{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T08:00:26Z","timestamp":1776412826615,"version":"3.51.2"},"reference-count":74,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T00:00:00Z","timestamp":1611273600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>This work presents the dynamics of fire occurrences, greenhouse gas (GHG) emissions, forest clearing, and degradation in the Brazilian Amazon during the period 2006\u20132019, which includes the approval of the new Brazilian Forest Code in 2012. The study was carried out in the Brazilian Amazon, Par\u00e1 State, and the municipality of Novo Progresso (Par\u00e1 State). The analysis was based on deforestation and fire hotspot datasets issued by the Brazilian Institute for Space Research (INPE), which is produced based on optical and thermal sensors onboard different satellites. Deforestation data was also used to assess GHG emissions from the slash-and-burn practices. The work showed a good correlation between the occurrence of fires in the newly deforested area in the municipality of Novo Progresso and the slash-and-burn practices. The same trend was observed in the Par\u00e1 State, suggesting a common practice along the deforestation arch. The study indicated positive coefficients of determination of 0.72 and 0.66 between deforestation and fire occurrences for the municipality of Novo Progresso and Par\u00e1 State, respectively. The increased number of fire occurrences in the primary forest suggests possible ecosystem degradation. Deforestation reported for 2019 surpassed 10,000 km2, which is 48% higher than the previous ten years, with an average of 6760 km2. The steady increase of deforestation in the Brazilian Amazon after 2012 has been a worldwide concern because of the forest loss itself as well as the massive GHG emitted in the Brazilian Amazon. We estimated 295 million tons of net CO2, which is equivalent to 16.4% of the combined emissions of CO2 and CH4 emitted by Brazil in 2019. The correlation of deforestation and fire occurrences reported from satellite images confirmed the slash-and-burn practice and the secondary effect of deforestation, i.e., degradation of primary forest surrounding the deforested areas. Hotspots\u2019 location was deemed to be an important tool to verify forest degradation. The incidence of hotspots in forest area is from 5% to 20% of newly slashed-and-burned areas, which confirms the strong impact of deforestation on ecosystem degradation due to fire occurrences over the Brazilian Amazon.<\/jats:p>","DOI":"10.3390\/rs13030376","type":"journal-article","created":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T11:13:53Z","timestamp":1611314033000},"page":"376","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":48,"title":["Fire Occurrences and Greenhouse Gas Emissions from Deforestation in the Brazilian Amazon"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5218-111X","authenticated-orcid":false,"given":"Claudia Arantes","family":"Silva","sequence":"first","affiliation":[{"name":"Departamento de Geologia Geral, Instituto de Geoci\u00eancias, Universidade de Bras\u00edlia (UnB), Bras\u00edlia 70297-400, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2127-5970","authenticated-orcid":false,"given":"Giancarlo","family":"Santilli","sequence":"additional","affiliation":[{"name":"Faculdade do Gama, Universidade de Bras\u00edlia (UnB), Bras\u00edlia 72444-240, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5760-556X","authenticated-orcid":false,"given":"Edson Eyji","family":"Sano","sequence":"additional","affiliation":[{"name":"Embrapa Cerrados, Planaltina 73301-970, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6108-9764","authenticated-orcid":false,"given":"Giovanni","family":"Laneve","sequence":"additional","affiliation":[{"name":"Scuola di Ingegneria Aerospaziale, Sapienza University of Rome, 00138 Roma, Italy"}]}],"member":"1968","published-online":{"date-parts":[[2021,1,22]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"913","DOI":"10.1111\/brv.12088","article-title":"Environmental change and the carbon balance of Amazonian forests","volume":"89","author":"Poulter","year":"2014","journal-title":"Biol. Rev."},{"key":"ref_2","unstructured":"FAO (2020, August 31). UM-REDD Programme. Available online: http:\/\/www.un-redd.org\/how-we-work."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1111\/gcb.13087","article-title":"Toward an integrated monitoring framework to assess the effects of tropical forest degradation and recovery on carbon stocks and biodiversity","volume":"22","author":"Bustamante","year":"2016","journal-title":"Glob. Chang. Biol."