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Review Article - International Research Journal of Plant Science ( 2022) Volume 13, Issue 1

Genetic variability and heritability in Ethiopian mustard (Brassica carinata A.Braun)

Takele Mitiku Abdeta*
 
Department of Plant Science, Ethiopian Institute of Agricultural Research, Ambo University, Ethiopia
 
*Corresponding Author:
Takele Mitiku Abdeta, Department of Plant Science, Ethiopian Institute of Agricultural Research, Ambo University, Ethiopia, Email: takelemitku202@gmail.com

Received: 22-Dec-2021, Manuscript No. IRJPS-21-50452; Editor assigned: 23-Dec-2021, Pre QC No. IRJPS-21-50452(PQ); Reviewed: 06-Jan-2022, QC No. IRJPS-21-50452; Revised: 28-Jan-2022, Manuscript No. IRJPS-21-50452(R); Published: 04-Feb-2022, DOI: http:/dx.doi.org/10.14303/irjps.2022.002

Abstract

Ethiopian mustard (Brassica carinata A. braun 2n=34), is a species that is one of the six most economically important species on the planet. It originated in north-eastern Africa, most likely on the Ethiopian plateau, as a natural hybrid between Brassica nigra and Brassica oleracea. Even though, the crop has high economic importance, production is limited by a scarcity of high-yielding early mature types, a high concentration of erucic acid (C22: 1) in seed oil, and a high glucosinolate content in the meal. Mustard is mostly farmed in Ethiopia's Central and Southeastern Plateaus' mid- to high-altitude (1700-2800 m asl) areas, which receive 500-1200 mm of annual rainfall. The oldest amphidiploid is B. napus, which is followed by B. juncea and B. carinata. Ethiopian mustard is an annual, biennial, or perennial crop used in Ethiopia for oilseeds or as a green vegetable. Brassicas are economically important species by supplying vitamins, minerals, trace elements, dietary fiber, protein and oil for human consumption and industrial raw materials, as well as feed and condiments. Interspecific hybridization has increased the Brassica crops gene pool by transferring beneficial features from one species to another. High heritability and high genetic progress suggested additive effects, whereas high heritability and low genetic advance indicated dominance and epistatic effects. In Ethiopian mustard, different variables like the heritability of days to flowering, days to maturity, plant height, and 1000 seed weight is high.

Keywords

Ethiopian mustard, Heritability, Genetic advance, Variability.

Introduction

Ethiopian mustard (Brassica carinata) is an important oil crop that has been grown in Ethiopia as an oilseed and vegetable crop since antiquity. Higher altitudes (2000- 2600m) and more fertile, well-drained soil, which is frequently close to the homestead, are ideal for the crop. One of the six economically important species is Brassica carinata, popularly known as Ethiopian mustard. It evolved naturally as a hybrid between Brassica nigra and Brassica oleracea in north-eastern Africa, most likely on the Ethiopian plateau, where wild forms of B. nigra have co-existed with cultivated forms of B. oleracea since antiquity (Tsunoda, 1980).

Ethiopian mustard, also known as "Gomenzer" in Amharic, is traditionally used to grease bread baking clay pan used for baking the traditional Ethiopian cuisine "enjera," as well as to treat illnesses and stomach upsets and produce special beverages. Arsi, Bale, Gonder, Gojam, Wello, Shewa Sidamo, and Wellega are the most important mustard-growing regions in Ethiopia, with 550,000-750,000 quintals produced in areas ranging from 30,000 to 45,000 hectares in the last five years (CSA 2011/12 - 2015/16). Ethiopian mustard plants' leaves are abundant in vitamin C and K, beta carotene, and cancerfighting antioxidants, while also being mild in bitterness. Vegetable relish can be found in the leaves of immature plants (Nigussie & Becker. 1990). Furthermore, it is used as a break crop in farming systems to produce cereals with similar ecological amplitude, particularly in largescale farms (Oleszek, 1987).

