{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T16:43:44Z","timestamp":1774975424697,"version":"3.50.1"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2018,11,13]],"date-time":"2018-11-13T00:00:00Z","timestamp":1542067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,11,13]],"date-time":"2018-11-13T00:00:00Z","timestamp":1542067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Nat Sustain"],"DOI":"10.1038\/s41893-018-0175-0","type":"journal-article","created":{"date-parts":[[2018,11,6]],"date-time":"2018-11-06T13:36:36Z","timestamp":1541511396000},"page":"657-664","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":162,"title":["Spatially explicit valuation of the Brazilian Amazon Forest\u2019s Ecosystem Services"],"prefix":"10.1038","volume":"1","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8620-8504","authenticated-orcid":false,"given":"Jon","family":"Strand","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7703-946X","authenticated-orcid":false,"given":"Britaldo","family":"Soares-Filho","sequence":"additional","affiliation":[]},{"given":"Marcos Heil","family":"Costa","sequence":"additional","affiliation":[]},{"given":"Ubirajara","family":"Oliveira","sequence":"additional","affiliation":[]},{"given":"Sonia Carvalho","family":"Ribeiro","sequence":"additional","affiliation":[]},{"given":"Gabrielle Ferreira","family":"Pires","sequence":"additional","affiliation":[]},{"given":"Aline","family":"Oliveira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1133-4837","authenticated-orcid":false,"given":"Raoni","family":"Raj\u00e3o","sequence":"additional","affiliation":[]},{"given":"Peter","family":"May","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0708-0264","authenticated-orcid":false,"given":"Richard","family":"van der Hoff","sequence":"additional","affiliation":[]},{"given":"Juha","family":"Siikam\u00e4ki","sequence":"additional","affiliation":[]},{"given":"Ronaldo Seroa","family":"da Motta","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Toman","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,13]]},"reference":[{"issue":"6360","key":"175_CR1","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1126\/science.aam5962","volume":"358","author":"A. Baccini","year":"2017","unstructured":"Baccini, A. et al. Tropical forests are a net carbon source based on aboveground measurements of gain and loss. Science https:\/\/doi.org\/10.1126\/science.aam5962 (2017).","journal-title":"Science"},{"key":"175_CR2","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1016\/j.gloenvcha.2014.04.002","volume":"26","author":"R Costanza","year":"2014","unstructured":"Costanza, R. et al. Changes in the global value of ecosystem services. Glob. Environ. Change 26, 152\u2013158 (2014).","journal-title":"Glob. Environ. Change"},{"key":"175_CR3","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-08707-2","volume":"7","author":"U Oliveira","year":"2017","unstructured":"Oliveira, U. et al. Biodiversity conservation gaps in the Brazilian protected areas. Sci. Rep. 7, 9141 (2017).","journal-title":"Sci. Rep."},{"key":"175_CR4","doi-asserted-by":"publisher","DOI":"10.1186\/s13021-016-0069-2","volume":"12","author":"OL Phillips","year":"2017","unstructured":"Phillips, O. L. & Brienen, R. J. W. Carbon uptake by mature Amazon forests has mitigated Amazon nations\u2019 carbon emissions. Carbon Balance Manag. 12, 1 (2017).","journal-title":"Carbon Balance Manag."},{"key":"175_CR5","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/S0921-8009(96)00066-3","volume":"20","author":"PM Fearnside","year":"1997","unstructured":"Fearnside, P. M. Environmental services as a strategy for sustainable development in rural Amazonia. Ecol. Econ. 20, 53\u201370 (1997).","journal-title":"Ecol. Econ."