Rail services have been suspended on South Western Railway trains between Axminster and Yeovil Junction stations.
This is because of flooding at Crewkerne.
National Rail says services running through these stations may be cancelled, delayed by up to 60 minutes or revised.
Disruption is expected until 3pm.
Passengers are being warned to plan ahead of travelling.