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Quantifying the Dynamics and Drivers of Landscape Change in an Opencast Coal Mining Area of Central India (East Bokaro, Jharkhand)

  • Sujata UpguptaEmail author
  • Prasoon Kumar Singh
Research Article
  • 29 Downloads

Abstract

This paper evaluates the spatiotemporal dynamics of landscape change and identifies the primary drivers of deforestation in East Bokaro coalfields from 1972 to 2016 using grid-based change detection and spatial statistics. Landsat images for the years 1972, 2001 and 2016 were classified using a supervised maximum likelihood technique to generate the land use and land cover maps for each year. Square grids of 500 m were used to quantify the cumulative changes in land cover from 1972 to 2016. Grid-based correlation and regression analyses were used to identify the drivers of change. The results revealed that the area has undergone major changes in land cover pattern in the last 44 years due to expansion of mining activities. Forests and agriculture have reduced while settlement and barren lands have increased considerably. Extensive plantation activities on mining wastelands in the last few decades have led to an increase in the forest cover by about 8.22%. Correlations indicated that both mining and agriculture increased at the expense of forests to some degree and agricultural lands were sacrificed for the expansion of built-up areas. Regression analysis confirmed that agriculture and mining were the most influential factors driving the changes in forest cover.

Keywords

East Bokaro Coal mining Land use Land cover Regression Drivers 

References

  1. 1.
    Lu D, Mausel P, Brondizio E, Moran E (2004) Change detection techniques. Int J Remote Sens 25:2365–2407CrossRefGoogle Scholar
  2. 2.
    Seif A, Mokarram M (2012) Change detection of Gil Playa in the Northeast of Fars Province Iran. Am J Sci Res 86:122–130Google Scholar
  3. 3.
    Javed A, Khan I (2012) Spatio-temporal land cover dynamics in open cast coal mine area of Singrauli MP India. J Geogr Inf Syst 4(2):521–529Google Scholar
  4. 4.
    Malaviya S, Munsi M, Oinam G, Joshi PK (2010) Landscape approach for quantifying land use land cover change (1972–2006) and habitat diversity in a mining area in Central India (Bokaro Jharkhand). Environ Monit Assess 170(1):215–229CrossRefGoogle Scholar
  5. 5.
    Singh G, Pal A, Niranjan RK, Kumar M (2010) Assessment of environmental impacts by mining activities: a case study from Jhansi open cast mining site-Uttar Pradesh, India. J Exp Sci 1(1):09–13Google Scholar
  6. 6.
    Roy PS, Giriraj A (2008) Land use and land cover analysis in Indian context. J Appl Sci 8:1346–1353CrossRefGoogle Scholar
  7. 7.
    Tiwary RK (2001) Environmental impact of coal mining on water regime and its management. Water Air Soil Pollut 132(1–2):185–199ADSCrossRefGoogle Scholar
  8. 8.
    Ghosh R, Ghosh DN (1990) Landuse map of Jharia coalfield, Eastern India, aided by remote sensing. J Indian Soc Remote Sens 18(1–2):23–28CrossRefGoogle Scholar
  9. 9.
    Sikdar PK, Chakraborty S, Adhya E, Paul PK (2004) Land use/land cover changes and groundwater potential zoning in and around Raniganj coal mining area, Bardhaman District, West Bengal: A GIS and remote sensing approach. J Spat Hydrol 4(2):1–24Google Scholar
  10. 10.
    Mishra PP (2008) Impact of mining on agricultural productivity. South Asia Econ J 9(2):337–350CrossRefGoogle Scholar
  11. 11.
    Panwar S, Sinha RK, Singh G (2011) Time sequential surface change analysis of Talcher–Angul region of Orissa using remote sensing and GIS. Int J Geomat Geosci 1(4):828–838Google Scholar
  12. 12.
    Singh PK, Makawana R, Tiwari AK, Mahato MK (2012) Assessment of variation in land use patterns of Jharia coalfield region, Jharkhand. Indian J Environ Prot 33(4):265–273Google Scholar
  13. 13.
    Rathore CS, Wright R (1993) Monitoring environmental impacts of surface coal mining. Int J Remote Sens 14(6):1021–1042CrossRefGoogle Scholar
