Abstract
Deforestation and land use change (LUC) to expand the agricultural frontier in the Brazilian Amazon deplete soil carbon (C) stocks, and negatively impact climate regulation. The variety of soil types, land-transition options, and management practices present in the Amazon region require detailed inventories to reduce the uncertainties associated with estimates of soil C change. Therefore, we conducted a study covering ca. 1 million hectares to estimate the soil C stock changes due to LUC in Paragominas and Santarém, Pará state, eastern Brazilian Amazon, for the period of 1990–2010. Soil C stocks for 1990 were modeled based on land cover at the time. In 2010, we carried out a field work taking soil samples to measure soil C stock changes in 356 transects across contrasting land uses (logged and burnt forest, young secondary forest, intermediate secondary forest, old secondary forest, pasture, and cropland). The response ratios for the conversion from undisturbed forest to new land uses were calculated considering the differences in soil C stocks, with the undisturbed forest as reference. Between 1990 and 2010, LUC induced a total loss of 1.51 Tg C year-1 (over an area of 7350 km2). For this period, the uncertainty of estimates was ± 23.2%. The land transitions to pasture and cropland were the main drivers of soil C losses. Thus, deforestation contributes to climate change not only through losses of forest biomass but also subsequently soil C losses. These results can inform national and international climate change initiatives associated with LUC in the eastern Brazilian Amazon.
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References
Aragão LEOC, Shimabukuro YE (2010) The incidence of fire in Amazonian forests with implications for REDD. Science 328:1275–1278 http://science.sciencemag.org/content/328/5983/1275
Azevedo TR, Junior CC, Junior AB, Cremer MS, Piatto M et al (2018) SEEG initiative estimates of Brazilian greenhouse gas emissions from 1970 to 2015. Sci Data 5:1–43. https://doi.org/10.1038/sdata.2018.45
Batjesm NH, Dijkshoorn JA (1999) Carbon and nitrogen stocks in the soils of the Amazon Region. Geoderma 89:273–286. https://doi.org/10.1016/S0016-7061(98)00086-X
Batjes NH (2011) Research needs for monitoring, reporting and verifying soil carbon benefits in sustainable land management and GHG mitigation projects. In: De Brogniez D, Mayaux P, Montanarella L (eds) Monitoring reporting and verifications systems for carbon in soils and vegetation in African, Caribbean and Pacific countries. European Commission. Joint Research Center, Brussels, pp 27–39
Barlow J, Peres CA (2008) Fire-mediated dieback and compositional cascade in an Amazonian forest. Philos Trans R Soc B 363:1787–1794. https://doi.org/10.1098/rstb.2007.0013
Brando PM, Soares-Filho B, Rodrigues L, Assunção A, Morton D et al (2020) The gathering firestorm in southern Amazonia. SciAdv 6:1–9 http://advances.sciencemag.org/content/6/2/eaay1632
Brasil (2017) Estimativas anuais de emissões de gases de 665 efeito estufa no Brasil. Ministério da Ciência, Tecnologia, Inovações e Comunicações (MCTIC). https://sirene.mctic.gov.br/portal/opencms/publicacao/index.html. Accessed 6 June 2020
Brasil (2016) Nationally Determined Contributions. https://www4.unfccc.int/sites/NDCStaging/Pages/Home.aspx.
