Capsicum annuum L. is the extensively cultivated species of peppers (chilies) in all over the world. Its fruits are used for spiciness (capsaicin) and color (capsanthin) in our daily foods. Pakistan is the leading chili consuming country. Genetic divergence among 25 accessions (local and exotic) collected from Ayub Agriculture Research Institute (AARI) Faisalabad, Pakistanwas estimated from the data collected during the year 2014 in the Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan for different morphological and growth parameters viz fruit width, fruit length, peduncle length, number of primary branches, inter nodal length, plant height, seed index, 1000 seed weight, fresh and dry fruit weight, pericarp thickness, leaf area and seeds per fruit. Based on this characterization the plants were grouped into 5 clusters and diversity among accessions was indicated by the wide range of D2 values whereas phenotypic correlation for all the characters was found significant. Five components were selected as principle components with Eigen values > 1. These components exhibited 77.2% of the variation. The first principal component (PC I) explained 27.2% of total variation in original data, second component (PC II) explained 18.9%, and third principal component (PC III) explained 12.5% of variation. The other principal components (PC IV and PC V explained an additional 18.6% of the variation (a total 77.2% of explained variation. Accessions with distinct identity were marked, which are likely to be quite suitable for breeding through hybridization by combining desirable traits. High estimates of broad sense heritability (90%) for all the characters except peduncle length predicted that selection could be awarding in late segregating generations and above accessions could be utilized in hybridization programme for C. annuum crop improvement.
Genetic Variability, Heritability for Late leaf Spot tolerance and Productivi...IOSR Journals
This document summarizes a study on genetic variability, heritability, and traits related to late leaf spot tolerance and productivity in a recombinant inbred line population of groundnut. The study evaluated 106 recombinant inbred lines plus parental lines. High genetic variation was observed for traits related to late leaf spot score, yield, and other components. High heritability and genetic advance were found for traits like late leaf spot score, 100-seed weight, and haulm weight per plant, indicating these are controlled by additive genes and good for selection. Several lines were identified with improved late leaf spot tolerance, early maturity, yield, and other traits.
Genetic Variability, Heritability and Genetic Advance of Kabuli Chickpea (Cic...Premier Publishers
The present study was carried out to assess the extent of genetic variability among yield and yield related traits in selected kabuli chickpea genotypes. Forty-nine kabuli chickpea genotypes were studied for thirteen traits at Debre Zeit and Akaki using 7x7 simple lattice design in 2018 cropping season. Combined analysis of variance revealed that there was a significant difference among genotypes for all traits studied, indicating the presence of considerable amount of variability among genotypes. High Phenotypic coefficients of variation and moderate genotypic coefficients of variation value were shown for number of pods per plant and number of seeds per plant, respectively, indicating the possibility of genetic improvement in selection of these traits. High broad sense heritability coupled with high genetic advance were obtained for hundred-seed weight (91.88 and 23.81), number of pods per plant (68.07 and 28.13), number of secondary branches (80.92 and 27.80), number of seeds per plant (67.86 and 31.840), grain yield (62.33 and 24.42) and harvest index (75.70 and 28.17), respectively. This indicates that these characters could be improved easily through selection.
Out Crossing, Heterozygosis and Inbreeding with Environments Interaction in R...paperpublications3
Abstract:The progenies of five sorghum heterozygous populations’ cycles were tested under main and off-season on two different environments irrigated and rainfall conditions for their outcrossing, heterozygosity and inbreeding coefficient using SSR markers,the marker combinations were optimized according to their fragment size. Multi-locus outcrossing rate (tm) and average single-locus (ts) outcrossing rates were estimated using the MLTR software, and TFPGA computer program. The outcrossing rate effected directly by the temperature and relative humidity (RH) during the initial flowering period, which the low temperature with high RH under main season is revealed positive increased in outcrossing than off-season. Progenies outcrossing rate revealed same trend with main population outcrossing and the same trend was observed heterozygosity with decreased in inbreeding coefficient. Higher levels in outcrossing rate and heterozygosity was detected under rainfall environment in two based population progenies, but in three advanced population cycles the outcrossing rate was higher under irrigated than rainfed environment. Inbreeding coefficient revealed negative relation with outcrossing rate and heterozygosity in different population’s progenies.
Keyword:environment, recurrent selection, outcrossing, sorghum, progenies.
Study on Genetic Variability, Heritability, Genetic Advance and Correlation a...IJEABJ
The present investigation entitled “Studies on genetic variability in tomato (Solanum lycopersicum L.)” was carried out at the UCOA, vegetable research farm, Guru Kashi University, Talwandi Sabo, Bathinda during rabi 2015-16 to evaluate tomato genotypes. The experiment was laid out in CRD with three replications. Total 20 genotypes including check cultivar were evaluated for horticultural Traits contributing yield and quality (suitable for processing) .There is a wide variability in different genotypes in tomato. Traits i.e. Number of primary branches per plant, Days to first fruit harvest, Plant height (cm),number of fruits per cluster, number fruits per plant, average fruit weight (gm), equatorial diameter of fruit (cm), polar diameter of fruit (cm), number of locules per fruit, pericarp thickness (mm), fruit pH, Fruit TSS (0brix), days to last fruit harvest and average yield per plant (kg) were studied during the investigation Analysis of variance showed significant differences among genotypes for all the characters under study during the investigation. High Phenotypic and Genotypic coefficient of variation were detected for characters like number of fruits per plant, number of locules per fruit, pericarp thickness and average yield per plant. High heritability coupled with genetic gain were recorded for number of fruits per plant, average fruit weight, number of locules per fruit and average yield per plant. Therefore these characters also show some scope for improvement through selection. A highly significant and positive phenotypic and genotypic correlation were found in number of fruits per cluster, plant height, number of fruits per plant and average fruit weight.
Genetic Divergence Studies for Quantative and Quality Traits in Tomato (Solan...IJEAB
The present experiment was carried out during spring-summer 2013 and 2014 to study genetic diversity for quantitative and quality traits in tomato at vegetable Experimental Farm, Division of Vegetable Science & Floriculture, Sher-e-Kashmir University of Agricultural Sciences and Technology, Chatha. The 25 genotypes were grouped into six clusters based on D2 values, which exhibited no association between geographical and genetic diversity. The cluster VI was the largest containing 9 genotypes followed by cluster I, II and IV containing four genotypes each. However, the cluster III (Lehar & US-3383) and cluster V (DVRT-2 & Marglobe) had minimum number of genotypes i.e two in each cluster. The intra-cluster distance was recorded maximum for cluster III (3.69) consisting of 2 genotypes namely Lehar & US-3383. Whereas, cluster IV, V, VI had lowest intra cluster distance i.e 0.00. The maximum distance at inter-cluster level was between cluster II and cluster VI (11.48) followed by clusters III and VI (9.83) indicating that the genotypes in these groups can be used for heterosis and recombinant breeding programme which may serve as potential genotypes for hybridization programme. Cluster mean analysis (Table 4) showed that cluster I was earliest to flowering (29.07 days); days to first marketable fruit picking (70.15) and maximum number of fruits per plant (27.73); cluster II showed maximum performance for number of locules per fruit (3.77); betacarotene (5.13mg) and minimum incidence of fruit borer (18.64%); cluster III showed maximum plant height (123.20 cm) and minimum intensity of early blight (27.27%); cluster IV recorded maximum fruit diameter (5.17cm) and average fruit weight (81.33 g); cluster V recorded maximum marketable fruit yield (3.73 kg/plot) and total fruit yield (5.27 kg/plot), pericarp thickness (6.75 mm), pH (4.43) and minimum number of seeds per fruit (62.45); cluster VI gave maximum fruit length (6.91cm), total soluble solids (4.340B), lycopene (3.85mg) and ascorbic acid (26.07mg).
