Skip to main content

Advertisement

Log in

Air quality modeling for impact evaluation of a mica, feldspar, and quartz mine in Nellore district, Andhra Pradesh, India

  • Original Paper
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

The dust emission from the mining area is the primary source of air pollution for the surrounding environment. This paper deals with the study of baseline air quality assessment and air pollution modeling exercise for a mica, feldspar, and quartz mine to predict the maximum dust concentration from the mine with and without control measures. Baseline PM10, PM2.5, SO2, and NO2 levels in the buffer zone of the planned mine site were found to be 53.1–79.5, 20.2–43.2, 16.6–31.2, and 21.2–50.1 mg m−3, respectively, and these values were lesser than the corresponding permissible limit of 100, 60, 80, and 80 µg m−3. The respective predicted PM10 and PM2.5 levels will be 73.9–97.1 and 31.9–44.2 mg m−3 without control measures, and 73.5–82.5 and 31.8–43.8 µg m−3 with control measures during operation of the mine. It is estimated that PM10 and PM2.5 will remain below the permissible limit in the buffer zone of the mine. The paper suggests effective air pollution control measures, including a description of the developed smart dry fog dust suppression system and wirelessly controlled sprinkling system for applications at various dust emitting sources in the mining area.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data availability

The datasets created during the present field studies and modeling exercise are accessible from the corresponding author on reasonable request.

Abbreviations

PM10 :

Particulate matter less than 10 µm diameter

PM2.5 :

Particulate matter less than 2.5 µm diameter

NAAQS:

National Ambient Air Quality Standard

CPCB:

Central Pollution Control Board

ROM:

Run-of-mine

SO2 :

Sulphur dioxide

NO2 :

Nitrogen dioxide

FDM:

Fugitive dust model

MoEF&CC:

Ministry of Environment, Forests and Climate Change

HP:

Horsepower

CSIR:

Council of Scientific and Industrial Research

CIMFR:

Central Institute of Mining and Fuel Research

USEPA:

US Environmental Protection Agency

GLC:

Ground level concentration

ASTM:

American Society for Testing and Materials

References

  • Ahmad AF, Sharma HK, Ahmad RM, Rao RJ (2014) Impact of mining activities on various environmental attributes with specific reference to health impacts in Shatabdipuram, Gwalior, India. Int Res J Environ Sci 6(3):81–87

    Google Scholar 

  • Ambade B, Sankar TK, Panicker AS, Gautam AS, Gautam S (2021) Characterization, seasonal variation, source apportionment and health risk assessment of black carbon over an urban region of East India. Urban Clim 38:100896. https://doi.org/10.1016/j.uclim.2021.100896

    Article  Google Scholar 

  • Asif Z, Chen Z, Han Y (2018) Air quality modeling for effective environmental management in the mining region. J Air Waste Manag Assoc 68:1001–1014. https://doi.org/10.1080/10962247.2018.1463301

    Article  Google Scholar 

  • Baldauf RW, Lane DD, Marote GA (2001) Ambient air quality monitoring network design for assessing human health impacts from exposures to airborne contaminants. Environ Monit Assess 66:63–76

    Article  Google Scholar 

  • Bisquert DS, Matias J, Castejón P, Fernandez GG (2017) The impact of atmospheric dust deposition and trace elements levels on the villages surrounding the former mining areas in a semi-arid environment (SE Spain). Atmos Environ 152:256–269

    Article  Google Scholar 

  • California Department of Transportation (CDT) (1979) CALINE3-a versatile dispersion model for predicting air pollutant levels near highways and arterial streets. Office of Transportation Laboratory Department of Transportation, State of California, Sacramento, California 95807, No. FAWA/CA/TL-79/23, U.S.A.

  • Central Pollution Control Board (CPCB) 2009 National ambient air quality standard. Ministry of Environment, Forests and Climate Change, Government of India, New Delhi, India.

