Acessibilidade / Reportar erro

Perceptions about massive environmental impacts: a Brazilian study case

Abstract

The year 2019 brought three such impacts of high socio-environmental proportions in Brazil: the dam collapse in Brumadinho, oil spills on the coast, and fires in the Amazon. We investigated the Brazilian population’s perceptions of the country’s overall environmental situation, the degree to which Brazilians felt affected by these impacts considering personal and social factors, and the entities they held responsible for these disasters. Through Facebook’s social media networks, we disseminated structured online surveys for Brazilian citizens above 18 years. Educational background explained how much the 775 respondents felt affected by the three evaluated events. Age was an explanatory factor for the degree to which the respondents felt affected by the dam collapse, and proximity to the disasters, while income levels were for the dam collapse and the fires in the Amazon. The government, criminal activity, and private companies were considered to be the main responsible for these three impacts. This perception reflects the series of changes in the country’s environmental laws and protections that threaten biodiversity and the environment.

Key words
Brumadinho dam collapse; environmental impact; environmental perception; fires in Amazon; oil spill

INTRODUCTION

The term “environmental impact” refers to any environmental changes arising from, or aggravated by, anthropogenic activities in the biotic, physical and socioeconomic environments (Sánchez 2020SÁNCHEZ LE. 2020. Avaliação de impacto ambiental: Conceitos e métodos, 2a. ed. Oficina de Textos, São Paulo.). In this view, environmental impacts come from actions such as mining (Yang et al. 2020YANG B, BAI Z & ZHANG J. 2020. Environmental impact of mining-associated carbon emissions and analysis of cleaner production strategies in China. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-11551-z.
https://doi.org/10.1007/s11356-020-11551...
), natural disasters (Amato et al. 2020AMATO A, GABRIELLI F, SPINOZZI F, MAGI GALLUZZI L, BALDUCCI S & BEOLCHINI F. 2020. Disaster waste management after flood events. J Flood Risk Manag 13: 1-9. https://doi.org/10.1111/jfr3.12566.
https://doi.org/10.1111/jfr3.12566...
), accidents (Hou 2012HOU Y. 2012. Environmental accident and its treatment in a developing country: A case study on China. Environ Monit Assess 184: 4855-4859. https://doi.org/10.1007/s10661-011-2307-0.
https://doi.org/10.1007/s10661-011-2307-...
), and crime (Williams & Dupuy 2017WILLIAMS A & DUPUY K. 2017. Deciding over nature: Corruption and environmental impact assessments. Environ Impact Assess Rev 65: 118-124. https://doi.org/10.1016/j.eiar.2017.05.002.
https://doi.org/10.1016/j.eiar.2017.05.0...
). Furthermore, there are contextual differences in the definitions of environmental impact and its causes among experts and laypeople, mainly in factors that affect the economy (Truelove & Gillis 2018TRUELOVE HB & GILLIS AJ. 2018. Perception of pro-environmental behavior. Glob Environ Chang 49: 175-185. https://doi.org/10.1016/j.gloenvcha.2018.02.009.
https://doi.org/10.1016/j.gloenvcha.2018...
).

Perception studies evaluate how people organize, identify, and interpret data through their senses and previous experiences (Colley & Craig 2019COLLEY K & CRAIG T. 2019. Natural places: Perceptions of wildness and attachment to local greenspace. J Environ Psychol 61: 71-78. https://doi.org/10.1016/j.jenvp.2018.12.007.
https://doi.org/10.1016/j.jenvp.2018.12....
, Heidbreder et al. 2019HEIDBREDER LM, BABLOK I, DREWS S & MENZEL C. 2019. Tackling the plastic problem: A review on perceptions, behaviors, and interventions. Sci Total Environ 668: 1077-1093. https://doi.org/10.1016/j.scitotenv.2019.02.437.
https://doi.org/10.1016/j.scitotenv.2019...
, Shackleton et al. 2019SHACKLETON RT ET AL. 2019. Explaining people’s perceptions of invasive alien species: A conceptual framework. J Environ Manage 229: 10-26. https://doi.org/10.1016/j.jenvman.2018.04.045.
https://doi.org/10.1016/j.jenvman.2018.0...
). Environmental perception is multifactorial, based on each person’s natural experience and beliefs that are derived from values and norms (Bennett et al. 2017BENNETT NJ ET AL. 2017. Conservation social science: Understanding and integrating human dimensions to improve conservation. Biol Conserv 205: 93-108. https://doi.org/10.1016/j.biocon.2016.10.006.
https://doi.org/10.1016/j.biocon.2016.10...
), which may motivate pro-environmental attitudes (Cruz & Manata 2020CRUZ SM & MANATA B. 2020. Measurement of Environmental Concern: A Review and Analysis. Front Psychol 11: 1-14. https://doi.org/10.3389/fpsyg.2020.00363.
https://doi.org/10.3389/fpsyg.2020.00363...
) or, at least, a tendency to respond with some degree of positivity to a situation (Jones & Dunlap 1992JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.). These attitudes and perceptions could be influenced by personal and social factors, like age, gender, socioeconomic status, and basic opinions on economics, politics, and technology (Aslanimehr et al. 2018ASLANIMEHR P, EVA MARSAL G, WEBER B & KNAPP F. 2018. Nature gives and nature takes: A qualitative comparison between Canadian and German children about their concepts of “nature.” Child Philos 14: 483-515. https://doi.org/10.12957/childphilo.2018.30037.
https://doi.org/10.12957/childphilo.2018...
, Dorsch 2014DORSCH MT. 2014. Economic Development and Determinants of Environmental Concern. Soc Sci Q 95: 960-977. https://doi.org/10.1111/ssqu.12071.
https://doi.org/10.1111/ssqu.12071...
, Gifford & Nilsson 2014GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
https://doi.org/10.1002/ijop.12034...
, Kilbourne et al. 2002KILBOURNE WE, BECKMANN SC & THELEN E. 2002. The role of the dominant social paradigm in environmental attitudes: A multinational examination. J Bus Res 55: 193-204. https://doi.org/10.1016/S0148-2963(00)00141-7.
https://doi.org/10.1016/S0148-2963(00)00...
, Xiao & McCright 2015XIAO C & MCCRIGHT AM. 2015. Gender Differences in Environmental Concern: Revisiting the Institutional Trust Hypothesis in the USA. Environ Behav 47: 17-37. https://doi.org/10.1177/0013916513491571.
https://doi.org/10.1177/0013916513491571...
). Specific events or issues can generate particular understandings and influence people to respond in specific ways (Colley & Craig 2019COLLEY K & CRAIG T. 2019. Natural places: Perceptions of wildness and attachment to local greenspace. J Environ Psychol 61: 71-78. https://doi.org/10.1016/j.jenvp.2018.12.007.
https://doi.org/10.1016/j.jenvp.2018.12....
, Heidbreder et al. 2019HEIDBREDER LM, BABLOK I, DREWS S & MENZEL C. 2019. Tackling the plastic problem: A review on perceptions, behaviors, and interventions. Sci Total Environ 668: 1077-1093. https://doi.org/10.1016/j.scitotenv.2019.02.437.
https://doi.org/10.1016/j.scitotenv.2019...
, Shackleton et al. 2019SHACKLETON RT ET AL. 2019. Explaining people’s perceptions of invasive alien species: A conceptual framework. J Environ Manage 229: 10-26. https://doi.org/10.1016/j.jenvman.2018.04.045.
https://doi.org/10.1016/j.jenvman.2018.0...
).

In Brazil, recent years have been marked by several events and changes in environmental laws and policies, threatening the country’s natural resources (Abessa et al. 2019ABESSA D, FAMÁ A & BURUAEM L. 2019. The systematic dismantling of Brazilian environmental laws risks losses on all fronts. Nat Ecol Evol 3: 510-511. https://doi.org/10.1038/s41559-019-0855-9.
https://doi.org/10.1038/s41559-019-0855-...
). The year 2019 was notable in terms of damaging events of significant socio-environmental proportions (Capelari et al. 2020CAPELARI MGM, DE ARAÚJO SMVG, CALMON PCDP & BORINELLI B. 2020. Large-scale environmental policy change: Analysis of the Brazilian reality. Rev Adm Publica 54: 1691-1710. https://doi.org/10.1590/0034-761220190445x.
https://doi.org/10.1590/0034-76122019044...
), especially the Mina Córrego do Feijão dam collapse (hereafter dam collapse) (Silva Rotta et al. 2020SILVA ROTTA LH, ALCÂNTARA E, PARK E, NEGRI RG, LIN YN, BERNARDO N, MENDES TSG & SOUZA FILHO CR. 2020. The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. Int J Appl Earth Obs Geoinf 90: 1-12. https://doi.org/10.1016/j.jag.2020.102119.
https://doi.org/10.1016/j.jag.2020.10211...
), oil spills on the coast (Soares et al. 2020), and fires in the Amazon (Silveira et al. 2020SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
https://doi.org/10.3390/land9120516...
). The following is a brief description of the three events.

Table I
Variables used in the analyses to measure the Brazilian people’s perception of the country’s environmental situation in the last five years considering the dam collapse, oil spills on the coast, and the fires in the Amazon – Environmental impacts of 2019.

