Li X, Prebble J G, de Lange P J, Raine J I, Newstrom-Lloyd L
GNS Science, Lower Hutt, New Zealand.
School of Environmental & Animal Sciences, Unitec Institute of Technology, Auckland, New Zealand.
PLoS One. 2022 Jun 3;17(6):e0269361. doi: 10.1371/journal.pone.0269361. eCollection 2022.
The very similar appearance of pollen of the New Zealand Myrtaceous taxa Leptospermum scoparium s.l. (mānuka) and Kunzea spp. (kānuka) has led palynologists to combine them in paleoecological and melissopalynological studies. This is unfortunate, as differentiation of these taxa would improve understanding of past ecological change and has potential to add value to the New Zealand honey industry, where mānuka honey attracts a premium price. Here, we examine in detail the pollen morphology of the 10 Kunzea species and a number of Leptospermum scoparium morphotypes collected from around New Zealand, using light microscopy, SEM, and Classifynder (an automated palynology system). Our results suggest that at a generic level the New Zealand Leptospermum and Kunzea pollen can be readily differentiated, but the differences between pollen from the morphotypes of Leptospermum or between the species of Kunzea are less discernible. While size is a determinant factor-equatorial diameter of Leptospermum scoparium pollen is 19.08 ± 1.28 μm, compared to 16.30 ± 0.95 μm for Kunzea spp.-other criteria such as surface texture and shape characteristics are also diagnostic. A support vector machine set up to differentiate Leptospermum from Kunzea pollen using images captured by the Classifynder system had a prediction accuracy of ~95%. This study is a step towards future melissopalynological differentiation of mānuka honey using automated pollen image capture and classification approaches.
新西兰桃金娘科分类群帚石楠(Leptospermum scoparium s.l.,麦卢卡)和昆士亚属(Kunzea spp.,卡努卡)的花粉外观极为相似,这使得孢粉学家在古生态学和蜂蜜孢粉学研究中将它们合并。这很遗憾,因为区分这些分类群将有助于更好地理解过去的生态变化,并且有可能为新西兰蜂蜜产业增添价值,其中麦卢卡蜂蜜价格高昂。在此,我们使用光学显微镜、扫描电子显微镜和Classifynder(一种自动化孢粉学系统),详细研究了从新西兰各地采集的10种昆士亚属植物以及多种帚石楠形态型的花粉形态。我们的结果表明,在属的层面上,新西兰帚石楠属和昆士亚属的花粉很容易区分,但帚石楠不同形态型之间或昆士亚属不同物种之间的花粉差异较难辨别。虽然大小是一个决定性因素——帚石楠花粉的赤道直径为19.08±1.28μm,而昆士亚属植物的为16.30±0.95μm——但其他标准如表面纹理和形状特征也具有诊断价值。使用Classifynder系统拍摄的图像建立的用于区分帚石楠和昆士亚属花粉的支持向量机,预测准确率约为95%。这项研究朝着未来利用自动化花粉图像采集和分类方法对麦卢卡蜂蜜进行蜂蜜孢粉学区分迈出了一步。