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Clustering Different Greenhouse Pepper Varieties Based on Some Morphological and Fruit Yield | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Research On Crop Ecophysiology | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
مقاله 1، دوره 13، شماره 1 - شماره پیاپی 24، فروردین 2018، صفحه 1-6 اصل مقاله (415.46 K) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
شناسه دیجیتال (DOI): 10.30486/roce.2018.545278 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
نویسندگان | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Maryam Golabadi1؛ ABDOL-REZA EGHTEDARI2؛ HAMED GHOLAMI3؛ MOJTABA MAHDAVI3 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1Department of Agronomy and Plant Breeding, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran,2. Plant Improvement and Seed Production Research Center, Isfahan, Iran. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
21. Department of Agronomy and Plant Breeding, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran,2. Plant Improvement and Seed Production Research Center, Isfahan, Iran. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
3. Plant Improvement and Seed Production Research Center, Isfahan, Iran. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
چکیده | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Abstract Pepper is one of most important vegetables in the world. Pepper has important role in world vegetablecommerce and the worth of its export and import is very high. Selection of better plants is inseparableparts of breeding programs and need a variable population. So assessment of genetic variation is the firststep of breeding programs/ For this purpose, genetic variation of 22 different varieties of greenhousepepper was assayed for days to flowering and fruiting, plant height, peduncle length, single fruit weight, fruit yield and fruit length. Descriptive results showed that there was high variation between varieties forearliness, fruit yield and fruit number. Cluster analysis could group varieties into 5 groups that showedthe highest difference for single fruit weight, fruit yield and plant height. Late ripening varieties showedlow yield, however varieties with high fruit yield showed high fruit number. Therefore, fruit number had more effect on fruit yield in contrast to single fruit weight. Over all varieties in different groups could usein breeding programs with different aims. Keywords: Cluster analysis, Pepper, Fruit weight | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
کلیدواژهها | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Keywords: Cluster analysis؛ Pepper؛ Fruit weight | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Clustering Different Greenhouse Pepper Varieties Based on Some Morphological and Fruit Yield
Maryam Golabadi1,2*, Abdol-Reza Eghtedari1,2, Hamed Gholami2, Mojtaba Mahdavi2 1. Department of Agronomy and Plant Breeding, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran 2. Plant Improvement and Seed Production Research Center, Isfahan, Iran.
* Corresponding author email: golabadim@gmail.com Received: 7 December 2017 Accepted: 18 January 2018
Abstract
Pepper is one of most important vegetables in the world. Pepper has important role in world vegetablecommerce and the worth of its export and import is very high. Selection of better plants is inseparableparts of breeding programs and need a variable population. So assessment of genetic variation is the firststep of breeding programs/ For this purpose, genetic variation of 22 different varieties of greenhousepepper was assayed for days to flowering and fruiting, plant height, peduncle length, single fruit weight, fruit yield and fruit length. Descriptive results showed that there was high variation between varieties forearliness, fruit yield and fruit number. Cluster analysis could group varieties into 5 groups that showedthe highest difference for single fruit weight, fruit yield and plant height. Late ripening varieties showedlow yield, however varieties with high fruit yield showed high fruit number. Therefore, fruit number had more effect on fruit yield in contrast to single fruit weight. Over all varieties in different groups could usein breeding programs with different aims.
Keywords: Cluster analysis, Pepper, Fruit weight
Introduction
Pepper (Capsicum annuum L.) is the world’s most important vegetable after tomato and used as fresh, dried or processed products, as spices or condiments (Crosby, 2008). Pepper has important role in world vegetable commerce, and the worth of its export and import (fresh or dried fruit) is very high. The horticultural and biochemical characteristics are important breeding objective in pepper (Daskalov and Poulos, 1994). Fruit yield, single fruit weight and fruit number per plant are the most important traits in pepper breeding programs. The color type and intensity, fruit uniformity, fruit flavor and quality, fruit shape, size and pericarp thickness and shelf life are also known as other important traits for goals of pepper improvement (Bosland, 1993; Pruthi, 2003). The other objectives of pepper genetic breeding are characteristics such as abiotic stresses (drought, salinity, flooding …) (Singh, 2007). Fruit characters such as fruit color also are important in deletion abnormal plants as selection criteria (Rakita and McCormack, 2005). Germplasm can be used for plant improvement and also used for determination of phylogenetic relationship and biological and biochemical aspects in pepper (Kang and kole, 2013). Pepper breeders are interested in improving new high fruit yield varieties with other desirable traits. Estimates of the genetic diversity of these traits can assist the design of breeding programs for new varieties. The use of reliable multivariate statistical algorithms such as cluster analysis is an important strategy for classification of germplasm and analysis of genetic relationships among breeding materials (Mohammadi & Prasanna, 2003). Ravindran et al. (1997) reported that forty-four cultivars and seven wild black pepper (Piper nigrum) accessions (51 Operational Taxonomic Units) based on 22 characters grouped in 11 clusters. Among these, four groups had one cultivar, four had two cultivars, one had four cultivars, one had seven cultivars and one had 28 cultivars each. Therefore, the objective of this study was to classify different pepper varieties based on variable characteristics and to introduce them for breeding goals.