Ethiopian mustard ranks third in overall production and area among highland oilseeds in Ethiopia, after niger seed and linseed (CSA, 2013/2014). At the level of private peasant holdings, its expected area and output are 44041.34 hectares and 62450.266 tons, with an average productivity of 1.418 tons/ha (CSA, 2013/14). Ethiopian mustard thrives in locations with cool, lengthy growing seasons and high rainfall, such as those between 2200 and 2800 meters above sea level. During the growth season, temperatures and rainfall in these places range from 12 to 18°C, while rainfall ranges from 500 to 1200 mm (i.e., June to December). It flourishes in both heavy sandy loam and light clay soils with proper drainage (Getinet et al., 1994).

The Ethiopian mustard's main production limits, according to (EARO, 2000), are a scarcity of high-yielding early mature types, a high concentration of erucic acid (C22: 1) in seed oil, and a high glucosinolate content in the meal. Improvements in seed oil and meal quality to meet Canola quality standards, as well as the development of early maturing cultivars with high yields, are key concerns in Ethiopian mustard breeding programs (Getinet et al., 1994).

Despite the lack of solid statistical data on mustard distribution and production in Ethiopia, with modest yields, the crop has been widely grown in various sections of the country (Tesfaye et al., 2011). This could be because mustard has received little attention from research and development initiatives (Jianchu et al., 2001), and its genetic resources are depleting due to physical and physicochemical factors (Mulualem & Ayenew, 2012). As a result, in recent decades, the country has experienced substantial genetic degeneration. Genetic variety is recognized to be the most important raw resource in every breeding operation (Zemede, 1992; Genet et al., 2005). Determining the level of variety and identifying variants within the gathered species is critical for genetic improvement and crop conservation (Mulualem & Ayenew, 2012).

Evolutionary forces of (mutations, selections, migrations, and random genetic drift) with the impact of man through selection and domestication results in genetic diversity in crop plants (Allard, 1988). Within a taxon, genetic variation is not evenly distributed across the geographic area where it is spreading (Frankel et al., 1995), and populations from afar are expected to accumulate greater genetic diversity than populations in close proximity (Chandel & Joshi, 1983). Detecting and quantifying the degree of dissimilarity among species, subspecies, populations, and elite breeding materials is crucial in plant breeding and population genetics (Rief et al., 2005). As a result, the purpose of this review is to assess Ethiopian mustard genetic variability, heritability, and genetic advancement (Brassica carinata A. Braun).

Literature Review

Origin, domestication and cultivation of mustard

Ethiopian mustard (2n=34) is supposed to have come from the highlands of Ethiopia's plateau, as well as other portions of East Africa and the Mediterranean coast. It was created through chromosomal doubling from a natural cross between B. nigra (BB) (n=8) and B. oleracea (CC) (n=9) (Nagaharu, 1935). It has the genomic constitution BBCC and is largely amphidiploid. Ethiopian mustard ranks third in overall production and area among highland oilseeds in Ethiopia, after niger seed and linseed (CSA, 2013/2014). Ethiopian mustard thrives in locations with a cool, those between 2200 and 2800 meters above sea level, for example, have a long growth season and a lot of rain. It grows well in either a sandy loam or a light clay soil with good drainage (Getinet et al., 1994).

Brassica carinata (n = 17) was created by crossing Brassica oleracea (n = 9) with Brassica nigra (n = 8). Brassica carinata, often known as Ethiopian mustard, evolved naturally in the horn of Africa from a hybrid between Brassica nigra and Brassica oleracea (Nigussie & Becker. 1990). The mustard oil concentration of B. nigra and the slow steady development of B. oleracea distinguish this species. There are no wild varieties of B. carinata, but rudimentary domesticated species are farmed in Ethiopia's highlands and further south into Kenya. This hybrid could have developed as a result of kale land races of B. oleracea crossing with wild or semi-domesticated B. nigra varieties. Kale and carinata thrive in the chilly climates found on the Ethiopian plateau. They are grown in kale gardens by local farmers. This name, which has been translated into a variety of languages and dialects, is widely used in country side where vegetables originating from B. oleracea kinds are grown. Carinata crops are also known as guomin, Abyssinian mustard, or Ethiopian cabbage, and supply leafy vegetables as well as oil sources. Cabbage is a generic name for a variety of cole brassicas that isn't often connected with the elegant heads found on store aisles today. Within the three amphidiploid species, there is a lot of genetic variability (Song et al., 1996). According to genetic variability research, B. napus is the most ancient amphidiploid, followed by B. juncea and B. carinata.

