Abd El-Wahab, M. M., Abdel-Lattif, H., Emara, K. S., Mosalam, M., Aljabri, M., & El-Soda, M. (2023). Identifying SNP markers associated with distinctness, uniformity, and stability testing in Egyptian fenugreek genotypes.
PLOS ONE, 18(9), e0291527.
https://doi.org/10.1371/journal.pone.0291527
Abootalebi, S., Hadi-Vencheh, A., & Jamshidi, A. (2019). Ranking the alternatives with a modified TOPSIS method in multiple attribute decision making problems.
IEEE Transactions on Engineering Management, 69(5), 1800–1805.
https://doi.org/10.1109/TEM.2019.2933593
Bagherzadeh, A., & Gholizadeh, A. (2016). Modeling land suitability evaluation for wheat production by parametric and TOPSIS approaches using GIS, northeast of Iran.
Modeling Earth Systems and Environment, 2(3), 1–11.
https://doi.org/10.1007/s40808-016-0177-8
Ali-Shtayeh, M. S., Jamous, R. M., Shtaya, M. J., Mallah, O. B., Eid, I. S., & Zaitoun, S. Y. A. (2017). Morphological characterization of snake melon (
Cucumis melo var.
flexuosus) populations from Palestine.
Genetic Resources and Crop Evolution, 64(1), 7–22.
https://doi.org/10.1007/s10722-015-0329-0
Ansari, W. A., Atri, N., Yang, L., Singh, B., & Pandey, S. (2020). Genetic diversity in muskmelon based on SSR markers and morphological traits under well-watered and water-deficit condition.
Biocatalysis and Agricultural Biotechnology, 26, 101630.
https://doi.org/10.1016/j.bcab.2020.101630
Arens, P., Mansilla, C., Deinum, D., Cavellini, L., Moretti, A., Rolland, S., & Vosman, B. (2010). Development and evaluation of robust molecular markers linked to disease resistance in tomato for distinctness, uniformity and stability testing.
Theoretical and Applied Genetics, 120(3), 655–664.
https://doi.org/10.1007/s00122-009-1183-2
Can, H., & Türkmen, Ö. (2022). Collection of local Kyrgyzstan melon genotypes and determination of morphological relationships between some Anatolian melons.
Turkish Journal of Agriculture and Forestry, 46(2), 257–270.
https://doi.org/10.55730/1300-011X.2976
Chikh-Rouhou, H., Mezghani, N., Mnasri, S., Mezghani, N., & Garcés-Claver, A. (2021). Assessing the genetic diversity and population structure of a Tunisian melon (
Cucumis melo L.) collection using phenotypic traits and SSR molecular markers.
Agronomy, 11(6), 1121.
https://doi.org/10.3390/agronomy11061121
Choudhary, B. R., Pandey, S., Rao, E. S., & Sharma, S. K. (2015). DUS characterization of muskmelon (
Cucumis melo L.) varieties.
Indian Journal of Agricultural Sciences, 85(12), 1597–1601.
https://doi.org/10.56093/ijas.v85i12.54316
Divakara, B. N., & Das, R. (2011). Variability and divergence in
Pongamia pinnata for further use in tree improvement.
Journal of Forestry Research, 22(2), 193–200.
https://doi.org/10.1007/s11676-011-0149-9
Divsalar, M., Hasani, F., & Shakeri, M. (2012). Technical guideline of melon (Cucumis melo L.) cultivation. Agricultural Research Education and Extension Organization (AREEO), Seed and Plant Certification and Registration Institute. [In Persian].
Escribano, S., & Lázaro, A. (2009). Agro-morphological diversity of Spanish traditional melons (
Cucumis melo L.) of the Madrid provenance.
Genetic Resources and Crop Evolution, 56(4), 481–497.
https://doi.org/10.1007/s10722-008-9380-4
Guliyev, N., Sharifova, S., Ojaghi, J., Abbasov, M., & Akparov, Z. (2018). Genetic diversity among melon (
Cucumis melo L.) accessions revealed by morphological traits and ISSR markers.
Turkish Journal of Agriculture and Forestry, 42(6), 393–401.
https://doi.org/10.3906/tar-1707-18
Hong, Y., Pandey, M. K., Lu, Q., Liu, H., Gangurde, S. S., Li, S., & Chen, X. (2021). Genetic diversity and distinctness based on morphological and SSR markers in peanut.
Agronomy Journal, 113(6), 4648–4660.
https://doi.org/10.1002/agj2.20671
Jolliffe, I. T., & Cadima, J. (2016). Principal component analysis: A review and recent developments.
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2065), 20150202.
https://doi.org/10.1098/rsta.2015.0202
Kato, K., Tanaka, K., Sugiyama, M., Shigita, G., Murakami, R., Duong, T. T., & Nishida, H. (2022). Fruit trait and seed size measurements and molecular phylogenetic analysis of Kazakhstan melon as an example of melon development on the Silk Road.