On the 25th of January 2019, the “Córrego do Feijão” tailing dam collapsed in the city of Brumadinho (State of Minas Gerais), spilling about 12 million cubic meters of mud with ore (Thompson et al. 2020THOMPSON F ET AL. 2020. Severe impacts of the Brumadinho dam failure (Minas Gerais, Brazil) on the water quality of the Paraopeba River. Sci Total Environ 705: 1-6. https://doi.org/10.1016/j.scitotenv.2019.135914.
https://doi.org/10.1016/j.scitotenv.2019...
) in the administrative areas of the Vale S.A. mining company and surrounding communities (Porsani et al. 2019PORSANI JL, DE JESUS FAN & STANGARI MC. 2019. GPR survey on an iron mining area after the collapse of the tailings Dam I at the Córrego do Feijão mine in Brumadinho-MG, Brazil. Remote Sens 11: 1-13. https://doi.org/10.3390/RS11070860.
https://doi.org/10.3390/RS11070860...
). It was one of the world’s largest mining disasters and one of the most relevant Brazilian socio-environmental and work accidents (Polignano & Lemos 2020POLIGNANO MV & LEMOS RS. 2020. Rompimento da barragem da Vale em Brumadinho: impactos socioambientais na Bacia do Rio Paraopeba. Cienc Cult 72: 37-43. https://doi.org/10.21800/2317-66602020000200011.
https://doi.org/10.21800/2317-6660202000...
), which culminated in the deaths of 266 people, while 4 people remain missing (Vale 2022VALE. 2022. Atualizações Brumadinho. Available at “http://www.vale.com/brasil/PT/aboutvale/servicos-para-comunidade/minas-gerais/atualizacoes_brumadinho/Paginas/listas-atualizadas.aspx.”. Accessed at October 16, 2022.
http://www.vale.com/brasil/PT/aboutvale/...
). Water accumulating on the dam’s surface since its deactivation (2005) and seepage may have caused the dam to rupture (Silva Rotta et al. 2020SILVA ROTTA LH, ALCÂNTARA E, PARK E, NEGRI RG, LIN YN, BERNARDO N, MENDES TSG & SOUZA FILHO CR. 2020. The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. Int J Appl Earth Obs Geoinf 90: 1-12. https://doi.org/10.1016/j.jag.2020.102119.
https://doi.org/10.1016/j.jag.2020.10211...
). The consequent mud spill suppressed 70.65 ha of native Atlantic Forest (Thompson et al. 2020THOMPSON F ET AL. 2020. Severe impacts of the Brumadinho dam failure (Minas Gerais, Brazil) on the water quality of the Paraopeba River. Sci Total Environ 705: 1-6. https://doi.org/10.1016/j.scitotenv.2019.135914.
https://doi.org/10.1016/j.scitotenv.2019...
) as well as flowed into the Paraopeba River basin, after traveling 10 km, affecting 18 other counties (Silva et al. 2020SILVA MA DA, FREITAS CM DE, XAVIER DR & ROMÃO AR. 2020. Sobreposição de riscos e impactos no desastre da Vale em Brumadinho. Cienc Cult 72: 21-28. https://doi.org/10.21800/2317-66602020000200008.
https://doi.org/10.21800/2317-6660202000...
). The contamination of this river compromised the water supply for the dependent regions of this basin (CPRM 2019CPRM. 2019. Monitoramento Especial da Bacia Do Rio Paraopeba - Relatório 02: Monitoramento Geoquímico Primeira Campanha 24.) along with the surrounding area, impacting biota (Vergilio et al. 2020VERGILIO CS ET AL. 2020. Metal concentrations and biological effects from one of the largest mining disasters in the world (Brumadinho, Minas Gerais, Brazil). Sci Rep 10: 1-12. https://doi.org/10.1038/s41598-020-62700-w.
https://doi.org/10.1038/s41598-020-62700...
), flora, and tourism. The local community also was affected by unemployment or inability to work, food unavailability, and declines in mental and physical health (Polignano & Lemos 2020POLIGNANO MV & LEMOS RS. 2020. Rompimento da barragem da Vale em Brumadinho: impactos socioambientais na Bacia do Rio Paraopeba. Cienc Cult 72: 37-43. https://doi.org/10.21800/2317-66602020000200011.
https://doi.org/10.21800/2317-6660202000...
).

The second event considered in this study were the vast episodes of fires that occurred in the Brazilian Amazon, from July to December 2019. Brazil’s National Institute of Space Research Agency (INPE in Portuguese) recorded 78 570 distinct fires in this ecosystem (INPE 2021INPE. 2021. Programa Queimadas. Available at “http://queimadas.dgi.inpe.br/queimadas/portal.”. Accessed at February 01, 2021.
http://queimadas.dgi.inpe.br/queimadas/p...
): almost a three-fold increase compared to the values observed in the previous year (Barlow et al. 2020BARLOW J, BERENGUER E, CARMENTA R & FRANÇA F. 2020. Clarifying Amazonia’s burning crisis. Glob Chang Biol 26: 319-321. https://doi.org/10.1111/gcb.14872.
https://doi.org/10.1111/gcb.14872...
). These outbreaks of fires were not significantly influenced by meteorological conditions (Kelley et al. 2021KELLEY DI, BURTON C, HUNTINGFORD C, BROWN MAJ, WHITLEY R & DONG N. 2021. Technical note: Low meteorological influence found in 2019 Amazonia fires. Biogeosci 18: 787-804. https://doi.org/10.5194/bg-18-787-2021.
https://doi.org/10.5194/bg-18-787-2021...
, Silveira et al. 2020SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
https://doi.org/10.3390/land9120516...
). The main causes have been attributed to accumulative deforestation (Barlow et al. 2020BARLOW J, BERENGUER E, CARMENTA R & FRANÇA F. 2020. Clarifying Amazonia’s burning crisis. Glob Chang Biol 26: 319-321. https://doi.org/10.1111/gcb.14872.
https://doi.org/10.1111/gcb.14872...
, INPE 2021INPE. 2021. Programa Queimadas. Available at “http://queimadas.dgi.inpe.br/queimadas/portal.”. Accessed at February 01, 2021.
http://queimadas.dgi.inpe.br/queimadas/p...
) and the country’s political instability (Escobar 2019aESCOBAR H. 2019a. Amazon fires clearly linked to deforestation, scientists say. Science (80-. ). 365: 853. https://doi.org/10.1126/science.365.6456.853.
https://doi.org/10.1126/science.365.6456...
, Soares et al. 2020) which stimulated landowners and farmers to set fires to clear land (Silveira et al. 2020SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
https://doi.org/10.3390/land9120516...
). The fires caused large ecosystem damage and released greenhouse gases to the atmosphere (Lovejoy & Nobre 2019LOVEJOY TE & NOBRE C. 2019. Amazon tipping point: Last chance for action. Sci Adv 5, 4-6. https://doi.org/10.1126/sciadv.aba2949.
https://doi.org/10.1126/sciadv.aba2949...
), further contributing to climate change. The gas and the particulate matter emission from fires also affected the air quality (Lovejoy & Nobre 2019LOVEJOY TE & NOBRE C. 2019. Amazon tipping point: Last chance for action. Sci Adv 5, 4-6. https://doi.org/10.1126/sciadv.aba2949.
https://doi.org/10.1126/sciadv.aba2949...
, Marlier et al. 2020MARLIER ME, BONILLA EX & MICKLEY LJ. 2020. How Do Brazilian Fires Affect Air Pollution and Public Health? GeoHealth 1-5. https://doi.org/10.1029/2020GH000331.
https://doi.org/10.1029/2020GH000331...
), causing respiratory ailments for human beings (Marlier et al. 2020MARLIER ME, BONILLA EX & MICKLEY LJ. 2020. How Do Brazilian Fires Affect Air Pollution and Public Health? GeoHealth 1-5. https://doi.org/10.1029/2020GH000331.
https://doi.org/10.1029/2020GH000331...
). Other impacts of fires are disruptions to social processes and functioning, psychosocial consequences, reduced tourism, and loss of landscape’s aesthetic value (Paveglio et al. 2015PAVEGLIO TB, BRENKERT-SMITH H, HALL T & SMITH AMS. 2015. Understanding social impact from wildfires: Advancing means for assessment. Int J Wildl Fire 24: 212-224. https://doi.org/10.1071/WF14091.
https://doi.org/10.1071/WF14091...
). Moreover, the 2019 fires increased the instability and vulnerability of local communities of the Amazon, including indigenous and riverside communities (ISA 2020ISA. 2020. Stolen forest: invasions threaten Indigenous Lands in the Xingu basin. Available at “https://www.socioambiental.org/en/noticias-socioambientais/stolen-forest-invasions-threaten-indigenous-lands-in-the-xingu-basin.”. Accessed at February 12, 2021.
https://www.socioambiental.org/en/notici...
).

The third event observed in this study were the crude oil spills first observed on the Brazilian coast (mainly in the Northeast) in August 2019. The peak incident occurred until December 2019 (Soares et al. 2020), but large slicks were reported in June 2020 and July 2021, during the COVID-19 pandemic, and also October 2022 (Bahia state) (Sousa 2022SOUSA A. 2022. Manchas de óleo voltam a aparecer em praias na Bahia. Folha São Paulo. Available “https//www1.folha.uol.com.br/ambiente/2022/10/manchas-de-oleo-voltam-a-aparecer-em-praias-na-bahia.shtml”. Accessed Oct. 25, 2022.). This disaster was considered the worst environmental disaster that occurred in Brazilian and the most extensive in tropical oceans (Soares et al. 2022SOARES MO, TEIXEIRA CEP, BEZERRA LEA, RABELO EF, CASTRO IB & CAVALCANTE RM. 2022. The most extensive oil spill registered in tropical oceans (Brazil): the balance sheet of a disaster. Environ Sci Pollut Res 29: 19869-19877. https://doi.org/10.1007/s11356-022-18710-4.
https://doi.org/10.1007/s11356-022-18710...
) , as about 5379 tons of oil residue (Oliveira et al. 2022), a toxic and carcinogenic substance (Pena et al. 2020PENA PGL, NORTHCROSS AL, LIMA MAG & RÊGO RCF. 2020. Derramamento de óleo bruto na costa brasileira em 2019: emergência em saúde pública em questão. Cad Saude Publica 36: e00231019. https://doi.org/10.1590/0102-311X00231019.
https://doi.org/10.1590/0102-311X0023101...
) was found along more than 3000 km of beaches, and 11 Brazilian states (IBAMA 2020IBAMA. 2020. Oil stains - Locations affected. Available at “https://www.ibama.gov.br/manchasdeoleo-localidades-atingidas”. Accessed at May 20, 2020.
https://www.ibama.gov.br/manchasdeoleo-l...
). The local communities suffered impacts on their health due to direct contact and indirectly from contaminated fish, inability to fish, or its devaluation. (de Oliveira Estevo et al. 2021DE OLIVEIRA ESTEVO M, LOPES PFM, DE OLIVEIRA JÚNIOR JGC, JUNQUEIRA AB, DE OLIVEIRA SANTOS AP, DA SILVA LIMA JA, MALHADO ACM, LADLE RJ & CAMPOS-SILVA JV. 2021. Immediate social and economic impacts of a major oil spill on Brazilian coastal fishing communities. Mar Pollut Bull 164: 111984. https://doi.org/10.1016/j.marpolbul.2021.111984.
https://doi.org/10.1016/j.marpolbul.2021...
). Additionally, the communities also were impacted by a reduction in tourism and local economic activity (e.g., food, accommodation, leisure, shops, and general services; Câmara et al. 2021CÂMARA SF, PINTO FR, SILVA FR DA, SOARES M DE O & DE PAULA TM. 2021. Socioeconomic vulnerability of communities on the Brazilian coast to the largest oil spill (2019-2020) in tropical oceans. Ocean Coast Manag 202. https://doi.org/10.1016/j.ocecoaman.2020.105506.
https://doi.org/10.1016/j.ocecoaman.2020...
), and unemployment (Ribeiro et al. 2021RIBEIRO LCDS, SOUZA KB DE, DOMINGUES EP & MAGALHÃES AS. 2021. Blue water turns black: economic impact of oil spill on tourism and fishing in Brazilian Northeast. Curr Issues Tour 24: 1042-1047. https://doi.org/10.1080/13683500.2020.1760222.
https://doi.org/10.1080/13683500.2020.17...
). The COVID-19 pandemic aggravated the oil spill’s damage, contributing to a synergic effect on the economy, public health, and ecology (Magalhães et al. 2021MAGALHÃES KM, BARROS KVS, LIMA MCS, ROCHA-BARREIRA CA, ROSA FILHO JS & SOARES MO. 2021. Oil spill + COVID-19: A disastrous year for Brazilian seagrass conservation. Sci Total Environ 764: 142872. https://doi.org/10.1016/j.scitotenv.2020.142872.
https://doi.org/10.1016/j.scitotenv.2020...
). The causes and the culprits of the oil spill are still uncertain, but the Federal Police holds a Greek-flagged ship for this disaster (Porto 2021PORTO D. 2021. Navio grego foi responsável por derramamento de óleo no litoral brasileiro, diz PF. Available at “https://www.cnnbrasil.com.br/nacional/navio-grego-foi-responsavel-por-derramamento-de-oleo-no-litoral-brasileiro-diz-pf/”. Accessed at Oct. 25, 2022. CNN Bras.
https://www.cnnbrasil.com.br/nacional/na...
). Although the environmental and social dimension of this event, more than three years later, is still missing information about the origin of the oil and adequate attention to the socio-environmental damage and investment in research and public policies to analyze and mitigate impacts (Soares et al. 2022SOARES MO, TEIXEIRA CEP, BEZERRA LEA, RABELO EF, CASTRO IB & CAVALCANTE RM. 2022. The most extensive oil spill registered in tropical oceans (Brazil): the balance sheet of a disaster. Environ Sci Pollut Res 29: 19869-19877. https://doi.org/10.1007/s11356-022-18710-4.
https://doi.org/10.1007/s11356-022-18710...
). The consequences of these three events of 2019 can take years to reverse. Their medium and long-term effects are not known, as we consider human perception and awareness are temporally and spatially dynamic with the environment itself (Mónus 2020MÓNUS F. 2020. Environmental perceptions and pro-environmental behavior-comparing different measuring approaches. Environ Educ Res 0: 1-25. https://doi.org/10.1080/13504622.2020.1842332.
https://doi.org/10.1080/13504622.2020.18...
, Truelove & Gillis 2018TRUELOVE HB & GILLIS AJ. 2018. Perception of pro-environmental behavior. Glob Environ Chang 49: 175-185. https://doi.org/10.1016/j.gloenvcha.2018.02.009.
https://doi.org/10.1016/j.gloenvcha.2018...
).