Mustard is mostly farmed in Ethiopia's Central and Southeastern Plateaus' mid- to high-altitude (1700-2800 m asl) areas, which receive 500-1200 mm of annual rainfall. B. carinata evolved as a natural hybrid between B. nigra (BB n=8) and B. oleracea (CC n=9) in Ethiopia's highlands and the surrounding area of East Africa and the Mediterranean coast, followed by chromosome doubling, where both parental species were sympatric (Nagaharu 1935; Mizushima 1980; Shigesaburo-Tsunoda 1980; Hemingway 1995). Although the species has no wild forms (Shigesaburo-Tsunoda, 1980), there are a number of eco-types with distinct morphological and agronomic traits (Abebe et al., 1992). It outperforms B. napus in Ethiopia when it comes to yield, disease resistance, and seed breaking. B. carinata can be a valuable source of genes that are uncommon in other oilseed brassicas, as well as having a higher resistance to semiarid conditions (Knowles et al., 1981; Fereres et al., 1983; Malik 1990). The diversity and eco-geographic pattern of variability should be explored in order to make advantage of such key genes (Bhatt, 1970; Jain and Singh, 1972; Jain et al., 1975; Kjellqvist, 1975; Jain 1977; Arunachalam, 1981).

Despite the absence of comprehensive statistical data on mustard distribution and production in Ethiopia, the crop is widely planted with low yields in many sections of the country (Tesfaye et al., 2011). This could be because mustard has received little attention from research and development initiatives (Jianchu et al., 2001), and its genetic resources are depleting due to physical and physicochemical factors (Tewodros & Biruk, 2012).

Morphology description of Ethiopian mustard

Ethiopian mustard is an annual, biennial, or perennial crop used in Ethiopia for oilseeds or as a green vegetable. Epigeal germination allows the cotyledons to sprout above earth, allowing them to be photosynthetically active and counteracting the negative consequences of a lack of reserve food within the seed. The taproot of B. carinata is long and prolonged, with many laterals that can reach a length of one meter or more. With multiple branches and a short petiole, the stem and leaves are both green and dark green.

The inflorescence of B. carinata is a long raceme that grows at the end of the main stem and branches. The flowers are bright yellow in color, however they can also be orange or creamish white. The fruit is a silique (pl = siliqua), a long, slender pod made composed of two carpels separated by a false septum. The seeds are largely embryonic and small, and the prevailing hues are brown and yellow (Setia, 1980).

Economic importance of Ethiopian mustard

Brassicas are commercially important species that provide human-use oil, industrial raw materials, fodder, and sauces. They are used as fodder and sauces and are grown as leaf and root vegetables (Getinet et al., 1991). Ethiopian mustard is a valuable source of oil and a green vegetable in Ethiopia's mid-altitude and highland regions (1700 to 2800 meters a.s.l). The seed is used for oil extraction, greasing traditional bread baking clay pans (Mitad), treating specific diseases, and preparing beverages at an early stage of development, while the leaf is used as a vegetable, either by thinning or topping (Alemayehu, 2001). After oil extraction, the proteinrich meal can be utilized as a high-protein feed supplement (as long as the glucosinolate content is reduced) or as organic fertilizer (Nigussie & Becker. 1990). In industry, it is used in the tanning of leather, the production of varnishes, the production of diesel fuel, soap, and lighting (Downey, 1971; Bhan, 1979).

