You can use the following API call to generate the Transactions report:
/publisher/export/create/transactionsReport/v2
More information about this endpoint is available here.
The following parameters need to be used in case only refunds should be listed:
transaction_type=refunds
date_from=YYYYMMDD
date_to=YYYYMMDD