Here, we investigated human perception of the country’s overall environmental situation and the above-described socio-environmental events. We used interviews to evaluate (i) people’s perception of the environmental situation in the last five years, (ii) the degree to which they felt affected by the three major disastrous ecological events of 2019 including socioeconomic characteristics such as age range, gender, income, education level, and proximity to the impacted areas, and (iii) who they held responsible for these events (Figure 1).

Figure 1
Conceptual framework for the surveys and interviews assessing perceptions held by Brazilians of their country’s overall environmental situation and the three massive environmental impacts in 2019 (the dam collapse, oil spills on the coast and fires in the Amazon).

Objectives i and ii will provide a social diagnosis as understanding people’s perceptions of high-impact ecological events in the same country can emerge with insights regarding the interaction of society and the environment. This opens up an opportunity to contribute to identifying ways to reduce the future impacts of environmental changes on society. Objective iii relates to the context-dependent social construct of whom society interprets as responsible for threats to ecological integrity. Such understandings are imperative in megadiverse countries that are constantly threatened by human activities (Jones & Dunlap 1992JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.).

MATERIALS AND METHODS

Data collection

We used structured online surveys (Supplementary Text 1) to investigate the perception concerning these three events and the Brazilian environmental situation in the last five years. We disseminated our surveys using Facebook’s social media networks (SMNs), a useful research tool for Social Sciences (Kosinski et al. 2015KOSINSKI M, MATZ SC, GOSLING SD, POPOV V & STILLWELL D. 2015. Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines. Am Psychol 70: 543-556. https://doi.org/10.1037/a0039210.
https://doi.org/10.1037/a0039210...
) (see in Appendix A). We implemented a paid advertising campaign to target Brazilian citizens (from all states) above 18 years (the legal age in Brazil) between the 12th of May to the 9th of September of 2020. All advertisements shared on Facebook were also shared on Instagram with the same ad configurations. The online form was left available until we had enough respondents to reach a 95% confidence interval (Taherdoost 2017TAHERDOOST H. 2017. Determining sample size; How to calculate survey sample size. Int. J Econ Manag Syst 2: 237-239.), corresponding to 938 people, considering a Brazilian population of 209 500 000 (IBGE 2021IBGE 2021. Population projection: 2010 to 2060. Available at “https://www.ibge.gov.br/apps/populacao/projecao/index.html”. Accessed at March 3, 2021.
https://www.ibge.gov.br/apps/populacao/p...
). This survey follows the standards of the Human Ethics Committee of the Federal University of Goiás and received the follow number of approval # 3.971.032 / 2020.

Data analysis

Of the 938 forms answered, we obtained the proximity to impact variables by estimating the Euclidian distance from the centroid of each respondent’s resident state to the centroid of the affected state. For the dam collapse, we considered the centroid of the state of Minas Gerais, and for the other two events, we took the shortest distance between the respondents’ state of residence and all affected states. We estimated the Brazilian centroids of states using the Political Boundaries of Brazilian States vector map (INDE 2018INDE. 2018. National Spatial Data Infrastructure. Available at “https://dados.gov.br/dataset/ccar_bc250_municipio_a.”. Accessed at October 30, 2020.
https://dados.gov.br/dataset/ccar_bc250_...
), which we converted to South America Albers Equal Area Conic projection in QGIS (QGIS Development Team 2019QGIS DEVELOPMENT TEAM. 2019. QGIS Geographic Information System. Open Source Geospatial Foundation. https://doi.org/http://qgis.org.
https://doi.org/http://qgis.org...
) to maintain accurate area measurements. Thus, we computed the centroid distances using the “spDists” function from the “sp” R package (Pebesma & Biband 2005PEBESMA EJ & BIVAND RS. 2005. Classes and methods for spatial data in R. R News 5(2). https://cran.r-project.org/doc/Rnews/.). Furthermore, for each state, we measured the average number of aspects of respondents’ lives that were affected by the three events. We represented this spatial distribution with maps elaborated using QGIS (QGIS Development Team 2019).

We performed all statistical analyses with 775 of the 938 forms answered, as we did not consider duplicates, non-binary sex (only 1.4% of respondents), incomplete forms, and outliers (Supplementary Material - Figure S1). We used the Likert scale to measure the perception of the Brazil’s environmental situation in the last five years (Table I). We used generalized linear models to investigate how much the people felt affected by these impacts considering characteristics of respondents. We quantified the number of aspects of respondents’ lives that were affected and analyzed them concerning respondents’ socioeconomic characteristics such as age range, sex, income, education level, and proximity to the impacted areas (Table I).

We ran separate full models for each impact and fitted them under Poisson distribution errors. We obtained the Minimal Adequate Models (MAMs) by removing non-significant predictor variables (p > 0.05) from the full models (Crawley 2013CRAWLEY MJ. 2013. The R book, 2nd ed., Wiley, Chichester, West Sussex, UK.). We used the p and Z-values of MAMs to make our inferences. We used the “hpn” function from “hpn” R package (Moral et al. 2017MORAL RA, HINDE J & DEMÉTRIO CGB. 2017. Half-normal plots and overdispersed models in R: The hnp package. J Stat Softw 81. https://doi.org/10.18637/jss.v081.i10.
https://doi.org/10.18637/jss.v081.i10...
) to verify the models’ assumptions (e.g., homogeneity and normality, Zuur et al. 2010ZUUR AF, IENO EN & ELPHICK CS. 2010. A protocol for data exploration to avoid common statistical problems. Methods Ecol Evol 1: 3-14. https://doi.org/10.1111/j.2041-210X.2009.00001.x.
https://doi.org/10.1111/j.2041-210X.2009...
). For it, we plotted the residuals versus fitted values, performing a diagnostic analysis based on half-normal plots with a simulated envelope (Figure S2). To assess the independent contribution and relative importance of each predictor’s variables of our full models, we performed a hierarchical partitioning analysis (Murray & Conner 2009MURRAY K & CONNER MM. 2009. Methods to quantify variable importance: Implications for the analysis of noisy ecological data. Ecology 90: 348-355. https://doi.org/10.1890/07-1929.1.
https://doi.org/10.1890/07-1929.1...
). We used a parameter of significance as an evaluation based on R² goodness of fit, which allowed us to interpret the independent effects of each predictor as the proportion of the explained variance. For the hierarchical partitioning analysis, we also used the Z-value with values >2 to correspond to the predictor’s variable importance using a randomization test with 100 interactions (Nally 2002NALLY R MAC. 2002. Multiple regression and inference in ecology and conservation biology: further comments on identifying important predictor variables. Biodivers Conserv 11: 1397-1401.).

We investigated the respondents’ perceptions of those responsible for the assessed impacts exploring the predetermined choices on the survey (Table I). We analyzed the answers through the “wordcloud” function from the “wordcloud” R package (Fellows 2018FELLOWS I. 2018. wordcloud: Word Clouds. R package version 2.5.), which performs an analysis aggregating similar alternatives, and representing them graphically according to their frequency. All statistical procedures were performed with the software R v.4.0.1 (R Core Team 2020R CORE TEAM. 2020. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing: Viena, Austria.).

RESULTS

The 116 sampling days resulted in 775 analyzed forms, 497 of which were answered by women (64.04%) and 279 by men (35.95%). Brazilians from almost all states participated in the survey, with the exception of the state of Roraima. The state with greatest participation was São Paulo. The respondents’ age ranges varied from 18-22 to 81-90, with 31-40 being the most representative (n=213; 27.44%) and 81-90 the least (n=4; 0.51%). A total of 220 (28.35%) respondents had incomes between one and three times the national minimum wage, and 18 respondents (2.31%) were in the highest sampled income bracket. Finally, the predominant education level was university education (Table SI).

Most of the respondents (65%) reported that the environmental situation in the last five years had worsened considerably, while 26.2% of them perceived that it had worsened, 5.2% reported that it remained stable, 2.6% that it had improved, and none answered that the situation had improved considerably. Thus, in total, 91% of respondents perceived a worsening in the environmental status in Brazil (Table SI).

The analyzed environmental impacts affected at least one aspect of life for 391 (50.45%) of the respondents for the dam collapse, 461 (59.48%) for the oil spills on the coast, and 528 (68.12%) for the fires in the Amazon. The average number of respondents’ affected aspects of life was 1.19 for the dam collapse, 1.43 for the oil spills on the coast, and 1.60 for the fires in the Amazon. The states where, on average, the respondents felt more affected varied for each impact (Figure 2).

Figure 2
The average perception of negative impacts on aspects of life, by Brazilian states, caused by the dam collapse (a), oil spills on the coast (b), and fires in the Amazon (c).

The explanatory variables which composed the MAMs varied for each impact (Table II). Education level was the only explanatory variable in common for all three impact models (Table II, Figure 3). Gender was the only variable that did not explain any variation for all events. On average, from our research respondents, people with higher levels of education were affected in more life areas than those with low levels of education (Figure 3a-c). Income explained how much the respondents felt impacted by the dam collapse (Figure 3a) and Amazon impacts (Figure 3c), but not by the oil spills (Figure 3b). For these first two events, our data shows that people with higher incomes were more affected by the impacts. However, for the oil spill on the coast, income presented a low influence in how the respondents felt impacted. The age range was related to the respondents’ perception only in the dam collapse, in which younger people were the most affected (Figure 3a). Proximity to the impact was relevant concerning the dam collapse (Figure 3a) and Amazon impacts (Figure 3c), in which respondents living near the regions where these events occurred felt more affected than people living further. Overall, level of education was the most important descriptor for the oil spills on the coast and fires in the Amazon, accounting for about 50% of the explanation of the full model. The dam collapse was better predicted by the proximity to the disasters, followed by level of education, age, and income (Figure 3a).