Ethiopian mustard is a healthy vegetable that may be used in a variety of dishes. Vitamins, minerals, trace elements, dietary fiber, and protein are all present. It also lends a little of zest and spice to dishes (Zemede, 1992; Genet et al., 2005).

Genetic variability in Ethiopian mustard (Brassica carinata A. Brun)

Genetic diversity arises during evolution as a result of the combination of evolutionary forces (mutations, selection, and random genetic drift) with the influence of man through domestication and selection (Allard, 1988). Genetic diversity, which represents the frequency of different types in a group, is used to measure individual variety (Frankel et al., 1995). It aids in the analysis of cultivar genetic variability, the selection of parental materials for hybridization in order to create new gene recombination, the selection of inbred parents or testers in order to maximize heterotic response, and the identification of materials that should be preserved in order to preserve maximum genetic diversity in germplasm sources.

Populations from far away are predicted to accrue more genetic variety than populations in close proximity (Chandel and Joshi, 1983). The level of genetic variety between parents determines the genetic improvement achieved through hybridization and selection. The D2 statistic is one of the most important biometrical methods for evaluating genetic divergence in a population. The D2 is a genetic divergence metric between genotypes, both within and between clusters. Crosses between genotypes from clusters separated by the greatest generalized distance and exhibiting the most divergence are logical.

By transferring favorable traits from one species to another, interspecific hybridization has enlarged the gene pool of Brassica crops (Allard, 1960; Prakash and Chopra 1998). An interspecific cross between B. carinata and B. rapa (AA, 2n =20) produced a hexaploid hybrid (AABBCC) that was proven to be suitable as a bridge hybrid. By combining the hexaploid hybrid with B. napus, a pentaploid hybrid was created (AABCC). The DNA from this pentaploid hybrid was then used to create a B. napus variant with half of the B. rapa. A genome and half of the B. carinata C genome (Li et al., 2006). Several interspecific crosses involving B. carinata have been conducted, with some of B. carinata's favorable traits being passed to other Brassica species (Choudhary et al., 2000, Rahman 2001; Tonguc and Griffiths, 2004).

Morphological and agronomic features differed across B. carinata accessions. Young stems and leaves had different colors, especially in major leaf vein. Some plants were purple in color, making them stand out against the greenery. The accessions' bolting and blooming periods ranged from 90 to 212 days. Abebe et al. (1992) found that genotypes of B. carinata obtained from different locations of Ethiopia have a wide range of morphological and agronomic features. Furthermore, Alemayehu (2001) investigated 36 genotypes of Ethiopian mustard for agronomically relevant features and discovered a large level of genetic variability.

Different phenotypic features of Ethiopian mustard were described by (Teklehaymanot et al., 2019), leaf apex, leaf color, petiole length, chlorophyll content, principal branch, plant height, and leaf area are all factors to consider. The most common leaf shape was elliptic, although there were also obovate orbicular, ovate, and a variety of shapes. The color of Ethiopian mustard accessions are light green, green, purple green, and deep green. Acute, moderate, rounded, and a variety of leaf apex types were found.

Different traits in Ethiopian mustard, such as date of flowering, maturity, seed yield per plot, oil content, oil yield, number of seed per plant, thousand seed weight, number of primary branches, number of secondary branches, plant height, palmitic, stearic, oleic, linoleic, linolenic, and erucic acid, show a lot of variation, according to the (Nigussie & Becker. 1990; Adefris, 2005) both found differences in fatty acid contents across Ethiopian mustard germplasm accessions.

Heritability in Ethiopian mustard (Brassica carinata A. Brun)

Genetic progress, which expresses the direct link between heredity and response to selection, is a measure of genetic gain under selection (Shukla et al., 2004). For efficient selection, it is vital to understand heritability and genetic advancement (as a percentage of the mean) (Khan et al., 1992; Sarawgi et al., 1997; Choudhary et al., 1999; Pant & Singh, 2001; Mahmood et al., 2003; Akbar et al., 2003). The most effective condition in breeding programs is thought to have high genetic progress combined with high heritability estimates for a certain trait.