  • Chaudhari PR, Gajghate DG (2000) Assessment of air pollution effect on plants – a review. Indian J Environ Protect 20:925–933

    Google Scholar 

  • Chaulya SK (2003a) Air quality standard exceedance and management in an Indian mining area. Environ Conserv 30(3):266–273

    Article  Google Scholar 

  • Chaulya SK (2003b) Assessment and management of air quality in a mining area. Environ Qual Manag 12(4):45–59

    Article  Google Scholar 

  • Chaulya SK (2004a) Assessment and management of air quality for an opencast coal mining area. J Environ Manag 70(1):1–14

    Article  Google Scholar 

  • Chaulya SK (2004b) Spatial and temporal variations of SPM, RPM, SO2 and NOx concentrations in an opencast coal mining area. J Environ Monit 6(2):134–142

    Article  Google Scholar 

  • Chaulya SK (2005) Air quality status of an opencast mining area in India. Environ Monit Assess 105:369–389

    Article  Google Scholar 

  • Chaulya SK, Chakraborty MK, Ahmad M, Singh RS, Bondyopadhay C, Mondal GC, Pal D (2002) Development of empirical formulae for determination of emission rate from various opencast coal mining operations. Wat Air Soil Pollut 140:21–55

    Article  Google Scholar 

  • Chaulya SK, Ahmad M, Singh RS, Bandyopadhyay LK, Bondyopadhay C, Mondal GC (2003) Validation of two air quality models for Indian mining conditions. Environ Monit Assess 82:23–43

    Article  Google Scholar 

  • Chaulya SK, Trivedi R, Kumar A, Tiwary SK, Singh RS, Pandey PK, Kumar R (2019) Air quality modeling for prediction of dust concentrations in iron ore mines of Saranda region, Jharkhand, India. Atmospheric Pollut Res 10(3):675–688. https://doi.org/10.1016/j.apr.2018.11.005

    Article  Google Scholar 

  • Chaulya SK, Singh AK, Singh TB, Mondal GC, Singh S, Singh SK, Singh RS (2020) Modeling for air quality estimation for a planned coal washery to control air pollution. Environ Model Assess 25:775–791. https://doi.org/10.1007/s10666-020-09721-x

    Article  Google Scholar 

  • Chaulya SK, Chowdhury A, Kumar S, Singh RS, Singh SK, Singh RK, Prasad GM, Mandal SK, Banerjee G (2021) Fugitive dust emission control study for a developed smart dry fog system. J Environ Manag 285:112116. https://doi.org/10.1016/j.jenvman.2021.112116

    Article  Google Scholar 

  • Chaulya SK, Chakraborty MK, Singh RS (2000) Prediction of air pollution for a proposed opencast coal mine. Trans Inst Min Metall (Sect A: Min Ind) 109:A118–A124.

  • Chowdhury A, Saurabh K, Kumar S, Chaulya SK, Prasad GM, Singh SK, Mishra KK, Mandal, SK, Banerjee G (2020) Application of dry fog system for controlling dust emission from mines and mineral processing plant. In: Proceedings of National Conference on Advances in Mining, Dhanbad, India, pp. 390–399.

  • Christakos G (2000) Modern spatiotemporal geostatistics. New York: Oxford University Press.

  • Cowherd JD (1982) Fugitive emission factor update for AP-42 final report. Research Triangle Park, NC: U.S. Environmental Protection Agency, Industrial Research Laboratory.

  • CSIR-Central Institute of Mining and Fuel Research (CSIR-CIMFR) (1998) Determination of emission factor for various opencast mining activities, Report GAP/9/EMG/MOEF/97, Environmental Management Group, CSIR-CIMFR, Dhanbad, India, Sponsored by Ministry of Environment, Forests and Climate Change, Government of India.

  • Ermak DL (1977) An analytical model for air pollutant transport and deposition from a point source. Atmosph Environ 11:231–237

    Article  Google Scholar 

  • Fugiel A, Korol DB, Kolarz KC, Smolinski A (2016) Environmental impact and damage categories caused by air pollution emissions from mining and quarrying sectors of European countries. J Cleaner Prod 143:159–168

    Article  Google Scholar 

  • Gautam S, Patra AK (2015) Dispersion of particulate matter generated at higher depths in opencast mines. Environ Technol Innov 3:11–27

    Article  Google Scholar 

  • Gautam S, Kumar P, Patra AK (2016) Occupational exposure to particulate matter in three Indian opencast mines. Air Qual Atmos Hlth 9(2):143–158

    Article  Google Scholar 

  • Gautam S, Patra AK, Sahu SP, Hitch M (2018a) Particulate matter pollution in opencast coal mining areas: a threat to human health and environment. Int J Min Reclam Env 32(2):75–92