Figure 3
Perception of how much the respondents felt affected by the dam collapse (a), oil spills on the coast (b), and fires in the Amazon (c), concerning age range, income, education level, and proximity to the impacted areas. Dark gray bars represent significant effects (Z > 2) of the independent contribution of each explanatory variable (relative importance) on the perception of each disaster.
Table II
Deviance table of the Minimum Adequate Models for how much the respondents felt affected by the three major environmental impacts of 2019 in relation to their age range, income, education level, and proximity to the impacted areas.

Most respondents reported that private companies were the main actors responsible for the dam collapse and the oil spills on the coast (Figure 4). For the fires in the Amazon, the top ranked culprit was criminal activity (Figure 4c). The government and criminal activity were both placed in the top three positions of actors responsible for each of the three impacts (Figure 4a-c).

Figure 4
Word clouds representing the frequency of respondents’ choices about who they hold responsible for the dam collapse (a), oil spills on the coast (b), and fires in the Amazon (c) – Environmental impacts of 2019.

DISCUSSION

From our sampled population, limited to people that can read, use a computer, have internet access, and use social media platform, most perceived a worsened environmental status, which is congruent with the Brazilian political crisis (Escobar 2019bESCOBAR H. 2019b. Brazilian president attacks deforestation data. Science (80-. ). 365: 419. https://doi.org/10.1126/science.365.6452.419.
https://doi.org/10.1126/science.365.6452...
, Wade 2016WADE L. 2016. Brazilian crisis threatens science and environment. Science (80-. ). 352: 1044. https://doi.org/10.1126/science.352.6289.1044.
https://doi.org/10.1126/science.352.6289...
) and a series of changes and events related to the environment, like actions and changes in environmental laws that endanger biodiversity protection (Abessa et al. 2019ABESSA D, FAMÁ A & BURUAEM L. 2019. The systematic dismantling of Brazilian environmental laws risks losses on all fronts. Nat Ecol Evol 3: 510-511. https://doi.org/10.1038/s41559-019-0855-9.
https://doi.org/10.1038/s41559-019-0855-...
, Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
). The last decade’s reduction of investments in national environmental protection also has been remarkable (Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
). Similarly, federal environmental agencies have been weakened by replacing specialists with military officials or by the appointment of officials without training in environmental protection (Vale et al. 2021VALE MM, BERENGUER E, ARGOLLO DE MENEZES M, VIVEIROS DE CASTRO EB, PUGLIESE DE SIQUEIRA L & PORTELA RCQ. 2021. The COVID-19 pandemic as an opportunity to weaken environmental protection in Brazil. Biol Conserv 255: https://doi.org/10.1016/j.biocon.2021.108994.
https://doi.org/10.1016/j.biocon.2021.10...
). Moreover, the occurrence and knowledge of these three disastrous ecological events (Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
) within the last five years would contribute to a more negative perception of the environmental situation in Brazil.

We revealed how the three disastrous environmental events of 2019 have affected the livelihoods of our surveyed respondents. However, it is important to highlight that the concept of environmental perception depends on history, culture and many individual characteristics (Dietz et al. 1998DIETZ T, STERN PC & GUAGNANO GA. 1998. Social structural and social psychological bases of environmental concern. Environ Behav 30: 450-471. https://doi.org/10.1177/001391659803000402.
https://doi.org/10.1177/0013916598030004...
, Jones & Dunlap 1992JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.). These internal conditions, plus social and psychological aspects, can engender personal environmental concerns and pro-environmental behavior and attitudes (Bennett et al. 2017BENNETT NJ ET AL. 2017. Conservation social science: Understanding and integrating human dimensions to improve conservation. Biol Conserv 205: 93-108. https://doi.org/10.1016/j.biocon.2016.10.006.
https://doi.org/10.1016/j.biocon.2016.10...
, Colley & Craig 2019COLLEY K & CRAIG T. 2019. Natural places: Perceptions of wildness and attachment to local greenspace. J Environ Psychol 61: 71-78. https://doi.org/10.1016/j.jenvp.2018.12.007.
https://doi.org/10.1016/j.jenvp.2018.12....
, Corraliza & Berenguer 2000CORRALIZA JA & BERENGUER J. 2000. Environmental values, beliefs, and actions: A situational approach. Environ Behav 32: 832-848. https://doi.org/10.1177/00139160021972829.
https://doi.org/10.1177/0013916002197282...
, Cruz & Manata 2020CRUZ SM & MANATA B. 2020. Measurement of Environmental Concern: A Review and Analysis. Front Psychol 11: 1-14. https://doi.org/10.3389/fpsyg.2020.00363.
https://doi.org/10.3389/fpsyg.2020.00363...
, Jones & Dunlap 1992JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.). Our results show that the way each respondent felt affected by the environmental impacts on their lives varies among the three evaluated events concerning their personal and social characteristics. This is not surprising since environmental damage perception is a context-dependent social construction (Bennett et al. 2017BENNETT NJ ET AL. 2017. Conservation social science: Understanding and integrating human dimensions to improve conservation. Biol Conserv 205: 93-108. https://doi.org/10.1016/j.biocon.2016.10.006.
https://doi.org/10.1016/j.biocon.2016.10...
, Brody et al. 2004BRODY SD, HIGHFIELD W & ALSTON L. 2004. Does Location Matter? Measuring Environmental Perceptions of Creeks in Two San Antonio Watersheds. Environ Behav 36: 229-250. https://doi.org/10.1177/0013916503256900.
https://doi.org/10.1177/0013916503256900...
).

As we expected, the level of education explained the number of affected aspects of life for all impacts. Knowledge and level of education both have been considered predictors of environmental concern (Gifford & Nilsson 2014GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
https://doi.org/10.1002/ijop.12034...
, Jones & Dunlap 1992JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.), and educated people tend to feel more greatly affected by the environment (Gifford & Nilsson 2014GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
https://doi.org/10.1002/ijop.12034...
). Pro-environmental behaviors and attitudes depend directly on having adequate knowledge about environmental issues (Robelia & Murphy 2012ROBELIA B & MURPHY T. 2012. What do people know about key environmental issues? A review of environmental knowledge surveys. Environ Educ Res 18: 299-321. https://doi.org/10.1080/13504622.2011.618288.
https://doi.org/10.1080/13504622.2011.61...
). However, we understand that it is complex and controversial to determine a cause-and-effect relationship of education with the population’s ability to perceive a greater number of risks. Socioeconomic characteristics alone cannot predict environmental perception, since other factors such as history and culture aid in its determination (Bennett et al. 2017BENNETT NJ ET AL. 2017. Conservation social science: Understanding and integrating human dimensions to improve conservation. Biol Conserv 205: 93-108. https://doi.org/10.1016/j.biocon.2016.10.006.
https://doi.org/10.1016/j.biocon.2016.10...
), but it is known that they can act as modifiers or amplifiers (Wachinger et al. 2013WACHINGER G, RENN O, BEGG C & KUHLICKE C. 2013. The risk perception paradox-implications for governance and communication of natural hazards. Risk Anal 33: 1049-1065. https://doi.org/10.1111/j.1539-6924.2012.01942.x.
https://doi.org/10.1111/j.1539-6924.2012...
). People living in proximity to the dam collapse and living in the states directly impacted by the fires in the Amazon felt more affected than people who lived farther away. Previous studies have also found that proximity to impacted areas contributed to how many people became injured (Brody et al. 2004BRODY SD, HIGHFIELD W & ALSTON L. 2004. Does Location Matter? Measuring Environmental Perceptions of Creeks in Two San Antonio Watersheds. Environ Behav 36: 229-250. https://doi.org/10.1177/0013916503256900.
https://doi.org/10.1177/0013916503256900...
, Gifford & Nilsson 2014GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
https://doi.org/10.1002/ijop.12034...
). However, proximity would not be a determinant factor without a personal experience of damage, as observed with people’s perception of climate change and its possible consequences (Lujala et al. 2015LUJALA P, LEIN H & RØD JK. 2015. Climate change, natural hazards, and risk perception: the role of proximity and personal experience. Local Environ 20: 489-509. https://doi.org/10.1080/13549839.2014.887666.
https://doi.org/10.1080/13549839.2014.88...
). The age factor was relevant only for the dam collapse. Younger people, aged 18 and younger, tended to feel more damaged psychologically and emotionally than older people, despite the fact that the direct consequences of the disasters in their lives, such as material losses, were equal to both (Gifford & Nilsson 2014GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
https://doi.org/10.1002/ijop.12034...
, Ngo 2001NGO EB. 2001. When Disasters and Age Collide: Reviewing Vulnerability of the Elderly. Nat Hazards Rev 2.). Similarly, people with higher incomes felt more affected for all events, but this factor had low importance for the oil spill impact. Franzen and Meyer (2010FRANZEN A & MEYER R. 2010. Environmental attitudes in cross-national perspective: A multilevel analysis of the ISSP 1993 and 2000. Eur Sociol Rev 26: 219-234. https://doi.org/10.1093/esr/jcp018.
https://doi.org/10.1093/esr/jcp018...
) observed a positive correlation between environmental concerns and gross domestic product (GDP) per capita, converging for most upper-middle class environmentalists. A potential explanation for that is an inversion of people’s values with increasing income, from materialist to post-materialist, and being focused on self-development and well-being (Gökşen et al. 2002GÖKŞEN F, ADAMAN F & ÜNAL ZENGINOBUZ E. 2002. On environmental concern, willingness to pay, and postmaterialist values: Evidence from Istanbul. Environ Behav 34: 616-633. https://doi.org/10.1177/0013916502034005003.
https://doi.org/10.1177/0013916502034005...
). When income increases to such a point, basic material needs do not require great time and effort, and other aspects, such as education and environmental concern are prioritized (Gökşen et al. 2002GÖKŞEN F, ADAMAN F & ÜNAL ZENGINOBUZ E. 2002. On environmental concern, willingness to pay, and postmaterialist values: Evidence from Istanbul. Environ Behav 34: 616-633. https://doi.org/10.1177/0013916502034005003.
https://doi.org/10.1177/0013916502034005...
). This can also be inferred at higher social scales, where rich people from developing countries tend to be more environmentally concerned than those from poorer ones (Fairbrother 2013FAIRBROTHER M. 2013. Rich People, Poor People, and Environmental Concern: Evidence across Nations and Time. Eur Sociol Rev 29.).