},{"key":"175_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1088\/1748-9326\/8\/2\/024021","volume":"8","author":"LJ Oliveira","year":"2013","unstructured":"Oliveira, L. J., Costa, M. H., Soares-Filho, B. & Coe, M. Large-scale expansion of agriculture in Amazonia may be a no-win scenario. Environ. Res. Lett. 8, 1\u201310 (2013).","journal-title":"Environ. Res. Lett."},{"key":"175_CR7","doi-asserted-by":"publisher","first-page":"10821","DOI":"10.1073\/pnas.0913048107","volume":"107","author":"B Soares-Filho","year":"2010","unstructured":"Soares-Filho, B. et al. Role of Brazilian Amazon protected areas in climate change mitigation. Proc. Natl Acad. Sci. USA 107, 10821\u201310826 (2010).","journal-title":"Proc. Natl Acad. Sci. USA"},{"key":"175_CR8","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1038\/387253a0","volume":"387","author":"R Costanza","year":"1997","unstructured":"Costanza, R. et al. The value of the world\u2019s ecosystem services and natural capital. Nature 387, 253\u2013260 (1997).","journal-title":"Nature"},{"key":"175_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ecoser.2017.09.008","volume":"28","author":"R Costanza","year":"2017","unstructured":"Costanza, R. et al. Twenty years of ecosystem services: how far have we come and how far do we still need to go?. Ecosyst. Serv. 28, 1\u201316 (2017).","journal-title":"Ecosyst. Serv."},{"key":"175_CR10","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.ecoser.2012.07.005","volume":"1","author":"R Groot","year":"2012","unstructured":"Groot, R. et al. Global estimates of the value of ecosystems and their services in monetary units. Ecosyst. Serv. 1, 50\u201361 (2012).","journal-title":"Ecosyst. Serv."},{"key":"175_CR11","unstructured":"Pearce, D, Markandya, A. & Barbier, E. Blueprint for a Green Economy (Earthscan, London, 1989)."},{"key":"175_CR12","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1126\/science.1234379","volume":"341","author":"IJ Bateman","year":"2013","unstructured":"Bateman, I. J. et al. Bringing ecosystem services into economic decision-making: land use in the United Kingdom. Science 341, 45\u201350 (2013).","journal-title":"Science"},{"key":"175_CR13","doi-asserted-by":"crossref","unstructured":"Andersen, L. E, Granger, C. W, Reis, E. J, Weinhold, D. & Wunder, S. The Dynamics of Deforestation and Economic Growth in the Brazilian Amazon 282 (Cambridge Univ. Press, Cambridge, 2002).","DOI":"10.1017\/CBO9780511493454"},{"key":"175_CR14","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1016\/j.ecolecon.2016.09.019","volume":"131","author":"J Strand","year":"2017","unstructured":"Strand, J. Modeling the marginal value of rainforest losses: a dynamic value function approach. Ecol. Econ. 131, 322\u2013329 (2017).","journal-title":"Ecol. Econ."},{"key":"175_CR15","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1016\/S0921-8009(99)00149-4","volume":"33","author":"M Torras","year":"2000","unstructured":"Torras, M. The total economic value of Amazonian deforestation, 1978\u20131993. Ecol. Econ. 33, 283\u2013297 (2000).","journal-title":"Ecol. Econ."},{"key":"175_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ecolind.2015.02.034","volume":"55","author":"M Laurila-Pant","year":"2015","unstructured":"Laurila-Pant, M., Lehikoinen, A., Uusitalo, L. & Venesj\u00e4rvi, R. How to value biodiversity in environmental management?. Ecol. Indic. 55, 1\u201311 (2015).","journal-title":"Ecol. Indic."},{"key":"175_CR17","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.gloenvcha.2017.03.005","volume":"44","author":"N Small","year":"2017","unstructured":"Small, N., Munday, M. & Durance, I. The challenge of valuing ecosystem services that have no material benefits. Glob. Environ. Chang. 44, 57\u201367 (2017).","journal-title":"Glob. Environ. Chang."