Brienen RJW, Phillips OL, Feldpausch TR, Gloor E, Baker TR et al (2015) Long-term decline of the Amazon carbono sink. Nature 519:44–348. https://doi.org/10.1038/nature14283
Brito B (2020) The pioneer market for forest law compliance in Paragominas, Eastern Brazilian Amazon. Land Use Policy 94:1–10. https://doi.org/10.1016/j.landusepol.2019.104310
Buckeridge MS (2008) Biologia e mudanças climáticas no Brasil. RiMa, São Carlos
Blécourt M, Brumme R, Xu J, Corre MD, Veldkamp E (2013) Soil carbon stocks decrease following conversion of secondary forests to rubber (Hevea brasiliensis) plantations. PLoS One 519:1–9. https://doi.org/10.1371/journal.pone.0069357
Carvalho R, Adami M, Amaral S, Bezerra FG, Aguiar APD (2019) Changes in secondary vegetation dynamics in a context of decreasing deforestation rates in Pará, Brazilian Amazon. Appl Geogr 106:40–49. https://doi.org/10.1016/j.apgeog.2019.03.001
Caviglia-Harris JL (2018) Agricultural innovation and climate change policy in the Brazilian Amazon: Intensification practices and the derived demand for pasture. J Environ Econ Manag 90:232–248. https://doi.org/10.1016/j.jeem.2018.06.006
Cerri CC, Maia SMF, Galdos MV, Cerri CEP, Feigl BJ et al (2009) Brazilian greenhouse gas emissions: the importance of agriculture and livestock. Sci Agrár 66:831–843. https://doi.org/10.1590/S0103-90162009000600017
Cerri CEP, Paustian K, Bernoux MAL, Victoria RL, Melillo JM et al (2004) Modeling changes in soil organic matter in Amazon forest to pasture conversion with the Century model. Glob Chang Biol 10:815–832. https://doi.org/10.1111/j.1365-2486.2004.00759.x
Cotrufo F, Ranalli MG, Haddix ML, Six J, Lugato E (2019) Soil carbon storage informed by particulate and mineral-associated organic matter. Nat Geosci 12:989–994. https://doi.org/10.1038/s41561-019-0484-6
Conant RT, Ogle SM, Paul EA, Paustian K (2011) Measuring and monitoring soil organic carbon stocks in agricultural lands for climate mitigation. Front Ecol Environ 3:169–173. https://doi.org/10.1890/090153
Chazdon RL, Broadbent EN, Rozendaal DMA, Bongers F, Zambrano AMA et al (2016) Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics. Sci Adv 2:1–10. https://doi.org/10.1126/sciadv.1501639
Damian JM, Matos ES, Pedreira BC, Carvalho PCF, Premazzi LM et al (2021a) Predicting soil C changes after pasture intensification and diversification in Brazil. Catena 202:1–13. https://doi.org/10.1016/j.catena.2021.105238
Damian JM, Matos ES, Pedreira BC, Carvalho PCF, Souza AJ et al (2021b) Pastureland intensification and diversification in Brazil mediate soil bacterial community structure changes and soil C accumulation. Appl Soil Ecol 160:1–13. https://doi.org/10.1016/j.apsoil.2020.103858
Del Grosso SJ, OgleSM, PartonWJ (2011) Soil organic matter cycling and greenhouse gas accounting methodologies. In: L. Guo A, Gunasekara L, Mc Connell LL (eds) Understanding greenhouse gas emissions from agricultural management. American Chemical Society, Washington DC, pp 3-13.
Dias Filho MB (2015) Estratégias de recuperação de pastagens degradadas na Amazônia brasileira. Embrapa Amazônia Oriental, Belém
Durigan MR, Cherubin MR, De Camargo PB, Ferreira JN, Berenguer E et al (2017) Soilorganicmatter responses toanthropogenicforestdisturbanceandland use change in theeasternBrazilianAmazon. Sustainability 9:1–16. https://doi.org/10.3390/su9030379
Ellert BH, Bettany JR (1995) Calculation of organic matter and nutrients stored in soils under contrasting management regimes. Can J Soil Sci 75:529–538. https://doi.org/10.4141/cjss95-075
Ferraz RPD, Meirelles MSP, Jobaggy E, Jonathan M, Coutinho HLC (2009) Utilização de dados MODIS e modelo SEBAL para a estimativa da perda de água por evapotranspiração: Uma proposição metodológica para o monitoramento do impacto da expansão da cultura canavieira na dinâmica hídrica regional. Simpósio brasileiro de sensoriamento remoto. http://marte.sid.inpe.br/col/dpi.inpe.br/sbsr@80/2008/11.18.12.18/doc/175-182.pdf?languagebutton=en. Accessed 20 April 2020