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1038\/19066","article-title":"Large-scale impoverishment of Amazonian forests by logging and fire","volume":"398","author":"Nepstad","year":"1999","journal-title":"Nature"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1016\/S0378-1127(01)00511-4","article-title":"Road paving, fire regime feedbacks, and the future of Amazon forests","volume":"154","author":"Nepstad","year":"2001","journal-title":"For. Ecol. Manag."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"913","DOI":"10.1038\/nature01437","article-title":"Fire science for rainforests","volume":"421","author":"Cochrane","year":"2003","journal-title":"Nature"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1016\/j.landusepol.2011.09.009","article-title":"Persistence of cattle ranching in the Brazilian Amazon: A spatial analysis of the rationale for beef production","volume":"29","author":"Bowman","year":"2012","journal-title":"Land Use Policy"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1590\/S1414-753X2012000200002","article-title":"O arco de desflorestamento na Amaz\u00f4nia: Da pecu\u00e1ria \u00e0 soja","volume":"15","author":"Domingues","year":"2012","journal-title":"Ambient. Soc."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Kastens, J.H., Brown, J.C., Coutinho, A.C., Bishop, C.R., and Esquerdo, J.C.D.M. (2017). Soy moratorium impacts on soybean and deforestation dynamics in Mato Grosso, Brazil. PLoS ONE, 12.","DOI":"10.1371\/journal.pone.0176168"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1007\/s00267-016-0783-2","article-title":"Deforestation and carbon stock loss in Brazil\u2019s Amazonian settlements","volume":"59","author":"Yanai","year":"2017","journal-title":"Environ. Manag."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"e17009","DOI":"10.4215\/rm2018.e17009","article-title":"Impact of rural settlements on the deforestation of the Amazon","volume":"17","author":"Farias","year":"2018","journal-title":"Mercator"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"110555","DOI":"10.1016\/j.jenvman.2020.110555","article-title":"Deforestation dynamics in Brazil\u00b4s Amazonian settlements: Effects of land-tenure concentration","volume":"268","author":"Yanai","year":"2020","journal-title":"J. Environ. Manag."},{"key":"ref_13","unstructured":"INPE (2020, August 30). Terrabrasilis. Available online: http:\/\/terrabrasilis.dpi.inpe.br\/en\/home-page\/."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/j.landusepol.2018.01.005","article-title":"No man\u2019s land in the Brazilian Amazon: Could undesignated public forests slow Amazon deforestation?","volume":"73","author":"Moutinho","year":"2018","journal-title":"Land Use Policy"},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Souza, C.M., Shimbo, J.Z., Rosa, M.R., Parente, L.L., Alencar, A.A., Rudorff, B.F.T., Hasenack, H., Matsumoto, M., Ferreira, L.G., and Souza-Filho, P.W.M. (2020). Reconstructing three decades of land use and land cover changes in Brazilian biomes with Landsat archive and Earth Engine. Remote Sens., 12.","DOI":"10.3390\/rs12172735"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"520","DOI":"10.1038\/nature04389","article-title":"Modelling conservation in the Amazon basin","volume":"440","author":"Nepstad","year":"2006","journal-title":"Nature"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"24188","DOI":"10.1073\/pnas.2004334117","article-title":"Overstated carbon emission reductions from voluntary REDD+ projects in the Brazilian Amazon","volume":"117","author":"West","year":"2020","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_18","unstructured":"United Nations Climate Change (2020, November 19). Copenhagen Climate Change Conference. Available online: https:\/\/unfccc.int\/process-and-meetings\/conferences\/past-conferences\/copenhagen-climate-change-conference-december-2009\/copenhagen-climate-change-conference-december-2009."},{"key":"ref_19","unstructured":"(2020, November 19). Law No. 12.727, 17 October 2012, Available online: http:\/\/www.planalto.gov.br\/ccivil_03\/_ato2011-2014\/2012\/lei\/l12727.htm."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/S0378-1127(99)00283-2","article-title":"Linking small holder land use and fire activity: Examining biomass burning in the Brazilian Lower Amazon","volume":"128","author":"Sorrensen","year":"2000","journal-title":"For. Ecol. Manag."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"480","DOI":"10.1126\/science.1118051","article-title":"Selective logging in the Brazilian Amazon","volume":"310","author":"Asner","year":"2005","journal-title":"Sci."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1745","DOI":"10.1016\/j.biocon.2008.04.024","article-title":"Forest fragmentation and edge effects from deforestation and selective logging in the Brazilian Amazon","volume":"141","author":"Broadbent","year":"2008","journal-title":"Biol. Conserv."