},{"key":"175_CR18","doi-asserted-by":"publisher","first-page":"eaar5452","DOI":"10.1126\/science.aar5452","volume":"361","author":"TF Rangel","year":"2018","unstructured":"Rangel, T. F. et al. Modeling the ecology and evolution of biodiversity: biogeographical cradles, museums, and graves. Science 361, eaar5452 (2018).","journal-title":"Science"},{"key":"175_CR19","unstructured":"Soares-Filho, B. S. et al. Economic Valuation of Changes in the Amazon Forest Area: Economic Losses by Fires to Sustainable Timber Production (Center for Remote Sensing, Belo Horizonte, 2017)."},{"key":"175_CR20","unstructured":"Resolution n. 406 of February 2, 2009 (CONAMA, Brazil, 2009)."},{"key":"175_CR21","doi-asserted-by":"publisher","unstructured":"Oliveira, A. S. et al. Economic losses to sustainable timber production by fire in the Brazilian Amazon. Geogr. J. https:\/\/doi.org\/10.1111\/geoj.12276 (2018).","DOI":"10.1111\/geoj.12276"},{"issue":"2","key":"175_CR22","doi-asserted-by":"publisher","first-page":"eaat2340","DOI":"10.1126\/sciadv.aat2340","volume":"4","author":"Thomas E. Lovejoy","year":"2018","unstructured":"Lovejoy, T. E. & Nobre, C. Amazon tipping point. Sci. Adv. 4, https:\/\/doi.org\/10.1126\/sciadv.aat2340 (2018).","journal-title":"Science Advances"},{"key":"175_CR23","doi-asserted-by":"publisher","first-page":"6347","DOI":"10.1073\/pnas.1305499111","volume":"111","author":"PM Brando","year":"2014","unstructured":"Brando, P. M. et al. Abrupt increases in Amazonian tree mortality due to drought\u2013fire interactions. Proc. Natl Acad. Sci. USA 111, 6347\u20136352 (2014).","journal-title":"Proc. Natl Acad. Sci. USA"},{"key":"175_CR24","doi-asserted-by":"publisher","first-page":"1573","DOI":"10.1890\/10-0827.1","volume":"21","author":"RA Silvestrini","year":"2011","unstructured":"Silvestrini, R. A. et al. Simulating fire regimes in the Amazon in response to climate change and deforestation. Ecol. Appl. 21, 1573\u20131590 (2011).","journal-title":"Ecol. Appl."},{"key":"175_CR25","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/j.ecolecon.2003.11.011","volume":"49","author":"MJC Mendon\u00e7a","year":"2004","unstructured":"Mendon\u00e7a, M. J. C. et al. The economic cost of the use of fire in the Amazon. Ecol. Econ. 49, 89\u2013105 (2004).","journal-title":"Ecol. Econ."},{"key":"175_CR26","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1017\/S0376892911000671","volume":"39","author":"F Nunes","year":"2012","unstructured":"Nunes, F. et al. Economic benefits of forest conservation: assessing the potential rents from Brazil nut concessions in Madre de Dios, Peru, to channel REDD+ investments. Environ. Conserv. 39, 132\u2013143 (2012).","journal-title":"Environ. Conserv."},{"key":"175_CR27","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1016\/j.ecolecon.2016.12.035","volume":"134","author":"C Jaramillo-Giraldo","year":"2017","unstructured":"Jaramillo-Giraldo, C., Soares Filho, B., Carvalho Ribeiro, S. M. & Gon\u00e7alves, R. C. Is it possible to make rubber extraction ecologically and economically viable in the Amazon? The southern Acre and Chico Mendes Reserve case study. Ecol. Econ. 134, 186\u2013197 (2017).","journal-title":"Ecol. Econ."},{"key":"175_CR28","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1016\/j.ecoser.2018.03.016","volume":"31","author":"S Ribeiro","year":"2018","unstructured":"Ribeiro, S. et al. Can multifunctional livelihoods including recreational ecosystem services (RES) and non timber forest products (NTFP) maintain biodiverse forests in the Brazilian Amazon?. Ecosyst. Serv. 31, 517\u2013526 (2018).","journal-title":"Ecosyst. Serv."},{"key":"175_CR29","unstructured":"Fearnside, P. M In Oxford Research Encyclopedia of Environmental Science (ed. H. Shugart) (Oxford Univ. Press, Oxford, 2017)."