Hand weeding is labour intensive, but environmentally friendly.
Mulching with organic materials such as straw is ongoing but mulching with synthetic products can be effective if installed properly although this option is also more expensive.
Controlling weeds will be an ongoing task until plantings can out compete unwanted species.
Competing plants like grass also need to be controlled (eg spot spraying) when planting seedlings to reduce competition.
Spot spray with a herbicide in a one metre area three weeks before planting and remove the turf in the actual planting spot to minimise residual poisoning.