Weed species composition and distribution pattern in the maize crop under the...Shujaul Mulk Khan
Weeds are unwanted plant species growing in ordinary environment. In nature there are a total of 8000 weed species out of which 250 are important for agriculture world. The present study was carried out on weed species composition and distribution pattern with special reference to edaphic factor and farming practices in maize crop of District Mardan during the months of August and September, 2014. Quadrates methods were used to assess weed species distribution in relation to edaphic factor and farming practices. Phytosociological attributes such as frequency, relative frequency, density, relative density and Importance Values were measured by placing 9 quadrates (1 × 1 m2) randomly in each field. Initial results showed that the study area has 29 diverse weed species belonging to 27 genera and 15 families distributed in 585 quadrats. Presence and absence data sheet of 29 weed species and 65 fields were analyzed through PC-ORD version 5. Cluster and Two Way Cluster Analyses initiated four different weed communities with significant indicator species and with respect to underlying environmental variables using data attribute plots. Canonical Correspondence Analyses (CCA) of CANOCO software version 4.5 was used to assess the environmental gradients of weed species. It is concluded that among all the edaphic factors the strongest variables were higher concentration of potassium, organic matter and sandy nature of soil. CCA plots of both weed species and sampled fields based on questionnaire data concluded the farming practices such as application of fertilizers, irrigation and chemical spray were the main factors in determination of weed communities.
Out Crossing, Heterozygosis and Inbreeding with Environments Interaction in R...paperpublications3
Abstract:The progenies of five sorghum heterozygous populations’ cycles were tested under main and off-season on two different environments irrigated and rainfall conditions for their outcrossing, heterozygosity and inbreeding coefficient using SSR markers,the marker combinations were optimized according to their fragment size. Multi-locus outcrossing rate (tm) and average single-locus (ts) outcrossing rates were estimated using the MLTR software, and TFPGA computer program. The outcrossing rate effected directly by the temperature and relative humidity (RH) during the initial flowering period, which the low temperature with high RH under main season is revealed positive increased in outcrossing than off-season. Progenies outcrossing rate revealed same trend with main population outcrossing and the same trend was observed heterozygosity with decreased in inbreeding coefficient. Higher levels in outcrossing rate and heterozygosity was detected under rainfall environment in two based population progenies, but in three advanced population cycles the outcrossing rate was higher under irrigated than rainfed environment. Inbreeding coefficient revealed negative relation with outcrossing rate and heterozygosity in different population’s progenies.
This study evaluated the effects of different nutrient sources on the growth, yield and soil properties related to cauliflower production. Four treatments were tested: biofertilizers, vermicompost, farmyard manure (FYM), and a mixture. The treatments significantly affected plant height, biomass and leaf length. Plots with biofertilizers and FYM yielded the highest at 25.22 and 25.14 tons/ha respectively. Treatments also had residual effects on soil phosphorus and potassium levels. Correlation analysis found yield was positively correlated with biomass, curd weight, depth, diameter and leaf length. Principal component analysis identified plant traits contributing most to variation. Cluster analysis grouped treatments, with F
Genetic Variability, Heritability for Late leaf Spot tolerance and Productivi...IOSR Journals
This document summarizes a study on genetic variability, heritability, and traits related to late leaf spot tolerance and productivity in a recombinant inbred line population of groundnut. The study evaluated 106 recombinant inbred lines plus parental lines. High genetic variation was observed for traits related to late leaf spot score, yield, and other components. High heritability and genetic advance were found for traits like late leaf spot score, 100-seed weight, and haulm weight per plant, indicating these are controlled by additive genes and good for selection. Several lines were identified with improved late leaf spot tolerance, early maturity, yield, and other traits.
Genetic Variability, Heritability and Genetic Advance of Kabuli Chickpea (Cic...Premier Publishers
The present study was carried out to assess the extent of genetic variability among yield and yield related traits in selected kabuli chickpea genotypes. Forty-nine kabuli chickpea genotypes were studied for thirteen traits at Debre Zeit and Akaki using 7x7 simple lattice design in 2018 cropping season. Combined analysis of variance revealed that there was a significant difference among genotypes for all traits studied, indicating the presence of considerable amount of variability among genotypes. High Phenotypic coefficients of variation and moderate genotypic coefficients of variation value were shown for number of pods per plant and number of seeds per plant, respectively, indicating the possibility of genetic improvement in selection of these traits. High broad sense heritability coupled with high genetic advance were obtained for hundred-seed weight (91.88 and 23.81), number of pods per plant (68.07 and 28.13), number of secondary branches (80.92 and 27.80), number of seeds per plant (67.86 and 31.840), grain yield (62.33 and 24.42) and harvest index (75.70 and 28.17), respectively. This indicates that these characters could be improved easily through selection.
Out Crossing, Heterozygosis and Inbreeding with Environments Interaction in R...paperpublications3
Abstract:The progenies of five sorghum heterozygous populations’ cycles were tested under main and off-season on two different environments irrigated and rainfall conditions for their outcrossing, heterozygosity and inbreeding coefficient using SSR markers,the marker combinations were optimized according to their fragment size. Multi-locus outcrossing rate (tm) and average single-locus (ts) outcrossing rates were estimated using the MLTR software, and TFPGA computer program. The outcrossing rate effected directly by the temperature and relative humidity (RH) during the initial flowering period, which the low temperature with high RH under main season is revealed positive increased in outcrossing than off-season. Progenies outcrossing rate revealed same trend with main population outcrossing and the same trend was observed heterozygosity with decreased in inbreeding coefficient. Higher levels in outcrossing rate and heterozygosity was detected under rainfall environment in two based population progenies, but in three advanced population cycles the outcrossing rate was higher under irrigated than rainfed environment. Inbreeding coefficient revealed negative relation with outcrossing rate and heterozygosity in different population’s progenies.
Keyword:environment, recurrent selection, outcrossing, sorghum, progenies.
Study on Genetic Variability, Heritability, Genetic Advance and Correlation a...IJEABJ
The present investigation entitled “Studies on genetic variability in tomato (Solanum lycopersicum L.)” was carried out at the UCOA, vegetable research farm, Guru Kashi University, Talwandi Sabo, Bathinda during rabi 2015-16 to evaluate tomato genotypes. The experiment was laid out in CRD with three replications. Total 20 genotypes including check cultivar were evaluated for horticultural Traits contributing yield and quality (suitable for processing) .There is a wide variability in different genotypes in tomato. Traits i.e. Number of primary branches per plant, Days to first fruit harvest, Plant height (cm),number of fruits per cluster, number fruits per plant, average fruit weight (gm), equatorial diameter of fruit (cm), polar diameter of fruit (cm), number of locules per fruit, pericarp thickness (mm), fruit pH, Fruit TSS (0brix), days to last fruit harvest and average yield per plant (kg) were studied during the investigation Analysis of variance showed significant differences among genotypes for all the characters under study during the investigation. High Phenotypic and Genotypic coefficient of variation were detected for characters like number of fruits per plant, number of locules per fruit, pericarp thickness and average yield per plant. High heritability coupled with genetic gain were recorded for number of fruits per plant, average fruit weight, number of locules per fruit and average yield per plant. Therefore these characters also show some scope for improvement through selection. A highly significant and positive phenotypic and genotypic correlation were found in number of fruits per cluster, plant height, number of fruits per plant and average fruit weight.
Genetic Divergence Studies for Quantative and Quality Traits in Tomato (Solan...IJEAB
The present experiment was carried out during spring-summer 2013 and 2014 to study genetic diversity for quantitative and quality traits in tomato at vegetable Experimental Farm, Division of Vegetable Science & Floriculture, Sher-e-Kashmir University of Agricultural Sciences and Technology, Chatha. The 25 genotypes were grouped into six clusters based on D2 values, which exhibited no association between geographical and genetic diversity. The cluster VI was the largest containing 9 genotypes followed by cluster I, II and IV containing four genotypes each. However, the cluster III (Lehar & US-3383) and cluster V (DVRT-2 & Marglobe) had minimum number of genotypes i.e two in each cluster. The intra-cluster distance was recorded maximum for cluster III (3.69) consisting of 2 genotypes namely Lehar & US-3383. Whereas, cluster IV, V, VI had lowest intra cluster distance i.e 0.00. The maximum distance at inter-cluster level was between cluster II and cluster VI (11.48) followed by clusters III and VI (9.83) indicating that the genotypes in these groups can be used for heterosis and recombinant breeding programme which may serve as potential genotypes for hybridization programme. Cluster mean analysis (Table 4) showed that cluster I was earliest to flowering (29.07 days); days to first marketable fruit picking (70.15) and maximum number of fruits per plant (27.73); cluster II showed maximum performance for number of locules per fruit (3.77); betacarotene (5.13mg) and minimum incidence of fruit borer (18.64%); cluster III showed maximum plant height (123.20 cm) and minimum intensity of early blight (27.27%); cluster IV recorded maximum fruit diameter (5.17cm) and average fruit weight (81.33 g); cluster V recorded maximum marketable fruit yield (3.73 kg/plot) and total fruit yield (5.27 kg/plot), pericarp thickness (6.75 mm), pH (4.43) and minimum number of seeds per fruit (62.45); cluster VI gave maximum fruit length (6.91cm), total soluble solids (4.340B), lycopene (3.85mg) and ascorbic acid (26.07mg).
