{Reference Type}: Journal Article {Title}: Exploring seasonal variations, assembly dynamics, and relationships of bacterial communities in different habitats of marine ranching. {Author}: Chen CZ;Yin MH;Niu LJ;Wang JX;Liu L;Sun YJ;Ju WM;Li P;Li ZH; {Journal}: Mar Pollut Bull {Volume}: 205 {Issue}: 0 {Year}: 2024 Aug 3 {Factor}: 7.001 {DOI}: 10.1016/j.marpolbul.2024.116658 {Abstract}: Offshore coastal marine ranching ecosystems provide habitat for diverse and active bacterial communities. In this study, 16S rRNA gene sequencing and multiple bioinformatics methods were applied to investigate assembly dynamics and relationships in different habitats. The higher number of edges in the water network, more balanced ratio of positive and negative links, and more keystone species included in the co-occurrence network of water. Stochastic processes dominated in shaping gut and sediment community assembly (R2 < 0.5), while water bacterial community assembly were dominated by deterministic processes (R2 > 0.5). Dissimilarity-overlap curve model indicated that the communities in different habitats have general dynamics and interspecific interaction (P < 0.001). Bacterial source-tracking analysis revealed that the gut was more similar to the sediment than the water bacterial communities. In summary, this study provides basic data for the ecological study of marine ranching through the study of bacterial community dynamics.