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.biocon.2014.07.004","article-title":"Roads, deforestation, and the mitigating effect of protected areas in the Amazon","volume":"177","author":"Barber","year":"2014","journal-title":"Biol. Conserv."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1175\/EI150.1","article-title":"Forest understory fire in the Brazilian Amazon in ENSO and non-ENSO years: Area burned and committed carbon emissions","volume":"10","author":"Alencar","year":"2006","journal-title":"Earth Interact."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1117","DOI":"10.1016\/j.rse.2010.01.001","article-title":"Assessment of tropical forest degradation by selective logging and fire using Landsat imagery","volume":"114","author":"Matricardi","year":"2010","journal-title":"Remote Sens. Environ."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1007\/s00267-015-0447-7","article-title":"Deforestation and forest fires in Roraima and their relationship with phytoclimatic regions in the northern Brazilian Amazon","volume":"55","author":"Barni","year":"2015","journal-title":"Environ. Manag."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1175\/EI-D-15-0016.1","article-title":"Forest degradation associated with logging frontier expansion in the Amazon: The BR-163 region in southwestern Par\u00e1, Brazil","volume":"20","author":"Pinheiro","year":"2016","journal-title":"Earth Interact."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"525","DOI":"10.1111\/j.1467-8306.2005.00473.x","article-title":"Loggers and forest fragmentation: Behavioral models of road building in the Amazon basin","volume":"95","author":"Arima","year":"2005","journal-title":"Ann. Am. Assoc. Geogr."},{"key":"ref_29","unstructured":"Souza, G.M., Escada, M.I.S., and Capanema, V.P. (2017, January 28\u201331). Cicatrizes de queimadas e padr\u00f5es de mudan\u00e7as de uso e cobertura da terra no sudoeste do estado do Par\u00e1, Brasil. Proceedings of the XVIII Simp\u00f3sio Brasileiro de Sensoriamento Remoto (SBSR), Santos, Brazil."},{"key":"ref_30","first-page":"2","article-title":"Evidence that deforestation affects the onset of the rainy season in Rond\u00f4nia, Brazil","volume":"116","author":"Butt","year":"2011","journal-title":"J. Geophys. Res."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"2368","DOI":"10.1175\/2010JCLI3815.1","article-title":"Precipitation variability over the forest-to-nonforest transition in Southwestern Amazonia","volume":"24","author":"Knox","year":"2011","journal-title":"J. Clim."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1038\/nature10717","article-title":"The Amazon basin in transition","volume":"481","author":"Davidson","year":"2012","journal-title":"Nature"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"33130","DOI":"10.1038\/srep33130","article-title":"Record-breaking warming and extreme drought in the Amazon rainforest during the course of El Ni\u00f1o 2015\u20132016","volume":"6","author":"Mattar","year":"2016","journal-title":"Sci. Rep."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"6182","DOI":"10.1002\/2017GL072955","article-title":"Deforestation effects on Amazon forest resilience","volume":"44","author":"Zemp","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"536","DOI":"10.1038\/s41467-017-02771-y","article-title":"21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions","volume":"9","author":"Anderson","year":"2018","journal-title":"Nat. Commun."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1590\/S0102-77862009000200009","article-title":"Modelagem de desmatamento e emiss\u00f5es de gases de efeito estufa na regi\u00e3o sob influ\u00eancia da rodovia Manaus-Porto Velho (BR-319)","volume":"24","author":"Fearnside","year":"2009","journal-title":"Rev. Bras. Meteorol."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"1275","DOI":"10.1126\/science.1186925","article-title":"The incidence of fire in Amazonian forests with implications for REDD","volume":"328","author":"Shimabukuro","year":"2010","journal-title":"Science"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"044009","DOI":"10.1088\/1748-9326\/7\/4\/044009","article-title":"An assessment of deforestation and forest degradation drivers in developing countries","volume":"7","author":"Hosonuma","year":"2012","journal-title":"Environ. Res. Lett."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"9546","DOI":"10.1002\/2015GL066063","article-title":"The impact of Amazonian deforestation on Amazon basin rainfall","volume":"42","author":"Spracklen","year":"2015","journal-title":"Geophys. Res. Lett."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1016\/j.apgeog.2016.08.015","article-title":"Fundamental causes and spatial heterogeneity of deforestation in Legal Amazon","volume":"75","author":"Jusys","year":"2016","journal-title":"Appl. Geogr."