Selecting the best people and successfully developing mustard genetics requires a combination of high heritability and strong genetic advancement. High heritability combined with high GAM for secondary branches per plant, number of pods per plant, harvest index, and oil output per plot indicates the presence of additive gene effects for these characteristics. Only the number of seeds per pod, the number of pods per plant, and the length of pod had high GAM values, whereas the number of seeds per pod, the number of pods per plant, and the length of pod all had low GAM values. High heritability in combination with high genetic advance indicated additive gene effects (Khulbe et al., 2000; Ghosh & Gulati, 2001; Akbar et al., 2003; Aytaç & Kinaci, 2009), whereas high heritability in combination with low genetic advance indicated dominance and epistatic effects (Khulbe et al., 2000; Ghosh & Gulati, 2001; Akbar et al (Alemayehu & Becker, 2002).

Selection is more effective in improvement endeavors when heritability is combined with genetic progress (Sheikh et al., 1999; Ghosh & Gulati 2001; Singh et al., 2003). High genetic progress and heritability are crucial selection strategies. Heritability provides information on how qualities are passed down from parents to offspring, which aids in selection (Aytac Z. & colleagues, 2009). Plant breeders can utilize heritability evaluation to forecast genetic development below assortment, allowing them to be optimistic about success from various types and intensities of selection.

Calculates genetic progress for biomass yield per plot based on the number of first branches and seeds per plot. Plant height showed the greatest genetic progress and had the highest heritability, whereas grain filling period and days to maturity showed a similar trend in heritability and genetic advance.

According to Yared S, days to flowering, plant height, 1000- seed weight, and days to maturity exhibit high heritability (2016). Delesa (2006) discovered that variables such days to flowering, days to maturity, plant height, and 1000 seed weight have a high heritability in Ethiopian mustard. Days to blooming, plant height, and 1000-seed weight have all been found to be highly heritable in other brassica species (Robbelen and this, 1980; major and Singh 1996; Becker et al., 1999; De et al., 2000; Ali et al., 2003; Aytac & Kinaki, 2009).

Conclusion and Recommendation

In Ethiopia, there is enough evidence of the existence of several genotypes of Ethiopian mustard to optimize the conservation and utilization of mustard genetic resources, which could have major implications for growers' and consumers' diverse needs in light of future climatic, edaphic, and biotic challenges. Ethiopian mustard has a low grain yield despite its genetic diversity and favorable agro-ecological conditions for production. This is due to a lack of knowledge about the crop, which makes it difficult to improve its genetic make-up through different breeding techniques, as well as a lack of breeding facilities and the use of classical breeding/conventional breeding methods in Ethiopia, which limit Ethiopian mustard's production potential. The crop is used for both fresh consumption and oil production. Because Ethiopia has such a complex agroecology, intercrossing distant mustard varieties can lead to genetic advancement. As a result, selection can easily occur in a variety of genetic variations.

Rather than employing conventional/classical breeding, Ethiopian mustard should be supported by current agricultural research technology such as biotechnology, marker assisted selection of characteristics, molecular markers, genomic mapping, and alternative culture techniques. Farmers and breeders should be well-versed on the importance of crops. It is better if the crop is for oil to create cash income rather than for fresh cooking consumption to make the crop more essential.

References

Abebe D, Dawit T, Getahun M, Debritu B (1992). Ethiopia’s genetic resources of oilseeds. In Proc. 1 National Oilseeds Workshop. Addis Ababa, Ethiopia: Institute of Agricultural Research. 12-17.

Google Scholar

Adefris T (2005). Diversity study based on quality traits and RAPD markers and investigation of heterosis in Ethiopian mustard. Cuvillier Verlag. 161-162.

Google Scholar

Akbar M, Mahmood M, Yaqub M, Anwar M, Ali N, Iqbal (2003). Variability, correlation and path coefficient studies in summer mustard (Brassica juncea L.). Asian J Plant Sci. 2: 696-698.