Weed species composition and distribution pattern in the maize crop under the...Shujaul Mulk Khan
Weeds are unwanted plant species growing in ordinary environment. In nature there are a total of 8000 weed species out of which 250 are important for agriculture world. The present study was carried out on weed species composition and distribution pattern with special reference to edaphic factor and farming practices in maize crop of District Mardan during the months of August and September, 2014. Quadrates methods were used to assess weed species distribution in relation to edaphic factor and farming practices. Phytosociological attributes such as frequency, relative frequency, density, relative density and Importance Values were measured by placing 9 quadrates (1 × 1 m2) randomly in each field. Initial results showed that the study area has 29 diverse weed species belonging to 27 genera and 15 families distributed in 585 quadrats. Presence and absence data sheet of 29 weed species and 65 fields were analyzed through PC-ORD version 5. Cluster and Two Way Cluster Analyses initiated four different weed communities with significant indicator species and with respect to underlying environmental variables using data attribute plots. Canonical Correspondence Analyses (CCA) of CANOCO software version 4.5 was used to assess the environmental gradients of weed species. It is concluded that among all the edaphic factors the strongest variables were higher concentration of potassium, organic matter and sandy nature of soil. CCA plots of both weed species and sampled fields based on questionnaire data concluded the farming practices such as application of fertilizers, irrigation and chemical spray were the main factors in determination of weed communities.
Out Crossing, Heterozygosis and Inbreeding with Environments Interaction in R...paperpublications3
Abstract:The progenies of five sorghum heterozygous populations’ cycles were tested under main and off-season on two different environments irrigated and rainfall conditions for their outcrossing, heterozygosity and inbreeding coefficient using SSR markers,the marker combinations were optimized according to their fragment size. Multi-locus outcrossing rate (tm) and average single-locus (ts) outcrossing rates were estimated using the MLTR software, and TFPGA computer program. The outcrossing rate effected directly by the temperature and relative humidity (RH) during the initial flowering period, which the low temperature with high RH under main season is revealed positive increased in outcrossing than off-season. Progenies outcrossing rate revealed same trend with main population outcrossing and the same trend was observed heterozygosity with decreased in inbreeding coefficient. Higher levels in outcrossing rate and heterozygosity was detected under rainfall environment in two based population progenies, but in three advanced population cycles the outcrossing rate was higher under irrigated than rainfed environment. Inbreeding coefficient revealed negative relation with outcrossing rate and heterozygosity in different population’s progenies.
This study evaluated the effects of different nutrient sources on the growth, yield and soil properties related to cauliflower production. Four treatments were tested: biofertilizers, vermicompost, farmyard manure (FYM), and a mixture. The treatments significantly affected plant height, biomass and leaf length. Plots with biofertilizers and FYM yielded the highest at 25.22 and 25.14 tons/ha respectively. Treatments also had residual effects on soil phosphorus and potassium levels. Correlation analysis found yield was positively correlated with biomass, curd weight, depth, diameter and leaf length. Principal component analysis identified plant traits contributing most to variation. Cluster analysis grouped treatments, with F
Comparative potential on yield and its related characters in fine riceInnspub Net
This study evaluated 20 fine rice cultivars for yield and yield-related traits. Analysis of variance showed significant genetic variability for all measured characters. The cultivar Ranjit produced the highest yield of 4.96 t/ha. Two cultivars, Kalozira and Kalosoru, showed the highest aroma contents of 35% and 30%, respectively. Based on both high yield and aroma content, Kalozira was identified as the best aromatic rice cultivar for potential commercial cultivation and use in future breeding programs.
This document provides details about a proposed study on genetic variability and diversity in okra. The study will analyze 30 okra genotypes to determine genetic variability, heritability, genetic advance, correlation and path coefficients between yield and other traits. It will also assess genetic divergence among genotypes. The study aims to identify diverse parents for hybridization and develop superior genotypes. It will be conducted in 2021 at the Research Farm of Chaudhary Charan Singh Haryana Agricultural University, Hisar, India using a randomized block design. Observations will be recorded for 12 traits related to plant growth, flowering, fruit characteristics and yield.
Response of commercial rice germplasm on agronomic traitAlexander Decker
This document analyzes the response of five commercial rice varieties to seed contaminants. Purity tests found the Basmati Super variety had the highest germination rate of 96% and least contaminants, while KSK-133 and KS-282 had higher levels of impurities and lower germination rates. Most varieties showed similar shoot growth, while IR-06 was more stunted. KSK-133 exhibited the longest roots. Analysis found the presence of fungi like Aspergillus, Penicillium and Fusarium associated with the seeds, indicating potential risks to food safety if not properly stored.
Assessment of Genetic Diversity in 13 Local Banana (Musa Spp.) Cultivars Usin...paperpublications3
Abstract: A Study was conducted to investigate the genetic variability among 13 local banana cultivars using 3 SSR primers of Mb1-69, Mb1-113 and Mb1-134. All the primer pairs amplified a total of 29 different marker bands with an average of 9.6 bands per primer. Among the 29 bands only 4 bands were monomorphic and the rest 25 bands were polymorphic. The sizes of the amplified DNA bands in 13 local banana cultivars varied from 200 bp to 600 bp. The primer Mb1-113 amplified the highest (14) number of DNA bands and the primer Mb1-69 amplified the lowest (7) number of DNA bands whilst primer Mb1-134 amplified 8 DNA bands. The values of pair-wise genetic distances ranged from 1.00 to 9.00 indicating the presence of wide genetic diversity. The dendogram constructed based on phylogenetic relationship analysis revealed that the highest genetic diversity (9.00) found between the cultivars champa and jawayta and also the cultivars champa and jahazy whilst the lowest (1.00) between the cultivars doubled haploid and kathaly, doubled haploid and sorishafruity, doubled haploid and amritsagor and doubled haploid and ganasundory. The UPGMA dendogram has segregated the 13 local banana cultivars into two major clusters. Agnishwar and champa formed in cluster 1 and the rest of the cultivars like sobri jesore, sobri, anazy, kathaly, jawayta, sorishafruity, amritsagor, jahazy, bangle, ganasundory and doubled haploid have constituted the cluster 2.
STUDY OF MORPHOLOGICAL AND YIELD ATRIBUTING CHARACTERS IN INDIGENOUS RICE (OR...Vipin Pandey
The present study was carried out to study ninety four rice accessions, along with checks, on the basis of sixteen
qualitative and twenty quantitative characters. Analysis of variance for quantitative characters showed differences for
different characters. High coefficient of variation in the entire genotypes was observed for grain yield per plant (27.4 %),
number of effective tillers per plant (22.37 %), test weight (21.14 %) and kernel length breadth ratio (20.59 %).
Correlation analysis revealed positive and highly significant correlation of total number of filled grains per panicle, total
number of grains per panicle, plant height and number of effective tiller per plant; harvest index, test weight, flag leaf
length and days to maturity had positive highly significant correlation with grain yield per plant. Principal Component
Analysis revealed, out of 20, only seven principal components (PCs) exhibited more than 1.00 eigen value, and showed
about 77.42 % variability among the traits studied. So, these 7 PCs were given due importance for further explanation.
