{"title":"Spatio-temporal distribution of Vachellia stuhlmannii (Taub.) in Venetia-Limpopo nature reserve – SPOT-imagery","authors":"S. E. Nkosi, E. Adam, A. Barrett, L. Brown","doi":"10.1080/0035919X.2022.2036263","DOIUrl":null,"url":null,"abstract":"The impact of African elephant (Loxodonta africana) on selected woody plants varies from local extirpation to persistence amid continuous utilisation. Species generally selected by elephants and the way they are foraged makes them vulnerable to high utilisation levels. This paper studied the spatial and temporal distribution of Vachellia stuhlmannii in Venetia-Limpopo Nature Reserve using SPOT ( S ytéme Pour l’Observation de la Terre) imagery. The spatial pattern distribution of the species was computed using the Spatial Point Pattern Analysis (SPPA) and the Complete Spatial Randomness (CSR) of the species was tested using the Nearest Neighbour Ripley’s K(r) function. Results indicate a significant decrease in the area covered by V. stuhlmannii between 2013 and 2017, with a subsequent decrease in the density of the species. This result was positively correlated (Pearson correlation r 3 = 0.796, P = 0.634) to a decrease in annual rainfall. V. stuhlmannii follows an aggregated spatial pattern, which led to the rejection of the null hypothesis (H o) test of complete spatial randomness. Limitation of this study is that the results are based on five-year data between 2013 and 2017. This was influenced by the SPOT data used that is made available commercially. It is recommended that further studies evaluate the species distribution and density prior to 2013 to determine whether the decrease is because of other browsers, diseases, elephant impact, decreasing annual rainfall or combination of factors.","PeriodicalId":23255,"journal":{"name":"Transactions of The Royal Society of South Africa","volume":"77 1","pages":"63 - 72"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions of The Royal Society of South Africa","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/0035919X.2022.2036263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
引用次数: 0
Abstract
The impact of African elephant (Loxodonta africana) on selected woody plants varies from local extirpation to persistence amid continuous utilisation. Species generally selected by elephants and the way they are foraged makes them vulnerable to high utilisation levels. This paper studied the spatial and temporal distribution of Vachellia stuhlmannii in Venetia-Limpopo Nature Reserve using SPOT ( S ytéme Pour l’Observation de la Terre) imagery. The spatial pattern distribution of the species was computed using the Spatial Point Pattern Analysis (SPPA) and the Complete Spatial Randomness (CSR) of the species was tested using the Nearest Neighbour Ripley’s K(r) function. Results indicate a significant decrease in the area covered by V. stuhlmannii between 2013 and 2017, with a subsequent decrease in the density of the species. This result was positively correlated (Pearson correlation r 3 = 0.796, P = 0.634) to a decrease in annual rainfall. V. stuhlmannii follows an aggregated spatial pattern, which led to the rejection of the null hypothesis (H o) test of complete spatial randomness. Limitation of this study is that the results are based on five-year data between 2013 and 2017. This was influenced by the SPOT data used that is made available commercially. It is recommended that further studies evaluate the species distribution and density prior to 2013 to determine whether the decrease is because of other browsers, diseases, elephant impact, decreasing annual rainfall or combination of factors.
非洲象(Loxodonta africana)对选定木本植物的影响从局部灭绝到持续利用不等。大象通常选择的物种及其觅食方式使它们容易受到高利用率的影响。本文利用SPOT(S ytéme Pour l‘Observation de la Terre)图像研究了Venetia Limpopo自然保护区内的瓦赫氏菌的时空分布。使用空间点模式分析(SPPA)计算物种的空间模式分布,并使用最近邻居Ripley的K(r)函数测试物种的完全空间随机性(CSR)。结果表明,在2013年至2017年间,斯图尔曼尼猪笼草覆盖的面积显著减少,随后物种密度下降。该结果呈正相关(Pearson相关r 3 = 0.796,P = 0.634)导致年降雨量减少。V.stuhlmanini遵循聚集的空间模式,这导致了对完全空间随机性的零假设(H o)检验的拒绝。本研究的局限性在于,研究结果基于2013年至2017年的五年数据。这受到了商业上可用的SPOT数据的影响。建议在2013年之前对物种分布和密度进行进一步研究,以确定减少是因为其他浏览器、疾病、大象影响、年降雨量减少还是多种因素的组合。
期刊介绍:
Transactions of the Royal Society of South Africa , published on behalf of the Royal Society of South Africa since 1908, comprises a rich archive of original scientific research in and beyond South Africa. Since 1878, when it was founded as Transactions of the South African Philosophical Society, the Journal’s strength has lain in its multi- and inter-disciplinary orientation, which is aimed at ‘promoting the improvement and diffusion of science in all its branches’ (original Charter). Today this includes natural, physical, medical, environmental and earth sciences as well as any other topic that may be of interest or importance to the people of Africa. Transactions publishes original research papers, review articles, special issues, feature articles, festschriften and book reviews. While coverage emphasizes southern Africa, submissions concerning the rest of the continent are encouraged.