},{"key":"175_CR30","doi-asserted-by":"publisher","first-page":"9601","DOI":"10.1073\/pnas.1215331110","volume":"110","author":"CM Stickler","year":"2013","unstructured":"Stickler, C. M. et al. Dependence of hydropower energy generation on forests in the Amazon Basin at local and regional scales. Proc. Natl Acad. Sci. 110, 9601\u20139606 (2013).","journal-title":"Proc. Natl Acad. Sci."},{"key":"175_CR31","doi-asserted-by":"publisher","first-page":"1643","DOI":"10.1175\/JHM-D-16-0133.1","volume":"18","author":"TCA Sumila","year":"2017","unstructured":"Sumila, T. C. A., Pires, G. F., Fontes, V. C. & Costa, M. H. Sources of water vapor to economically relevant regions in Amazonia and the effect of deforestation. J. Hydrometeorol. 18, 1643\u20131655 (2017).","journal-title":"J. Hydrometeorol."},{"key":"175_CR32","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1038\/s41558-018-0213-y","volume":"8","author":"PRR Rochedo","year":"2018","unstructured":"Rochedo, P. R. R. et al. The threat of political bargaining to climate mitigation in Brazil. Nat. Clim. Change 8, 695\u2013698 (2018).","journal-title":"Nat. Clim. Change"},{"key":"175_CR33","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1007\/s10584-018-2288-x","volume":"150","author":"R Van der Hoff","year":"2018","unstructured":"Van der Hoff, R., Raj\u00e3o, R. & Leroy, P. Clashing interpretations of REDD+ \u201cresults\u201d in the Amazon Fund. Clim. Change 150, 433\u2013445 (2018).","journal-title":"Clim. Change"},{"key":"175_CR34","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1038\/nature04389","volume":"440","author":"B Soares-Filho","year":"2006","unstructured":"Soares-Filho, B. et al. Modelling conservation in the Amazon basin. Nature 440, 520\u2013523 (2006).","journal-title":"Nature"},{"key":"175_CR35","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1126\/science.1246663","volume":"344","author":"B Soares-Filho","year":"2014","unstructured":"Soares-Filho, B. et al. Cracking Brazil\u2019s forest code. Science 344, 363\u2013364 (2014).","journal-title":"Science"},{"key":"175_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-016-0001-8","volume":"6","author":"H Steege","year":"2016","unstructured":"Steege, H. et al. The discovery of the Amazonian tree flora with an updated checklist of all known tree taxa. Sci. Rep. 6, 1\u201315 (2016).","journal-title":"Sci. Rep."},{"key":"175_CR37","doi-asserted-by":"publisher","first-page":"1232","DOI":"10.1111\/ddi.12489","volume":"22","author":"U Oliveira","year":"2016","unstructured":"Oliveira, U. et al. The strong influence of collection bias on biodiversity knowledge shortfalls of Brazilian terrestrial biodiversity. Divers. Distrib. 22, 1232\u20131244 (2016).","journal-title":"Divers. Distrib."},{"key":"175_CR38","unstructured":"Summary for Policymakers of the Assessment Report of the Intergovernmental Science-policy Platform on Biodiversity and Ecosystem Services on Pollinators, Pollination and Food Production (IPBES, Bonn, 2016)."},{"key":"175_CR39","unstructured":"Oliveira, U. et al. Economic Valuation of Changes in the Amazon Forest Area: Priority Areas for Biodiversity Conservation in the Brazilian Amazon (Center for Remote Sensing, Belo Horizonte, 2017)."},{"key":"175_CR40","unstructured":"Nunes, F. S., Soares Filho, B. & Rodrigues, H. Valorando a floresta em p\u00e9: a rentabilidade da castanha do Brasil no Acre. In IX Encontro Nacional da Ecoeco, Bras\u00edlia (2011)."},{"key":"175_CR41","unstructured":"Dean, W Brazil and the Struggle for Rubber: A Study in Environmental History (Studies in Environment and History) (Cambridge Univ. Press, Cambridge, 2002)"},{"key":"175_CR42","doi-asserted-by":"publisher","first-page":"558","DOI":"10.1016\/j.landusepol.2011.09.009","volume":"29","author":"MS Bowman","year":"2012","unstructured":"Bowman, M. S. et al. Persistence of cattle ranching in the Brazilian Amazon: a spatial analysis of the rationale for beef production. Land Use Policy 29, 558\u2013568 (2012).","journal-title":"Land Use Policy"},{"key":"175_CR43","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1016\/S0305-750X(03)00011-1","volume":"31","author":"PM Fearnside","year":"2003","unstructured":"Fearnside, P. M. Conservation policy in Brazilian Amazonia: understanding the dilemmas. World Dev. 31, 757\u2013779 (2003).","journal-title":"World Dev."