IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v76y2018icp10-20.html
   My bibliography  Save this article

Analysis of the impact on vegetation caused by abrupt deforestation via orbital sensor in the environmental disaster of Mariana, Brazil

Author

Listed:
  • da Silva Junior, Carlos Antonio
  • Coutinho, Andressa Dias
  • de Oliveira-Júnior, José Francisco
  • Teodoro, Paulo Eduardo
  • Lima, Mendelson
  • Shakir, Muhammad
  • de Gois, Givanildo
  • Johann, Jerry Adriani

Abstract

The failure of the Fundão Dam in Mariana, more precisely in the subdistrict of Bento Rodrigues, state of Minas Gerais (Brazil) on November 5th, 2015, is considered to be "the biggest environmental tragedy in the country's history." About thirty-four million cubic meters of tailings were dumped into the river where, another 16 million continued to reach the Atlantic ocean. This disaster seriously affected the flora, fauna, economic activities and people's lives, including the loss of human lives. Remote sensing allows mapping the variability of terrain properties, such as vegetation, water and geology, both in space and time, offering a synoptic view and useful environmental information in future decision making. In this way, this research aims to analyze the impacts of the failure of the Fundão Dam in the municipality of Mariana-MG on the vegetation cover, by means of remote sensing techniques and analysis of digital processing of orbital optical images. In order to analyze the soil cover, Unmixing Espectral Linear Model (UELM) was used in order to separate soil, shade and vegetation classes. Subsequently, Artificial Neural Network (ANN) classification method was applied, followed by Enhanced Vegetation Index (EVI) and Normalized Difference Vegetation Index (NDVI). The results showed a loss of 13.02% of the vegetation, about 1289 ha, and a reduction of 68.57% of shade (water), approximately 1347 ha. The UELM showed to be effective in the separation of each image-fraction, being an important stage for the success of the classification. The EVI was the index that best described the vegetation deficit in the affected areas spilling the sludge from waste.