As these studied environmental impacts were huge, their repercussions reached a broad and worldwide audience (The Washington Post 2019THE WASHINGTON POST. 2019. The Brazilian Amazon is still burning. Available at “https://www.washingtonpost.com/politics/2019/10/07/brazilian-amazon-is-still-burning-who-is-responsible/”. Accessed at February 06, 2020.
https://www.washingtonpost.com/politics/...
). However, some geographical scale particularities have to be highlighted to provide insights into Brazilian perceptions for each of the three disastrous events. The dam collapse happened in a limited area, having an immense effect on local people’s lives and the regional ecosystem (Polignano & Lemos 2020POLIGNANO MV & LEMOS RS. 2020. Rompimento da barragem da Vale em Brumadinho: impactos socioambientais na Bacia do Rio Paraopeba. Cienc Cult 72: 37-43. https://doi.org/10.21800/2317-66602020000200011.
https://doi.org/10.21800/2317-6660202000...
, Thompson et al. 2020THOMPSON F ET AL. 2020. Severe impacts of the Brumadinho dam failure (Minas Gerais, Brazil) on the water quality of the Paraopeba River. Sci Total Environ 705: 1-6. https://doi.org/10.1016/j.scitotenv.2019.135914.
https://doi.org/10.1016/j.scitotenv.2019...
). On the other hand, the oil spill has a broader scale, affecting those who live in the coastal areas as well as Brazilians that come from non-coastal areas for recreation and tourism purposes (Soares et al. 2020SOARES MO ET AL 2020. Oil spill in South Atlantic (Brazil): Environmental and governmental disaster. Mar. Policy 115. https://doi.org/10.1016/j.marpol.2020.103879.
https://doi.org/10.1016/j.marpol.2020.10...
). In contrast, although the fires in the Amazon have occurred on a biome scale, it has not affected only local people but also populations from other regions, as the smoke extended to southeastern states (Lovejoy & Nobre 2019LOVEJOY TE & NOBRE C. 2019. Amazon tipping point: Last chance for action. Sci Adv 5, 4-6. https://doi.org/10.1126/sciadv.aba2949.
https://doi.org/10.1126/sciadv.aba2949...
). However, this impact additionally raised international concerns (The BBC News 2020THE BBC NEWS. 2020. Amazon fires: What’s the latest in Brazil? Available at “https://www.bbc.com/news/world-latin-america-49971563”. Accessed at February 06, 2021.
https://www.bbc.com/news/world-latin-ame...
, The Guardian 2020THE GUARDIAN. 2020. Amazon fires: what is happening and is there anything we can do? Available at “https://www.theguardian.com/environment/2019/aug/23/amazon-fires-what-is-happening-anything-we-can-do”. Accessed at February 06, 2020.
https://www.theguardian.com/environment/...
). The three events occurred in the same country; therefore, we could expect a national identity to shape a perception pattern of how people felt affected. However, as it is a country of continental dimensions, this scale-dependent context only emerged on the regional scale (dam collapse).

Of the set of culprits presented as the main responsible for the three environmental impacts, most of the respondents blamed private companies, the government, and criminal activity, although these groups ranked different positions for each impact. Private companies ranked first for the dam collapse and the oil spill events, which would be expected considering its scope, impacts, and market control. Ten companies in the world hold more than 50% of global productions of nickel, iron, and copper, and the same number of companies hold 72% of the world’s oil reserves (Folke et al. 2019FOLKE C ET AL. 2019. Transnational corporations and the challenge of biosphere stewardship. Nat Ecol Evol 3: 1396-1403. https://doi.org/10.1038/s41559-019-0978-z.
https://doi.org/10.1038/s41559-019-0978-...
). These industries damage the environment with habitat destruction, air and land contamination, loss of biodiversity, and others (Folke et al. 2019FOLKE C ET AL. 2019. Transnational corporations and the challenge of biosphere stewardship. Nat Ecol Evol 3: 1396-1403. https://doi.org/10.1038/s41559-019-0978-z.
https://doi.org/10.1038/s41559-019-0978-...
). In the case of the dam collapse, the mining waste that destroyed the Córrego do Feijão district and damaged a long extension of the Paraopeba River came from a primate company, Vale S.A. Furthermore, Brazil had already experienced other huge dam failures in the recent past, such as the Fundão mine located in the municipality of Mariana, which was owned by the Samarco Company, controlled by Vale S.A. (Cionek et al. 2019CIONEK VM, ALVES GHZ, TÓFOLI RM, RODRIGUES-FILHO JL & DIAS RM & 2019. Brazil in the mud again: lessons not learned from Mariana dam collapse. Biodivers Conserv 28: 1935-1938. https://doi.org/10.1007/s10531-019-01762-3.
https://doi.org/10.1007/s10531-019-01762...
, Garcia et al. 2017GARCIA LC, RIBEIRO DB, DE OLIVEIRA ROQUE F, OCHOA-QUINTERO JM & LAURANCE WF. 2017. Brazil’s worst mining disaster: Corporations must be compelled to pay the actual environmental costs: Corporations. Ecol Appl 27: 5-9. https://doi.org/10.1002/eap.1461.
https://doi.org/10.1002/eap.1461...
). The private monopoly of the world’s oil reserves seems to be related to private companies ranking as the main culprit for the oil spill on the Brazilian coast (Folke et al. 2019FOLKE C ET AL. 2019. Transnational corporations and the challenge of biosphere stewardship. Nat Ecol Evol 3: 1396-1403. https://doi.org/10.1038/s41559-019-0978-z.
https://doi.org/10.1038/s41559-019-0978-...
). However, at the moment of this writing, the culprits that are legally responsible for this environmental disaster have not yet been identified (Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
).

For the Amazon fires, criminal activities ranked first as the possible culprits, followed by the government. This is not surprising considering events like “Fire Day”, in which farmers were coordinated to set fires in agricultural and deforested areas during this day (Silveira et al. 2020SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
https://doi.org/10.3390/land9120516...
). As a consequence, 20% of fire occurrences during 2019 happened in the two weeks that followed the Fire Day (Silveira et al. 2020SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
https://doi.org/10.3390/land9120516...
). Nevertheless, citizens will also question the government’s responsibility for environmental impacts since it is one of the government’s duties to protect the country’s biodiversity and natural resources (Brazil Law No. 6938/1981).

Despite the potential and reach of SMNs, voices of groups can be omitted, and values such as loyalty, authority and social bonds can be maximized in this environment, representing some sampling biases on these platforms (Hargittai 2020HARGITTAI E. 2020. Potential Biases in Big Data: Omitted Voices on Social Media. Soc Sci Comput Rev 38: 10-24. https://doi.org/10.1177/0894439318788322.
https://doi.org/10.1177/0894439318788322...
). However, these biases do not invalidate Facebook as a research tool for demographic and psychometric aspects (Kalimeri et al. 2020KALIMERI K, BEIRÓ MG, BONANOMI A, ROSINA A & CATTUTO C. 2020. Traditional versus facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information. Demogr Res 42: 133-148. https://doi.org/10.4054/DemRes.2020.42.5.
https://doi.org/10.4054/DemRes.2020.42.5...
). Another limitation for sampling is that only 21,7% of Brazilians have access to the Internet and social media networks (IBGE 2021IBGE 2021. Population projection: 2010 to 2060. Available at “https://www.ibge.gov.br/apps/populacao/projecao/index.html”. Accessed at March 3, 2021.
https://www.ibge.gov.br/apps/populacao/p...
). Since it is not possible to eliminate this type of bias, we limited the advertisement campaign for a random sampling of the legal-aged population (age 18 and over in Brazil). Although the biases are reduced, they are still present. Every advertisement shared on Facebook was also shared on Instagram with the same ad configurations.

There is also a “distance bias” associated with the determination of a central point to assess the effects of the distance between the respondent and the events in the results. Some of these events, such as the oil spill on the Brazilian coast and the Amazon fires, happened in widespread areas, and Brazil is a continental sized country, with states that are large in geography. To minimize this bias, we calculated centroid areas based on the respondent’s home state and the local of the environmental impact. These detailed procedures are presented in the Methods section. Despite addressing this bias, however, our results show a spatial distribution of perception from the perspective that respondents living closer to the impacted area are possibly more concerned with its environmental quality (Brody et al. 2004BRODY SD, HIGHFIELD W & ALSTON L. 2004. Does Location Matter? Measuring Environmental Perceptions of Creeks in Two San Antonio Watersheds. Environ Behav 36: 229-250. https://doi.org/10.1177/0013916503256900.
https://doi.org/10.1177/0013916503256900...
).

In regards to the entities which respondents held responsible for these disastrous events, we provided on the online form with predetermined choices (Supporting text S1) as well as a blank space for other possibilities. However, few respondents used this opportunity, and the low number of responses do not allow for further analysis.

The people’s perception of a country’s environmental situation are linked to the history of actions and positions that the country took in facing events that changed ecosystems and impacted biodiversity (Cionek et al. 2019CIONEK VM, ALVES GHZ, TÓFOLI RM, RODRIGUES-FILHO JL & DIAS RM & 2019. Brazil in the mud again: lessons not learned from Mariana dam collapse. Biodivers Conserv 28: 1935-1938. https://doi.org/10.1007/s10531-019-01762-3.
https://doi.org/10.1007/s10531-019-01762...
, Colley & Craig 2019COLLEY K & CRAIG T. 2019. Natural places: Perceptions of wildness and attachment to local greenspace. J Environ Psychol 61: 71-78. https://doi.org/10.1016/j.jenvp.2018.12.007.
https://doi.org/10.1016/j.jenvp.2018.12....
). The determination of environmental liability is linked to a lengthy judicial process. When the process determines culprits, the fines imposed do not recover the damage caused and do not reflect the real cost for lost biodiversity (Garcia et al. 2017GARCIA LC, RIBEIRO DB, DE OLIVEIRA ROQUE F, OCHOA-QUINTERO JM & LAURANCE WF. 2017. Brazil’s worst mining disaster: Corporations must be compelled to pay the actual environmental costs: Corporations. Ecol Appl 27: 5-9. https://doi.org/10.1002/eap.1461.
https://doi.org/10.1002/eap.1461...
, Ziliotto 2020ZILIOTTO MM. 2020. Consensualism and State: A solution to the low environmental fines payment rate? Int J Open Gov 9: 203-217.). Moreover, those responsible for the impacts try to judicially exempt themselves from socio-environmental responsibility (Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
) or neglect to pay the imposed fines, as in the case of the dam collapse (Cionek et al. 2019CIONEK VM, ALVES GHZ, TÓFOLI RM, RODRIGUES-FILHO JL & DIAS RM & 2019. Brazil in the mud again: lessons not learned from Mariana dam collapse. Biodivers Conserv 28: 1935-1938. https://doi.org/10.1007/s10531-019-01762-3.
https://doi.org/10.1007/s10531-019-01762...
, Garcia et al. 2017GARCIA LC, RIBEIRO DB, DE OLIVEIRA ROQUE F, OCHOA-QUINTERO JM & LAURANCE WF. 2017. Brazil’s worst mining disaster: Corporations must be compelled to pay the actual environmental costs: Corporations. Ecol Appl 27: 5-9. https://doi.org/10.1002/eap.1461.
https://doi.org/10.1002/eap.1461...
). Additionally, the fines cannot compensate for the huge environmental damage (Ziliotto 2020ZILIOTTO MM. 2020. Consensualism and State: A solution to the low environmental fines payment rate? Int J Open Gov 9: 203-217.). This legal instability related to environmental issues is likely to foster the population’s mistrust in the government’s duty of biodiversity protection.

