University of Technology Sydney, School of Life Sciences, 15 Broadway, Ultimo NSW 2007, Australia; Sydney Institute of Marine Sciences, Mosman, New South Wales 2088, Australia.
University of Technology Sydney, School of Life Sciences, 15 Broadway, Ultimo NSW 2007, Australia.
Water Res. 2023 Sep 1;243:120371. doi: 10.1016/j.watres.2023.120371. Epub 2023 Jul 16.
Microbes are sensitive indicators of estuarine processes because they respond rapidly to dynamic disturbance events. As most of the world's population lives in urban areas and climate change-related disturbance events are becoming more frequent, estuaries bounded by cities are experiencing increasing stressors, at the same time that their ecosystem services are required more than ever. Here, using a multidisciplinary approach, we determined the response of planktonic microbial assemblages in response to seasonality and a rainfall disturbance in an urban estuary bounded by Australia's largest city, Sydney. We used molecular barcoding (16S, 18S V4 rRNA) and microscopy-based identification to compare microbial assemblages at locations with differing characteristics and urbanisation histories. Across 142 samples, we identified 8,496 unique free-living bacterial zOTUs, 8,175 unique particle associated bacterial zOTUs, and 1,920 unique microbial eukaryotic zOTUs. Using microscopy, we identified only the top <10% abundant, larger eukaryotic taxa (>10 µm), however quantification was possible. The site with the greater history of anthropogenic impact showed a more even community of associated bacteria and eukaryotes, and a significant increase in dissolved inorganic nitrogen following rainfall, when compared to the more buffered site. This coincided with a reduced proportional abundance of Actinomarina and Synechococcus spp., a change in SAR 11 clades, and an increase in the eukaryotic microbial groups Dinophyceae, Mediophyceae and Bathyoccocaceae, including a temporary dominance of the harmful algal bloom dinoflagellate Prorocentrum cordatum (syn. P. minimum). Finally, a validated hydrodynamic model of the estuary supported these results, showing that the more highly urbanised and upstream location consistently experienced a higher magnitude of salinity reduction in response to rainfall events during the study period. The best abiotic variables to explain community dissimilarities between locations were TDP, PN, modelled temperature and salinity (r = 0.73) for the free living bacteria, TP for the associated bacteria (r = 0.43), and modelled temperature (r = 0.28) for the microbial eukaryotic communities. Overall, these results show that a minor disturbance such as a brief rainfall event can significantly shift the microbial assemblage of an anthropogenically impacted area within an urban estuary to a greater degree than a seasonal change, but may result in a lesser response to the same disturbance at a buffered, more oceanic influenced location. Fine scale research into the factors driving the response of microbial communities in urban estuaries to climate related disturbances will be necessary to understand and implement changes to maintain future estuarine ecosystem services.
微生物是河口过程的敏感指示物,因为它们对动态干扰事件迅速做出反应。由于世界上大多数人口居住在城市地区,并且与气候变化相关的干扰事件越来越频繁,因此由城市包围的河口正承受着越来越大的压力,与此同时,它们的生态系统服务比以往任何时候都更加重要。在这里,我们采用多学科方法,确定了澳大利亚最大城市悉尼包围的城市河口浮游微生物组合对季节性和降雨干扰的响应。我们使用分子条码(16S、18S V4 rRNA)和基于显微镜的鉴定方法来比较具有不同特征和城市化历史的地点的微生物组合。在 142 个样本中,我们鉴定出了 8496 个独特的自由生活细菌 zOTUs、8175 个独特的颗粒相关细菌 zOTUs 和 1920 个独特的微生物真核生物 zOTUs。通过显微镜,我们仅鉴定出了前 <10%的丰度较大的真核生物类群(>10 µm),但是可以进行定量。与缓冲能力更强的地点相比,具有更大人为影响历史的地点显示出更均匀的相关细菌和真核生物群落,并且在降雨后溶解无机氮显著增加。这与 Actinomarina 和 Synechococcus spp. 的比例丰度降低、SAR 11 菌群的变化以及真核微生物组 Dinophyceae、Mediophyceae 和 Bathyoccocaceae 的增加有关,其中有害藻类赤潮甲藻 Prorocentrum cordatum(同义名:P. minimum)的暂时优势。最后,河口的验证水动力模型支持了这些结果,表明在研究期间,高度城市化和上游位置在响应降雨事件时始终经历更高幅度的盐度降低。解释地点间群落差异的最佳非生物变量是自由生活细菌的 TDP、PN、模型化温度和盐度(r=0.73)、相关细菌的 TP(r=0.43)和微生物真核生物群落的模型化温度(r=0.28)。总体而言,这些结果表明,像短暂降雨这样的小干扰可以比季节性变化更显著地改变城市河口受人为影响区域的微生物组合,但在缓冲能力更强、受海洋影响更大的地点,对相同干扰的反应可能较小。需要对驱动城市河口微生物群落对与气候相关的干扰做出响应的因素进行精细研究,以了解和实施变化,以维持未来的河口生态系统服务。