basin of Brazil. Mem Inst Oswaldo Cruz 84: 485–491.
Singer BH, De Castro MC, 2001. Agricultural colonization and malaria on the Amazon frontier. Ann N Y Acad Sci 954: 184–222.
Caldas de Castro MC, Monte-Mór RL, Sawyer DO, Singer BH, 2006. Malaria risk on the Amazon frontier. Proc Natl Acad Sci USA 103: 2452–2457.
Caviglia-Harris JL, Sills EO, Mullan K, 2012. Migration and mobility on the Amazon frontier. Popul Environ 34: 338–369.
Vasconcelos CH, Novo ELMM, Donalisio MR, 2006. Use of remote sensing to study the influence of environmental changes on malaria distribution in the Brazilian Amazon. J Public Health (Bangkok) 22: 517–526.
Griffing SM, Viana GMR, Mixson-Hayden T, Sridaran S, Alam MT, De Oliveira AM, Barnwell JW, Escalante A, Povoa MM, Udhayakumar V, 2013. Historical shifts in Brazilian P. falciparum population structure and drug resistance alleles. PLoS One 8: e58984.
Instituto Brasileiro de Geografia e Estatística (IBGE), 2010. Brazilian Census. Available at: http://www.ibge.gov.br/english/. Accessed May 16, 2013.
HSS-BMoH, 2013. Situação epidemiológica da malária no Brasil, 2000 a 2011. Boletim Epidemiológico 44. Available at: http://portalsaude.saude.gov.br/portalsaude/index.cfm?portal=pagina.visualizarTexto&codConteudo=10252&codModuloArea=783&chamada=boletim-epidemiologico-da-malaria-_-2013. Accessed May 24, 2013.
Asner GP, Broadbent EN, Oliveira PJC, Keller M, Knapp DE, Silva JNM, 2006. Condition and fate of logged forests in the Brazilian Amazon. Proc Natl Acad Sci USA 103: 12947–12950.
Câmara G, De Morrisson Vaeriano D, Soares J, 2006. Methodology for the Calculation of Annual Deforestation Rates in the Amazon. São Paulo, Brazil: National Institute for Space Research.
Messina JP, Pan W, 2013. Different ontologies: land change science and health research. Curr Opin Environ Sustain 5: 515–521.
Hahn MB, Gangnon RE, Barcellos C, Asner GP, Patz J, 2014. Influence of deforestation, logging, and fire on malaria in the Brazilian Amazon. PLoS One 9: e85725.
Morton DC, DeFries RS, Shimabukuro YE, Anderson LO, Arai E, Del Bon Espirito-Santo F, Freitas R, Morisette J, 2006. Cropland expansion changes deforestation dynamics in the southern Brazilian Amazon. Proc Natl Acad Sci USA 103: 14637–14641.
Lambin EF, Geist HJ, Lepers E, 2003. Dynamics of land use and land cover change in tropical regions. Annu Rev Environ Resour 28: 205–241.
Atanaka-Santos M, Souza-Santos R, Czeresnia D, 2007. Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil. Cad Saude Publica 23: 1099–1112.
Rylands AB, Brandon K, 2005. Brazilian protected areas. Conserv Biol 19: 612–618.
Nolte C, Agrawal A, Silvius KM, Soares-Filho BS, 2013. Governance regime and location influence avoided deforestation success of protected areas in the Brazilian Amazon. Proc Natl Acad Sci USA 110: 4956–4961.
Schwartzman S, Zimmerman B, 2005. Conservation alliances with indigenous peoples of the Amazon. Conserv Biol 19: 721–727.
Ministerio da Saude, 2010. SIVEP-Malaria. Available at: http://portalweb04.saude.gov.br/sivep_malaria/. Accessed May 29, 2013.
Food and Agriculture Organization, 2006. Global Forest Resources Assessment 2005: Progress Towards Sustainable Forest Management. Rome, Italy: United Nations.
Foley JA, Asner GP, Costa MH, Coe MT, DeFries R, Gibbs HK, Howard EA, Olson S, Patz J, Ramankutty N, Snyder P, 2007. Amazonia revealed: forest degradation and loss of ecosystem goods and services in the Amazon Basin. Front Ecol Environ 5: 25–32.
Past two years | Past Year | Past 30 Days | |
---|---|---|---|
Abstract Views | 1372 | 1302 | 304 |
Full Text Views | 420 | 11 | 1 |
PDF Downloads | 139 | 13 | 1 |