A six-year-old child was among those stopped by police during a three-day operation where 65 e-bikes and e-scooters were seized.
Police Service of Northern Ireland (PSNI) Inspector Matt Adams said the number of vehicles seized during the crackdown "demonstrates the scale of this problem".
Seven arrests were also made for drugs and motoring offences during the 'Weekend of Action' which took place between Friday 18 to Sunday September 20.
Police also seized £3,600 in cash along with a significant quantity of drugs including suspected heroin, cocaine and cannabis.
The PSNI said officers were supported by the Air Support Unit and plain-clothed officers during the operation. Three petrol motorbikes were also seized.
"These riders will now face a range of criminal justice outcomes," they said.
Insp Adams added their inappropriate use in public spaces poses a risk to the safety of both rider and the public.
Police in Newry meanwhile also seized 25 e-scooters, three e-scramblers and a petrol scrambler over the same period during a "proactive operation".
In July, BBC News NI reported that more than 120 children within the Belfast Trust area had been treated for injuries sustained by electric scooters and-e-bikes in the past two years.
Insp Adams said the vehicles seized would be disposed by police within 14 days of seizure unless the owner requests a review by the magistrates court.
"Under current legislation, e-scooters and e-bikes are deemed to be motor vehicles, meaning the rider must have a driving licence and the vehicle must be taxed, insured and fitted with lights and a number plate," he said.
He added that to reduce the number of e-scooters and e-bikes on the roads, it would require a co-ordinated approach by sellers, parents and guardians, users/owners alongside the police.
How many e-scooters and scramblers have been seized?
At the Northern Ireland Policing Board meeting in June, Alliance MLA Nuala McAllister asked about the number of seizures over the past three years.
The PSNI provided the following:
2024 - Four
2025 - Twenty five
2026 - Twenty two (in the year to July)
These figures covered seizures of e-scooters, e-scramblers, and e-bikes but excluded electrically assisted pedal cycles and combustion engine bikes.
What is an e-scooter?
An e-scooter is an electrically-powered vehicle consisting of a narrow foot platform mounted on wheels, attached to a long, narrow steering column with handlebars.
Users travel by standing on the platform, known as a deck, and are propelled forward by an electric motor which is powered by a rechargeable battery.
As such, they differ from other seated lightweight vehicles such as scrambler bikes, mini motos or quads - but for all of them, the same off-road restrictions apply.
Owning, buying or selling an e-scooter is not illegal in Northern Ireland but they can only be used on private land and only if the landowner gives their permission.
The Police Service of Northern Ireland stated last year, that "there is no specific offence" for using an e-scooter on public roads in Northern Ireland.
However, officers can enforce other rules in relation to e-scooters, such as having no vehicle excise duty (usually referred to as car tax or road tax) or insurance, which the user is unlikely to have for an off-road vehicle.
In relation to e-bikes- the rules of the road are different for certain types of e-bikes which are classed as "electrically assisted pedal cycles" (EPACs).