Spatio-temporal pattern of eco-environmental parameters in Jharia coalfield, India

被引:3
|
作者
Saini, V. [1 ]
Gupta, R. P. [1 ]
Arora, M. K. [2 ]
机构
[1] Indian Inst Technol Roorkee, Roorkee 247667, Uttarakhand, India
[2] PEC Univ Technol, Chandigarh 160012, India
关键词
Eco-environment; Remote Sensing; NDVI; Tasseled cap transformation; Temperature; Jharia coalfiled; TRANSFORMATION; TM;
D O I
10.1117/12.2196645
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Jharia coal-field holds unequivocal importance in the Indian context as it is the only source of prime coking coal in the country. The coalfield is also known for its infamous coal mine fires which have been burning since last more than a century. Haphazard mining over a century has led to eco-environmental changes to a large extent such as changes in vegetation distribution and widespread development of surface and subsurface fires. This article includes the spatiotemporal study of remote sensing derived eco-environmental parameters like vegetation index (NDVI), tasseled cap transformation (TCT) and temperature distribution in fire areas. In order to have an estimate of the temporal variations of NDVI over the years, a study has been carried out on two subsets of the Jharia coalfield using Landsat images of 1972 (MSS), 1992 (TM), 1999 (ETM+) and 2013 (OLI). To assess the changes in brightness and greenness over the year s, difference images have been calculated using the 1992 (TM) and 2013 (OLI) images. Radiance images derived from thermal bands have been used to calculate at-sensor brightness temperature over a 23 year period from 1991 to 2013. It has been observed that during the years 1972 to 2013, moderate to dense vegetation has decreased drastically due to the intense mining going on in the area. TCT images show the areas that have undergone changes in both brightness and greenness from 1992 to 2013. Surface temperature data obtained shows a constant increase from 1991 to 2013 apparently due to coal fires. The utility of remote sensing data in such EIA studies has been emphasized.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Pattern formations in chaotic spatio-temporal systems
    Zhang, Y
    Wang, SH
    Xiao, JH
    Cerdeira, HA
    Chen, S
    Hu, G
    PRAMANA-JOURNAL OF PHYSICS, 2005, 64 (06): : 927 - 937
  • [42] An application of embedology to spatio-temporal pattern recognition
    Stright, JR
    Rogers, SK
    Quinn, DW
    Fielding, KH
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1996, 32 (02) : 768 - 774
  • [43] Spatio-temporal pattern mining in sports video
    Lan, DJ
    Ma, YF
    Ma, WY
    Zhang, HJ
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS, 2004, 3332 : 306 - 313
  • [44] Influence of cage farming and environmental parameters on spatio-temporal variability of fish assemblage structure in a tropical reservoir of Peninsular India
    Sajina, A. M.
    Sarkar, U. K.
    Canciyal, J.
    Das, B. K.
    Saha, A.
    Mishal, P.
    Jesna, P. K.
    Ramteke, M.
    Das, A. K.
    LIMNOLOGICA, 2021, 91
  • [45] Pattern formations in chaotic spatio-temporal systems
    Ying Zhang
    Shihong Wang
    Jinhua Xiao
    Hilda A. Cerdeira
    S. Chen
    Gang Hu
    Pramana, 2005, 64 : 927 - 937
  • [46] Probabilistic formulation of spatio-temporal drought pattern
    Sen, Z
    THEORETICAL AND APPLIED CLIMATOLOGY, 1998, 61 (3-4) : 197 - 206
  • [47] Spatio-temporal pattern mining in sports video
    Lan, Dong-Jun
    Ma, Yu-Fei
    Ma, Wei-Ying
    Zhang, Hong-Jiang
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, 3332 : 306 - 313
  • [48] Spatio-Temporal Pattern Classification with KernelCanvas and WiSARD
    de Souza, Diego F. P.
    Franca, Felipe M. G.
    Lima, Priscila M. V.
    2014 BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), 2014, : 228 - 233
  • [49] Spatio-temporal changes in temperature over India
    Oza, Markand
    Kishtawal, C. M.
    CURRENT SCIENCE, 2015, 109 (06): : 1154 - 1158
  • [50] Bayesian spatio-temporal model for tuberculosis in India
    Srinivasan, R.
    Venkatesan, P.
    INDIAN JOURNAL OF MEDICAL RESEARCH, 2015, 141 : 478 - 480