Suggested Citation

  • da Silva Junior, Carlos Antonio & Coutinho, Andressa Dias & de Oliveira-Júnior, José Francisco & Teodoro, Paulo Eduardo & Lima, Mendelson & Shakir, Muhammad & de Gois, Givanildo & Johann, Jerry Adrian, 2018. "Analysis of the impact on vegetation caused by abrupt deforestation via orbital sensor in the environmental disaster of Mariana, Brazil," Land Use Policy, Elsevier, vol. 76(C), pages 10-20.
    • Handle: RePEc:eee:lauspo:v:76:y:2018:i:c:p:10-20
    DOI: 10.1016/j.landusepol.2018.04.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837718304526
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2018.04.019?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xian Li & Shuhe Zhao & Hong Yang & Dianmin Cong & Zhaohua Zhang, 2017. "A Bi-Band Binary Mask Based Land-Use Change Detection Using Landsat 8 OLI Imagery," Sustainability, MDPI, vol. 9(3), pages 1-17, March.
    2. Vesna Popović & Jelena Živanović Miljković & Jonel Subić & Andrei Jean-Vasile & Nedelcu Adrian & Eugen Nicolăescu, 2015. "Sustainable Land Management in Mining Areas in Serbia and Romania," Sustainability, MDPI, vol. 7(9), pages 1-21, August.
    3. Jiali Wang & Fuqiang Zhao & Jian Yang & Xiaoshu Li, 2017. "Mining Site Reclamation Planning Based on Land Suitability Analysis and Ecosystem Services Evaluation: A Case Study in Liaoning Province, China," Sustainability, MDPI, vol. 9(6), pages 1-19, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Silva, Lauana Blenda & Comini, Indira Bifano & Alves, Eliana Boaventura Bernardes Moura & da Rocha, Samuel José Silva Soares & Jacovine, Laércio Antônio Gonçalves, 2021. "Compensating the negative environmental impacts of mining with financial mechanisms in Brazil," Land Use Policy, Elsevier, vol. 104(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dereje Teklemariam & Hossein Azadi & Jan Nyssen & Mitiku Haile & Frank Witlox, 2016. "How Sustainable Is Transnational Farmland Acquisition in Ethiopia? Lessons Learned from the Benishangul-Gumuz Region," Sustainability, MDPI, vol. 8(3), pages 1-27, February.
    2. Izabela Jonek-Kowalska & Marian Turek, 2022. "The Economic Situation of Polish Cities in Post-Mining Regions. Long-Term Analysis on the Example of the Upper Silesian Coal Basin," Energies, MDPI, vol. 15(9), pages 1-21, April.
    3. Bryan Salgado-Almeida & Daniel A. Falquez-Torres & Paola L. Romero-Crespo & Priscila E. Valverde-Armas & Fredy Guzmán-Martínez & Samantha Jiménez-Oyola, 2022. "Risk Assessment of Mining Environmental Liabilities for Their Categorization and Prioritization in Gold-Mining Areas of Ecuador," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
    4. Linrun Qiu & Yuxiang Dong & Hai Liu, 2022. "Integrating Ecosystem Services into Planning Practice: Situation, Challenges and Inspirations," Land, MDPI, vol. 11(4), pages 1-21, April.
    5. Huan Tang & Jiawei Fang & Ruijie Xie & Xiuli Ji & Dayong Li & Jing Yuan, 2022. "Impact of Land Cover Change on a Typical Mining Region and Its Ecological Environment Quality Evaluation Using Remote Sensing Based Ecological Index (RSEI)," Sustainability, MDPI, vol. 14(19), pages 1-22, October.
    6. Pratiwi & Budi H. Narendra & Chairil A. Siregar & Maman Turjaman & Asep Hidayat & Henti H. Rachmat & Budi Mulyanto & Suwardi & Iskandar & Rizki Maharani & Yaya Rayadin & Retno Prayudyaningsih & Tri Wi, 2021. "Managing and Reforesting Degraded Post-Mining Landscape in Indonesia: A Review," Land, MDPI, vol. 10(6), pages 1-29, June.
    7. Yosoon Choi & Jinyoung Song, 2016. "Sustainable Development of Abandoned Mine Areas Using Renewable Energy Systems: A Case Study of the Photovoltaic Potential Assessment at the Tailings Dam of Abandoned Sangdong Mine, Korea," Sustainability, MDPI, vol. 8(12), pages 1-12, December.
    8. Francis Pavloudakis & Christos Roumpos & Evangelos Karlopoulos & Nikolaos Koukouzas, 2020. "Sustainable Rehabilitation of Surface Coal Mining Areas: The Case of Greek Lignite Mines," Energies, MDPI, vol. 13(15), pages 1-23, August.
    9. Frederick Gyasi Damptey & Klaus Birkhofer & Paul Kofi Nsiah & Enrique G. de la Riva, 2020. "Soil Properties and Biomass Attributes in a Former Gravel Mine Area after Two Decades of Forest Restoration," Land, MDPI, vol. 9(6), pages 1-18, June.
    10. Jiaxin Guo & Zhenqi Hu & Yusheng Liang, 2022. "Causes and Countermeasures for the Failure of Mining Land Use Policy Reform: Practice Analysis from China," Land, MDPI, vol. 11(9), pages 1-19, August.
    11. Aparna Choudhury & Jiumoni Lahkar & Binoy Kumar Saikia & Anil Kumar Anil Singh & Channakeshavaiah Chikkaputtaiah & Hari Prasanna Deka Boruah, 2021. "Strategies to address coal mine-created environmental issues and their feasibility study on northeastern coalfields of Assam, India: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(7), pages 9667-9709, July.
    12. Jie Wang & Li Li & Hang Yu, 2022. "Application of Domestic High-Resolution Satellite Data in Remote Sensing Geological Survey of the Metallogenic Belt in Zhejiang Province," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
    13. Kral Pavol & Janoskova Katarina & Lazaroiu George & Suler Petr, 2020. "Impact of Selected Socio-Demographic Characteristics on Branded Product Preference in Consumer Markets," Management & Marketing, Sciendo, vol. 15(4), pages 570-586, December.
    14. Cesar Saenz, 2019. "A social conflict diagnostic tool for application in the mining industry: A case study in Peru," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(3), pages 690-700, May.
    15. Silva, Lauana Blenda & Comini, Indira Bifano & Alves, Eliana Boaventura Bernardes Moura & da Rocha, Samuel José Silva Soares & Jacovine, Laércio Antônio Gonçalves, 2021. "Compensating the negative environmental impacts of mining with financial mechanisms in Brazil," Land Use Policy, Elsevier, vol. 104(C).
    16. Thobeka Pearl Makhathini & Joseph Kapuku Bwapwa & Sphesihle Mtsweni, 2023. "Various Options for Mining and Metallurgical Waste in the Circular Economy: A Review," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
    17. Andreas Endl, 2017. "Addressing “Wicked Problems” through Governance for Sustainable Development—A Comparative Analysis of National Mineral Policy Approaches in the European Union," Sustainability, MDPI, vol. 9(10), pages 1-22, October.
    18. Camelia Botezan & Veronica Constantin & Monika Meltzer & Andrei Radovici & Alina Pop & Filip Alexandrescu & Lucrina Stefanescu, 2020. "Is There Sustainable Development after Mining? A Case Study of Three Mining Areas in the Apuseni Region (Romania)," Sustainability, MDPI, vol. 12(23), pages 1-20, November.
    19. Köse, Murat & Kul, Ali Ayhan & Özdemir, Emrah & Gürbey, Alev Perihan & Aktaş, Nilüfer Kart, 2022. "Factors affecting utilization opportunity of wetlands and their immediate surroundings in abandoned mining sites: A case study for Istanbul," Land Use Policy, Elsevier, vol. 121(C).
    20. Shaobo Liu & Li Liu & Jiang Li & Qingping Zhou & Yifeng Ji & Wenbo Lai & Cui Long, 2022. "Spatiotemporal Variability of Human Disturbance Impacts on Ecosystem Services in Mining Areas," Sustainability, MDPI, vol. 14(13), pages 1-20, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:lauspo:v:76:y:2018:i:c:p:10-20. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.