    Article  Google Scholar 

  • Gautam S, Teraiya J, Patra AK (2018b) Spatial statistics, spatial correlation and spatial graph theory in air pollution. Environ Technol Innov 18:384–389

    Article  Google Scholar 

  • Gautam S, Tataliya A, Patel M, Chabhadiya K, Pathak P (2020) Personal exposure to air pollutants from winter season bonfires in rural areas of Gujarat, India. Expos Health 12:89–97. https://doi.org/10.1007/s12403-018-0287-9

    Article  Google Scholar 

  • Gautam S, Gautam AS, Singh K, James EJ, Brema J (2021) Investigations on the relationship among lightning, aerosol concentration, and meteorological parameters with specific reference to the wet and hot humid tropical zone of the southern parts of India. Environ Technol Innov 22:101414. /https://doi.org/10.1016/j.eti.2021.101414

  • Gautam S, Sammuel C, Bhardwaj A, Esfandabadi ZC, Santosh, M, Gautam, AS, Joshi A, Justin A, Wessley JW, James EJ (2021) Vertical vm c0078d profiling of atmospheric air pollutants in rural India: A case study on particulate matter (PM10/PM2.5/PM1), carbon dioxide, and formaldehyde. Measurement 185:110061. https://doi.org/10.1016/j.measurement.2021.110061

  • Ghose MK, Majee J (2000) Assessment of dust generation due to opencast coal mining – an Indian case study. Environ Monitor Assess 61:255–263

    Article  Google Scholar 

  • Gollakota ARK, Gautam S, Santosh M, Sudan HA, Gandhi R, Jebadurai VS, Shu CM (2021) Bioaerosols: characterization, pathways, sampling strategies, and challenges to geo-environment and health. Gondwana Res 99:178–203. https://doi.org/10.1016/j.gr.2021.07.003

    Article  Google Scholar 

  • Hanna SR, Briggs GA, Hosker RPJ (1982) Handbook on atmospheric diffusion, DOE/TIC-11223, Technical Information Center: U.S. Department of Energy.

  • Harrison RM, Yin J (2000) Particulate matter in the atmosphere: which particle properties are important for its effects on health. Sci Total Environ 249:85–101

    Article  Google Scholar 

  • Horst TW (1977) A surface depletion model for deposition from a Gaussian plane. Atmosph Environ 11:41–46

    Article  Google Scholar 

  • Iorga G (2016) Air pollution monitoring — a case study from Romania. Air Quality - Measurement and Modeling (ed. Philip Sallis), Chapter 6, Intech, pp.135–162. https://doi.org/10.5772/64919.

  • John-Glen S, Oliver L (2015) Fundamental research in water spray systems for dust control. Trans Inst Min Metall (Sect A: Min Ind) 124(2):78–82.

  • Jones T, Blackmore P, Leach M, Matt BK, Sexton K, Richards R (2002) Characterization of airborne particles collected within and proximal to an opencast coalmine: South Wales, U.K. Environ Monit Assess 75:293–312

    Article  Google Scholar 

  • Kim D, Lee SJ (2020) Effect of water microdroplet size on the removal of indoor particulate matter. Build Environ 181:10709

    Google Scholar 

  • Kintea DM, Breitenbach J, Gurumurthy VT, Roisman IV, Tropea C (2015) On the influence of surface tension during the impact of particles on a liquid-gaseous interface. Phys Fluids 28:012108. https://doi.org/10.1063/1.4939285

    Article  Google Scholar 

  • Mandal K, Kumar A, Tripathi N, Singh RS, Chaulya SK, Mishra PK, Bandyopadhyay LK (2012) Characterization of different road dusts in opencast coal mining areas of India. Environ Monit Assess 184(6):3427–3441

    Article  Google Scholar 

  • Ministry of Environment, Forests and Climate Change (MoEFCC) (2010) EIA guidance manual — coal washeries, environmental impact assessment guidance manual for coal washeries. Ministry of Environment, Forests and Climate Change, Government of India, New Delhi, India, Prepared by Administrative Staff College of India, Hyderabad.

