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Modelling Niche Differentiation of Co-Existing, Elusive and Morphologically Similar Species: A Case Study of Four Macaque Species in Nakai-Nam Theun National Protected Area, Laos

机译:同时存在的,难以捉摸的和形态相似的物种的生态位分化建模:以老挝纳凯南姆国家保护区的四种猕猴为例

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Simple SummaryWe investigated the niche separation of four macaque species (Macaca arctoides, M. assamensis, M. leonina, M. mulatta) occurring within Nakai-Nam Theun National Protected Area, central-eastern Laos using the environmental niche modelling software MaxEnt. The respective suitable habitat predicted for each species reveals niche segregation between the four species with a gradual geographical distribution following an environmental gradient of, notably, temperature, precipitation, elevation and slope within the study area. This means that the four species seem adapted to different ecological conditions within the area. This information has implications for future research on these species and for their management and conservation. AbstractSpecies misidentification often occurs when dealing with co-existing and morphologically similar species such as macaques, making the study of their ecology challenging. To overcome this issue, we use reliable occurrence data from camera-trap images and transect survey data to model their respective ecological niche and potential distribution locally in Nakai-Nam Theun National Protected Area (NNT NPA), central-Eastern Laos. We investigate niche differentiation of morphologically similar species using four sympatric macaque species in NNT NPA, as our model species: rhesus Macaca mulatta (Taxonomic Serial Number, TSN 180099), Northern pig-tailed M. leonina (TSN not listed); Assamese M. assamensis (TSN 573018) and stump-tailed M. arctoides (TSN 573017). We examine the implications for their conservation. We obtained occurrence data of macaque species from systematic 2006–2011 camera-trapping surveys and 2011–2012 transect surveys and model their niche and potential distribution with MaxEnt software using 25 environmental and topographic variables. The respective suitable habitat predicted for each species reveals niche segregation between the four species with a gradual geographical distribution following an environmental gradient within the study area. Camera-trapping positioned at many locations can increase elusive-species records with a relatively reduced and more systematic sampling effort and provide reliable species occurrence data. These can be used for environmental niche modelling to study niche segregation of morphologically similar species in areas where their distribution remains uncertain. Examining unresolved species’ niches and potential distributions can have crucial implications for future research and species’ management and conservation even in the most remote regions and for the least-known species.
机译:简单总结我们使用环境小生境建模软件MaxEnt调查了老挝中东部那凯-南姆国家保护区内发生的四种猕猴物种(猕猴,阿萨姆沙门氏菌,莱昂尼纳马齿,、穆拉塔马齿the)的生态位分离。为每种物种预测的各自合适的生境揭示了四种物种之间的生态位隔离,并且随着研究区域内温度,降水,海拔和坡度的环境梯度逐渐出现了地理分布。这意味着这四个物种似乎适应了该地区不同的生态条件。这些信息对于这些物种的未来研究及其管理和保护具有重要意义。摘要处理猕猴等并存且形态相似的物种时,经常会发生物种错误识别的情况,这使得对其生态学的研究具有挑战性。为了解决这个问题,我们使用了来自相机陷印图像的可靠发生数据,并通过横断面调查数据对老挝中东部那凯—南屯国家保护区(NNT NPA)在本地的生态位和潜在分布进行了建模。我们使用NNT NPA中的四种同属猕猴物种作为模型物种,研究形态相似物种的生态位分化:恒河猕猴(Taxonomic序列号,TSN 180099),北部猪尾M. leonina(TSN未列出);阿萨姆(Assamese M. assamensis)(TSN 573018)和树桩尾arctoides(TSN 573017)。我们研究了其保护的意义。我们通过系统的2006–2011年相机诱捕调查和2011–2012年样带调查获得了猕猴的发生数据,并使用MaxEnt软件使用25个环境和地形变量对它们的生态位和潜在分布进行了建模。为每种物种预测的合适的栖息地揭示了四种物种之间的生态位隔离,并且随着研究区域内环境梯度的变化,地理区域逐渐分布。设在许多位置的摄像机诱捕装置可以通过相对减少和更系统的采样工作来增加难以捉摸的物种记录,并提供可靠的物种发生数据。这些可用于环境生态位建模,以研究形态相似物种在其分布仍不确定的区域中的生态位隔离。即使在最偏远的地区和鲜为人知的物种中,检查未解决物种的生态位和潜在分布也可能对未来的研究以及物种的管理和保护具有至关重要的意义。

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