Physical-chemical characteristics and spectral behavior of water contaminated by mining tailings: the case of Mariana, MG

Autor: Foesch, Meri Diana Strauss
Přispěvatelé: Francelino, M?rcio Rocha, Carvalho Junior, Waldir de, Mendon?a, Bruno Ara?jo Furtado de
Jazyk: portugalština
Rok vydání: 2017
Předmět:
Zdroj: Biblioteca Digital de Teses e Dissertações da UFRRJ
Universidade Federal Rural do Rio de Janeiro (UFRRJ)
instacron:UFRRJ
Popis: Submitted by Celso Magalhaes (celsomagalhaes@ufrrj.br) on 2018-04-12T13:33:43Z No. of bitstreams: 1 2017 - Meri Diana Strauss Foesch.pdf: 3588546 bytes, checksum: 6d8bf050ff816e1fbfc13bbbf1858b1f (MD5) Made available in DSpace on 2018-04-12T13:33:43Z (GMT). No. of bitstreams: 1 2017 - Meri Diana Strauss Foesch.pdf: 3588546 bytes, checksum: 6d8bf050ff816e1fbfc13bbbf1858b1f (MD5) Previous issue date: 2017-02-22 Mining is an economic activity that has many negative impacts on the environment. Water resources are the most affected by mining, the huge dams are built to store the tailings of the activity, and these, can contain leaks, infiltrations and even break. The rupture of the Fund?o dam in Mariana caused the greatest environmental disaster in Brazil. On November 5, 2015, the rejects stored in the dam are violently applied in the rivers downstream, in great concentration of the rivers Gualaxo do Norte and Carmo, until at Risoleta Neves and then down Rio Doce, until the Atlantic Ocean. This work, organized in two chapters, analyzed the physical-chemical characteristics of the water of the Gualaxo do Norte and Carmo Rivers in relation to Resolution 357/05 of CONAMA, after the dam disruption of Fund?o and related Sentinel-2A and Lansat-8. 36 physico-chemical samples were collected in six by six samples (without satellite scan day, or near data, and without the same points) in six months (April to September 2016), while The images were approved in April, July, August and September 2016 (as of May and June were discarded by the high cloud cover they presented). Random Forest and Linear Regression prediction methods were applied to satellite bands and spectral indices (NDWI, MNDWI, AWEIsh, AWEInsh, WRI, KT Wetness, NDVI). The results showed that the values of metals, color and turbidity and other variables of the polluted waters of the rivers polluted by the mining waste presented values higher than those allowed in CONAMA Resolution 357/05 and highly correlated with the spectral indices, the band 8 Sentinel ? 2A and Lansat-8 band 5. It was concluded that as images of the satellites Landsat 8 and Sentinel-2A, it can be used to estimate and monitor how the physico-chemical characteristics of the waters of the rivers affected by the rupture of the Fund?o dam, which can be used to verify if waters of other rivers Come to acquire these characteristics as a form of monitoring and other changes caused by the exploitation of ores in the springs A minera??o ? uma atividade econ?mica que gera muitos impactos negativos no meio ambiente. Os recursos h?dricos s?o os mais expostos a sofrerem tais impactos em fun??o das imensas barragens que s?o constru?das para armazenar os rejeitos da atividade, e estas, podem conter vazamentos, infiltra??es e at? se romper. O rompimento da barragem de Fund?o, em Mariana, causou o maior desastre ambiental do Brasil. No dia 5 de novembro de 2015, os rejeitos armazenados na barragem atingiram violentamente os rios a sua jusante, em maior concentra??o os rios Gualaxo do Norte e do Carmo, at? a usina de Risoleta Neves e ap?s ela, o Rio Doce, at? o oceano Atl?ntico. Este trabalho, organizado em dois cap?tulos, analisou a situa??o das caracter?sticas f?sico-qu?micas da ?gua dos rios Gualaxo do Norte e do Carmo em rela??o a Resolu??o 357/05 do CONAMA, ap?s o rompimento da barragem de Fund?o, e relacionou com as caracter?sticas espectrais nos mesmos pontos usando imagens Sentinel-2 e Lansat-8, Foram coletadas trinta e seis amostras f?sico-qu?micas distribu?das em seis amostras por m?s (no dia da varredura do sat?lite, ou pr?ximo ? data, e sempre nos mesmos pontos) em seis meses (abril a setembro de 2016), enquanto as imagens utilizadas foram as de abril, julho, agosto e setembro de 2016 (as de maio e junho foram descartadas pela alta cobertura de nuvens que apresentaram). Foram analisadas a turbidez, cor e metais dissolvidos e suspensos da ?gua e utilizados os m?todos de predi??o por Random Forest e Regress?o Linear para com as bandas dos sat?lites e ?ndices espectrais (NDWI, MNDWI, AWEIsh, AWEInsh, WRI, K-T Wetness, FII, NDVI). Os resultados mostraram que os teores de metais, cor e turbidez e demais vari?veis das ?guas contaminadas dos rios polu?dos pelo rejeito de minera??o apresentaram valores acima dos permitidos na Resolu??o 357/05 CONAMA, e estiveram altamente correlacionadas com os ?ndices espectrais, a banda 8 Sentinel-2 e banda 5 Lansat-8. Concluiu-se que as imagens dos sat?lites Landsat 8 e Sentinel 2A, podem ser usadas para estimar e monitorar as caracter?sticas f?sico-qu?micas nas ?guas dos rios afetadas pelo rompimento da barragem de Fund?o, o que pode servir para verificar se ?guas de outros rios v?m adquirindo estas caracter?sticas, como forma de monitoramento e demais altera??es causadas pela explora??o de min?rios nos mananciais
Databáze: OpenAIRE
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