Component matrix revealed that the PC1 was mostly related to quality characters while PC2, PC3, PC4, PC5, PC6 and
PC7 mostly associated with yield related traits. Cluster analysis performed by UPGMA method using Euclidean distance
as dissimilarity measure divided the 97 genotypes of rice into ten clusters. The cluster III constituted of 48 genotypes,
forming the largest cluster followed by cluster VI (22 genotypes), cluster V (10 genotypes), cluster II (5 genotypes) and
cluster VIII (4 genotypes), cluster I, IV and VII (two genotypes each), cluster IX and X had (only one genotypes each).
Quality analysis performed for 97 rice genotypes revealed wide range of genetic variability for most of the quality traits.
Genetic Divergence Studies in Black Gram (Vigna Mungo (L.) Hepper)ijtsrd
The experiment was conducted during 2017-2018 to estimate the genetic divergence, using 120 black gram genotypes for nine quantitative characters. Among the nineteen clusters, cluster I had maximum number of genotypes (62) followed by the cluster III (16 genotypes), cluster XIV (11 genotypes), cluster (9 genotypes). Clusters XV and XVII (4 genotypes) and cluster XVIII (2 genotypes). The clusters viz., II, IV, V, VI, VII, VIII, IX, X, XII, XIII, XVI and XIX had one genotype each. The cluster XVII exhibited the maximum intra cluster distance. The maximum inter cluster distance was recorded between cluster XIX and IV. The maximum genetic divergence per cent was contributed by the trait number of clusters per plant. The cluster II and VI had the lowest mean value for days to 50% flowering and the cluster VII had the highest mean value for the trait and number of pods per plant. L. Priya | M. Arumugam Pillai | D. Shoba | N. Aananthi"Genetic Divergence Studies in Black Gram (Vigna Mungo (L.) Hepper)" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd16958.pdf http://www.ijtsrd.com/biological-science/allied-sciences/16958/genetic-divergence-studies-in-black-gram-vigna-mungo-l-hepper/l-priya
Screeningof potato germplasm against Black Scruf and its Management
Shahid siddique B.sc (hons) Major plant pathalogy Report
03008998805
ssiddique560@gmail.com
This document summarizes a study that evaluated 20 potato varieties for resistance to black scurf disease caused by Rhizoctonia solani under field conditions. The varieties showed a range of responses, with FD 76-78 found to be resistant, 9 varieties moderately resistant, 7 varieties moderately susceptible, 2 varieties susceptible, and 1 variety highly susceptible. The disease reduces potato yield and quality. Managing the disease primarily involves using resistant varieties.
1. The study evaluated the effects of different soilless media (border soil, soil+sand mix, soil+peat mix, sand+peat mix) on growth, yield, and quality of cucumber plants.
2. The soil+peat mix resulted in maximum plant height, stem thickness, leaf area, and fruit quality compared to other media.
3. The results provide insights for improving cucumber cultivation practices and agricultural sustainability by identifying optimal soilless media.
INDICATOR SPECIES ANALYSES OF WEED COMMUNITIES OF MAIZE CROP IN DISTRICT MARD...Shujaul Mulk Khan
Weeds are unwanted plant species growing in natural environment. Composition and abundance of weeds are influenced by number of environmental variables as well as farming practices in an ecosystem. Present study was formulated to measure the effect of environmental variables on weed species composition, abundance, distribution pattern and formation of various weeds communities in Union Council Shahbaz Ghari (total area 3956 ha, Agriculture land 1701 ha), District Mardan. Quantitative ecological techniques by adapting quadrat method were used to assess environmental variability and weed species distribution in the targeted region. Nine quadrats of 1×1 m2 size were placed randomly in 65 different fields of the UC. Phytosociological attributes such as density, frequency, relative density, relative frequency and Importance Values were measured for each field. Preliminary results showed that UC Shahbaz Ghari has 29 different weed species belong to 15 different families. Presence absence (1,0) data of 29 species and 65 fields were analyzed using Cluster and Two Way Cluster Analysesvia PC-ORD version 5 resulting four major weed communities. Dominant weed species of the area are Cyperus rotundus, Urochloa panicoides, Brachiaria ramosa, Dactyloctenium aegyptium, Commelina benghalensis and Canvolvulus arvensis while Cannabis sativa, Ipomea purpurea, Amaranthus blitoides, Xanthium strumarium, Lactuca dissecta and Cucurbita maxima are rare weed species. Indicator Species Analyses (ISA) of data identified indicators of each sort of micro environmental condition. Based on our findings, it is recommended that awareness can be created among farmers especially about their farming practices to minimize noxious weeds of maize crop
Key words: Cluster analyses, indicator species analyses, maize, PC-ORD, weeds and Weed communities.
Isolation, identification of antagonistic rhizobacterial strains obtained fro...Shazia Shahzaman
Plant growth promoting rhizobacteria (PGPR), are associated with roots, found in the rhizosphere and can directly or indirectly enhance the plant growth. In this study soil was collected from rhizosphere of chickpea fields of different areas of Rawalpindi division of Pakistan. PGPR were isolated, screened and characterized. Eight isolates of rhizobacteria (RHA, RPG, RFJ, RC, RTR, RT and RK) were isolated from Rawalpindi division and were characterized. The antagonistic activity of these PGPR isolates against root infecting fungi (Fusarium oxysporum and Verticillium spp.,) was done and production of indole acetic acid (IAA), siderophore and P-solubilization was evaluated. The isolates RHA, RPG, RFJ, RC, RRD and RT were found to be positive in producing siderophore, IAA and P-solubilization. Furthermore, most of the isolates showed antifungal activity against Fusarium oxysporum, and Verticillium spp. The rhizobacterial isolates RHA, RPG, RFJ, RC, RRD, RTR, RT and RK were used as bio-inoculants that might be beneficial for chickpea cultivation as the rhizobacterial isolates possessed the plant growth promoting characters i.e. siderophore, IAA production, phosphate solubilization. In in vitro tests, Pseudomonas sp. and Bacillus spp. inhibited the mycelial growth of the fungal root pathogens. The isolates (RHA and RPG) also significantly increased (60-70%) seed germination, shoot length, root length of the chickpea. The incidence of fungi was reduced by the colonization of RHA and RPG which enhanced the seedling vigor index and seed germination. The observations revealed that isolates RHA and RPG is quite effective to reduce the fungal root infection in greenhouse, and also increases seed yields significantly. These rhizobacterial isolates appear to be efficient yield increasing as well as effective biocontrol agent against fungal root pathogen.
Genetic Variability, Heritability And Genetic Advance For Vegetable Yield And...Premier Publishers
The present study was carried out to estimate the genetic variability for vegetable yield and yield-related traits among Ethiopian kale accessions. The experiment was carried out using 7x7 simple lattice design at Debre zeit Agricultural Research Center during 2017 main cropping season. The analysis of variance revealed highly significant differences (p<0.01) among accessions for all traits except days to second leaf picking. High genotypic coefficient of variation and phenotypic coefficient of variation were estimated for the number of leaves per plant, fresh leaf weight, dry leaf matter content, fresh biomass and leaf yield. High broad sense heritability coupled with high Genetic advance as the percent of mean were obtained for the number of leaves per plant, fresh leaf weight, dry leaf matter content, leaf width, leaf petiole length, leaf petiole thickness, fresh biomass and leaf yield. It can be concluded that variation generated for these traits is mainly due to genetic and moderate role of environmental factors and these were the most important for selection criteria in developing high yielding Ethiopian kale accession. In general, the present study revealed the presence of variability among accession for most studied traits.
The document reviews several studies on eggplant/aubergine variability, heritability, genetic diversity, and performance. One study identified high heritability and genetic advance for fruit and shoot borer infestation, branches, and yield in four interspecific crosses. Another found genetic variation among Ralstonia solanacearum strains isolated from eggplants in the Philippines. A third noted high phenotypic and genotypic variation for traits like fruit length and weight, indicating potential for selection-based improvement.