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"4169","DOI":"10.1007\/s00382-020-05223-4","article-title":"Effects of Amazon basin deforestation on regional atmospheric circulation and water vapor transport towards tropical South America","volume":"54","author":"Arias","year":"2020","journal-title":"Clim. Dyn."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1007\/s10342-016-1023-2","article-title":"Probability of surface fire spread in Brazilian rainforest fuels from outdoor experimental measurements","volume":"136","author":"Bufacchi","year":"2017","journal-title":"Eur. J. Forest Res."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1071\/WF08047","article-title":"Understory fire propagation and tree mortality on adjacent areas to an Amazonian deforestation fire","volume":"19","author":"Carvalho","year":"2010","journal-title":"Int. J. Wildland Fire"},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Silva J\u00fanior, C.H.L., Arag\u00e3o, L.E.O., Fonseca, M.G., Almeida, C.T., Vedovato, L.B., and Anderson, L.O. (2018). Deforestation-induced fragmentation increases forest fire occurrence in central Brazilian Amazonia. Forests, 9.","DOI":"10.3390\/f9060305"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"13195","DOI":"10.1029\/98JD00172","article-title":"Combustion completeness in a rainforest clearing experiment in Manaus, Brazil","volume":"103","author":"Carvalho","year":"1998","journal-title":"J. Geophys. Res."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"17877","DOI":"10.1029\/2000JD900791","article-title":"Biomass fire consumption and carbon release rates of rainforest-clearing experiments conducted in northern Mato Grosso, Brazil","volume":"106","author":"Carvalho","year":"2001","journal-title":"J. Geophys. Res."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/S0961-9534(02)00005-3","article-title":"Experimental investigation of smouldering in biomass","volume":"22","author":"Carvalho","year":"2002","journal-title":"Biomass Bioenerg."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.atmosenv.2003.09.065","article-title":"Log smoldering after an Amazonian deforestation fire","volume":"38","author":"Rabelo","year":"2004","journal-title":"Atmos. Environ."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"2156","DOI":"10.1029\/2006JD008147","article-title":"The tropical forest and fire emissions experiment: Trace gases emitted by smoldering logs and dung from deforestation and pasture fires in Brazil","volume":"112","author":"Christian","year":"2007","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.atmosenv.2016.03.043","article-title":"CO2 and CO emission rates from three forest fire controlled experiments in Western Amazonia","volume":"135","author":"Amaral","year":"2016","journal-title":"Atmos. Environ."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1002\/2016GB005445","article-title":"Fire and deforestation dynamics in Amazonia (1973\u20132014)","volume":"31","author":"Field","year":"2017","journal-title":"Glob. Biogeochem. Cycles"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1016\/j.atmosenv.2008.07.063","article-title":"Biomass consumption, CO2, CO and main hydrocarbon gas emissions in an Amazonian forest clearing fire","volume":"43","author":"Carvalho","year":"2009","journal-title":"Atmos. Environ."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/j.apgeog.2011.10.013","article-title":"Land use and land cover changes determine the spatial relationship between fire and deforestation in the Brazilian Amazon","volume":"34","author":"Lima","year":"2012","journal-title":"Appl. Geogr."},{"key":"ref_54","first-page":"202","article-title":"Mapping land cover change in northern Brazil with limited training data","volume":"78","author":"Crowson","year":"2019","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1016\/j.rse.2017.10.009","article-title":"Mapping pasture management in the Brazilian Amazon from dense Landsat time series","volume":"205","author":"Jakimow","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_56","first-page":"61","article-title":"Long-term deforestation dynamics in the Brazilian Amazon\u2014Uncovering historic frontier development along the Cuiab\u00e1\u2013Santar\u00e9m highway","volume":"44","author":"Griffiths","year":"2016","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_57","unstructured":"ESA (2020, November 20). EO Browser. Available online: https:\/\/apps.sentinel-hub.com\/eo-browser\/."