Indexed at, Google Scholar, Cross Ref

Alemayehu N, Becker H (2002). Genotypic diversity and patterns of variation in a germplasm material of Ethiopian mustard (Brassica carinata A. Braun). Genet Resour. 49: 573-582.

Indexed at, Google Scholar, Cross Ref

Alemayehu N, Becker HC (2001). Variation and inheritance of erucic acid content in Brassica carinata germplasm collections from Ethiopia. Plant Breed. 120: 331-335.

Indexed at, Google Scholar, Cross Ref

Alemayehu N, Becker H, Gebeyehu G (1999). Genetic variabilities in Ethiopian mustard (Brassica carinata Braun) for quality characteristics. In Proc. 26-29.

Google Scholar

Ali N, Javidfar F, Elmira JY, Mirza MY (2003). Relationship among yieldcomponents and selection criteria for yield improvement in winter rapeseed(Brassica napus L.). Pak J Bot. 35: 167-174.

Indexed at, Google Scholar

Allard RW (1961). Principles of plant breeding. Soil Science. 91: 414.

Google Scholar

Allard RW (1988). Genetic changes associated with the evolution of adaptedness in cultivated plants and their wild progenitors. Heredity 79: 225-238.

Indexed at, Google Scholar

Arunachalam V (1981).  Genetic distance in plant breeding. Indian J Genet. 41: 226- 236.

Indexed at, Google Scholar

Asfaw Z (1992). Conservation and use of traditional vegetables in Ethiopia,

Google Scholar

Aytaç Z, Kınacı G (2009). Genetic variability and association studies of some quantitative characters in winter rapeseed (Brassica napus L.). Afr J Biotechnol. 8.

Indexed at, Google Scholar, Cross Ref

Becker HC, Loptien H, Robbelen G (1999). Breeding: An overview. In: Gomez-Campo C (Ed) Biology of Brassica Coeno Species. Amsterdam. 413-460.

Google Scholar

Bhan S (1979). Effect of soil moisture and nitrogen on mustard under Gangetic alluvium of Uttarpradesh. Ind J Agron. 24: 180-186.

Google Scholar

Bhatt GM (1970). Multivariate analysis approach to selection of parents for hybridization aiming at yield improvement in self-pollinated crops. Aust J agric Res. 21: 1-7.

Indexed at, Google Scholar, Cross Ref

Campo C (1999). Biology of Brassica coenospecies. Elsevier.

Indexed at, Google Scholar

Chandel KPS, Joshi BS (1983). Multivariate analysis in green-seeded pea. Indian J Agric Sci. 53: 198-200.

Google Scholar

Choudhary BR, Joshi  SR (2000). Interspecific hybridization between Brassica carinata and Brassica rapa. Plant Breed. 119: 417-420.

Indexed at, Google Scholar, Cross Ref

Dar RA, Sharma JP (2011). Genetic variability studies of yield and quality traits in tomato (Solanum lycopersicum L.). Int j plant breed genet.5: 168-174.

Indexed at, Google Scholar, Cross Ref

De DK, Panjan BN, Gayen P (2000). Influence of nitrogen levels on the expression of genetic variability of quantitative characters in yellow Sarson. Crop Res. 20: 297-303.

Indexed at, Google Scholar

Delesa A (2006). Genetic variability and association among seed yield and yield related traits in ethiopian mustard (Brassica carinata A. Braun). 75-76.

Google Scholar

Doweny RK (1971). Agricultural and genetic potential of Cruciferous oilseed crops. Ame Oil Chem Soc J. 48: 728- 732.

Fereres E, Fernandez J, Minguez I, Dominguez J. (1983). Productivity of Brassica juncea and Brassica carinata in relation to rapeseed Brassica napus. Agronomic studies. 293-298.

Google Scholar

Frankel OH, Brown AHD, Burdon JJ (1995). The Conservation of Plant Biodiversity. Cambridge University Press.