Evaluation of Genetic Variability and Genetic Advance to Qualitative and Quan...iosrjce
In order to obtain superior varieties of bean that contain high antioxidant content and high yield, a
crossbred between local parent varieties (Mantili, Gilik Ijo and Gogo Kuning) by the introduction varieties
(Purple Queen and Cherooke Sun). Evaluation and selection are the main activities that must be done after
obtaining high variability initial population. Objectives of the research were to evaluate genetic variability and
genetic advance, as well as to select the expected lines of purple pod common beans and high yield in F3 and
F4 populations. From the previous research, 42 expected lines have been selected that based on pedigree
selection method, and result of the evaluation showed that 42 lines, which were tested in F3 population, have
high genetic variability on qualitative characters (growth type, pod color, pod shape, and the pod texture),
therefore, further selection is required to obtain the homogenous lines qualitatively. Results of the selection on
F3 population showed 13 expected lines and after being tested, they showed variability of growth type, pod
color, pod shape, and texture of the pod, despite uniform lines have been found qualitatively. On qualitatively
uniform lines, a selection may be done in order to obtain high yield lines. On characters of numbers of pod and
weight of pod per plant, they had moderate variability, high expected genetic advance and heritability, so that
selection on those characters can still be done. Results of the selection on F4 population showed some
qualitatively homogenous expected lines and they can be used as further breeding materials, such as PQGK1.1 and PQGI 169.1.
Conversion of crop waste in to pink oyster mushroom pleurotus eous.Dr. siddhant
This study evaluated 10 locally available crop wastes for their suitability as substrates for growing the pink oyster mushroom Pleurotus eous. The time required for spawn running, pinhead initiation and fruit body maturation was shortest on paddy straw and it produced the highest yield (330g) and biological efficiency (66%). Paddy straw was found to be a better substrate than the control wheat straw for cultivating P. eous mushrooms based on yield and growth parameters. The study demonstrated that agricultural waste materials can be effectively utilized for mushroom cultivation.
Criteria for the Selection of Vegetable Growth-Promoting Bacteria to be appli...Agriculture Journal IJOEAR
In order to define which are the most important criteria for the selection of plant Growth-Promoting bacterial strains of the Hibiscus sabdariffa L. crop (Roselle), bacterial strains isolated from the roots of Roselle plants of two varieties (Creole and Spider) were used, collected in the community of Río de los Peces, municipality of Candelaria Loxicha, Oaxaca and seeds of the same varieties. To characterize the varieties, the following were determined: total germination percentage (TGP), germination speed (GS), the root length(RL), the stem length (SL), the dry root biomass (DRB), the dry stem biomass (DSB) and the chlorophyll content (CC). Three types of LED lamps were used to illuminate the seedlings. The seeds inoculated with cells of six selected bacterial strains were grown in a greenhouse to determine: the stem length (SL) at 3, 45 and 65 days after sowing (das). The treatments were distributed under a completely random design and comparison of means (Tukey, p = 0.05). The TGP, DSB and DRB parameters were not useful in the selection process of the strains that promoted plant growth to a greater degree. The GS and SL to be considered safe criteria or not, what is important is the relationship of what happens at the time of germination and development of the seedlings in the laboratory and greenhouse. The SL of the plants in the greenhouse showed differences between strains, but not regarding the control and also only observed in the first days of development (3 das). The CC did not prove to be a good selection criterion either. The lamp composed of 15% white light, 27% blue light and 58% red light was the one that most promoted root growth.
This document summarizes research evaluating 10 chili pepper (Capsicum annuum L.) accessions for morphological and yield characteristics. The accessions were evaluated for 35 qualitative traits and 11 quantitative traits. Wide variation was found among the accessions for important fruit and seed yield characteristics. Certain accessions performed best or worst for traits like plant height, leaf size, fruit weight and number of locules/seeds that influence yield. The study found significant genetic diversity among the accessions for breeding programs to improve chili pepper varieties.
Water sources and management practices among the household residents of Baran...Open Access Research Paper
The purpose of this study is to determine the water sources and management practices among the household residents of Barangay Labuyo, Tangub City, Misamis Occidental. A total of 204 household respondents were randomly interviewed using a survey questionnaire. Data on water management practices were measured using a 5-point Likert scale. One-way ANOVA and Pearson correlation were further used to determine the differences and relationships between demographic profiles and management practices. Results show that pipe water supply from the main source (68%) was the primary water source used among household residents. In terms of sex, females often practice water management on the water sources with a weighted mean of 3.42. While respondents with age 68 years and older exhibit a higher degree (weighted mean=3.63) of involvement in water conservation measures. And respondents with college degree have applied their in-depth comprehension and knowledge on water conservation with a weighted mean of 3.48. The study also revealed a significant difference in the management practices between two sexes, among all ages and levels of educational attainment with p values <0.05. The association between demographic profiles with management practices further presents a significant relationship. Generally, the demographic profile (sex, age, and educational attainment) has a weak positive relationship towards management practices with values, r = 0.26, p = 0.00021; r = 0.34, p = <0.05; and r = 0.26, p = 0.00014, respectively. Thus, results suggest the need for enhancing community awareness on sustainable water source management and putting it into practice consequently reducing inadequacy of water supply in the area.
The modification of an existing product or the formulation of a new product to fill a newly identified market niche or customer need are both examples of product development. This study generally developed and conducted the formulation of aramang baked products enriched with malunggay conducted by the researchers. Specifically, it answered the acceptability level in terms of taste, texture, flavor, odor, and color also the overall acceptability of enriched aramang baked products. The study used the frequency distribution for evaluators to determine the acceptability of enriched aramang baked products enriched with malunggay. As per sensory evaluation conducted by the researchers, it was proven that aramang baked products enriched with malunggay was acceptable in terms of Odor, Taste, Flavor, Color, and Texture. Based on the results of sensory evaluation of enriched aramang baked products proven that three (3) treatments were all highly acceptable in terms of variable Odor, Taste, Flavor, Color and Textures conducted by the researchers.
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Assessment of Genetic Diversity in 13 Local Banana (Musa Spp.) Cultivars Usin...paperpublications3
Abstract: A Study was conducted to investigate the genetic variability among 13 local banana cultivars using 3 SSR primers of Mb1-69, Mb1-113 and Mb1-134. All the primer pairs amplified a total of 29 different marker bands with an average of 9.6 bands per primer. Among the 29 bands only 4 bands were monomorphic and the rest 25 bands were polymorphic. The sizes of the amplified DNA bands in 13 local banana cultivars varied from 200 bp to 600 bp. The primer Mb1-113 amplified the highest (14) number of DNA bands and the primer Mb1-69 amplified the lowest (7) number of DNA bands whilst primer Mb1-134 amplified 8 DNA bands. The values of pair-wise genetic distances ranged from 1.00 to 9.00 indicating the presence of wide genetic diversity. The dendogram constructed based on phylogenetic relationship analysis revealed that the highest genetic diversity (9.00) found between the cultivars champa and jawayta and also the cultivars champa and jahazy whilst the lowest (1.00) between the cultivars doubled haploid and kathaly, doubled haploid and sorishafruity, doubled haploid and amritsagor and doubled haploid and ganasundory. The UPGMA dendogram has segregated the 13 local banana cultivars into two major clusters. Agnishwar and champa formed in cluster 1 and the rest of the cultivars like sobri jesore, sobri, anazy, kathaly, jawayta, sorishafruity, amritsagor, jahazy, bangle, ganasundory and doubled haploid have constituted the cluster 2.