Finally, considering the weakening of Brazilian environmental protection and the currently poor environmental governance, new disasters are likely to happen (Barbosa et al. 2021BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
https://doi.org/10.1016/j.landusepol.202...
, Cionek et al. 2019CIONEK VM, ALVES GHZ, TÓFOLI RM, RODRIGUES-FILHO JL & DIAS RM & 2019. Brazil in the mud again: lessons not learned from Mariana dam collapse. Biodivers Conserv 28: 1935-1938. https://doi.org/10.1007/s10531-019-01762-3.
https://doi.org/10.1007/s10531-019-01762...
, Ferrante & Fearnside 2019FERRANTE L & FEARNSIDE PM. 2019. Brazil’s new president and “ruralists” threaten Amazonia’s environment, traditional peoples and the global climate. Environ Conserv https://doi.org/10.1017/S0376892919000213.
https://doi.org/10.1017/S037689291900021...
, Garcia et al. 2017GARCIA LC, RIBEIRO DB, DE OLIVEIRA ROQUE F, OCHOA-QUINTERO JM & LAURANCE WF. 2017. Brazil’s worst mining disaster: Corporations must be compelled to pay the actual environmental costs: Corporations. Ecol Appl 27: 5-9. https://doi.org/10.1002/eap.1461.
https://doi.org/10.1002/eap.1461...
). It will not take long to occur, as in 2022 when some oil spills were again found on the Brazilian coast (Sousa 2022SOUSA A. 2022. Manchas de óleo voltam a aparecer em praias na Bahia. Folha São Paulo. Available “https//www1.folha.uol.com.br/ambiente/2022/10/manchas-de-oleo-voltam-a-aparecer-em-praias-na-bahia.shtml”. Accessed Oct. 25, 2022.), the Amazon caught fire again in 2020 (NASA Earth Observatory 2020NASA EARTH OBSERVATORY. 2020. Fires Raged in the Amazon Again in 2020. Available at “https://earthobservatory.nasa.gov/images/147946/fires-raged-in-the-amazon-again-in-2020”. Accessed at May 20, 2021.
https://earthobservatory.nasa.gov/images...
), and the Pantanal biome suffered one of its greatest fire episodes (Garcia et al. 2021GARCIA L, SZABO J, ROQUE F, PEREIRA A, DA CUNHA C, DAMASCENO-JUNIOR G, MORATO R, TOMAS W, LIBONATI R & RIBEIRO D. 2021. Record-breaking wildfires in the world’s largest continuous tropical wetland: Integrative fire management is urgently needed for both biodiversity and humans. J Environ Manage 293: 112870. https://doi.org/10.1016/j.jenvman.2021.112870.
https://doi.org/10.1016/j.jenvman.2021.1...
). Although these disasters have consequence for the rest of the world, the biodiverse environment of Brazil and its people are the most affected entities of these disastrous events. As part of this nation’s history, these events are shaping social perceptions and the decision-making processes in relation to the environment.

ACKNOWLEDGMENTS

A.B., G.A.B., L.B.P.S are supported by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) scholarships. F.F.M is supported by CAPES scholarship and Fundação de Amparo à Pesquisa do Estado de Goiás (FAPEG) (process number: 23038.013222/2017-17). A.V.B.J. is supported by the Biodiversity Research Consortium Brazil-Norway (BRC), Hydro-Alunorte (#12/16 Ecological Interaction Project). We thank Mariana L. Catapani for her valuable contribution to our interview structure and ideas for improving the survey.

SUPPLEMENTARY MATERIAL

Figures S1-S2.

Table SI.

