Abstract
Conflicts between forest conservation and socio-economic development in the Brazilian Legal Amazon (BLA) have persisted for years but the effects of Indigenous territory (ITs) and protected area (PAs) status on deforestation there remain unclear. To address this issue, we analysed time-series satellite images and qualified annual forest area in the BLA under different governance and management regimes. Between 2000 and 2021, areas classified as ITs or PAs increased to cover 52% of forested areas in the BLA while accounting for only 5% of net forest loss and 12% of gross forest loss. In the years (2003–2021) after establishment, gross forest loss fell 48% in PAs subject to ‘strict protection’ and 11% in PAs subject to ‘sustainable use’. However, from 2018 to 2021 the percentage rate of annual gross forest loss in ITs/PAs was twice that of non-designated areas. Our findings reveal the vital role of, and substantial progress achieved by, ITs and PAs in Amazonian forest conservation as well as the dangers of recent weakening of Brazil’s forest policies.
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Data availability
MODIS evergreen forest maps are available at Figshare: https://figshare.com/articles/dataset/Annual_evergreen_forest_cover_maps_in_the_Brazilian_Amazon_from_2000_to_2021/21298497. MOD09A1 and MOD14A2 products are available at the US Geological Survey Land Processes Distributed Active Archive Center (LP DAAC): https://lpdaac.usgs.gov/. The PRODES project data are available from INPE: http://www.obt.inpe.br/OBT/assuntos/programas/amazonia/prodes. The GFW product is available from the University of Maryland: https://glad.earthengine.app/view/global-forest-change#dl=1;old=off;bl=off;lon=20;lat=10;zoom=3. The MapBiomas data are available from https://mapbiomas.org/en. The ITs/PAs boundary maps are available from RAISG: https://www.amazoniasocioambiental.org/en/.
Code availability
The Google Earth Engine code for evergreen forest mapping is available at Figshare: https://figshare.com/articles/software/Code_for_evergreen_forest_cover_mapping_in_the_Brazilian_Amazon_version_2_/21298725. Other code for data analysis in R x64 3.4.2, ENVI/IDL 5.2 and Matlab R2017a should be addressed to X.X. (xiangming.xiao@ou.edu).
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Acknowledgements
Y.Q. and X.X. were supported by NSF EPSCoR track 1 project (OIA-1946093), NASA ‘Geostationary Carbon Cycle Observatory (GeoCarb) Mission’ (GeoCarb Contract no. 80LARC17C0001) and NASA Science Team for the OCO Missions (80NSSC21K1077). P.F. is supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) (312450/2021-4), Financiadora de Estudos e Projetos/Rede Brasileira de Pesquisas sobre Mudanças Climáticas Globais (FINEP/Rede Clima) (01.13.0353-00) and Fundação de Amparo à Pesquisa do Estado do Amazonas (FAPEAM) (01.02.016301.000289/2021-33). We thank R. Giovanelli for his assistance on law-relevant work in Brazil.
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X.X. and Y.Q. designed the overall study plan. Y.Q. and X.X. prepared the annual evergreen forest maps. Y.Q., X.X. and F.L. carried out data processing and analysis. X.X., Y.Q. and F.L. interpreted the results. Y.Q. and X.X. drafted the manuscript and F.L., F.S.S., Y.S., E.A. and P.M.F. contributed to the writing and revision of the manuscript.
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Nature Sustainability thanks Ana Cabral, Kathryn Baragnawath and José da Silva for their contribution to the peer review of this work.
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Extended data
Extended Data Fig. 1 Spatial distribution of created years for ITs, national PAs and state PAs.
(a) ITs. (b) National protected areas (nPAs). (c) State protected areas (sPAs). States in the Brazilian Amazon: PA (Pará), AM (Amazonas), RR (Roraima), MT (Mato Grosso), MA (Maranhão), RO (Rondônia), TO (Tocantins), AC (Acre) and AP (Amapá).
Extended Data Fig. 2 Spatial distribution of national PAs (strict protection, sustainable use) and state PAs (strict protection, sustainable use).
(a) National PAs (strict protection, sustainable use). (b) State PAs (strict protection, sustainable use).
Extended Data Fig. 3 Multivariate El Niño–Southern Oscillation (ENSO) Index Version 2 (MEI).
ENSO index values are provided by the National Oceanic and Atmospheric Administration (NOAA) Physical Sciences Laboratory (PSL).
Extended Data Fig. 4 Changes in average annual forest area loss rates before and after the ITs and PAs establishment.
(a) The types of ITs and PAs. (b) The management categories of ITs and PAs.
Extended Data Fig. 5 Interannual changes of forest area estimates in the BLA from 2000 to 2021 by this study and the MapBiomas dataset.
The forest area data in 2020 from the MapBiomas dataset is the newest dataset.
Extended Data Fig. 6 Interannual changes of forest area estimates in the nine states in the BLA from 2000 to 2021 by this study and the MapBiomas dataset.
(a) Acre. (b) Amazonas. (c) Roraima. (d) Rondonia. (e) Para. (f) Amapa. (g) Mato Grosso. (h) Tocantins. (i) Maranhao.
Extended Data Fig. 7 Two hotspot regions of annual gross forest area losses in the ITs and PAs from 2002 to 2021.
Each region covers an area of ~400 km × 400 km.
Extended Data Fig. 8 Major events in laws, policies, governance and COVID-19 from 2000 to 2021, which are related to forest conservation in the BLA.
PPCDAm means the Action Plan for the Prevention and Control of Deforestation in the Legal Amazon.
Extended Data Fig. 9 Interannual changes of soybean price and live cattle futures.
(a) Soybean price. (b) Live cattle futures. The data are provided from https://www.macrotrends.net/.
Extended Data Fig. 10 Forest fire area and gross forest area loss in the ITs/PAs and BLA from 2002 to 2021.
(a) Interannual changes of forest fire areas and gross forest area loss with fire in the ITs and PAs. (b) Forest fire area, gross forest area loss with fire and gross forest area loss without fire in the ITs and PAs. (c) Forest fire area, gross forest area loss to fire and gross forest area loss without fire in the BLA.
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Qin, Y., Xiao, X., Liu, F. et al. Forest conservation in Indigenous territories and protected areas in the Brazilian Amazon. Nat Sustain 6, 295–305 (2023). https://doi.org/10.1038/s41893-022-01018-z
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DOI: https://doi.org/10.1038/s41893-022-01018-z
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