Feudis M, Cardelli V, Massaccesi L, Trumbore SE, Antisari LV et al (2019) Small altitudinal change and rhizosphere affect the SOM light fractions but not the heavy fraction in European beech forest soil. Catena 181:1–9. https://doi.org/10.1016/j.catena.2019.104091
Fujisaki K, Perrin AS, Desjardins T, Bernoux M, Balbino LC et al (2015) From forest to cropland and pasture systems: a critical review of soil organic carbon stocks changes in Amazonia. Glob Chang Biol 21:2773–2786. https://doi.org/10.1111/gcb.12906
Gardner TA, Ferreira J, Barlow J, Lees AC, Parry L et al (2013) A social and ecological assessment of tropical land uses at multiple scales: the Sustainable Amazon Network. Philos Trans R Soc B 368:1–11. https://doi.org/10.1098/rstb.2012.0166
Gomes LCG, Faria RM, Souza E, Veloso GV, Schaefer CEGR et al (2019) Modelling and mapping soil organic carbon stocks in Brazil. Geoderma 340:337–350. https://doi.org/10.1016/j.geoderma.2019.01.007
Guo LB, Gifford RM (2002) Soil carbon stocks and land use change: a meta analysis. Glob Chang Biol 8:345–360. https://doi.org/10.1046/j.1354-1013.2002.00486.x
Grahmann K, Dellepiane VR, Terra JA, Quincke JA (2020) Long-term observations in contrasting crop-pasture rotations over half a century: statistical analysis of chemical soil properties and implications for soil sampling frequency. Agric Ecosyst Environ 287:1–11. https://doi.org/10.1016/j.agee.2019.106710
Haddix ML, Gregorich EG, Helgason BL, Janzen H, Ellert BH et al (2020) Climate, carbon content, and soil texture control the independent formation and persistence of particulate and mineral-associated organic matter in soil. Geoderma 363:1–10. https://doi.org/10.1016/j.geoderma.2019.114160
IPCC (2006) Emissions Scenarios-Special Report 3. Intergovernmental panel on climate change.https://archive.ipcc.ch/publications_and_data/publications_and_data_reports.shtml. Accessed 12 April 2020
INPE (2021) National Institute for Space Research. http://www.inpe.br/
Koele N, Bird M, Haig J, Marimon-Junior BH, Marimon BS et al (2017) Amazon Basin forest pyrogenic carbon stocks: First estimate of deep storage. Geoderma 306:237–243. https://doi.org/10.1016/j.geoderma.2017.07.029
Maia SFM, Ogle SM, Cerri CEP, Cerri CC (2010) Soil organic carbon stock change due to land use activity along the agricultural frontier of the southwestern Amazon, Brazil, between 1970 and 2002. Glob Chang Biol 16:2775–2788. https://doi.org/10.1111/j.1365-2486.2009.02105.x
Marengo JA, Souza CM Jr, Thonicke K, Burton C, Halladay K et al (2018) Changes in climate and land use over the Amazon region: current and future variability and trends. Front Earth Sci 6:1–21. https://doi.org/10.3389/feart.2018.00228
Matos PS, Fonte SJ, Lima SS, Pereira MG, Kelly C et al (2020) Linkages among soil properties and litter quality in agroforestry systems of southeastern Brazil. Sustainability 12:1–22. https://doi.org/10.3390/su12229752
Minasny B, Malone BP, McBratney AB, Angers DA, Arrouays D et al (2017) Soil carbon 4 per mille. Geoderma 292:59–86. https://doi.org/10.1016/j.geoderma.2017.01.002
Moura NG, Lees AC, Andretti CB, Davis BJW, Solar RRC et al (2013) Avian biodiversity in multiple-use landscapes of the Brazilian Amazon. Biol Conserv 167:339–348. https://doi.org/10.1126/science.1186925
Morgan WT, Darbyshire E, Spracklen DV, Artaxo P, Coe H (2019) Non-deforestation drivers of fires are increasingly important sources of aerosol and carbon dioxide emissions across Amazonia. Sci Rep 9:1–5. https://doi.org/10.1038/s41598-019-53112-6
Morton DC, De Fries RS, Shimabukuro YE, Anderson LO, Arai E et al (2006) Cropland expansion changes deforestation dynamics in the southern Brazilian Amazon. PNAS 103:14637–14641. https://doi.org/10.1073/pnas.0606377103