Google Scholar

Genet T, Labuschagne MT, Hugo A (2005). Genetic relationships among Ethiopian Mustard genotypes on oil content and Fatty acid composition. Afri J of Biotech.4:1256-1268.

Indexed at, Google Scholar, Cross Ref

Getinet AG, Rakow JP, Raney RK, Downey (1994). Development of zero erucic acid Ethiopian mustard through an interspecific cross with zero erucic acid oriental mustard. Can J Plant Sci. 74: 793-795.

Indexed at, Google Scholar, Cross Ref

Ghosh SK, Gulati  SC  (2001). Genetic variability and association of yield components in Indian mustard. Crop Res. 21: 345-349.

Google Scholar

Hemingway JS. (1976). Mustards: Brassica spp. and Sinapis alba (Cruciferae). Evolution of Crop Plants. NW Simmonds, ed. 1976: 56-59.

Indexed at, Google Scholar

Jain SK (1977). Genetic Diversity of Weedy Rye Populations in California1. Crop Sci.17: 480-482.

Indexed at, Google Scholar, Cross Ref

Jain SK, Qualset CO, Bhatt GM, Wu KK (1975). Geographical patterns of phenotypic diversity in a world collection of durum wheats1. Crop Sci. 15: 700-704.

Indexed at, Google Scholar, Cross Ref

Jianchu X, Yang Y, Yingdong PW, Ayad G, Eyzaguirre PB (2001). The genetic diversity in taro (Colocasia esculenta Schott-Araceae) in China: An Ethno botanical and genetic approach. Econ Botany. 55: 14-31.

Indexed at, Google Scholar, Cross Ref

Khan AH, Mahmood T, Shah SA (1992). Path coefficient analysis of morphological traits with seed yield in Raya. Pak J Agric  Res 13: 334-337.

Indexed at, Google Scholar

Khulbe RK, Pant DP, Saxena N (2000). Variability, heritability and genetic advance in Indian mustard (Brassica juncea L.). Crop Res. 20: 551-552.

Indexed at, Google Scholar

Kjellqvist E (1975). The regional plan for collection, conservation and evaluation of genetic resources. Crop Genetic Resources for Today and Tomorrow. Cambridge University Press, Cambridge, UK. 1975.

Google Scholar

Li M, Chen X, Meng J (2006). Intersubgenomic heterosis in rapeseed production with a partial new‐typed Brassica napus containing subgenome Ar from B. rapa and Cc from Brassica carinata. Crop Science.46: 234-242.

Indexed at, Google Scholar, Cross Ref

Mahmood T, Ali S, Iqbal M, Anwar (2003). Genetic variability and heritability estimates in Summer Mustard (Brassica juncea L.). Asian J Pl Sci. 2: 77-79.

Indexed at, Google Scholar, Cross Ref

Major S, Singh G (1996). Evaluation of yellow sarson germplasm at mid hills of Sikkim. J Hill Research. 9:112-114.

Google Scholar

Malik RS (1990). Prospects for Brassica carinata as an oilseed crop in India. Expl Agric. 26: 125-129.

Indexed at, Google Scholar, Cross Ref

Mizushima U (1980). Genome analysis in Brassica and allied genera. Brassica crops and wild allies.89-106.

Indexed at, Google Scholar, Cross Ref

Mulualem T, Ayenew B (2012). Correlation and path coefficient analysis of Cassava (Manihot esculenta Crantz) at Jimma, Southwestern, Ethiopia. J Nat Sci Res. 2: 1-7.

Indexed at, Google Scholar

Mulualem T, WeldeMichael G (2013). Study on genotypic variability estimates and interrelationship of agronomic traits for selection of taro (Colocasia esculenta (L.) Schott) in Ethiopia. Sky J Agric Res. 2: 154-158.

Indexed at, Google Scholar

Nagaharu U (1935). Genome analysis in Brassica with special reference to the experimental formation of B. napus and peculiar mode of fertilization. Jpn J Bot. 7:389-452.

