Methods are proposed for representing temperature distributions in the ocean that incorporate the features of ship measurements made during fishing together with methods of comparing the fields that correspond to the various representations. The methods have been implemented as computer programs and have been applied in checking ship data, generating an archive of long-term observations on peripheral media, and analyzing the temperature patterns in the northwestern part of the Pacific.