The utilisation of satellite images for the detection of elephant induced vegetation change patterns
South Africa’s growing elephant populations are concentrated in relatively small enclosed protected areas resulting in the over utilisation of the available food sources. Elephants and other herbivores as well as other natural disturbances such as fires and droughts play an important role in maintai...
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2010
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Online Access: | Simms, Chenay (2009) The utilisation of satellite images for the detection of elephant induced vegetation change patterns, University of South Africa, Pretoria, <http://hdl.handle.net/10500/3104> http://hdl.handle.net/10500/3104 |
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ndltd-netd.ac.za-oai-union.ndltd.org-unisa-oai-uir.unisa.ac.za-10500-3104 |
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Elephants Enclosed protected areas Keystone species Droughts Herbivores Water sources Savannah Vegetation damage Satellite images Monitoring tool Vegetation monitoring -- South Africa -- Welgevonden Private Game Reserve Landsat satellites Animal-plant relationships -- South Africa -- Welgevonden Private Game Reserve Elephants -- South Africa -- Welgevonden Private Game Reserve Welgevonden Private Game Reserve (South Africa) |
spellingShingle |
Elephants Enclosed protected areas Keystone species Droughts Herbivores Water sources Savannah Vegetation damage Satellite images Monitoring tool Vegetation monitoring -- South Africa -- Welgevonden Private Game Reserve Landsat satellites Animal-plant relationships -- South Africa -- Welgevonden Private Game Reserve Elephants -- South Africa -- Welgevonden Private Game Reserve Welgevonden Private Game Reserve (South Africa) Simms, Chenay The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
description |
South Africa’s growing elephant populations are concentrated in relatively small enclosed protected areas resulting in the over utilisation of the available food sources. Elephants and other herbivores as well as other natural disturbances such as fires and droughts play an important role in maintaining savannah environments. When these disturbances become too concentrated in a particular area the vegetation composition may be negatively affected. Excessive damage to the vegetation would result from exceeding the capacity of a protected area to provide food resources. The effect of the 120 elephants on the vegetation of Welgevonden Private Game Reserve, is not known. The rugged terrain of this reserve makes it a difficult, time consuming and labour intensive exercise to conduct ground studies. Satellite images can be used as a monitoring tool for vegetation change and improve the quantity and quality of environmental data to be collected significantly, allowing more informed management decision-making. This study evaluated the use of satellite imagery for monitoring elephant induced vegetation change on Welgevonden Private Game Reserve. The LANDSAT Thematic Mapper multispectral images, acquired at two yearly intervals from 1993 until 2007 were used. However, no suitable images were available for the years 1997, 2001 and 2003. A series of vegetation change maps was produced and the distribution of water sources and fire occurrences mapped. The areas of change were then correlated with the spatial distribution of water points and fire occurances, with uncorrelated areas of change. This was analysed using large animal population trends, weather data and management practices. On the visual comparison of the vegetation maps, it was seen that over this time period there was some decrease and thinning of woodland, but the most notable change was the increase of open woodland and decrease in grasslands. Using only the digital change detection for the period 1993 to 2007, a general increase in vegetation cover is seen. But this generalisation is misleading, since comparing the digital change detection to the vegetation maps indicates that while vegetation cover may have increased, significant changes occurred in the vegetation types.
