def open_dataset(self, service):
        """Opens and returns the NetCDF dataset associated with a service, or returns a previously-opened dataset"""

        if not self.dataset:
            path = os.path.join(SERVICE_DATA_ROOT, service.data_path)
            self.dataset = netCDF4.Dataset(path, 'r')
        return self.dataset