"That's the only time we shoot is within the cherry season".
Freeway Orchard is situated along State Highway 8B on the west side of the bridge in the Central Otago town.
The 20 acre site has been in Jackson's family for 36 years.
Cromwell resident Michael Laws filed a complaint with police after he woke to the sound of gun shots, audible from his property in The Dunes subdivision on December 1.
Due to the police complaint, Jackson delivered a letter the next day to neighbours of the Freeway orchard to inform them shooting would be in progress for the next six weeks and no access was permitted to the site.
The fourth-generation grower said the bird population was "astronomical" as less shooting was being carried out by orchardists
"They're becoming a bigger pest — much like rabbits".
Laws told the Otago Daily Times the orchard's practices were a public safety matter.
"When you start shooting at 7 o'clock on a Sunday morning without any warning directly adjacent to built up residential areas, then you pretty clearly have an issue ... it's extraordinarily irresponsible.
"They don't employ netting which is the most common form of bird protection and the most effective".
He did not believe the situation was a case of "reverse sensitivity".
Central Otago District Council planning and environment executive manager Louise van der Voort said that the council's rules were limited to noise levels.
"The district plan has rules about noise" she said.
"In the rural resource area this includes noise from percussive devices for crop protection — I am aware that some fruit growers shoot birds or may use guns to scare birds.
"We do not control the use of guns, that is a police matter".