Research Square.
https://doi.org/10.21203/rs.3.rs-1439317/v1
Kerje, T., & Grum, M. (2000). The origin of melon,
Cucumis melo: A review of the literature. In
VII Eucarpia Meeting on Cucurbit Genetics and Breeding (Vol. 510, pp. 37–44). International Society for Horticultural Science.
https://doi.org/10.17660/ActaHortic.2000.510.5
Koca, N., & Paksoy, M. (2023). Some morphological characteristics of Kirikkale province local melon (
Cucumis melo L.) genotypelerinin bazı morfolojik özellikleri.
Bahçe, 52(1), 65–71.
https://doi.org/10.53471/bahce.1277246
Kong, Q., Chen, J., Liu, Y., Ma, Y., Liu, P., Wu, S., Huang, Y., & Bie, Z. (2014). Genetic diversity of
Cucurbita rootstock germplasm as assessed using simple sequence repeat markers.
Scientia Horticulturae, 175, 150–155.
https://doi.org/10.1016/j.scienta.2014.06.009
Kwon, Y. S., Lee, J. M., Yi, G. B., Yi, S. I., Kim, K. M., Soh, E. H., & Kim, B. D. (2005). Use of SSR markers to complement tests of distinctiveness, uniformity, and stability (DUS) of pepper (
Capsicum annuum L.) varieties.
Molecules and Cells, 19(3), 428–435.
https://doi.org/10.1016/S1016-8478(23)13189-X
Lei, Q., Zhou, J., Zhang, W., Luo, J., Wu, K., & Long, C. (2018). Morphological diversity of panicle traits in Kam fragrant glutinous rice (
Oryza sativa).
Genetic Resources and Crop Evolution, 65(3), 775–786.
https://doi.org/10.1007/s10722-017-0570-9
Liu, H., Rao, D., Guo, T., Gangurde, S. S., Hong, Y., Chen, M., & Chen, Z. (2022). Whole genome sequencing and morphological trait-based evaluation of UPOV Option 2 for DUS testing in rice.
Frontiers in Genetics, 13, 945015.
https://doi.org/10.3389/fgene.2022.945015
Liu, L., Kakihara, F., & Kato, M. (2004). Characterization of six varieties of
Cucumis melo L. based on morphological and physiological characters, including shelf-life of fruit.
Euphytica, 135, 305–313.
https://doi.org/10.3389/fgene.2022.945015
Lamrini, L., Abounaima, M. C., & Talibi Alaoui, M. (2023). New distributed-TOPSIS approach for multi-criteria decision-making problems in a big data context.
Journal of Big Data, 10(1), 97.
https://doi.org/10.1186/s40537-023-00788-3
Mahapatra, S., Sureja, A. K., Behera, T. K., & Verma, M. (2022). Assessment of genetic diversity of ninety-one bottle gourd [
Lagenaria siceraria (Mol.) Standl.] genotypes from fourteen different agro-climatic zones of India using agro-morphological traits and SSR markers.
Molecular Biology Reports, 49(7), 6367–6383.
https://doi.org/10.1007/s11033-022-07446-6
Mallikarjuna, K. N., Tomar, B. S., Mangal, M., Singh, N., Singh, D., Kumar, S., & Jat, G. S. (2024). Qualitative and quantitative genetic variations in bitter gourd (
Momordica charantia L.).
Genetic Resources and Crop Evolution, 71(7), 3745–3763.
https://doi.org/10.1007/s10722-024-01860-4
Merheb, J., Pawełkowicz, M., Branca, F., Bolibok-Brągoszewska, H., Skarzyńska, A., Pląder, W., & Chalak, L. (2020). Characterization of Lebanese germplasm of snake melon (
Cucumis melo subsp.
melo var.
flexuosus) using morphological traits and SSR markers.
Agronomy, 10(9), 1293.
https://doi.org/10.3390/agronomy10091293
Nardo, M., Saisana, M., Saltelli, A., & Tarantola, S. (2005). Tools for composite indicators building. European Commission, Joint Research Centre.
Nayak, P. P., & Datta, A. K. (2025). An entropy-based TOPSIS approach for selecting best suitable rice husk for potential energy applications: Pyrolysis kinetics and characterization of rice husk and rice husk ash.
Biomass Conversion and Biorefinery, 15(15), 21789–21806.
https://doi.org/10.1007/s13399-022-02824-3
Naznin, P. M., Imoh, O. N., Tanaka, K., Sreynech, O., Shigita, G., Sophea, Y., & Kato, K. (2024). Analysis of genetic diversity and population structure in Cambodian melon landraces using molecular markers.
Genetic Resources and Crop Evolution, 71(3), 1067–1083.
https://doi.org/10.1007/s10722-023-01677-7
Nhi, P. T. P., Akashi, Y., Hang, T. T. M., Tanaka, K., Aierken, Y., Yamamoto, T., & Kato, K. (2010). Genetic diversity in Vietnamese melon landraces revealed by the analyses of morphological traits and nuclear and cytoplasmic molecular markers.
