Ecological Indicators · 2024 · 21 citations · 65 references
Life SciencesGeneticsMolecular GeneticsFreshwater EcologyGenomicsPhycologyAquatic Microbial EcologyEnvironmental Dna SurveyingEnvironmental MetagenomicsPhytoplankton EcologyRiver EcologyZooplankton EcologyAquatic Environmental DnaEnvironmental Dna MetabarcodingFreshwater Environmental DnaMarine Environmental DnaMetabarcoding Analysis
• A downward trend in planktonic diversity was observed along the cascade dams. • Flow rate and temperature regulated the plankton communities along the cascade dams. • Species replacement controlled the variations in plankton communities. • Phytoplankton had stronger environmental adaptation and dispersal ability than zooplankton. Despite providing significant assistance to human society, cascade dams can also have negative impacts on river ecosystems. As the crucial components of river ecosystem, the responses of phytoplankton and zooplankton to cascade dams have rarely been studied simultaneously, and thus, lacking the understanding of the difference in succession between them. Here, we investigated the phytoplankton and zooplankton communities in a river-way with cascade dams using an environmental DNA metabarcoding technology. Along the reservoir areas separated by dams, we found an obvious downward trend in diversity of plankton communities with significant variations in their compositions. The relative abundances of Bacillariophyta and Chlorophyta continued to decrease while Intramacronucleata increased along the river-way. Results of association analyses recognized temperature and flow rate as potential factors resiling the impacts of cascade dams. Beta diversity decomposition indicated species replacement as the main mechanism for variations in plankton communities with higher contribution for phytoplankton. Additionally, we detected wider environmental adaptation (broader environmental breadth, phylogenetic single, and niche breadth) and stronger dispersal ability in phytoplankton than in zooplankton. Environmental variables showed a stronger effect for variations in phytoplankton than zooplankton. Furthermore, we observed that community assembly of phytoplankton and zooplankton was, based on the null model, by heterogeneous selection and drift, respectively. These results suggested differences in phytoplankton and zooplankton response to cascade dams and highlighted the stronger environmental filtering in phytoplankton.
65
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Classification and Regression by randomForest
Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations
VEGAN, a package of R functions for community ecology
Philip M. Dixon · Journal of Vegetation Science · 2003 · 6.9K citations