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Earth Science Informatics

Erschienen in:

19.07.2022 | Research Article

Environmental impact assessment of limestone quarry using multispectral satellite imagery

verfasst von: Vignesh Kumar, Kiran Yarrakula

Erschienen in: Earth Science Informatics | Ausgabe 3/2022

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Abstract

Environmental Impact Assessment (EIA) is a prominent technology to assess the environmental changes in the open cast Limestone mining region. However, traditional EIA methods and Limestone deposit identification involves time consuming, cost effective and manpower requirements. We cope-up these problem and incorporated with different satellite image processing techniques and field studies to estimate the impact on environment. Landsat imageries have been used to calculate NDVI, NDWI, LULC, LST for the buffer zone within a 10 km radius of the mines from the period between 1997–2017. The noise pollution of the mining region is identified using a random sample method. To access water quality analysis in the area, the Water Quality Index (WQI) is generated using 12 water quality parameters. EIA is analyzed using Analytical Hierarchy Process (AHP), Multi-Criteria Decision Analysis (MCDA) and future EIA is also predicted using empirical Bayesian Kriging approach.

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Avirneni S, Bandlamudi D (2013) Environmental impact of thermal power plant in India and its mitigation measure. Int J Mod Eng Res 3(2):1026–1031

Batabyal AK, Chakraborty S (2015) Hydrogeochemistry and water quality index in the assessment of ground water quality for drinking uses. Water Environ Res 87(7):607–617CrossRef

Berry P, Pistocchi A (2003) A multicriterial geographical approach for the environmental impact assessment of open-pit quarries. Int J Surf Min Reclam Environ 17(4):213–226CrossRef

Choung YJ, Jo MH (2016) Monitoring water resource changes using multi-temporal Landsat imagery taken in Changnyeong, South Korea. Procedia Eng 154:348–352CrossRef

Hatamzadi J, Talaiekhozani A, Ziaee GR (2018) Evaluation of noise pollution in Ilam city in 2018. J Air Pollut Health 3(2):73–82

Karan SK, Samadder SR, Maiti SK (2016) Assessment of the capability of remote sensing and GIS techniques for monitoring reclamation success in coal mine degraded lands. J Environ Manage 182:272–283CrossRef

Karuppasamy S, Kaliappan S, Karthiga R, Divya C (2016) Surface area estimation, volume change detection in lime stone quarry, Tirunelveli District using Cartosat-1 generated digital elevation model (DEM). Circuits and Systems 7(06):849–858CrossRef

Kumar GS, Reddy AN (2016) Application of remote sensing to assess environmental impact of Limestone mining in the Ariyalur district of Tamilnadu, India. J Geomatics 10(2):158–163

Mondal I, Maity S, Das B, Bandyopadhyay J, Mondal AK (2016) Modeling of environmental impact assessment of Kolaghat thermal power plant area, West Bengal, using remote sensing and GIS techniques. Model Earth Syst Environ 2(3):1–12

Murthy VK, Majumder AK, Khanal SN, Subedi DP (2007) Assessment of traffic noise pollution in Banepa, a semi urban town of Nepal. Kathmandu Univ J Sci Eng Technol 3(2):12–20CrossRef

Pramendra D, Vartika S (2011) Environmental noise pollution monitoring and impacts on human health in Dehradun city, Uttarakand, India. Civ Environ Res 1(1):32–39

Ramakrishnaiah CR, Sadashivaiah C, Ranganna G (2009) Assessment of water quality index for the ground water in Tumkur Taluk, Karnataka State, India. J Chem 6(2):523–530

Rozenstein O, Qin Z, Derimian Y, Karnieli A (2014) Derivation of land surface temperature for Landsat-8 TIRS using a split window algorithm. Sensors 14(4):5768–5780CrossRef

Saeedi M, Abessi O, Sharifi F, Meraji H (2010) Development of ground water quality index. Environ Monit Assess 163(4):327–335CrossRef

Sanjeevi S (2008) Targeting Limestone and bauxite deposits in southern India by spectral unmixing of hyperspectral image data. Int Arch Photogramm Remote Sens Spat Inf Sci 37(8):1189–1194

Sinha R, Bapalu GV, Singh LK, Rath B (2008) Flood risk analysis in the Kosi river basin, north Bihar using multi-parametric approach of analytical hierarchy process (AHP). J Indian Soc Remote Sens 36(4):335–349CrossRef

Suh J, Kim SM, Yi H, Choi Y (2017) An overview of GIS-based modeling and assessment of mining-induced hazards: Soil, water, and forest. Int J Environ Res Public Health 14(12):1–18CrossRef

Surinaidu L, Rao VG, Ramesh G (2013) Assessment of ground water inflows into Kuteshwar Limestone Mines through flow modeling study, Madhya Pradesh, India. Arab J Geosci 6(4):1153–1161CrossRef

Tazik E, Jahantab Z, Bakhtiari M, Rezaei A, Alavipanah SK (2014) Landslide susceptibility mapping by combining the three methods fuzzy logic, frequency ratio and analytical hierarchy process in Dozain basin. Int Arch Photogramm Remote Sens Spat Inf Sci 40(2):267–272CrossRef

Vaishnavi B, Yarrakula K, Karthikeyan J, Thirumalai C (2017) An assessment framework for precipitation decision making using AHP. 11th IEEE International Conference onIntelligent Systems and Control (ISCO), pp 418–421

Vasanthavigar M, Srinivasamoorthy K, Vijayaragavan K, Ganthi RR, Chidambaram S, Anandhan P, Vasudevan S (2010) Application of water quality index for ground water quality assessment: Thirumanimuttar sub-basin, Tamilnadu, India. Environ Monit Assess 171(1–4):595–609CrossRef

Titel: Environmental impact assessment of limestone quarry using multispectral satellite imagery
verfasst von: Vignesh Kumar
Kiran Yarrakula
Publikationsdatum: 19.07.2022
Verlag: Springer Berlin Heidelberg
Erschienen in: Earth Science Informatics / Ausgabe 3/2022
Print ISSN: 1865-0473
Elektronische ISSN: 1865-0481
DOI: https://doi.org/10.1007/s12145-022-00845-0

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