Breeding Science, 60(3), 255–266.
https://doi.org/10.1270/jsbbs.60.255
Pitrat, M. (2016). Melon genetic resources: Phenotypic diversity and horticultural taxonomy. In
Genetics and genomics of Cucurbitaceae (pp. 25–60). Springer International Publishing.
https://doi.org/10.1007/7397_2016_10
Pourabed, E., Jazayeri Noushabadi, M. R., Jamali, S. H., Moheb Alipour, N., Zareyan, A., & Sadeghi, L. (2015). Identification and DUS testing of rice varieties through microsatellite markers.
International Journal of Plant Genomics, 2015(1), 965073.
https://doi.org/10.1155/2015/965073
Shigita, G., Dung, T. P., Pervin, M. N., Duong, T. T., Imoh, O. N., Monden, Y., & Kato, K. (2023). Elucidation of genetic variation and population structure of melon genetic resources in the NARO Genebank, and construction of the World Melon Core Collection.
Breeding Science, 73(3), 269–277.
https://doi.org/10.1270/jsbbs.22071
Sobhany, A., & Kiani, M. R. (2017). Orphological evaluation and classification of melon genotypes in Khorasan provinces (Razavi, North and South).
Journal of Horticultural Science, 30(4), 605–615.
https://doi.org/10.22067/jhorts4.v0i0.22989
Soltani, F., Akashi, Y., Kashi, A., Zamani, Z., Mostofi, Y., & Kato, K. (2010). Characterization of Iranian melon landraces of
Cucumis melo L. groups Flexuosus and Dudaim by analysis of morphological characters and random amplified polymorphic DNA.
Breeding Science, 60(1), 34–45.
https://doi.org/10.1270/jsbbs.60.34
Srinivasan, A., Chellappa, J., Varadaraju, A., Veerasamy, A., & Ramaiyan, K. (2023). Genetic diversity analysis in tropical sugarcane genotypes using morphometric traits.
Sugar Technology, 25(2), 430–439.
https://doi.org/10.1007/s12355-022-01215-2
Szamosi, C., Solmaz, I., Sari, N., & Bársony, C. (2010). Morphological evaluation and comparison of Hungarian and Turkish melon (
Cucumis melo L.) germplasm.
Scientia Horticulturae, 124(2), 170–182.
https://doi.org/10.1016/j.scienta.2009.12.024
Whitaker, T. W., & Davis, G. N. (1962). Cucurbits. Interscience Publishers.
Xu, S., Liu, W., Liu, X., Qin, C., He, L., Wang, P., & Ma, W. (2023). DUS evaluation of nine intersubgeneric hybrids of
Paeonia lactiflora and fingerprint analysis of the chemical components in the roots.
Frontiers in Chemistry, 11, 1158727.
https://doi.org/10.3389/fchem.2023.1158727
Yildiz, M., Akgul, N., & Sensoy, S. (2014). Morphological and molecular characterization of Turkish landraces of
Cucumis melo L.
Notulae Botanicae Horti Agrobotanici Cluj-Napoca, 42(1), 51–58.
https://doi.org/10.15835/nbha4219452
Yu, J., Bai, X., Zhang, K., Feng, L., Yu, Z., Jiao, X., & Guo, Y. (2024). Assessment of breeding potential of foxtail millet varieties using a TOPSIS model constructed based on distinctness, uniformity, and stability test characteristics.
Plants, 13(15), 2102.
https://doi.org/10.20944/preprints202406.1245.v1
Yusuf, A. B., Wibowo, W. A., & Daryono, B. S. (2022). Genetic stability of melon (
Cucumis melo L. cv. Meloni) based on inter-simple sequence repeat and phenotypic characteristics.
Biodiversitas: Journal of Biological Diversity, 23(6), 3042–3049.
https://doi.org/10.13057/biodiv/d230631
Zhang, J., Ren, J., Yang, J., Fu, S., Zhang, X., Xia, C., & Wen, C. (2023). Evaluation of SNP fingerprinting for variety identification of tomato by DUS testing.
Agriculture Communications, 1(1), 100006.
https://doi.org/10.1016/j.agrcom.2023.100006
Zhang, J., Yang, J., Fu, S., Ren, J., Zhang, X., Xia, C., & Wen, C. (2022). Comparison of DUS testing and SNP fingerprinting for variety identification in cucumber.
Horticultural Plant Journal, 8(5), 575–582.
https://doi.org/10.1016/j.hpj.2022.07.002
Zheng, E., Zhu, Y., Hu, J., Zhang, Z., & Xu, T. (2022). Effects of humic acid on japonica rice production under different irrigation practices and a TOPSIS-based assessment on the Songnen Plain, China.
Irrigation Science, 40(1), 87–101.
https://doi.org/10.1007/s00271-021-00754-y