Text S1

REFERENCES

  • ABESSA D, FAMÁ A & BURUAEM L. 2019. The systematic dismantling of Brazilian environmental laws risks losses on all fronts. Nat Ecol Evol 3: 510-511. https://doi.org/10.1038/s41559-019-0855-9.
    » https://doi.org/10.1038/s41559-019-0855-9
  • AMATO A, GABRIELLI F, SPINOZZI F, MAGI GALLUZZI L, BALDUCCI S & BEOLCHINI F. 2020. Disaster waste management after flood events. J Flood Risk Manag 13: 1-9. https://doi.org/10.1111/jfr3.12566.
    » https://doi.org/10.1111/jfr3.12566
  • ASLANIMEHR P, EVA MARSAL G, WEBER B & KNAPP F. 2018. Nature gives and nature takes: A qualitative comparison between Canadian and German children about their concepts of “nature.” Child Philos 14: 483-515. https://doi.org/10.12957/childphilo.2018.30037.
    » https://doi.org/10.12957/childphilo.2018.30037
  • BARBOSA LG, ALVES MAS & GRELLE CEV. 2021. Actions against sustainability: Dismantling of the environmental policies in Brazil. Land Use Pol 104: 105384. https://doi.org/10.1016/j.landusepol.2021.105384.
    » https://doi.org/10.1016/j.landusepol.2021.105384
  • BARLOW J, BERENGUER E, CARMENTA R & FRANÇA F. 2020. Clarifying Amazonia’s burning crisis. Glob Chang Biol 26: 319-321. https://doi.org/10.1111/gcb.14872.
    » https://doi.org/10.1111/gcb.14872
  • BENNETT NJ ET AL. 2017. Conservation social science: Understanding and integrating human dimensions to improve conservation. Biol Conserv 205: 93-108. https://doi.org/10.1016/j.biocon.2016.10.006.
    » https://doi.org/10.1016/j.biocon.2016.10.006
  • BRODY SD, HIGHFIELD W & ALSTON L. 2004. Does Location Matter? Measuring Environmental Perceptions of Creeks in Two San Antonio Watersheds. Environ Behav 36: 229-250. https://doi.org/10.1177/0013916503256900.
    » https://doi.org/10.1177/0013916503256900
  • CÂMARA SF, PINTO FR, SILVA FR DA, SOARES M DE O & DE PAULA TM. 2021. Socioeconomic vulnerability of communities on the Brazilian coast to the largest oil spill (2019-2020) in tropical oceans. Ocean Coast Manag 202. https://doi.org/10.1016/j.ocecoaman.2020.105506
    » https://doi.org/10.1016/j.ocecoaman.2020.105506
  • CAPELARI MGM, DE ARAÚJO SMVG, CALMON PCDP & BORINELLI B. 2020. Large-scale environmental policy change: Analysis of the Brazilian reality. Rev Adm Publica 54: 1691-1710. https://doi.org/10.1590/0034-761220190445x.
    » https://doi.org/10.1590/0034-761220190445x
  • CHRISTOS T, IOANNIS G & ALEXANDROS K. 2020. Social media: a valuable tool to inform shark conservation in Greece. Mediterr Mar Sci 21: 493-498. https://doi.org/https://doi.org/10.12681/mms.22165.
    » https://doi.org/https://doi.org/10.12681/mms.22165
  • CIONEK VM, ALVES GHZ, TÓFOLI RM, RODRIGUES-FILHO JL & DIAS RM & 2019. Brazil in the mud again: lessons not learned from Mariana dam collapse. Biodivers Conserv 28: 1935-1938. https://doi.org/10.1007/s10531-019-01762-3.
    » https://doi.org/10.1007/s10531-019-01762-3
  • COLLEY K & CRAIG T. 2019. Natural places: Perceptions of wildness and attachment to local greenspace. J Environ Psychol 61: 71-78. https://doi.org/10.1016/j.jenvp.2018.12.007.
    » https://doi.org/10.1016/j.jenvp.2018.12.007
  • CORRALIZA JA & BERENGUER J. 2000. Environmental values, beliefs, and actions: A situational approach. Environ Behav 32: 832-848. https://doi.org/10.1177/00139160021972829.
    » https://doi.org/10.1177/00139160021972829
  • CPRM. 2019. Monitoramento Especial da Bacia Do Rio Paraopeba - Relatório 02: Monitoramento Geoquímico Primeira Campanha 24.
  • CRAWLEY MJ. 2013. The R book, 2nd ed., Wiley, Chichester, West Sussex, UK.
  • CRUZ SM & MANATA B. 2020. Measurement of Environmental Concern: A Review and Analysis. Front Psychol 11: 1-14. https://doi.org/10.3389/fpsyg.2020.00363.
    » https://doi.org/10.3389/fpsyg.2020.00363
  • DE OLIVEIRA ESTEVO M, LOPES PFM, DE OLIVEIRA JÚNIOR JGC, JUNQUEIRA AB, DE OLIVEIRA SANTOS AP, DA SILVA LIMA JA, MALHADO ACM, LADLE RJ & CAMPOS-SILVA JV. 2021. Immediate social and economic impacts of a major oil spill on Brazilian coastal fishing communities. Mar Pollut Bull 164: 111984. https://doi.org/10.1016/j.marpolbul.2021.111984.
    » https://doi.org/10.1016/j.marpolbul.2021.111984
  • DIETZ T, STERN PC & GUAGNANO GA. 1998. Social structural and social psychological bases of environmental concern. Environ Behav 30: 450-471. https://doi.org/10.1177/001391659803000402.
    » https://doi.org/10.1177/001391659803000402
  • DORSCH MT. 2014. Economic Development and Determinants of Environmental Concern. Soc Sci Q 95: 960-977. https://doi.org/10.1111/ssqu.12071.
    » https://doi.org/10.1111/ssqu.12071
  • ESCOBAR H. 2019a. Amazon fires clearly linked to deforestation, scientists say. Science (80-. ). 365: 853. https://doi.org/10.1126/science.365.6456.853.
    » https://doi.org/10.1126/science.365.6456.853
  • ESCOBAR H. 2019b. Brazilian president attacks deforestation data. Science (80-. ). 365: 419. https://doi.org/10.1126/science.365.6452.419.
    » https://doi.org/10.1126/science.365.6452.419
  • FAIRBROTHER M. 2013. Rich People, Poor People, and Environmental Concern: Evidence across Nations and Time. Eur Sociol Rev 29.
  • FAELENS L, HOORELBEKE K, SOENENS B, VAN GAEVEREN K, DE MAREZ L, DE RAEDT R & KOSTER EHW. 2021. Social media use and well-being: A prospective experience-sampling study. Comput. Human Behav 114: 106510. https://doi.org/10.1016/j.chb.2020.106510.
    » https://doi.org/10.1016/j.chb.2020.106510
  • FELLOWS I. 2018. wordcloud: Word Clouds. R package version 2.5.
  • FERRANTE L & FEARNSIDE PM. 2019. Brazil’s new president and “ruralists” threaten Amazonia’s environment, traditional peoples and the global climate. Environ Conserv https://doi.org/10.1017/S0376892919000213
    » https://doi.org/10.1017/S0376892919000213
  • FOLKE C ET AL. 2019. Transnational corporations and the challenge of biosphere stewardship. Nat Ecol Evol 3: 1396-1403. https://doi.org/10.1038/s41559-019-0978-z.
    » https://doi.org/10.1038/s41559-019-0978-z
  • FRANZEN A & MEYER R. 2010. Environmental attitudes in cross-national perspective: A multilevel analysis of the ISSP 1993 and 2000. Eur Sociol Rev 26: 219-234. https://doi.org/10.1093/esr/jcp018.
    » https://doi.org/10.1093/esr/jcp018
  • GARCIA L, SZABO J, ROQUE F, PEREIRA A, DA CUNHA C, DAMASCENO-JUNIOR G, MORATO R, TOMAS W, LIBONATI R & RIBEIRO D. 2021. Record-breaking wildfires in the world’s largest continuous tropical wetland: Integrative fire management is urgently needed for both biodiversity and humans. J Environ Manage 293: 112870. https://doi.org/10.1016/j.jenvman.2021.112870.
    » https://doi.org/10.1016/j.jenvman.2021.112870
  • GARCIA LC, RIBEIRO DB, DE OLIVEIRA ROQUE F, OCHOA-QUINTERO JM & LAURANCE WF. 2017. Brazil’s worst mining disaster: Corporations must be compelled to pay the actual environmental costs: Corporations. Ecol Appl 27: 5-9. https://doi.org/10.1002/eap.1461.
    » https://doi.org/10.1002/eap.1461
  • GIFFORD R & NILSSON A. 2014. Personal and social factors that influence pro-environmental concern and behaviour : A review. Int J Psychol 49: 141-157. https://doi.org/10.1002/ijop.12034.
    » https://doi.org/10.1002/ijop.12034
  • GÖKŞEN F, ADAMAN F & ÜNAL ZENGINOBUZ E. 2002. On environmental concern, willingness to pay, and postmaterialist values: Evidence from Istanbul. Environ Behav 34: 616-633. https://doi.org/10.1177/0013916502034005003.
    » https://doi.org/10.1177/0013916502034005003
  • HARGITTAI E. 2020. Potential Biases in Big Data: Omitted Voices on Social Media. Soc Sci Comput Rev 38: 10-24. https://doi.org/10.1177/0894439318788322.
    » https://doi.org/10.1177/0894439318788322
  • HEIDBREDER LM, BABLOK I, DREWS S & MENZEL C. 2019. Tackling the plastic problem: A review on perceptions, behaviors, and interventions. Sci Total Environ 668: 1077-1093. https://doi.org/10.1016/j.scitotenv.2019.02.437.
    » https://doi.org/10.1016/j.scitotenv.2019.02.437
  • HOU Y. 2012. Environmental accident and its treatment in a developing country: A case study on China. Environ Monit Assess 184: 4855-4859. https://doi.org/10.1007/s10661-011-2307-0.
    » https://doi.org/10.1007/s10661-011-2307-0
  • IBAMA. 2020. Oil stains - Locations affected. Available at “https://www.ibama.gov.br/manchasdeoleo-localidades-atingidas”. Accessed at May 20, 2020.
    » https://www.ibama.gov.br/manchasdeoleo-localidades-atingidas
  • IBGE 2021. Population projection: 2010 to 2060. Available at “https://www.ibge.gov.br/apps/populacao/projecao/index.html”. Accessed at March 3, 2021.
    » https://www.ibge.gov.br/apps/populacao/projecao/index.html
  • INDE. 2018. National Spatial Data Infrastructure. Available at “https://dados.gov.br/dataset/ccar_bc250_municipio_a.”. Accessed at October 30, 2020.
    » https://dados.gov.br/dataset/ccar_bc250_municipio_a.
  • INPE. 2021. Programa Queimadas. Available at “http://queimadas.dgi.inpe.br/queimadas/portal”. Accessed at February 01, 2021.
    » http://queimadas.dgi.inpe.br/queimadas/portal
  • ISA. 2020. Stolen forest: invasions threaten Indigenous Lands in the Xingu basin. Available at “https://www.socioambiental.org/en/noticias-socioambientais/stolen-forest-invasions-threaten-indigenous-lands-in-the-xingu-basin”. Accessed at February 12, 2021.
    » https://www.socioambiental.org/en/noticias-socioambientais/stolen-forest-invasions-threaten-indigenous-lands-in-the-xingu-basin
  • JONES RE & DUNLAP R. 1992. The Social Bases of Environmental Concern. Rural Sociol 57: 28-47.
  • KALIMERI K, BEIRÓ MG, BONANOMI A, ROSINA A & CATTUTO C. 2020. Traditional versus facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information. Demogr Res 42: 133-148. https://doi.org/10.4054/DemRes.2020.42.5.
    » https://doi.org/10.4054/DemRes.2020.42.5
  • KELLEY DI, BURTON C, HUNTINGFORD C, BROWN MAJ, WHITLEY R & DONG N. 2021. Technical note: Low meteorological influence found in 2019 Amazonia fires. Biogeosci 18: 787-804. https://doi.org/10.5194/bg-18-787-2021.
    » https://doi.org/10.5194/bg-18-787-2021
  • KILBOURNE WE, BECKMANN SC & THELEN E. 2002. The role of the dominant social paradigm in environmental attitudes: A multinational examination. J Bus Res 55: 193-204. https://doi.org/10.1016/S0148-2963(00)00141-7.
    » https://doi.org/10.1016/S0148-2963(00)00141-7
  • KOSINSKI M, MATZ SC, GOSLING SD, POPOV V & STILLWELL D. 2015. Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines. Am Psychol 70: 543-556. https://doi.org/10.1037/a0039210.
    » https://doi.org/10.1037/a0039210
  • LOPES RM, FARIA DJG DOS S, DE FIDALGO-NETO AA & MOTA FB. 2017. Facebook in educational research: a bibliometric analysis. Scientometrics 111: 1591-1621. https://doi.org/10.1007/s11192-017-2294-1.
    » https://doi.org/10.1007/s11192-017-2294-1
  • LOVEJOY TE & NOBRE C. 2019. Amazon tipping point: Last chance for action. Sci Adv 5, 4-6. https://doi.org/10.1126/sciadv.aba2949.
    » https://doi.org/10.1126/sciadv.aba2949
  • LUJALA P, LEIN H & RØD JK. 2015. Climate change, natural hazards, and risk perception: the role of proximity and personal experience. Local Environ 20: 489-509. https://doi.org/10.1080/13549839.2014.887666.
    » https://doi.org/10.1080/13549839.2014.887666
  • MAGALHÃES KM, BARROS KVS, LIMA MCS, ROCHA-BARREIRA CA, ROSA FILHO JS & SOARES MO. 2021. Oil spill + COVID-19: A disastrous year for Brazilian seagrass conservation. Sci Total Environ 764: 142872. https://doi.org/10.1016/j.scitotenv.2020.142872.
    » https://doi.org/10.1016/j.scitotenv.2020.142872
  • MARLIER ME, BONILLA EX & MICKLEY LJ. 2020. How Do Brazilian Fires Affect Air Pollution and Public Health? GeoHealth 1-5. https://doi.org/10.1029/2020GH000331.
    » https://doi.org/10.1029/2020GH000331
  • MÓNUS F. 2020. Environmental perceptions and pro-environmental behavior-comparing different measuring approaches. Environ Educ Res 0: 1-25. https://doi.org/10.1080/13504622.2020.1842332.
    » https://doi.org/10.1080/13504622.2020.1842332
  • MORAL RA, HINDE J & DEMÉTRIO CGB. 2017. Half-normal plots and overdispersed models in R: The hnp package. J Stat Softw 81. https://doi.org/10.18637/jss.v081.i10.
    » https://doi.org/10.18637/jss.v081.i10
  • MURRAY K & CONNER MM. 2009. Methods to quantify variable importance: Implications for the analysis of noisy ecological data. Ecology 90: 348-355. https://doi.org/10.1890/07-1929.1.
    » https://doi.org/10.1890/07-1929.1
  • NALLY R MAC. 2002. Multiple regression and inference in ecology and conservation biology: further comments on identifying important predictor variables. Biodivers Conserv 11: 1397-1401.
  • NASA EARTH OBSERVATORY. 2020. Fires Raged in the Amazon Again in 2020. Available at “https://earthobservatory.nasa.gov/images/147946/fires-raged-in-the-amazon-again-in-2020”. Accessed at May 20, 2021.
    » https://earthobservatory.nasa.gov/images/147946/fires-raged-in-the-amazon-again-in-2020
  • NGO EB. 2001. When Disasters and Age Collide: Reviewing Vulnerability of the Elderly. Nat Hazards Rev 2.
  • OBAMIRO K, WEST S & LEE S. 2020. Like, comment, tag, share: Facebook interactions in health research. Int J Med Inform 137: 104097. https://doi.org/10.1016/j.ijmedinf.2020.104097.
    » https://doi.org/10.1016/j.ijmedinf.2020.104097
  • PAVEGLIO TB, BRENKERT-SMITH H, HALL T & SMITH AMS. 2015. Understanding social impact from wildfires: Advancing means for assessment. Int J Wildl Fire 24: 212-224. https://doi.org/10.1071/WF14091.
    » https://doi.org/10.1071/WF14091
  • PEBESMA EJ & BIVAND RS. 2005. Classes and methods for spatial data in R. R News 5(2). https://cran.r-project.org/doc/Rnews/.
  • PENA PGL, NORTHCROSS AL, LIMA MAG & RÊGO RCF. 2020. Derramamento de óleo bruto na costa brasileira em 2019: emergência em saúde pública em questão. Cad Saude Publica 36: e00231019. https://doi.org/10.1590/0102-311X00231019.
    » https://doi.org/10.1590/0102-311X00231019
  • POLIGNANO MV & LEMOS RS. 2020. Rompimento da barragem da Vale em Brumadinho: impactos socioambientais na Bacia do Rio Paraopeba. Cienc Cult 72: 37-43. https://doi.org/10.21800/2317-66602020000200011.
    » https://doi.org/10.21800/2317-66602020000200011
  • PORSANI JL, DE JESUS FAN & STANGARI MC. 2019. GPR survey on an iron mining area after the collapse of the tailings Dam I at the Córrego do Feijão mine in Brumadinho-MG, Brazil. Remote Sens 11: 1-13. https://doi.org/10.3390/RS11070860.
    » https://doi.org/10.3390/RS11070860
  • PORTO D. 2021. Navio grego foi responsável por derramamento de óleo no litoral brasileiro, diz PF. Available at “https://www.cnnbrasil.com.br/nacional/navio-grego-foi-responsavel-por-derramamento-de-oleo-no-litoral-brasileiro-diz-pf/”. Accessed at Oct. 25, 2022. CNN Bras.
    » https://www.cnnbrasil.com.br/nacional/navio-grego-foi-responsavel-por-derramamento-de-oleo-no-litoral-brasileiro-diz-pf/
  • QGIS DEVELOPMENT TEAM. 2019. QGIS Geographic Information System. Open Source Geospatial Foundation. https://doi.org/http://qgis.org
    » https://doi.org/http://qgis.org
  • R CORE TEAM. 2020. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing: Viena, Austria.
  • RIBEIRO LCDS, SOUZA KB DE, DOMINGUES EP & MAGALHÃES AS. 2021. Blue water turns black: economic impact of oil spill on tourism and fishing in Brazilian Northeast. Curr Issues Tour 24: 1042-1047. https://doi.org/10.1080/13683500.2020.1760222.
    » https://doi.org/10.1080/13683500.2020.1760222
  • ROBELIA B & MURPHY T. 2012. What do people know about key environmental issues? A review of environmental knowledge surveys. Environ Educ Res 18: 299-321. https://doi.org/10.1080/13504622.2011.618288.
    » https://doi.org/10.1080/13504622.2011.618288
  • SÁNCHEZ LE. 2020. Avaliação de impacto ambiental: Conceitos e métodos, 2a. ed. Oficina de Textos, São Paulo.
  • SCHNEIDER D & HARKNETT K. 2019. What’s to Like ? Facebook as a Tool for Survey Data Collection. https://doi.org/10.1177/0049124119882477
    » https://doi.org/10.1177/0049124119882477
  • SHACKLETON RT ET AL. 2019. Explaining people’s perceptions of invasive alien species: A conceptual framework. J Environ Manage 229: 10-26. https://doi.org/10.1016/j.jenvman.2018.04.045.
    » https://doi.org/10.1016/j.jenvman.2018.04.045
  • SILVA MA DA, FREITAS CM DE, XAVIER DR & ROMÃO AR. 2020. Sobreposição de riscos e impactos no desastre da Vale em Brumadinho. Cienc Cult 72: 21-28. https://doi.org/10.21800/2317-66602020000200008.
    » https://doi.org/10.21800/2317-66602020000200008
  • SILVA ROTTA LH, ALCÂNTARA E, PARK E, NEGRI RG, LIN YN, BERNARDO N, MENDES TSG & SOUZA FILHO CR. 2020. The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. Int J Appl Earth Obs Geoinf 90: 1-12. https://doi.org/10.1016/j.jag.2020.102119.
    » https://doi.org/10.1016/j.jag.2020.102119
  • SILVEIRA MVF ET AL. 2020. Drivers of fire anomalies in the Brazilian Amazon: Lessons learned from the 2019 fire crisis. Land 9: 1-24. https://doi.org/10.3390/land9120516.
    » https://doi.org/10.3390/land9120516
  • SOARES MO ET AL 2020. Oil spill in South Atlantic (Brazil): Environmental and governmental disaster. Mar. Policy 115. https://doi.org/10.1016/j.marpol.2020.103879.
    » https://doi.org/10.1016/j.marpol.2020.103879
  • SOARES MO, TEIXEIRA CEP, BEZERRA LEA, RABELO EF, CASTRO IB & CAVALCANTE RM. 2022. The most extensive oil spill registered in tropical oceans (Brazil): the balance sheet of a disaster. Environ Sci Pollut Res 29: 19869-19877. https://doi.org/10.1007/s11356-022-18710-4.
    » https://doi.org/10.1007/s11356-022-18710-4
  • SOUSA A. 2022. Manchas de óleo voltam a aparecer em praias na Bahia. Folha São Paulo. Available “https//www1.folha.uol.com.br/ambiente/2022/10/manchas-de-oleo-voltam-a-aparecer-em-praias-na-bahia.shtml”. Accessed Oct. 25, 2022.
  • TAHERDOOST H. 2017. Determining sample size; How to calculate survey sample size. Int. J Econ Manag Syst 2: 237-239.
  • THE BBC NEWS. 2020. Amazon fires: What’s the latest in Brazil? Available at “https://www.bbc.com/news/world-latin-america-49971563”. Accessed at February 06, 2021.
    » https://www.bbc.com/news/world-latin-america-49971563
  • THE GUARDIAN. 2020. Amazon fires: what is happening and is there anything we can do? Available at “https://www.theguardian.com/environment/2019/aug/23/amazon-fires-what-is-happening-anything-we-can-do”. Accessed at February 06, 2020.
    » https://www.theguardian.com/environment/2019/aug/23/amazon-fires-what-is-happening-anything-we-can-do
  • THE WASHINGTON POST. 2019. The Brazilian Amazon is still burning. Available at “https://www.washingtonpost.com/politics/2019/10/07/brazilian-amazon-is-still-burning-who-is-responsible/”. Accessed at February 06, 2020.
    » https://www.washingtonpost.com/politics/2019/10/07/brazilian-amazon-is-still-burning-who-is-responsible/
  • THOMPSON F ET AL. 2020. Severe impacts of the Brumadinho dam failure (Minas Gerais, Brazil) on the water quality of the Paraopeba River. Sci Total Environ 705: 1-6. https://doi.org/10.1016/j.scitotenv.2019.135914.
    » https://doi.org/10.1016/j.scitotenv.2019.135914
  • TRUELOVE HB & GILLIS AJ. 2018. Perception of pro-environmental behavior. Glob Environ Chang 49: 175-185. https://doi.org/10.1016/j.gloenvcha.2018.02.009.
    » https://doi.org/10.1016/j.gloenvcha.2018.02.009
  • VALE. 2022. Atualizações Brumadinho. Available at “http://www.vale.com/brasil/PT/aboutvale/servicos-para-comunidade/minas-gerais/atualizacoes_brumadinho/Paginas/listas-atualizadas.aspx.”. Accessed at October 16, 2022.
    » http://www.vale.com/brasil/PT/aboutvale/servicos-para-comunidade/minas-gerais/atualizacoes_brumadinho/Paginas/listas-atualizadas.aspx.
  • VALE MM, BERENGUER E, ARGOLLO DE MENEZES M, VIVEIROS DE CASTRO EB, PUGLIESE DE SIQUEIRA L & PORTELA RCQ. 2021. The COVID-19 pandemic as an opportunity to weaken environmental protection in Brazil. Biol Conserv 255: https://doi.org/10.1016/j.biocon.2021.108994.
    » https://doi.org/10.1016/j.biocon.2021.108994
  • VERGILIO CS ET AL. 2020. Metal concentrations and biological effects from one of the largest mining disasters in the world (Brumadinho, Minas Gerais, Brazil). Sci Rep 10: 1-12. https://doi.org/10.1038/s41598-020-62700-w.
    » https://doi.org/10.1038/s41598-020-62700-w
  • WACHINGER G, RENN O, BEGG C & KUHLICKE C. 2013. The risk perception paradox-implications for governance and communication of natural hazards. Risk Anal 33: 1049-1065. https://doi.org/10.1111/j.1539-6924.2012.01942.x.
    » https://doi.org/10.1111/j.1539-6924.2012.01942.x
  • WADE L. 2016. Brazilian crisis threatens science and environment. Science (80-. ). 352: 1044. https://doi.org/10.1126/science.352.6289.1044.
    » https://doi.org/10.1126/science.352.6289.1044
  • WERENKRAUT V, BAUDINO F & ROY HE. 2020. Citizen science reveals the distribution of the invasive harlequin ladybird (Harmonia axyridis Pallas) in Argentina. Biol Invasions 22: 2915-2921. https://doi.org/10.1007/s10530-020-02312-7.
    » https://doi.org/10.1007/s10530-020-02312-7
  • WILLIAMS A & DUPUY K. 2017. Deciding over nature: Corruption and environmental impact assessments. Environ Impact Assess Rev 65: 118-124. https://doi.org/10.1016/j.eiar.2017.05.002.
    » https://doi.org/10.1016/j.eiar.2017.05.002
  • XIAO C & MCCRIGHT AM. 2015. Gender Differences in Environmental Concern: Revisiting the Institutional Trust Hypothesis in the USA. Environ Behav 47: 17-37. https://doi.org/10.1177/0013916513491571.
    » https://doi.org/10.1177/0013916513491571
  • YANG B, BAI Z & ZHANG J. 2020. Environmental impact of mining-associated carbon emissions and analysis of cleaner production strategies in China. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-11551-z
    » https://doi.org/10.1007/s11356-020-11551-z
  • ZILIOTTO MM. 2020. Consensualism and State: A solution to the low environmental fines payment rate? Int J Open Gov 9: 203-217.
  • ZUUR AF, IENO EN & ELPHICK CS. 2010. A protocol for data exploration to avoid common statistical problems. Methods Ecol Evol 1: 3-14. https://doi.org/10.1111/j.2041-210X.2009.00001.x.
    » https://doi.org/10.1111/j.2041-210X.2009.00001.x

