Yuan Zhongxiu, Chen Yan, Zhou Si, Peng Yugui, Xiao Jing, Li Qiuhua
Key Laboratory for Information System of Mountainous Area and Protection of Ecological Environment of Guizhou Province, Guizhou Normal University, Guiyang 550001, China.
Guizhou Key Laboratory of Advanced Computing, Guizhou Normal University, Guiyang 550001, China.
Biology (Basel). 2025 Mar 25;14(4):333. doi: 10.3390/biology14040333.
Functional groups are an effective method for assessing water quality. From January 2020 to December 2023, the phytoplankton and environmental variables at five sites in Baihua Reservoir (BHR) were collected once a month. The succession rate (SR) and the average variation degree (AVD) of the functional groups were determined, and the corresponding driving factors were analyzed by using the Random Forest model, hierarchical partitioning, and Mantel test. A total of 95 phytoplankton species belonging to 7 taxonomic categories were identified, which can be divided into 27 functional groups and 8 dominant functional groups (B, D, L, P, S1, W1, W2, Y). B, L, and Y occupied dominant positions in spatiotemporal succession, indicating that the water body was in a mesotrophic to eutrophication state. Water temperature, total nitrogen, and transparency were the key factors driving the functional groups' succession. Total nitrogen, total phosphorus, permanganate index, and dissolved oxygen were significantly positively correlated with AVD ( = 230; < 0.01). SR not only directly positively affected AVD ( = 230; < 0.05) but also indirectly affected AVD by affecting physicochemical factors. Understanding the relationship between the succession, stability, and environmental factors of functional groups is of great significance for algae management and the prevention of water bloom.
功能类群是评估水质的一种有效方法。2020年1月至2023年12月,每月一次采集百花水库(BHR)五个位点的浮游植物和环境变量。测定功能类群的演替率(SR)和平均变化程度(AVD),并利用随机森林模型、层次划分和Mantel检验分析相应的驱动因素。共鉴定出隶属于7个分类类别的95种浮游植物,可分为27个功能类群和8个优势功能类群(B、D、L、P、S1、W1、W2、Y)。B、L和Y在时空演替中占据主导地位,表明水体处于中营养至富营养化状态。水温、总氮和透明度是驱动功能类群演替的关键因素。总氮、总磷、高锰酸盐指数和溶解氧与AVD显著正相关( = 230; < 0.01)。SR不仅直接对AVD产生正向影响( = 230; < 0.05),还通过影响理化因素间接影响AVD。了解功能类群的演替、稳定性与环境因素之间的关系对于藻类管理和水华防治具有重要意义。