Material and methods
This research was carried in agricultural research greenhouse of Islamic Azad University of Isfahan (Khorasgan) Branch during 2015-2016 crop seasons. The seeds of 22 greenhouse pepper cultivars (listed in table 1) were obtained from agricultural inputs sales centers for this trial. The nursery was watered thoroughly seed germination to facilitate seedling establishment. Manures and fertilizers were applied as per recommended dose to the roots to enhance active root formation and shoot growth. Before sowing cultural practices such as mold board plowing to a 25 cm depth, disking, and land leveling were also applied. Seeds were sown on November, 2015 in separate plots. The seedling emerged 8-13 days after sowing. Frothy five days old seedlings were transplanted in lines 0.9 – 1.1 m apart and 0.6-0.7 m between plants, two stem per plant. From all of cultivars, eight plants per three replications were cultivated (Occhiuto et al., 2014). Water was applied to the crops using a drip irrigation system. All nutrients were used in combination with irrigation water (fertirrigation according to the needs of the plants at different stages of growth. Pests in the greenhouse included white flies and trips were controlled using appropriate pesticides. Data recording on single plant were carried out according to International Plant Genetic Resources institute (IPGRI) descriptor (IPGRI, 1995). The variable traits included fruit length (cm), plant height (cm), days to flowering, days to fruiting, single plant yield (g) and single fruit weight (g) and peduncle length (cm), were measured. During growth stages, mean daily and nightly temperatures of greenhouse were 27.5 and 18.5 ° C respectively as well as mean relative humidity was %60. The heating and cooling system were hot air and evaporation types respectively in greenhouse.
Results and discussion
The various evaluated characteristics in cultivars including fruit length (cm), plant height (cm), days to flowering, days to fruiting, single plant yield (g) and single fruit weight (g) are shown in Table 1. Some descriptive statistical parameters of the studied traits for all cultivars are also given in Table 2. This results showed that Ca-301 and Ca-302 were the earliest and latest flowering varieties respectively. Ca-301 took the shortest period to fruiting, while Car-48 was the late among the varieties. The highest plant yield was observed in Ca-3010 and the lowest value of this trait was found in Car-48 (Table 1). Ca-3010 had the highest fruit yield, however some characteristics such as fruit length and single fruit weight was not high, which suggested the high fruit yield in this cultivar may considerably due to the high value of fruit number per plant. On the other hand, Car-48 had the lowest fruit yield, also had the highest value of days to flowering and fruiting, thus this variety scored as the late maturing cultivar with the shortest fruiting duration. The highest mean value of fruit weight was recorded by Oli-4 and the minimum by Ca-nas (Table 1). The highest plant height was obtained by Oli-4 and the least plant height was recorded by Ca-301. A-270 and Oli-4 had the highest and the lowest value of peduncle length, respectively. In the case of fruit length, Ca-302 had the highest and Ca.Cs had the lowest amount of this trait. Results of descriptive analysis (Table 2) indicated that single fruit weight followed by days to fruiting had the highest rate of standard deviation. This gives us an opportunity to use these quantitative traits to create useful subsets of diverse cultivars for further characterization and breeding works on commercial and agronomic importance traits. Cluster analysis is very useful in revealing complex relationships among diverse genotypes in a more simplified manner and it is also effective inindicating genetic matters with useful traits belonging to different clusters for breeding goals (Se-Jong et al., 2012). The 22 pepper varieties were grouped in to five groups with 5, 3, 8, 3 and 3 genotypes, respectively (Figure 1). Comparing cluster means with studied traits revealed considerable variation among different clusters. In this analysis, the first group had five varieties (Table 3). Fruiting occurred later in these cultivars compared to others. They had the highest single fruit weight and fruit length, while fruit yield had the lowest amount in this group. This negative relation might be due to lower number of fruit which is caused by shorter fruiting duration. Nkansah et al. (2017) reported a highly significant negative relationship between fruit yield (tons/ha) and fruit length of sweet pepper.
