This Laminarian kelp occurrence records (order Laminariales) dataset was downloaded from the GBIF and the OBIS databases. Only the occurrence records with geographical coordinates were downloaded. Thereafter the records were cleaned to maintain a high georeference accuracy throughout the modelling process. This table contain occurrence records before remove the duplicates. During the MaxEnt modeling, duplicate records plotted on the same grid were deleted.