Neumann-Cosel L, Zimmermann B, Hall JS, van Breugel M, Elsenbeer H (2011) Soil carbon dynamics under young tropical secondary forests on former pastures—a case study from Panama. For Ecol Manag 261:1625–1633. https://doi.org/10.1016/j.foreco.2010.07.023
Neto ECS, Pereira MG, Junior EFF, Silva SB, Junior JAC et al (2019) Temporal evaluation of soil chemical attributes after slash-and-burn agriculture in the Western Brazilian Amazon. Acta Sci Agron 41:1–10. https://doi.org/10.4025/actasciagron.v41i1.42609
Nepstad DC, Stickler CM, Soares-Filho B, Merry F (2008) Interactions among Amazon land use, forests and climate: prospects for a near-term forest tipping point. Philos Trans R Soc B 363:1737–1746. https://doi.org/10.1098/rstb.2007.0036
Nunes SS, Barlow J, Gardner TA, Siqueira JV, Sales MR et al (2015) A 22 year assessment of deforestation and restoration in riparian forests in the eastern Brazilian Amazon. Environ Conserv 42:193–203. https://doi.org/10.1017/S0376892914000356
Ogle SM, Breidt FJ, Paustian K (2005) Agricultural management impacts on soil organic carbon storage under moist and dry climatic conditions of temperate and tropical regions. Biogeochemistry 72:87–121. https://doi.org/10.1007/s10533-004-0360-2
Ogle SM, Breidt FJ, Easter M, Williams S, Killian K et al (2010) Scale and uncertainty in modeled soil organic carbon stock changes for US croplands using a process based model. Glob Chang Biol 16:810–822. https://doi.org/10.1111/j.1365-2486.2009.01951.x
Ogle SM, Breidt FJ, Easter M, Williams S, Paustian K (2007) Empirically-based uncertainty associated with modeling carbon sequestration rates in soils. Ecol Model 205:453–463. https://doi.org/10.1016/j.ecolmodel.2007.03.007
Ogle SM, Paustian K (2005) Soil organic carbon as an indicator of environmental quality at the national scale: monitoring methods and policy relevance. Can J Soil Sci 85:531–540. https://doi.org/10.4141/S04-087
Ogle SM, Breidt FJ, Eve MD, Paustian K (2003) Uncertainty in estimating land use and management impacts on soil organic carbon storage for US agricultural lands between 1982 and 1997. Glob Chang Biol 9:1521–1542. https://doi.org/10.1046/j.1365-2486.2003.00683.x
Ogle SM, Swan A, Paustian K (2012) No-till management impacts on crop productivity, carbon input and soil carbon sequestration. Agric Ecosyst Environ 149:37–49. https://doi.org/10.1016/j.agee.2011.12.010
Ogle SM, Alsaker C, Baldock J, Bernoux M, Breidt FJ et al (2019) Climate and soil characteristics determine where no-till management can store carbon in soils and mitigate greenhouse gas emissions. Sci Rep 9:1–8. https://doi.org/10.1038/s41598-019-47861-7
Paustian K, Lehmann J, Ogle S, Reay D, Robertson GP et al (2016) Climate-smart soils. Nature 532:49–57. https://doi.org/10.1038/nature17174
Pan Y, Birdsey RA, Fang J, Houghton R, Kauppi PE et al (2011) A large and persistent carbon sink in the world’s forests. Science 333:988–993 https://science.sciencemag.org/content/333/6045/988
Patton NR, Lohse KA, Seyfried MS, Godsey SE, Parsons SB (2019) Topographic controls of soil organic carbon on soil-mantled landscapes. Sci Rep 9:1–15. https://doi.org/10.1038/s41598-019-42556-5
Santos HG, Jacomine PKT, Anjos LHC, Oliveira VA, Lumbraras JF et al (2018) Sistema Brasileiro de Classificação de Solos. Embrapa, Brasília
Silva ACO, Fonseca LMG, Körting TS, Escada MIS (2020) A spatio-temporal Bayesian Network approach for deforestation prediction in an Amazon rainforest expansion frontier. Spat Stat 9:1–17. https://doi.org/10.1016/j.spasta.2019.100393
Silva RO, Barioni LG, Hall JAJ, Moretti AC (2017) Sustainable intensification of Brazilian livestock production through optimized pasture restoration. Agric Syst 153:201–211. https://doi.org/10.1016/j.agsy.2017.02.001