STUDY OF MORPHOLOGICAL AND YIELD ATRIBUTING CHARACTERS IN INDIGENOUS RICE (OR...Vipin Pandey
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Genetic Divergence Studies in Black Gram (Vigna Mungo (L.) Hepper)ijtsrd
The experiment was conducted during 2017-2018 to estimate the genetic divergence, using 120 black gram genotypes for nine quantitative characters. Among the nineteen clusters, cluster I had maximum number of genotypes (62) followed by the cluster III (16 genotypes), cluster XIV (11 genotypes), cluster (9 genotypes). Clusters XV and XVII (4 genotypes) and cluster XVIII (2 genotypes). The clusters viz., II, IV, V, VI, VII, VIII, IX, X, XII, XIII, XVI and XIX had one genotype each. The cluster XVII exhibited the maximum intra cluster distance. The maximum inter cluster distance was recorded between cluster XIX and IV. The maximum genetic divergence per cent was contributed by the trait number of clusters per plant. The cluster II and VI had the lowest mean value for days to 50% flowering and the cluster VII had the highest mean value for the trait and number of pods per plant. L. Priya | M. Arumugam Pillai | D. Shoba | N. Aananthi"Genetic Divergence Studies in Black Gram (Vigna Mungo (L.) Hepper)" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd16958.pdf http://www.ijtsrd.com/biological-science/allied-sciences/16958/genetic-divergence-studies-in-black-gram-vigna-mungo-l-hepper/l-priya
Screeningof potato germplasm against Black Scruf and its Management
Shahid siddique B.sc (hons) Major plant pathalogy Report
03008998805
ssiddique560@gmail.com
This document summarizes a study that evaluated 20 potato varieties for resistance to black scurf disease caused by Rhizoctonia solani under field conditions. The varieties showed a range of responses, with FD 76-78 found to be resistant, 9 varieties moderately resistant, 7 varieties moderately susceptible, 2 varieties susceptible, and 1 variety highly susceptible. The disease reduces potato yield and quality. Managing the disease primarily involves using resistant varieties.
1. The study evaluated the effects of different soilless media (border soil, soil+sand mix, soil+peat mix, sand+peat mix) on growth, yield, and quality of cucumber plants.
2. The soil+peat mix resulted in maximum plant height, stem thickness, leaf area, and fruit quality compared to other media.
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Key words: Cluster analyses, indicator species analyses, maize, PC-ORD, weeds and Weed communities.
Isolation, identification of antagonistic rhizobacterial strains obtained fro...Shazia Shahzaman
Plant growth promoting rhizobacteria (PGPR), are associated with roots, found in the rhizosphere and can directly or indirectly enhance the plant growth. In this study soil was collected from rhizosphere of chickpea fields of different areas of Rawalpindi division of Pakistan. PGPR were isolated, screened and characterized. Eight isolates of rhizobacteria (RHA, RPG, RFJ, RC, RTR, RT and RK) were isolated from Rawalpindi division and were characterized. The antagonistic activity of these PGPR isolates against root infecting fungi (Fusarium oxysporum and Verticillium spp.,) was done and production of indole acetic acid (IAA), siderophore and P-solubilization was evaluated. The isolates RHA, RPG, RFJ, RC, RRD and RT were found to be positive in producing siderophore, IAA and P-solubilization. Furthermore, most of the isolates showed antifungal activity against Fusarium oxysporum, and Verticillium spp. The rhizobacterial isolates RHA, RPG, RFJ, RC, RRD, RTR, RT and RK were used as bio-inoculants that might be beneficial for chickpea cultivation as the rhizobacterial isolates possessed the plant growth promoting characters i.e. siderophore, IAA production, phosphate solubilization. In in vitro tests, Pseudomonas sp. and Bacillus spp. inhibited the mycelial growth of the fungal root pathogens. The isolates (RHA and RPG) also significantly increased (60-70%) seed germination, shoot length, root length of the chickpea. The incidence of fungi was reduced by the colonization of RHA and RPG which enhanced the seedling vigor index and seed germination. The observations revealed that isolates RHA and RPG is quite effective to reduce the fungal root infection in greenhouse, and also increases seed yields significantly. These rhizobacterial isolates appear to be efficient yield increasing as well as effective biocontrol agent against fungal root pathogen.
Genetic Variability, Heritability And Genetic Advance For Vegetable Yield And...Premier Publishers
The present study was carried out to estimate the genetic variability for vegetable yield and yield-related traits among Ethiopian kale accessions. The experiment was carried out using 7x7 simple lattice design at Debre zeit Agricultural Research Center during 2017 main cropping season. The analysis of variance revealed highly significant differences (p<0.01) among accessions for all traits except days to second leaf picking. High genotypic coefficient of variation and phenotypic coefficient of variation were estimated for the number of leaves per plant, fresh leaf weight, dry leaf matter content, fresh biomass and leaf yield. High broad sense heritability coupled with high Genetic advance as the percent of mean were obtained for the number of leaves per plant, fresh leaf weight, dry leaf matter content, leaf width, leaf petiole length, leaf petiole thickness, fresh biomass and leaf yield. It can be concluded that variation generated for these traits is mainly due to genetic and moderate role of environmental factors and these were the most important for selection criteria in developing high yielding Ethiopian kale accession. In general, the present study revealed the presence of variability among accession for most studied traits.
The document reviews several studies on eggplant/aubergine variability, heritability, genetic diversity, and performance. One study identified high heritability and genetic advance for fruit and shoot borer infestation, branches, and yield in four interspecific crosses. Another found genetic variation among Ralstonia solanacearum strains isolated from eggplants in the Philippines. A third noted high phenotypic and genotypic variation for traits like fruit length and weight, indicating potential for selection-based improvement.
Evaluation of Genetic Variability and Genetic Advance to Qualitative and Quan...iosrjce
In order to obtain superior varieties of bean that contain high antioxidant content and high yield, a
crossbred between local parent varieties (Mantili, Gilik Ijo and Gogo Kuning) by the introduction varieties
(Purple Queen and Cherooke Sun). Evaluation and selection are the main activities that must be done after
obtaining high variability initial population. Objectives of the research were to evaluate genetic variability and
genetic advance, as well as to select the expected lines of purple pod common beans and high yield in F3 and
F4 populations. From the previous research, 42 expected lines have been selected that based on pedigree
selection method, and result of the evaluation showed that 42 lines, which were tested in F3 population, have
high genetic variability on qualitative characters (growth type, pod color, pod shape, and the pod texture),
therefore, further selection is required to obtain the homogenous lines qualitatively. Results of the selection on
F3 population showed 13 expected lines and after being tested, they showed variability of growth type, pod
color, pod shape, and texture of the pod, despite uniform lines have been found qualitatively. On qualitatively
uniform lines, a selection may be done in order to obtain high yield lines. On characters of numbers of pod and
weight of pod per plant, they had moderate variability, high expected genetic advance and heritability, so that
selection on those characters can still be done. Results of the selection on F4 population showed some
qualitatively homogenous expected lines and they can be used as further breeding materials, such as PQGK1.1 and PQGI 169.1.
Conversion of crop waste in to pink oyster mushroom pleurotus eous.Dr. siddhant
This study evaluated 10 locally available crop wastes for their suitability as substrates for growing the pink oyster mushroom Pleurotus eous. The time required for spawn running, pinhead initiation and fruit body maturation was shortest on paddy straw and it produced the highest yield (330g) and biological efficiency (66%). Paddy straw was found to be a better substrate than the control wheat straw for cultivating P. eous mushrooms based on yield and growth parameters. The study demonstrated that agricultural waste materials can be effectively utilized for mushroom cultivation.
Criteria for the Selection of Vegetable Growth-Promoting Bacteria to be appli...Agriculture Journal IJOEAR
In order to define which are the most important criteria for the selection of plant Growth-Promoting bacterial strains of the Hibiscus sabdariffa L. crop (Roselle), bacterial strains isolated from the roots of Roselle plants of two varieties (Creole and Spider) were used, collected in the community of Río de los Peces, municipality of Candelaria Loxicha, Oaxaca and seeds of the same varieties. To characterize the varieties, the following were determined: total germination percentage (TGP), germination speed (GS), the root length(RL), the stem length (SL), the dry root biomass (DRB), the dry stem biomass (DSB) and the chlorophyll content (CC). Three types of LED lamps were used to illuminate the seedlings. The seeds inoculated with cells of six selected bacterial strains were grown in a greenhouse to determine: the stem length (SL) at 3, 45 and 65 days after sowing (das). The treatments were distributed under a completely random design and comparison of means (Tukey, p = 0.05). The TGP, DSB and DRB parameters were not useful in the selection process of the strains that promoted plant growth to a greater degree. The GS and SL to be considered safe criteria or not, what is important is the relationship of what happens at the time of germination and development of the seedlings in the laboratory and greenhouse. The SL of the plants in the greenhouse showed differences between strains, but not regarding the control and also only observed in the first days of development (3 das). The CC did not prove to be a good selection criterion either. The lamp composed of 15% white light, 27% blue light and 58% red light was the one that most promoted root growth.