  14. 14.
    Prakash A, Gupta RP (1998) Land-use mapping and change detection in a coal mining area: a case study in the Jharia coalfield, India. Int J Remote Sens 19(3):391–410MathSciNetCrossRefGoogle Scholar
  15. 15.
    Singh PK, Singh R, Singh G (2010) Impact of coal mining and industrial activities on land use pattern in Angul–Talcher region of Orissa, India. Int J Eng Sci Technol 2(12):7771–7784Google Scholar
  16. 16.
    Kumar A, Pandey AC (2013) Evaluating impact of coal mining activity on landuse/landcover using temporal satellite images in South Karanpura coalfields and environs Jharkhand State India. Int J Adv Remote Sens GIS 2(1):183–197Google Scholar
  17. 17.
    Mondol S, Chakravarty D, Bandayopadhyay J (2013) Application of GIS techniques for assessment of changes in land use pattern and environmental impact of mines over a small part of Keonjhar District of Orissa. IOSR J Res Method Educ 2(2):49–62Google Scholar
  18. 18.
    Sekhar PH, Sethy KM (2014) Assessment of impact of opencast mine on surrounding forest: a case study from Keonjhar district of Odisha, India. J Environ Res Dev 9(1):249–254Google Scholar
  19. 19.
    Matin S, Behera MD (2017) Alarming rise in aridity in the Ganga river basin, India, in past 3.5 decades. Curr Sci 112(2):229–230Google Scholar
  20. 20.
    Behera MD, Patidar N, Chitale VS, Behera N, Gupta D, Matin S, Tare V, Panda SN, Sen DJ (2014) Increase in agricultural patch contiguity over the past three decades in Ganga River Basin, India. Curr Sci 107(3):502–511Google Scholar
  21. 21.
    Roy PS, Roy A, Joshi PK, Kale MP, Srivastava VK, Srivastava SK, Dwevidi RS, Joshi C, Behera MD, Meiyappan P, Sharma Y, Jain AK, Singh J, Palchowdhuri Y, Ramachandran RM, Pinjarla B, Chakravarthi V, Babu N, Gowsalya MS, Thiruvengadam P, Kotteeswaran M, Priya V, Yelishetty KMVN, Maithani S, Talukdar MI, Rajan KS, Narendra PS, Biswal CA, Padalia H, Chavan M, Pardeshi SN, Chaudhari SA, Anand A, Vyas RM, Ramalingam M, Manonmani R, Behera P, Das P, Tripathi P, Matin S, Khan ML, Tripathi OP, Deka J, Kumar P, Kushwaha D (2015) Development of decadal (1985–1995–2005) land use and land cover database for India. Remote Sens 7:2401–2430ADSCrossRefGoogle Scholar
  22. 22.
    Lillesand TM, Kiefer RW (2004) Remote Sensing and image interpretation. Wiley, New YorkGoogle Scholar
  23. 23.
    Young NE, Anderson RS, Chignell SM, Vorster AG, Lawrence R, Evangelista PH (2017) A survival guide to landsat pre-processing. Ecology 98(4):920–993CrossRefGoogle Scholar
  24. 24.
    NRSA (2006) Manual of national land use land cover mapping using multi-temporal satellite data Department of Space, HyderabadGoogle Scholar
  25. 25.
    Ghulam A, Ghulam O, Maimaitijiang M, Freeman K, Porton I, Maimaitiyiming M (2015) Remote sensing based spatial statistics to document tropical rainforest transition pathways. Remote Sens 7:6257–6279ADSCrossRefGoogle Scholar
  26. 26.
    Upgupta S, Singh PK (2017) Fragmented landscapes of East Bokaro coalfields: a remote sensing based approach highlighting forestland dynamics. Appl Ecol Environ Res 15(4):1313–1326CrossRefGoogle Scholar
  27. 27.
    Mahato MK, Singh PK, Tiwari AK (2016) Hydrogeochemical evaluation of groundwater quality and seasonal variation in East Bokaro coalfield region Jharkhand. J Geol Soc India 88(2):173–184CrossRefGoogle Scholar
  28. 28.
    Ranjan P, Kumar B (2013) Environmental approaches of resource owners in open caste coal mining area of Bokaro river basin: challenges and community framework for its redressal. In: Seventh Biennial conference Indian Society for Ecological Economics (INSEE) global change, ecosystems, sustainability, pp 1–16Google Scholar

Copyright information

© The National Academy of Sciences, India 2019

Authors and Affiliations

  1. 1.Department of Environmental Science and EngineeringIndian Institute of Technology (ISM)DhanbadIndia

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