ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING

Dimension stone quarrying in the area between Rustenburg and Brits in the North West Province of South Africa has been in existence for over 70 decades. The unique characteristics of the granite deposits in South Africa resulted in making the country a global producer of the granite rocks. This led...

Full description

Bibliographic Details
Main Authors: R. S. Moeletsi, S. G. Tesfamichael
Format: Article
Language:English
Published: Copernicus Publications 2017-11-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W2/119/2017/isprs-archives-XLII-3-W2-119-2017.pdf
id doaj-714499a34fb6478a8d46034e07eb8d00
record_format Article
spelling doaj-714499a34fb6478a8d46034e07eb8d002020-11-24T21:30:09ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342017-11-01XLII-3-W211912410.5194/isprs-archives-XLII-3-W2-119-2017ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSINGR. S. Moeletsi0R. S. Moeletsi1S. G. Tesfamichael2Department of Geography, Environmental Management and Energy Studies, University of Johannesburg, Auckland Park, 2006, Johannesburg, South AfricaMintek, 200 Malibongwe Drive, 2125, Randburg, South AfricaDepartment of Geography, Environmental Management and Energy Studies, University of Johannesburg, Auckland Park, 2006, Johannesburg, South AfricaDimension stone quarrying in the area between Rustenburg and Brits in the North West Province of South Africa has been in existence for over 70 decades. The unique characteristics of the granite deposits in South Africa resulted in making the country a global producer of the granite rocks. This led to intensified quarrying activities between Rustenburg and Brits town. However, this surface mining method, has a potential to impact the environment in a negative way causing loss in vegetation, depletion of natural resources, loss of scenic beauty and contamination of surface water resources. To assess the land cover changes caused by granite quarrying activities, remotely sensed data in the form of Landsat images between 1998 and 2015 were used. Supervised classification was used to create maps. Accuracy assessment using Google Earth<sup>TM</sup> as a reference data yielded an overall accuracy of 78&thinsp;%. The post classification change detection method was used to assess land cover changes within the granite quarries. Granite quarries increased by 1174.86 ha while formation of quarry lakes increased to 5.3 ha over the 17-year period. Vegetation cover decreased by 1308 ha in area while 18.3 ha bare land was lost during the same period. This study demonstrated the utility of remote sensing to detect changes in land cover within granite quarries.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W2/119/2017/isprs-archives-XLII-3-W2-119-2017.pdf
collection DOAJ
language English
format Article
sources DOAJ
author R. S. Moeletsi
R. S. Moeletsi
S. G. Tesfamichael
spellingShingle R. S. Moeletsi
R. S. Moeletsi
S. G. Tesfamichael
ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet R. S. Moeletsi
R. S. Moeletsi
S. G. Tesfamichael
author_sort R. S. Moeletsi
title ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
title_short ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
title_full ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
title_fullStr ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
title_full_unstemmed ASSESSING LAND COVER CHANGES CAUSED BY GRANITE QUARRYING USING REMOTE SENSING
title_sort assessing land cover changes caused by granite quarrying using remote sensing
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2017-11-01
description Dimension stone quarrying in the area between Rustenburg and Brits in the North West Province of South Africa has been in existence for over 70 decades. The unique characteristics of the granite deposits in South Africa resulted in making the country a global producer of the granite rocks. This led to intensified quarrying activities between Rustenburg and Brits town. However, this surface mining method, has a potential to impact the environment in a negative way causing loss in vegetation, depletion of natural resources, loss of scenic beauty and contamination of surface water resources. To assess the land cover changes caused by granite quarrying activities, remotely sensed data in the form of Landsat images between 1998 and 2015 were used. Supervised classification was used to create maps. Accuracy assessment using Google Earth<sup>TM</sup> as a reference data yielded an overall accuracy of 78&thinsp;%. The post classification change detection method was used to assess land cover changes within the granite quarries. Granite quarries increased by 1174.86 ha while formation of quarry lakes increased to 5.3 ha over the 17-year period. Vegetation cover decreased by 1308 ha in area while 18.3 ha bare land was lost during the same period. This study demonstrated the utility of remote sensing to detect changes in land cover within granite quarries.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W2/119/2017/isprs-archives-XLII-3-W2-119-2017.pdf
work_keys_str_mv AT rsmoeletsi assessinglandcoverchangescausedbygranitequarryingusingremotesensing
AT rsmoeletsi assessinglandcoverchangescausedbygranitequarryingusingremotesensing
AT sgtesfamichael assessinglandcoverchangescausedbygranitequarryingusingremotesensing
_version_ 1725963581358342144