},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Assis, L.F.F.G., Ferreira, K.R., Vinhas, L., Maurano, L., Almeida, C., Carvalho, A., Rodrigues, J., Maciel, A., and Camargo, C. (2019). TerraBrasilis: A spatial data analytics infrastructure for large-scale thematic mapping. ISPRS Int. J. GeoInf., 8.","DOI":"10.3390\/ijgi8110513"},{"key":"ref_59","unstructured":"INPE (2020, August 31). Monitoramento de Queimadas e Inc\u00eandios por Sat\u00e9lite em Tempo Quase-Real. Available online: http:\/\/queimadas.dgi.inpe.br\/queimadas\/portal."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1016\/S0034-4257(03)00184-6","article-title":"An enhanced contextual fire detection algorithm for MODIS","volume":"87","author":"Giglio","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.rse.2016.02.054","article-title":"The collection 6 MODIS active fire detection algorithm and fire products","volume":"178","author":"Giglio","year":"2016","journal-title":"Remote Sens. Environ."},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Di Biase, V., and Laneve, G. (2018). Geostationary sensor based forest fire detection and monitoring: An improved version of the SFIDE algorithm. Remote Sens., 10.","DOI":"10.20944\/preprints201801.0007.v1"},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"32215","DOI":"10.1029\/98JD01644","article-title":"Potential global fire monitoring from EOS-MODIS","volume":"103","author":"Kaufman","year":"1998","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"244","DOI":"10.1016\/S0034-4257(02)00076-7","article-title":"The MODIS fire products","volume":"83","author":"Justice","year":"2002","journal-title":"Remote Sens. Environ."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.rse.2012.12.004","article-title":"Strengths and weaknesses of MODIS hotspots to characterize global fire occurrence","volume":"131","author":"Hantson","year":"2013","journal-title":"Remote Sens. Environ."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"18","DOI":"10.11137\/2019_4_18_29","article-title":"An\u00e1lise qualitativa do desmatamento na Floresta Amaz\u00f4nica a partir de sensores SAR, \u00f3ptico e termal","volume":"42","author":"Silva","year":"2019","journal-title":"Anu. Inst. Geoci\u00eanc."},{"key":"ref_67","doi-asserted-by":"crossref","unstructured":"Santana, N.C., Carvalho J\u00fanior, O.A., Gomes, R.A.T., and Guimar\u00e3es, R.F. (2018). Burned-area detection in Amazonian environments using standardized time series per pixel in MODIS data. Remote Sens., 10.","DOI":"10.3390\/rs10121904"},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1126\/science.1246663","article-title":"Cracking Brazil\u2019s forest code","volume":"344","author":"Macedo","year":"2014","journal-title":"Science"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1016\/j.foreco.2018.04.041","article-title":"Dynamics of forest fires in the southwestern Amazon","volume":"424","author":"Silva","year":"2018","journal-title":"For. Ecol. Manag."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"1378","DOI":"10.1126\/science.abb3021","article-title":"Long-term forest degradation surpasses deforestation in the Brazilian Amazon","volume":"369","author":"Matricardi","year":"2020","journal-title":"Science"},{"key":"ref_71","unstructured":"Stremke, S., and van den Dobbelsteen, A. (2013). Carbon emission intensity and areal empower density: Combining two systemic indicators to inform the design and planning of sustainable energy landscapes. Chapter 19. Sustainable Energy Landscapes: Designing, Planning, and Development, CRC Press."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"7006","DOI":"10.1111\/gcb.15352","article-title":"Secondary forests offset less than 10% of deforestation-mediated carbon emissions in the Brazilian Amazon","volume":"26","author":"Smith","year":"2020","journal-title":"Glob. Chang. Biol."},{"key":"ref_73","unstructured":"(2021, January 04). SEEG\u2014Sistema de Estimativa de Emiss\u00e3o de Gases do Efeito Estufa. Available online: http:\/\/seeg.eco.br."},{"key":"ref_74","doi-asserted-by":"crossref","unstructured":"Laneve, G., Cadau, E.G., and Santilli, G. (2009, January 12\u201319). Estimation of the burned biomass based on the quasi-continuous MSG\/SEVIRI Earth observation system. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2009), Cape Town, South Africa.","DOI":"10.1109\/IGARSS.2009.5417828"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/13\/3\/376\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:14:00Z","timestamp":1760159640000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/13\/3\/376"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,22]]},"references-count":74,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2021,2]]}},"alternative-id":["rs13030376"],"URL":"https:\/\/doi.org\/10.3390\/rs13030376","relation":{"has-preprint":[{"id-type":"doi","id":"10.20944\/preprints202012.0146.v1","asserted-by":"object"}]},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,22]]}}}