This document summarizes research evaluating 10 chili pepper (Capsicum annuum L.) accessions for morphological and yield characteristics. The accessions were evaluated for 35 qualitative traits and 11 quantitative traits. Wide variation was found among the accessions for important fruit and seed yield characteristics. Certain accessions performed best or worst for traits like plant height, leaf size, fruit weight and number of locules/seeds that influence yield. The study found significant genetic diversity among the accessions for breeding programs to improve chili pepper varieties.
Water sources and management practices among the household residents of Baran...Open Access Research Paper
The purpose of this study is to determine the water sources and management practices among the household residents of Barangay Labuyo, Tangub City, Misamis Occidental. A total of 204 household respondents were randomly interviewed using a survey questionnaire. Data on water management practices were measured using a 5-point Likert scale. One-way ANOVA and Pearson correlation were further used to determine the differences and relationships between demographic profiles and management practices. Results show that pipe water supply from the main source (68%) was the primary water source used among household residents. In terms of sex, females often practice water management on the water sources with a weighted mean of 3.42. While respondents with age 68 years and older exhibit a higher degree (weighted mean=3.63) of involvement in water conservation measures. And respondents with college degree have applied their in-depth comprehension and knowledge on water conservation with a weighted mean of 3.48. The study also revealed a significant difference in the management practices between two sexes, among all ages and levels of educational attainment with p values <0.05. The association between demographic profiles with management practices further presents a significant relationship. Generally, the demographic profile (sex, age, and educational attainment) has a weak positive relationship towards management practices with values, r = 0.26, p = 0.00021; r = 0.34, p = <0.05; and r = 0.26, p = 0.00014, respectively. Thus, results suggest the need for enhancing community awareness on sustainable water source management and putting it into practice consequently reducing inadequacy of water supply in the area.
The modification of an existing product or the formulation of a new product to fill a newly identified market niche or customer need are both examples of product development. This study generally developed and conducted the formulation of aramang baked products enriched with malunggay conducted by the researchers. Specifically, it answered the acceptability level in terms of taste, texture, flavor, odor, and color also the overall acceptability of enriched aramang baked products. The study used the frequency distribution for evaluators to determine the acceptability of enriched aramang baked products enriched with malunggay. As per sensory evaluation conducted by the researchers, it was proven that aramang baked products enriched with malunggay was acceptable in terms of Odor, Taste, Flavor, Color, and Texture. Based on the results of sensory evaluation of enriched aramang baked products proven that three (3) treatments were all highly acceptable in terms of variable Odor, Taste, Flavor, Color and Textures conducted by the researchers.
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Lessons from operationalizing integrated landscape approaches
Genetic diversity and association analysis for different morphological traits in Capsicum annuum L.
1. Int. J. Biomol. Biomed.
Razzaq et al.
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RESEARCH PAPER OPEN ACCESS
Genetic diversity and association analysis for different morphological
traits in Capsicum annuum L.
Abdul Razzaq1
, Tariq Manzoor Khan1
, Asif Saeed1
, Sohail Kamaran*1,2
, Alam Zeb3
1
Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan
2
Department of Plant, Soil and Microbial Sciences, Michigan state university, US
3
Department of Agronomy, University of Agriculture Peshawar, Pakistan
Key words: Genetic variability, Heritability, Correlation.
Article Published: July 22, 2016
Abstract
Capsicum annuum L. is the extensively cultivated species of peppers (chilies) in all over the world. Its fruits are
used for spiciness (capsaicin) and color (capsanthin) in our daily foods. Pakistan is the leading chili consuming
country. Genetic divergence among 25 accessions (local and exotic) collected from Ayub Agriculture Research
Institute (AARI) Faisalabad, Pakistanwas estimated from the data collected during the year 2014 in the
Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan for different
morphological and growth parameters viz fruit width, fruit length, peduncle length, number of primary branches,
inter nodal length, plant height, seed index, 1000 seed weight, fresh and dry fruit weight, pericarp thickness, leaf
area and seeds per fruit. Based on this characterization the plants were grouped into 5 clusters and diversity
among accessions was indicated by the wide range of D2 values whereas phenotypic correlation for all the
characters was found significant. Five components were selected as principle components with Eigen values > 1.
These components exhibited 77.2% of the variation. The first principal component (PC I) explained 27.2% of total
variation in original data, second component (PC II) explained 18.9%, and third principal component (PC III)
explained 12.5% of variation. The other principal components (PC IV and PC V explained an additional 18.6% of
the variation (a total 77.2% of explained variation. Accessions with distinct identity were marked, which are likely
to be quite suitable for breeding through hybridization by combining desirable traits. High estimates of broad
sense heritability (90%) for all the characters except peduncle length predicted that selection could be awarding
in late segregating generations and above accessions could be utilized in hybridization programme for C. annuum
crop improvement.
*Corresponding Author: Sohail Kamaran sohailkamransial@gmail.com
International Journal of Biomolecules and Biomedicine (IJBB)
ISSN: 2221-1063 (Print), 2222-503X (Online)
http://www.innspub.net
Vol. 5, No. 1, p. 20-28, 2016
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Razzaq et al.
21
Introduction
Pepper (Capsicum spp.) is a complex of species
originating from the inter-tropical America. The
Capsicum genus belongs to the Solanaceae family and
includes 27 recognized species (Baral and Bosland,
2002). Hot pepper are grown and used for vegetable,
spice, condiment, paste, pickle and medicinal
purpose. Capsicum (pepper) constitutes the most
important spice is grown all over the world except in
colder regions. Peppers with greater pungency are
cultivated in tropical states; viz. Pakistan, India,
China, Nigeria, Malaysia, Japan and Turkey. Total
world green pepper production is 7 to 8 million tones
and 2 to 3 million tons in dry form. It is a good source
of ascorbic acid, vitamin A, E and chili oleoresin.
Chilies are popular for the abundant content of
vitamin C (Ascorbic acid) larger than other vegetables
and fruits (Durust et al., 1997; Osunagarcia et al.,
1998).
Pepper was familiarized to Europe by Columbus in
15th century and expanded to rest of the globe. Pepper
(Capsicum annuum L.) is the second biggest product
in the international trade after black pepper (Piper
nigrum L.) (Anonymous, 2012). The genus capsicum
is often cross pollinated crop and natural cross
pollination may go up to 50% depending upon the
extent of style exertion, time of dehiscence of anthers,
wind direction and insect population (Murthy and
Murthy, 1962 and Hosmani, 1993). The pungency of
chilies is due to capsaicin which is an alkaloid present
in placenta of chili fruit (Reddy and Lokesh, 1992;
Kogurea et al., 2002; Bhattacharya et al., 2010).
Capsicum annum L. is broadly cultivated species due
to variable in shape, size, color, pungency and texture
(Russo and Biles, 2004). In Pakistan the area under
chilies has reduced from 84.5 to 74.8 thousand
hectares but production has increased from 174.6 to
188.9 thousand tones (Govt. of Pakistan, 2013). Sindh
is the major pepper growing province with mean area
of 55.3 thousand hectares and production of 122.9
thousand tons (Khokhar, 2010). Chilies are
substantial vegetable crop of tropical, subtropical and
temperate climate of the world (Hazra et al., 2011).
A wide range of variability has been reported in the
pepper crop (Sreelathakumary and Rajamony, 2004).
Genetic difference is basic requirement for real
selection within population and population arising
out of hybridization. Genetic resources play an
important role for desirable traits improvement.
Genetic differences help to select the better parents
for breeding program (Singh and Choudry, 1985). The
importance of genetic diversity in the crop
improvement has been studied in both self and cross
pollinated crops (Griffing and Lindstrom, 1954;
Murthy and Anand, 1966; Gaur et al., 1978).
