Arid
DOI10.1007/s12145-014-0169-z
A monitoring framework for land use around kaolin mining areas through Landsat TM images
Raval, Simitkumar; Shamsoddini, Ali
通讯作者Raval, Simitkumar
来源期刊EARTH SCIENCE INFORMATICS
ISSN1865-0473
EISSN1865-0481
出版年2014
卷号7期号:3页码:153-163
英文摘要

Sustainable management of land requires regular acquisition of qualitative information regarding the status of its use. It is especially important to track the changes relating to the land’s competitive development needs such as mining. The field-based monitoring of a mine with a wide footprint is expensive and time-consuming. Remote sensing techniques have been developed and demonstrated as cost-effective alternatives for the conventional methods of land use/land cover (LULC) monitoring. In this study, the land cover changes that occurred between the year of 2000 and 2009 in a kaolin mining and processing area in the Kutch region of India are mapped using two Landsat-5 Thematic Mapper (TM) images. For this purpose, the spectral signature of the land covers including vegetation cover and kaolin were determined and matched filtering (MF) method was applied to classify the images. The overall accuracy of the classified 2009 image was estimated for the kaolin and the vegetation cover to 89.5 and 86.0 % respectively. The change in the land use which occurred from 2000 to 2009 were quantified and analysed for both classes. This study provided a practical framework for rapid mapping of the land cover changes around open-cut kaolin mining area using freely available Landsat data.


英文关键词Remote sensing Kaolin mine Change detection Land cover
类型Article
语种英语
国家Australia
收录类别SCI-E
WOS记录号WOS:000340951200002
WOS关键词REMOTELY-SENSED DATA ; ENVIRONMENTAL IMPACTS ; EASTERN DESERT ; ASTER DATA ; CLASSIFICATION ; FOREST ; SPECTRA ; COMPLEX ; SENSORS ; EGYPT
WOS类目Computer Science, Interdisciplinary Applications ; Geosciences, Multidisciplinary
WOS研究方向Computer Science ; Geology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/181591
作者单位Univ New S Wales, Sch Min Engn, Australian Ctr Sustainable Min Practices, Sydney, NSW 2152, Australia
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Raval, Simitkumar,Shamsoddini, Ali. A monitoring framework for land use around kaolin mining areas through Landsat TM images[J],2014,7(3):153-163.
APA Raval, Simitkumar,&Shamsoddini, Ali.(2014).A monitoring framework for land use around kaolin mining areas through Landsat TM images.EARTH SCIENCE INFORMATICS,7(3),153-163.
MLA Raval, Simitkumar,et al."A monitoring framework for land use around kaolin mining areas through Landsat TM images".EARTH SCIENCE INFORMATICS 7.3(2014):153-163.
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