  • Monteiro A, Vieira M, Gama C, Miranda AI (2017) Towards an improved air quality index. Air Qual Atmos Hlth 10(4):447–455

    Article  Google Scholar 

  • Patra AK, Gautam S, Kumar P (2016a) Emissions and human health impact of particulate matter from opencast mining operation — a review. Environ Technol Innov 5:233–249

    Article  Google Scholar 

  • Patra AK, Gautam S, Majumdar S, Kumar P (2016b) Prediction of particulate matter concentration profile in an opencast copper mine in India using an artificial neural network model. Air Qual Atmos Hlth 9(6):697–711

    Article  Google Scholar 

  • Patra A, Gautam S, Kumar P (2016c) Emissions and human health impact of particulate matter from surface mining operation—a review. Environ Technol Innov 5:233–249

    Article  Google Scholar 

  • Prostański D (2013) Use of air-and-water spraying systems for improving dust control in mines. J Sustain Min 12(2):29–34

    Article  Google Scholar 

  • Punia A (2021) Role of temperature, wind, and precipitation in heavy metal contamination at copper mines: a review. Environ Sci Pollut Res 28:4056–4072. https://doi.org/10.1007/s11356-020-11580-8

    Article  Google Scholar 

  • Qi C, Zhou W, Lu X, Luo H, Pham BT, Yaseen ZM (2020) Particulate matter concentration from open-cut coal mines: a hybrid machine learning estimation. Environ Pollut 263:114517. https://doi.org/10.1016/j.envpol.2020.114517

    Article  Google Scholar 

  • Roberts JM, Peter W, Wypych IF, David BH (2016) Research and development of airborne dust control techniques. In Proceedings of the 12th International conference on Bulk Materials Storage, Handling and Transportation. Darwin, Northern Territiry, Australia.

  • Sahu SP, Patra AK, Kolluru SSR (2018) Spatial and temporal variation of respirable particles around a surface coal mine in India. Atmospheric Pollut Res 9(4):662–679

    Article  Google Scholar 

  • Saurabh K, Chaulya SK, Singh RS, Kumar S, Mishra KK (2020) Intelligent dry fog dust suppression system: an efficient technique for controlling air pollution in mineral processing plant. Clean Technol Environ Policy. https://doi.org/10.1007/s10098-020-01991-z

    Article  Google Scholar 

  • Smandych RS, Thomson M, Goodfellow H (2010) Dust control for material handling operations: a systematic approach. Am Ind Hyg Assoc J 59(2):139–146

    Article  Google Scholar 

  • Triantafyllou AG (2001) PM10 pollution episodes as a function of synoptic climatology in a mountainous industrial area. Environ Pollut 112:491–500

    Article  Google Scholar 

  • Triantafyllou AG, Kyros ES, Evagelopoulos VG (2002) Respirable particulate matter at an urban and nearby industrial location: concentrations and variability, synoptic weather conditions during high pollution episodes. J Air Waste Manag Asso 52:287–296

    Article  Google Scholar 

  • United States Environmental Protection Agency (USEPA) (1995) User's guide for the fugitive dust model (FDM), Vol. I, User′s instruction, Region 10, 1200 sixth Avenue, Seattle, Washington, USA.

  • Wang Y, Wu X, He S, Niu R (2021) Eco-environmental assessment model of the mining area in Gongyi, China. Sci Rep 11:17549. https://doi.org/10.1038/s41598-021-96625-9

    Article  Google Scholar 

  • Yadav M, Sahu SP, Singh NK (2019) Multivariate statistical assessment of ambient air pollution in two coalfields having different coal transportation strategy: a comparative study in Eastern India. J Clean Prod 207:97–110

    Article  Google Scholar 

  • Yang S, Nie W, Lv S, Liu Z, Peng H, Ma X, Cai P, Xu C (2019) Effects of spraying pressure and installation angle of nozzles on atomization characteristics of external spraying system at a fully-mechanized mining face. Powder Technol 343:754–776

    Article  Google Scholar 

Download references

Acknowledgements

The authors are grateful to Dr. P. K. Singh, Director of CSIR-Central Institute of Mining and Fuel Research, Dhanbad, India, for granting permission to publish the paper. The authors are also thankful to the mine management for facilitating the field studies.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Swades Kumar Chaulya.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

Responsible Editor: Zhihua Zhang

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chaulya, S.K., Tiwary, R.K., Singh, K.K.K. et al. Air quality modeling for impact evaluation of a mica, feldspar, and quartz mine in Nellore district, Andhra Pradesh, India. Arab J Geosci 15, 28 (2022). https://doi.org/10.1007/s12517-021-09296-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12517-021-09296-1

Keywords

Navigation