The composition and intensity of land use significantly influence the aquatic ecological environment, further affecting the physicochemical attributes of the water body, and indirectly modulating the phytoplankton community structure. This study centers around the Danjiangkou Reservoir, investigating the correlation between land use, water environment, and phytoplankton alongside varying intensities of anthropogenic activities, based on the review of land use, phytoplankton, and water quality data of 2021. Firstly, an analysis was conducted over five circular buffer zones generated around sampling points with radii set at 500 m, 1000 m, 1500 m, 2000 m, and 2500 m, wherein the intensity of human activity was categorized into low, medium, and high, in accordance with the human activity intensity level score (HAILS). This study proceeded to explore the correlation between land use and the water environment across different scales, compared phytoplankton density and community structure differences across varied levels of human activity, and analyzed the association between phytoplankton communities in the Danjiangkou Reservoir and environmental variables under various intensities. The findings showed: The land use within the 500 m circular buffer zone has the greatest impact on the water quality of the Danjiangkou Reservoir, especially with the increase in human activities leading to elevated nutrient levels in the water, thereby promoting the growth and reproduction of algae, and increasing the risk of algal blooms. This research scrutinizes the relationship between land use, water environment, and plankton under varying human activity intensities, serving as a foundation for environmental management sectors to make informed decisions and promote the sustainable development of the catchment water environment.

Urbanization-driven land use transitions, especially impervious surface expansion, profoundly affect aquatic ecosystems, yet the regulatory mechanisms of microbial assembly and disassembly remain unclear. Using environmental DNA metabarcoding, this study examined relationships between landscape patterns, environmental gradients, and microbial communities in the middle-lower Yangtze River. Impervious surfaces (source landscapes) increased from 10% (midstream) to 37% (downstream), disrupting source–sink balance, elevating nitrogen and phenolics, and worsening water quality. Eukaryotes exhibited higher α-diversity and more complex co-occurrence networks, showing greater responsiveness to disturbance. Stochastic processes dominated community assembly (>68%) for both eukaryotic and prokaryotic communities. Dispersal limitation led to higher total β-diversity and nestedness in eukaryotes; by contrast, land use intensified environmental filtering on prokaryotes, resulting in lower β-diversity but higher turnover contribution. Community disassembly simulation reveals a scenario in which impervious surface expansion is associated with non-random species loss, reducing predicted functional richness of both eukaryotic and prokaryotic microbes; the preferential loss of sensitive species is associated with a sharp decline in predicted functional richness, which may have implications for ecosystem stability. Our findings demonstrate that land use change is significantly associated with altered aquatic environments and affects ecosystem functions through biodiversity changes, providing theoretical support for ecosystem conservation.