Appendix A - Supporting text about the use of Facebook’s social media networks (SMNs) in scientific research

The Facebook’s social media networks SMNs hold a prominent platform, with at least 2.8 billion users, 130 million of which reside in Brazil (Statista 2021), encompassing 75.4% of the 2021 projected population for this country (IBGE 2021IBGE 2021. Population projection: 2010 to 2060. Available at “https://www.ibge.gov.br/apps/populacao/projecao/index.html”. Accessed at March 3, 2021.
https://www.ibge.gov.br/apps/populacao/p...
). Its coverage, automatic data collection, and customization tools for creating and sharing surveys make this platform a pertinent tool for science (Matz 2015). Facebook has been used for these purposes in scientific research in several areas, such as psychology and well-being (Faelens et al. 2021FAELENS L, HOORELBEKE K, SOENENS B, VAN GAEVEREN K, DE MAREZ L, DE RAEDT R & KOSTER EHW. 2021. Social media use and well-being: A prospective experience-sampling study. Comput. Human Behav 114: 106510. https://doi.org/10.1016/j.chb.2020.106510.
https://doi.org/10.1016/j.chb.2020.10651...
), ecology (Werenkraut et al. 2020WERENKRAUT V, BAUDINO F & ROY HE. 2020. Citizen science reveals the distribution of the invasive harlequin ladybird (Harmonia axyridis Pallas) in Argentina. Biol Invasions 22: 2915-2921. https://doi.org/10.1007/s10530-020-02312-7.
https://doi.org/10.1007/s10530-020-02312...
), education (Lopes et al. 2017LOPES RM, FARIA DJG DOS S, DE FIDALGO-NETO AA & MOTA FB. 2017. Facebook in educational research: a bibliometric analysis. Scientometrics 111: 1591-1621. https://doi.org/10.1007/s11192-017-2294-1.
https://doi.org/10.1007/s11192-017-2294-...
), conservation science (Christos et al. 2020CHRISTOS T, IOANNIS G & ALEXANDROS K. 2020. Social media: a valuable tool to inform shark conservation in Greece. Mediterr Mar Sci 21: 493-498. https://doi.org/https://doi.org/10.12681/mms.22165.
https://doi.org/https://doi.org/10.12681...
), health (Obamiro et al. 2020OBAMIRO K, WEST S & LEE S. 2020. Like, comment, tag, share: Facebook interactions in health research. Int J Med Inform 137: 104097. https://doi.org/10.1016/j.ijmedinf.2020.104097.
https://doi.org/10.1016/j.ijmedinf.2020....
) and social sciences (Matz 2015). The authors are aware of SMNs sampling biases, as some groups’ voices can be omitted (Hargittai 2020HARGITTAI E. 2020. Potential Biases in Big Data: Omitted Voices on Social Media. Soc Sci Comput Rev 38: 10-24. https://doi.org/10.1177/0894439318788322.
https://doi.org/10.1177/0894439318788322...
). However, the implementation of advertisements is an advantage, allowing to sample populations that cannot be easily analyzed in other ways (Schneider & Harknett 2019SCHNEIDER D & HARKNETT K. 2019. What’s to Like ? Facebook as a Tool for Survey Data Collection. https://doi.org/10.1177/0049124119882477.
https://doi.org/10.1177/0049124119882477...
); thus, the biases do not invalidate SMNs as a research tool for demographic and psychometric purposes (Kalimeri et al. 2020KALIMERI K, BEIRÓ MG, BONANOMI A, ROSINA A & CATTUTO C. 2020. Traditional versus facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information. Demogr Res 42: 133-148. https://doi.org/10.4054/DemRes.2020.42.5.
https://doi.org/10.4054/DemRes.2020.42.5...
).

Publication Dates

  • Publication in this collection
    07 July 2023
  • Date of issue
    2023

History

  • Received
    13 Apr 2022
  • Accepted
    16 Nov 2022
Academia Brasileira de Ciências Rua Anfilófio de Carvalho, 29, 3º andar, 20030-060 Rio de Janeiro RJ Brasil, Tel: +55 21 3907-8100 - Rio de Janeiro - RJ - Brazil
E-mail: aabc@abc.org.br