Table 1. Values of evaluated traits in studied pepper varieties
Considering these results, it can be stated that earlier cultivars had longer period for fruiting compared to others, so their fruit yield also increased. In contrast, the average value of cultivars in fourth cluster for fruit yield was higher than the total means of all varieties. However, genotypes in this group were in the lowest rate with respect to plant height, so the increasing in fruit yield, may be due to a higher number of fruit which might, in turn, be due to a lower internode length in these cultivars. This cluster consisted of Ca-302, Ca-3010- and Ca-nas. The third cluster had the highest number of genotypes having a high value of plant fruit weight after cluster 4. Fruit weight in these two groups had significant difference. Overall, the results of this research showed that the evaluated cultivars had the enough diversity for using in further pepper breeding programs.
Table 2. Some descriptive parameters of studied varieties
Figure 1.Cluster diagram of 22 pepper cultivars based on evaluated traits using ward method (the number of varieties are based on table 1)
Table 3. Mean comparison between groups based on cluster analysis in primary parents
Means followed by the same letter was not significantly different at 0.05 level using LSD test. **: F-test significant at P<0.01
References
Bosland PW. 1993. Breeding for quality in Capsicum. Capsicum Eggplant News l. 12: 25–31. Crosby KM. 2008. Pepper. In: Nuez F., Prohens J. Vegetables II, Fabaceae, Liliaceae, Solanaceae, and Umbelliferae. Springer. Kang BC, Kole C. 2013. Genetics, Genomics and Breeding of Peppers and Eggplants. CRC Press Tylor & Francis Group. 180 pp Mohammadi SA and Prasanna BM .2003. Analysis of genetic diversity in crop plants- Salient statistical tools and considerations. Crop Sci., 43: 1234-1248. IPGRI, AVRDC and CATIE. 1995. Descriptors for Capsicum (Capsicum spp.). International Plant Genetic Resources Institute, Rome, Italy; the Asian Vegetable Research and Development Center, Taipei, Taiwan, and the Centro Agronómico Tropical de Investigación y Enseñanza, Turrialba, Costa Rica. ISBN 92-9043-216-0 Nkansah GO, Norman JC and Martey A. 2017. Growth, Yield and Consumer Acceptance of Sweet Pepper (Capsicum annuum L.) as Influenced by Open Field and Greenhouse Production Systems. Journal of Horticulture, 4:211-216. Occhiuto PN, Peralta, IE, Asprelli PD, Galmarini, CR. 2014. Characterization of Capsicum Germplasm Collected in Northwestern Argentina Based on Morphological and Quality Traits. AgriScientia, 31,63-73. Pruthi JS. 2003. Chemistry and quality control of Capsicum and Capsicum products. In: De, AK [eds] Capsicum: The Genus Capsicum. Taylor & Francis Inc, New York, USA pp 25–70. Rakita C, McCormack J. 2005. Pepper Seed Production, An organic seed production manual for seed growers in the Mid-Atlantic and South. www.savingourseeds.org Ravindran PN, Balakrishnan R, Nirmal Babu k. 1997. Morphometrical studies on black pepper (Piper nigrum L.). I. cluster analysis of black pepper cultivars. Journal of Species and Aromatic Crops. 6(1): 9-20 Se-Jong OH, Song JY, Lee J, Lee GA, KoHC. 2012. Evaluation of genetic diversity of red pepper landraces (Capsicum annuumL.) from Bulgaria using SRR markers. Korean Journal of International Agriculture.;24(5):547-556. Singh RJ. 2007. Genetic Resources, Chromosome Engineering and Crop Improvement, Vegetable Crops. CRC Press, Taylor and Francis group, Boca Raton, London, New York.
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