Impacts of Wildlife Artificial Water Provisioning in an African Savannah Ecosystem: A Spatiotemporal Analysis

IF 4.7 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-05-15 DOI:10.3390/land13050690
Morati Mpalo, Lenyeletse Vincent Basupi, Gizaw Tsidu
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Abstract

The use of artificial water points for wildlife in African savannah ecosystems has been widely criticised for affecting the distribution of wildlife and initiating changes in the heterogeneity of natural landscapes. We examined the spatiotemporal variations in the landscape before and after the installation of an artificial water point by integrating the analysis of vegetation and soil spectral response patterns with a supervised learning random forest model between 2002 and 2022 in Chobe Enclave, Northern Botswana. Our results revealed that the study area is characterised by animal species such as Equus quagga, Aepyceros melampus, and Loxodonta africana. The findings also showed that the main vegetation species in the study area landscape include Combretum elaeagnoides, Vachellia luederitzii, and Combretum hereroense. The artificial water point induced disturbances on a drought-vulnerable landscape which affected vegetation heterogeneity by degrading the historically dominant vegetation cover types such as Colophospermum mopane, Dichrostachys cinerea, and Cynodon dactylon. The immediate years following the artificial water point installation demonstrated the highest spectral response patterns by vegetation and soil features attributed to intense landscape disturbances due to abrupt high-density aggregation of wildlife around the water point. Landscapes were strongly homogenised in later years (2022), as shown by overly overlapping spectral patterns owing to an increase in dead plant-based material and senescent foliage due to vegetation toppling and trampling. The landscape disturbances disproportionately affected mopane-dominated woodlands compared to other vegetation species as indicated by statistically significant land cover change obtained from a random forest classification. The woodlands declined significantly (p < 0.05) within 0–0.5 km, 0.5–1 km, 1–5 km, and 5–10 km distances after the installation of the water point. The results of this study indicate that continuous nonstrategic and uninformed use of artificial water points for wildlife will trigger ecological alterations in savannah ecosystems.
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非洲大草原生态系统中野生动物人工供水的影响:时空分析
在非洲稀树草原生态系统中为野生动物使用人工取水点的做法受到广泛批评,因为这会影响野生动物的分布,并导致自然景观的异质性发生变化。我们在博茨瓦纳北部乔贝飞地利用监督学习随机森林模型综合分析了 2002 年至 2022 年间植被和土壤光谱响应模式,研究了人工取水点安装前后景观的时空变化。我们的研究结果表明,研究区域的动物物种主要有 Equus quagga、Aepyceros melampus 和 Loxodonta africana。研究结果还显示,研究区地貌中的主要植被物种包括 Combretum elaeagnoides、Vachellia luederitzii 和 Combretum hereroense。人工取水点对易受干旱影响的地貌造成了干扰,影响了植被的异质性,退化了历史上主要的植被覆盖类型,如 Colophospermum mopane、Dichrostachys cinerea 和 Cynodon dactylon。人工取水点安装后的最初几年,植被和土壤特征的光谱响应模式最高,这归因于取水点周围野生动物的突然高密度聚集造成的强烈景观干扰。在后期几年(2022 年),由于植被倒塌和践踏导致植物枯死物和衰老叶片增加,光谱模式过度重叠,景观出现严重同质化。与其他植被物种相比,地貌扰动对以罂粟为主的林地的影响尤为严重,随机森林分类得出的土地覆被变化在统计学上具有显著意义。取水点设置后,0-0.5 千米、0.5-1 千米、1-5 千米和 5-10 千米范围内的林地明显减少(p < 0.05)。这项研究的结果表明,持续、非战略性和不知情地为野生动物使用人工取水点会引发热带稀树草原生态系统的生态改变。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
期刊介绍: ACS Applied Electronic Materials is an interdisciplinary journal publishing original research covering all aspects of electronic materials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials science, engineering, optics, physics, and chemistry into important applications of electronic materials. Sample research topics that span the journal's scope are inorganic, organic, ionic and polymeric materials with properties that include conducting, semiconducting, superconducting, insulating, dielectric, magnetic, optoelectronic, piezoelectric, ferroelectric and thermoelectric. Indexed/​Abstracted: Web of Science SCIE Scopus CAS INSPEC Portico
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