Indexed at, Google Scholar

Oleszek W (1987). Allelopathic effects of volatiles from some Cruciferae species on lettuce, barnyard grass and wheat growth. Plant and soil.102: 271-273.

Indexed at, Google Scholar, Cross Ref

Pant SC, Singh P (2001). Genetic variability in Indian mustard. Agric Sci Digest. 21: 28-30.

Indexed at, Google Scholar

Prakash S, Chopra VL (1998). Introgression of resistance to shattering in Brassica napus from Brassica juncea through nonhomologous recombination. Plant Breed. 101: 161-168.

Indexed at, Google Scholar, Cross Ref

Rief JC, Melchinger AE, Frisch M (2005). Genetical and mathematical properties of similarity and dissimilarity coefficients applied in plant breeding and seed bank management. Crop Sci. 45: 1-7.

Indexed at, Google Scholar, Cross Ref

Robbelen G (1980). Biosynthesis of seed oil and breeding for improved oil quality of rapeseed. Brassica Crops and Wild Allies. 253-283.

Indexed at, Google Scholar

Sarawgi AK, Rastogi NK, Soni DK (1997). Correlation and path analysis in rice accessions from Madhya Pradesh. Field Crops Res. 52: 161-167.

Indexed at, Google Scholar, Cross Ref

Setia RC. (1980). Anatomical studies on siliqua wall and seed coat development in Brassica juncea (L.) Czern & Coss. Phytomorphology. 39: 371-377.

Google Scholar

Sheikh FA, Rather AG, Wani SA (1999). Genetic Variability and Inter-Relationship in Toria (Brassica campestris (L.) Var. Toria). Adv Plant Sci.12:139-144.

Google Scholar

Shukla S, Bhargava A, Chatterjee A, Singh SP (2004). Estimates of genetic parameters to determine variability for foliage yield and its different quantitative and qualitative traits in vegetable amaranth (A. tricolor). J Genet Breed. 58: 169-176.

Indexed at, Google Scholar

Singh L, Hadley HH (1972).  Maternal and cytoplasmic effects on seed protein content in soybeans, Glycine max (L.) Merril. Crop Sci. 12: 583-585.

Indexed at, Google Scholar, Cross Ref

Spillane C, Hodgkin T (2001). Broadening the genetic base of crop production.

Indexed at, Google Scholar, Cross Ref

Stebbins GL (1958). The inviability, weakness and sterility of interspecific hybrids. Adv.Genet. 9: 147-215.

Indexed at, Google Scholar, Cross Ref

Teklehaymanot T, Wang H, Liang J, Wu J, Lin R, Zhou Z, Cai X, Wang X (2019). Variation in plant morphology and sinigrin content in Ethiopian MUSTARD (Brassica carinata L.). Horticultural Plant J. 5: 205-212.

Indexed at, Google Scholar, Cross Ref

Tesfaye W, Adugna W, Tsige G. (2011). Genetic Variability and character associations of Ethiopian mustard (Brassica Carinata A. Braun.) genotypes in Northwestern Ethiopia. 7-9.

Google Scholar

Tonguç MU, Griffiths PD (2004). Transfer of powdery mildew resistance from Brassica carinata to Brassica oleracea through embryo rescue. Plant breeding. 123: 587-589.

Indexed at, Google Scholar, Cross Ref

Tsunoda S (1980). Biosynthesis of seed oil and Breeding for improved oil quality of Rapeseed. Tokyo. 253-283

Tsunoda SH. (1980). Eco-physiology of wild and cultivated forms in Brassica and allied genera. Brassica Crops and Wild Allies.109-120.

Indexed at, Google Scholar

Zemede A (1992). Conservation and use of traditional vegetables in Ethiopia. Addis Ababa University, Addis Ababa, Ethiopia.

Google Scholar

Citation: Abdeta TM (2022). Genetic variability and heritability in Ethiopian mustard (Brassica carinata A.braun). IRJPS.13: 002.