A two-layered local combinational variable (LCV) tool for generalized Helitron identification that represents a major improvement over previous identification programs based on DNA sequence or structure. HelitronScanner identified 64,654 Helitrons from a wide range of plant genomes in a highly automated way. HelitronScanner promises to be a valuable tool in future comparative and evolutionary studies of this major transposon superfamily.