Most of the areas of significant change that were identified showed a strong positive correlation with burnt areas. The distribution of the water sources could not be directly linked to the vegetation change although rainfall fluctuations seemed to have accelerated vegetation changes. Years with high game counts, such as 1999, also coincide with very low rainfall making it difficult to differentiate between the effects of heavy utilisation of vegetation and low rainfall. Furthermore, many of the initial vegetation changes could be the result of land use changes due to the introduction of browsers, selective grazers and elephants that allow for more natural utilisation of the vegetation. Remote sensing makes it possible to successfully track changes in vegetation and identify areas of potential elephant induced vegetation change. Vegetation changes caused by disturbances, such as fire and anthropogenic activities, can be accounted for but it is not possible to conclude with a high level of certainty that the further changes seen are solely a result of elephant damage. Further work is required to reliably isolate elephant induced vegetation changes, as well as to establish the effects these changes have on the ecosystem as a whole. === Environmental Sciences === (M. Sc. (Environmetal Sciences)) |
author2 |
Jordaan,M. (Mr.) |
author_facet |
Jordaan,M. (Mr.) Simms, Chenay |
author |
Simms, Chenay |
author_sort |
Simms, Chenay |
title |
The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
title_short |
The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
title_full |
The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
title_fullStr |
The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
title_full_unstemmed |
The utilisation of satellite images for the detection of elephant induced vegetation change patterns |
title_sort |
utilisation of satellite images for the detection of elephant induced vegetation change patterns |
publishDate |
2010 |
url |
Simms, Chenay (2009) The utilisation of satellite images for the detection of elephant induced vegetation change patterns, University of South Africa, Pretoria, <http://hdl.handle.net/10500/3104> http://hdl.handle.net/10500/3104 |
work_keys_str_mv |
AT simmschenay theutilisationofsatelliteimagesforthedetectionofelephantinducedvegetationchangepatterns AT simmschenay utilisationofsatelliteimagesforthedetectionofelephantinducedvegetationchangepatterns |
_version_ |
1718793211882766336 |
spelling |
ndltd-netd.ac.za-oai-union.ndltd.org-unisa-oai-uir.unisa.ac.za-10500-31042018-11-19T17:14:17Z The utilisation of satellite images for the detection of elephant induced vegetation change patterns Simms, Chenay Jordaan,M. (Mr.) Mearns, K.F. (Mr.) Elephants Enclosed protected areas Keystone species Droughts Herbivores Water sources Savannah Vegetation damage Satellite images Monitoring tool Vegetation monitoring -- South Africa -- Welgevonden Private Game Reserve Landsat satellites Animal-plant relationships -- South Africa -- Welgevonden Private Game Reserve Elephants -- South Africa -- Welgevonden Private Game Reserve Welgevonden Private Game Reserve (South Africa) South Africa’s growing elephant populations are concentrated in relatively small enclosed protected areas resulting in the over utilisation of the available food sources. Elephants and other herbivores as well as other natural disturbances such as fires and droughts play an important role in maintaining savannah environments. When these disturbances become too concentrated in a particular area the vegetation composition may be negatively affected. Excessive damage to the vegetation would result from exceeding the capacity of a protected area to provide food resources. The effect of the 120 elephants on the vegetation of Welgevonden Private Game Reserve, is not known. The rugged terrain of this reserve makes it a difficult, time consuming and labour intensive exercise to conduct ground studies. Satellite images can be used as a monitoring tool for vegetation change and improve the quantity and quality of environmental data to be collected significantly, allowing more informed management decision-making. This study evaluated the use of satellite imagery for monitoring elephant induced vegetation change on Welgevonden Private Game Reserve. The LANDSAT Thematic Mapper multispectral images, acquired at two yearly intervals from 1993 until 2007 were used. However, no suitable images were available for the years 1997, 2001 and 2003. A series of vegetation change maps was produced and the distribution of water sources and fire occurrences mapped. The areas of change were then correlated with the spatial distribution of water points and fire occurances, with uncorrelated areas of change. This was analysed using large animal population trends, weather data and management practices. On the visual comparison of the vegetation maps, it was seen that over this time period there was some decrease and thinning of woodland, but the most notable change was the increase of open woodland and decrease in grasslands. Using only the digital change detection for the period 1993 to 2007, a general increase in vegetation cover is seen. But this generalisation is misleading, since comparing the digital change detection to the vegetation maps indicates that while vegetation cover may have increased, significant changes occurred in the vegetation types. Most of the areas of significant change that were identified showed a strong positive correlation with burnt areas. The distribution of the water sources could not be directly linked to the vegetation change although rainfall fluctuations seemed to have accelerated vegetation changes. Years with high game counts, such as 1999, also coincide with very low rainfall making it difficult to differentiate between the effects of heavy utilisation of vegetation and low rainfall. Furthermore, many of the initial vegetation changes could be the result of land use changes due to the introduction of browsers, selective grazers and elephants that allow for more natural utilisation of the vegetation. Remote sensing makes it possible to successfully track changes in vegetation and identify areas of potential elephant induced vegetation change. Vegetation changes caused by disturbances, such as fire and anthropogenic activities, can be accounted for but it is not possible to conclude with a high level of certainty that the further changes seen are solely a result of elephant damage. Further work is required to reliably isolate elephant induced vegetation changes, as well as to establish the effects these changes have on the ecosystem as a whole. Environmental Sciences (M. Sc. (Environmetal Sciences)) 2010-02-19T10:24:35Z 2010-02-19T10:24:35Z 2009-02 Thesis Simms, Chenay (2009) The utilisation of satellite images for the detection of elephant induced vegetation change patterns, University of South Africa, Pretoria, <http://hdl.handle.net/10500/3104> http://hdl.handle.net/10500/3104 en 1 online resource (v, 95 leaves) |