Six J, Elliott ET, Paustian K (2000) Soil macroaggregate turnover and microaggregate formation: a mechanism for C sequestration under no-tillage agriculture. Soil Biol Biochem 32:2099–2103. https://doi.org/10.1016/S0038-0717(00)00179-6
Shi H, Li X, Liu X, Wang S, Liu X et al (2020) Global protected areas boost the carbon sequestration capacity: evidences from econometric causal analysis. Sci Total Environ 715:1–10. https://doi.org/10.1016/j.scitotenv.2020.137001
Soong JL, Janssens IA, Grau O, Margalef O, Stah C et al (2020) Soil properties explain tree growth and mortality, but not biomass, across phosphorus-depleted tropical forests. Sci Rep 10:1–13. https://doi.org/10.1038/s41598-020-58913-8
Soares-Filho BS, Nepstad DC, Curran LM, Cerqueira GC, Garcia RA et al (2006) Modelling conservation in the Amazon basin. Nature 440:520–523. https://doi.org/10.1038/nature04389
Stahl C, Fontaine S, Klumpp K, Picon-Cochard C, Grise MM et al (2017) Continuous soil carbon storage of old permanent pastures in Amazonia. Glob Chang Biol 23:3382–3392. https://doi.org/10.1111/gcb.13573
Smith JE, Heath LS (2001) Identifying influences on model uncertainty: an application using a Forest carbon budget model. Environmental Management, New York
Thaler GM, Viana C, Toni F (2019) From frontier governance to governance frontier: the political geography of Brazil’s Amazon transition. World Dev 114:59–72. https://doi.org/10.1016/j.worlddev.2018.09.022
Tyukavina A, Hansen MC, Potapov PV, Stehman SV, Smith-Rodriguez K et al (2017) Types and rates of forest disturbance in Brazilian Legal Amazon, 2000–2013. Sci Adv 3:1–15 http://advances.sciencemag.org/content/3/4/e1601047
USDA (2014) Keys to Soil Taxonomy. USDA—Natural Resources Conservation Service. https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/class/?cid=nrcs142p2_053580. Accessed 22 April 2020
VandenBygaart AJ, Gregorich EG, Angers DA, Stoklas UF (2004) Uncertainty analysis of soil carbon stock change in Canadian cropland from 1991 to 2001. Glob Chang Biol 10:983–994. https://doi.org/10.1111/j.1365-2486.2004.00780.x
VandenBygaart AJ (2006) Monitoring soil organic carbon stock changes in agricultural landscapes: issues and a proposed approach. Can J Soil Sci 86:451–463. https://doi.org/10.4141/S05-105
Vicente LC, Gama-Rodrigues EF, Gama-Rodrigues AC, Marciano CR (2019) Organic carbon within soil aggregates under forestry systems and pasture in a southeast region of Brazil. Catena 182:1–6. https://doi.org/10.1016/j.catena.2019.104139
Vasconcelos SS, Fearnside PM, Graça PMLA, Nogueira EM, Oliveira LC et al (2013) Forest fires in southwestern Brazilian Amazonia: estimates of area and potential carbon emissions. For Ecol Manag 291:199–208. https://doi.org/10.1016/j.foreco.2012.11.044
Wang Y, Ziv G, Adami M, Almeida CA, Antunes JFG et al (2020) Upturn in secondary forest clearing buffers primary forest loss in the Brazilian Amazon. Nat Sustain 3:290–295. https://doi.org/10.1038/s41893-019-0470-4
Winchell M, Srinivasan R, Di Luzio M, Arnold J (2008) ArcSWAT 2.1 Interface for SWAT2005, User’s Guide. Blackland Research and Extension Center, Temple
Acknowledgements
We would like to thank prof. Silvio Frosini de Barros Ferraz for his important help in processing and interpretation of satellite images used in this study.
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This study is funded by the CNPq (grant 402992/2013-0) and CAPES (grant 1681809), and FAPESP (grants 2017/15331-3; 2018/21261-0; 2018/09845-7) who granted scholarship to the first author.
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Damian, J.M., Durigan, M.R., Cherubin, M.R. et al. Deforestation and land use change mediate soil carbon changes in the eastern Brazilian Amazon. Reg Environ Change 21, 64 (2021). https://doi.org/10.1007/s10113-021-01796-w
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DOI: https://doi.org/10.1007/s10113-021-01796-w