by different approaches, which include the use of pedigrees and DNA fingerprinting. The COP measures the Knowledge of genetic diversity and relationships among breeding degree of genetic relatedness among genotypes based materials is essential to the improvement of crop species. Genetic similarity estimates among cultivars are helpful to select parental on pedigree information by estimating the probability combinations for segregating populations so as to maintain genetic that a random allele from one genotype is identical by diversity in a breeding program. The objective of this study was to descent to a random allele of another genotype at the determine the correspondence between pedigree-and restriction fragsame locus (Kempthorne, 1969). The accuracy of COP ment length polymorphism-based genetic similarity (RFLP-GS) estidepends on the availability of reliable and detailed pedimates for a set of 36 Upland cotton (Gossypium hirsutum L.) cultivars. gree records; at times these records may be either un-Coefficients of parentage (COPs) and genetic similarity estimates available or unreliable. The calculations also do not based on 261 codominant RFLP markers for all possible pairs of account for the effects of selection, mutation, and gecultivars were compared. A significant though moderate association netic drift and require several simplifying assumptions (r ϭ 0.41, P Ͻ 0.001) was detected between the COP and RFLP-GS that are generally not met. Nevertheless, pedigree informatrices. Spearman's rank correlation for the 142 pairs of related cultivars (COP Ն 0.1) was somewhat higher (r S ϭ 0.53, P Ͻ 0.001). There was mation offers plant breeders a simple and inexpensive a significant linear relationship between COP and RFLP-GS for the way to estimate genetic relatedness among breeding mapairs of related cultivars; however, the coefficient of determination terials. was low (R 2 ϭ 0.25), indicating that the COP only explained a small DNA markers, such as RFLPs, amplified fragment portion of the variation observed for RFLP-GS. COP and RFLP-GS length polymorphisms (AFLPs), random amplified polyestimate different types of genetic resemblance; however, the modermorphic DNAs (RAPDs), and simple sequence repeats ate association may have also resulted from violations to the assump-(SSRs), can directly assess DNA sequence variation. tions made when computing COP. RFLP-GS is a more accurate estimate DNA-based genetic similarity measures the degree of of true genetic resemblance among cotton cultivars. Nevertheless, the genetic relatedness among genotypes by estimating the pedigree-and RFLP-based dendrograms were somewhat similar, sug-proportion of alleles that are alike in state, thus differing gesting that pedigree information will continue to be useful to inexpensively identify diverse parents in a breeding program.