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Yes time, date or any other attributes can be queried and returned to the client application.
You need to create a new fields in the attribute (Footprint) table. This then needs to be filled with the correct values.
Some of the raster types will automatically add fields such as acquisition data if available in the metadata.
In the Mosaic Dataset properties, Defaults, Catalog Properties, Allowed Fields you need to ensure that the field is selected and so will be transmitted to the client applications.
Specifically for Time support you can in the same properties page define the StartTimeField and EndTimeField (can be the same), which is then used by the time series tools.