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Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery

BACKGROUND: The coexistence of woody vegetation and grass is a key characteristic of savanna ecological balance. Gains in woody vegetation at the expense of grass can lead to changes in grazer and browser carrying capacities on the savannas. This study examined long-term change in woody cover at fou...

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Autores principales: Munyati, C., Sinthumule, N. I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4996806/
https://www.ncbi.nlm.nih.gov/pubmed/27610331
http://dx.doi.org/10.1186/s40064-016-3036-1
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author Munyati, C.
Sinthumule, N. I.
author_facet Munyati, C.
Sinthumule, N. I.
author_sort Munyati, C.
collection PubMed
description BACKGROUND: The coexistence of woody vegetation and grass is a key characteristic of savanna ecological balance. Gains in woody vegetation at the expense of grass can lead to changes in grazer and browser carrying capacities on the savannas. This study examined long-term change in woody cover at four study sites representative of the geology and rainfall in the Kruger National Park, South Africa. Scanned 1940/1942, 1968, and 1977 high spatial resolution (0.44–1.35 m) panchromatic aerial photographs were used, supplemented by 5 and 10 m resolution 1998 and 2012 panchromatic and red band grey scale digital SPOT images. The imagery datasets of the respective study sites were georeferenced to the UTM projection. Woody cover on the imagery was enhanced using texture analysis, and mapped by unsupervised classification of the texture images using the K-means clustering algorithm. Change in woody cover was mapped using Boolean addition Geographic Information System overlay analysis. RESULTS: The results indicated 29 and 40 % reductions in woody cover for the southern granites and southern basalts sites, respectively. The northern granites and northern basalts sites, on the other hand, had gains in woody cover over the analysis period. The location context-specific factors of fire frequency and elephant density, and not rainfall fluctuations, explained most of the change in woody cover. CONCLUSIONS: The results point to the need for location context-specific management of fire and elephant concentrations. The changes in woody cover are likely to have effects on the grazer and browser carrying capacities of the savannas in the Kruger National Park.
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spelling pubmed-49968062016-09-08 Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery Munyati, C. Sinthumule, N. I. Springerplus Research BACKGROUND: The coexistence of woody vegetation and grass is a key characteristic of savanna ecological balance. Gains in woody vegetation at the expense of grass can lead to changes in grazer and browser carrying capacities on the savannas. This study examined long-term change in woody cover at four study sites representative of the geology and rainfall in the Kruger National Park, South Africa. Scanned 1940/1942, 1968, and 1977 high spatial resolution (0.44–1.35 m) panchromatic aerial photographs were used, supplemented by 5 and 10 m resolution 1998 and 2012 panchromatic and red band grey scale digital SPOT images. The imagery datasets of the respective study sites were georeferenced to the UTM projection. Woody cover on the imagery was enhanced using texture analysis, and mapped by unsupervised classification of the texture images using the K-means clustering algorithm. Change in woody cover was mapped using Boolean addition Geographic Information System overlay analysis. RESULTS: The results indicated 29 and 40 % reductions in woody cover for the southern granites and southern basalts sites, respectively. The northern granites and northern basalts sites, on the other hand, had gains in woody cover over the analysis period. The location context-specific factors of fire frequency and elephant density, and not rainfall fluctuations, explained most of the change in woody cover. CONCLUSIONS: The results point to the need for location context-specific management of fire and elephant concentrations. The changes in woody cover are likely to have effects on the grazer and browser carrying capacities of the savannas in the Kruger National Park. Springer International Publishing 2016-08-24 /pmc/articles/PMC4996806/ /pubmed/27610331 http://dx.doi.org/10.1186/s40064-016-3036-1 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Munyati, C.
Sinthumule, N. I.
Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title_full Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title_fullStr Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title_full_unstemmed Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title_short Change in woody cover at representative sites in the Kruger National Park, South Africa, based on historical imagery
title_sort change in woody cover at representative sites in the kruger national park, south africa, based on historical imagery
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4996806/
https://www.ncbi.nlm.nih.gov/pubmed/27610331
http://dx.doi.org/10.1186/s40064-016-3036-1
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