},{"key":"175_CR44","doi-asserted-by":"publisher","first-page":"3618","DOI":"10.1002\/grl.50570","volume":"40","author":"GF Pires","year":"2013","unstructured":"Pires, G. F. & Costa, M. H. Deforestation causes different subregional effects on the Amazon bioclimatic equilibrium. Geophys. Res. Lett. 40, 3618\u20133623 (2013).","journal-title":"Geophys. Res. Lett."},{"key":"175_CR45","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/s00267-009-9337-1","volume":"44","author":"F Merry","year":"2009","unstructured":"Merry, F., Soares-Filho, B. S., Nepstad, D., Amacher, G. & Rodrigues, H. Balancing conservation and economic sustainability: the future of the Amazon timber industry. Environ. Manage. 44, 395\u2013407 (2009).","journal-title":"Environ. Manage."},{"key":"175_CR46","unstructured":"State Capitals of Brazil (Instituto Brasileiro de Geografia e Estat\u00edstica, 2010); http:\/\/downloads.ibge.gov.br\/downloads_geociencias.htm"},{"key":"175_CR47","unstructured":"State Boundaries of Brazil (Instituto Brasileiro de Geografia e Estat\u00edstica, 2015); http:\/\/mapas.ibge.gov.br\/bases-e-referenciais\/bases-cartograficas\/malhas-digitais"},{"key":"175_CR48","unstructured":"Projeto Prodes: Monitoramento da Floresta Amaz\u00f4nica Brasileira por Sat\u00e9lite (Instituto Nacional de Pesquisas Espaciais, 2017); http:\/\/www.obt.inpe.br\/prodes\/index.php"},{"key":"175_CR49","unstructured":"Limits of Biomes in Brazil (Minist\u00e9rio do Meio Ambiente, 2017); http:\/\/mapas.mma.gov.br\/i3geo\/datadownload.htm"},{"key":"175_CR50","first-page":"1","volume-title":"Geographic Information Systems for Geoscientists","author":"Graeme F. Bonham-Carter","year":"1994","unstructured":"Bonham-Carter, G. Geographic Information Systems for Geoscientists: Modelling with GIS (Pergamon, Oxford, 1994)."},{"key":"175_CR51","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1038\/35002062","volume":"403","author":"RA Houghton","year":"2000","unstructured":"Houghton, R. A. et al. Annual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon. Nature 403, 301\u2013304 (2000).","journal-title":"Nature"},{"issue":"6804","key":"175_CR52","doi-asserted-by":"publisher","first-page":"617","DOI":"10.1038\/35036559","volume":"407","author":"Myles R. Allen","year":"2000","unstructured":"Allen, M. R., Stott, P. A., Mitchell, J. F. B., Schnur, R. & Delworth, T. L. Quantifying the uncertainty inforecasts of anthropocentric climate change. Nature 407, 617\u2013620 (2000).","journal-title":"Nature"}],"container-title":["Nature Sustainability"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41893-018-0175-0","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41893-018-0175-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41893-018-0175-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,21]],"date-time":"2022-12-21T13:05:55Z","timestamp":1671627955000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41893-018-0175-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,13]]},"references-count":52,"journal-issue":{"issue":"11","published-online":{"date-parts":[[2018,11]]}},"alternative-id":["175"],"URL":"https:\/\/doi.org\/10.1038\/s41893-018-0175-0","relation":{},"ISSN":["2398-9629"],"issn-type":[{"value":"2398-9629","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,11,13]]},"assertion":[{"value":"31 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 October 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 November 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}