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Research on Coal Exploration Technology Based on Satellite Remote Sensing
Joint Authors
Le, Ba Tuan
Mao, Yachun
Jiang, Jinhong
Song, Liang
Liu, Shanjun
Xiao, Dong
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-06-01
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Coal is the main source of energy.
In China and Vietnam, coal resources are very rich, but the exploration level is relatively low.
This is mainly caused by the complicated geological structure, the low efficiency, the related damage, and other bad situations.
To this end, we need to make use of some advanced technologies to guarantee the resource exploration is implemented smoothly and orderly.
Numerous studies show that remote sensing technology is an effective way in coal exploration and measurement.
In this paper, we try to measure the distribution and reserves of open-air coal area through satellite imagery.
The satellite picture of open-air coal mining region in Quang Ninh Province of Vietnam was collected as the experimental data.
Firstly, the ENVI software is used to eliminate satellite imagery spectral interference.
Then, the image classification model is established by the improved ELM algorithm.
Finally, the effectiveness of the improved ELM algorithm is verified by using MATLAB simulations.
The results show that the accuracies of the testing set reach 96.5%.
And it reaches 83% of the image discernment precision compared with the same image from Google.
American Psychological Association (APA)
Xiao, Dong& Le, Ba Tuan& Mao, Yachun& Jiang, Jinhong& Song, Liang& Liu, Shanjun. 2016. Research on Coal Exploration Technology Based on Satellite Remote Sensing. Journal of Sensors،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1110635
Modern Language Association (MLA)
Xiao, Dong…[et al.]. Research on Coal Exploration Technology Based on Satellite Remote Sensing. Journal of Sensors No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1110635
American Medical Association (AMA)
Xiao, Dong& Le, Ba Tuan& Mao, Yachun& Jiang, Jinhong& Song, Liang& Liu, Shanjun. Research on Coal Exploration Technology Based on Satellite Remote Sensing. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1110635
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110635