“…However, the role of N:P ratio in determining the magnitude, frequency, and duration of HABs has been questioned (Davidson et al, 2012) as more evidence is showing that abiotic conditions are not the only influencing factors of microalgal bloom dynamics. The importance of intra- and interspecific interactions between members of the marine microbiome has become well recognized as a major factor in structuring the temporal and spatial relationships of phytoplankton communities (e.g., Needham and Fuhrman, 2016; Martin-Platero et al, 2018; Aalto et al, 2022). These interactions can be complex and subject to rapid change within a marine microbial ecosystem.…”