Bacterial pathways for water contamination, asking resident microbiologist

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The discussion centers on the potential for nitrifying bacteria to contaminate a sterile environment through airborne pathways, despite their inability to form spores. The scenario involves a sterile glass beaker filled with distilled water, left open in a lab with circulating air for a month. The key points include the initial zero microbe count and the absence of direct physical transfer of contaminants. The prediction focuses on the types of microbes that may appear in the beaker over time and how the sterility of the water will be compromised. There is a debate regarding the mechanisms of contamination, particularly whether nitrifying bacteria can travel through air currents, as they are typically thought to require physical transfer via water or soil. The discussion challenges the notion that these bacteria cannot survive airborne transfer, suggesting the need for further exploration into their potential airborne pathways, especially in relation to both marine and freshwater species.
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Virtual experiment, please explain regarding nitrifying bacteria in aqueous solutions, how they transfer in air currents even though they aren't spore formers:

Sterile glass beaker and sterilized, distilled water sets in a biology lab on the counter with no lid. Microbe count is zero so far.

No direct physical transfer of contaminants occur. Say you left the container opened in a room with circulating outside air via AC, no special positive air pressure provisions for a month. There is sufficient fluid to account for evap and still leave fluid for testing.

Prediction: what kind of microbes will be present, how will sterility be affected, and can any of the biofilm/bacteria in the sample be comprised of nitrifying bacteria that traveled the airborne contamination route?
 
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I was told nitrifying bacteria from various ecologies can only cross waterways via physical transfer, they desiccate in the air if attached to suspended dirt particles and they aren't spore formers to xfer that way, but this seems limiting for such a cornerstone organism. I want to know if there is -any- airborne contamination pathway for specifically the nitrifying bacteria in marine or freshwater species.
 

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