Genetic diversity is an importance tool to know about
desirable genes within the germplasm (Tomooka,
1991). For most cultivated species, the loss of genetic
variability started as soon as the domestication
process, and may have been worsened with migration
events from original to secondary diversification sites
depending on the history of plant species exploitation
(Tang et al., 2010).Multivariate analysis is used for
the assessment of degree of variability and
contribution of various characters to total variability
in self-pollinated crops (Das and Gupta, 1984;
Natarajan et al., 1988; Golakia and Maken, 1992;
Sindhu et al., 1992). Yatung et al (2014) assessed the
genetic variability of thirty hot pepper entries
observed abundant diversity for different
morphological characters. Cluster analysis grouped
thirty accessions into six clusters, highest number of
genotypes were present in cluster three (14) and
lowest in cluster four and five. Inter cluster distance
between two and four clusters was maximum (459.8)
and minimum in one and four cluster (36.04).
Maximum intra cluster was found in cluster three
(D2=67.66) and minimum in cluster two (D2=11.19).
Chattopadhyay et al. (2011) observed extreme
variability present among the cultivars/landraces for
shape, size, yield, quality, and other characters
existing in India germplam and concluded 'Chaitali
Pointed' and 'BC CH Sel-4' most promising genotypes
with respect to green fruit yield (272.79 g, 221.10 g
per plant) and dry fruit yield (54.56 g, 44.44 g per
plant). Phenotypic and genotypic Coefficient of
Variation values for green fruit weight (119.95%,
3. Int. J. Biomol. Biomed.
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111.26%), green fruit girth (89.76%, 48.93%), weight
of red ripe fruit (112.02%, 111.93%), weight of dry
fruit (111.63%, 110.97%) and number of fruits per
plant (86.05%, 85.02%). Dutonde et al. (2008)
studied the genetic diversity of forty accessions of hot
pepper through cluster analysis. The genotypes were
grouped into seven clusters, each cluster containing
different accessions of hot pepper. Cluster four and
seven showed highest inter cluster distance
(D2104.98). Cluster two, four and seven was used to
develop high yielding varieties with desirable
characters through crossing among genotypes
belonging to these clusters. Del et al. (2007)
estimated the morphological and phenotypic
variation of both vegetative and reproductive features
of hot pepper (Capsicum annuum L.) by following
Principles Components Analysis (PCA) and analyzed
hierarchical conglomeration (AHC). Ample variability
was found in entries for length of limb, diameter of
the limb, shape and color of leaf, fruit calyx and days
to flowering and fructification. Manju and
Sreelathakumary (2004) grouped 32 accessions of hot
pepper into 6 clusters showing maximum intra cluster
distance in clusters 1 because 21 genotypes were
present in this cluster. Karad et al. (2002) grouped 40
genotype of pepper (indigenous and exotic) into 8
cluster and their D² values ranged 0.1032 to 8.7702.
The maximum inter cluster distance between cluster
II and V was (7.45) and minimum inter cluster
distance was between cluster III and VII (1.15). The
objective the present study was to evaluate the
existing chili germplasm for genetic diversity and
correlation among the plant growth traits because
capsicum is known to have relatively low levels of
genetic diversity. A better understanding of variation
and relationships among possible sources of novel
genes would be valuable because it provides valuable
information for future breeding programs to develop
high yielding varieties.
Materials and methods
Genetic divergence among twenty-five genotypes
(local and exotic) of chilies (Capsicum annuum L.)
was found. The germplasm was collected from Ayub
Agriculture Research Institute (AARI) Faisalabad,
Pakistan. Seeds were sown in peat trays to establish
nursery and at four true leaf stage seedlings were
transplanted in the field keeping 50 cm row-to-row
and 30 cm plant-to-plant distance. Experiment was
performed following randomized complete block
design (RCBD) with two replications. All the plant
protection measures, fertilizers and other
management practices were applied as per package.
At maturity data was collected for different
morphological and yield contributing traits during the
year 2014 in Department of Plant Breeding and
Genetics, University of Agriculture Faisalabad,
Pakistan. Five plants were selected in each replication
that were tagged and the mean data were used for
statistical analysis. Analysis of variance, cluster
analysis based on Tocher’s method using squared
Euclidean distance (Kumar et al., 2012) was
performed using the statistical software Indo-stat and
statistical package for agricultural research (SPAR)
version 2.0 programme. The genetic divergence was
calculated according to Mahalanobis D2 statistics
(1936).
Table 1. Name of genotype and code.
Genotypes code Genotypes name
HP-1 Main levara
HP-2 Main C-9-2012
HP-3 Main UK–1- 2012
HP-4 Main 37-1-2012
HP-5 32-1-2012
HP-6 9-1-2012
HP-7 N-2012
HP-8 I-9 Dolinward
HP-9 C-217
HP-10 S-32-2012
HP-11 Golden prize
HP-12 32-2-2012
HP-13 C-9 -2012
HP-14 C-9 -2012
HP-15 S-5 2012
HP-16 2-29 Ikram1
HP-17 Main 1-26
HP-18 39-1-2012
HP-19 S-120
HP-20 8-35 Ikram 2
HP-21 6-33 Ikram 3
HP-22 4-31 Ikram 4
HP-23 30-3 Ikram -5
HP-24 9-46 Ikram 6
HP-25 5-64-2012
4. Int. J. Biomol. Biomed.
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Statistical Analysis
Five plants per plot were selected and the mean data
points were used for statistical analysis. Analysis of
variance (Steel et al., 1997), cluster analysis based on
Tocher’s method using squared Euclidean distance
(Kumar et al., 2012) was performed using the
statistical software Indo-stat and statistical package
for agricultural research (SPAR) version 2.0
programme. The genetic divergence was calculated
according to Mahalanobis D2 statistics (1936).
Results and discussion
Phenotypic and genotypic variances observed in all the
pepper genotypes for all the characters were significantly
different and all the genotypes showed similar behavior
towards genotypic and phenotypic coefficient of
variation. Heritability estimates of all the characters
observed were high (90%) coupled with high values of
genetic advance indicating the possibility of
improvement through heterosis breeding. Similar
findings were observed in the previous studies (Mini and
Khader, 2004; Nandadevi and Hosamani, 2003; Das
and Maurya, 2004; Rajamony, 2004).
Table 2. Genetic variability, heritability and genetic advance.
Variable VG VP h2bs (%) GCV PCV GA GA%
FW 17.4881 17.5151 99.85 0.350 0.351 8.608 72.100
FL 3.8196 3.8430 99.39 0.234 0.235 4.014 48.084
PL 0.0982 0.1068 91.92 0.171 0.178 0.619 33.705
PB 1.8472 2.3270 79.38 0.243 0.272 2.494 44.523
INL 0.9101 0.9182 99.11 0.148 0.149 1.956 30.394
PH 200.7022 201.7315 99.49 0.212 0.212 29.109 43.511
SI 1.9471 1.9544 99.63 0.316 0.316 2.869 64.918
FRFW 4.9512 4.9531 99.96 0.600 0.600 4.583 123.570
DRFW 0.1273 0.1328 95.87 0.289 0.295 0.720 58.322
PT 0.1679 0.1693 99.19 0.322 0.323 0.841 65.993
LA 84.5479 84.7151 99.80 0.333 0.333 18.922 68.428
SPF 280.9289 282.1204 99.58 0.218 0.219 34.455 44.825
Five components were selected as principle
components with Eigen values > 1. These components
exhibited 77.2% of the variation. The first principal
component (PC 1) explained 27.2% of total variation
in original data, second component (PC 2) explained
18.9%, and third principal component (PC 3)
explained 12.5% of variation. The other principal
components (PC 4 and PC 12) explained an additional
18.6% of the variation (a total 77.2% of explained
variation, Table 2). The %age of variance explained by
the 5 components and the correlation between the PC
and the original morphological characteristics of the
pepper genotypes are shown in Table 2. The 77.2%
total variability obtained in PCA showed a moderate
percentage of variation (Pla, 1986).
Table 3. Eigen values and proportion of variance explained by the 5 principal components with respect to 25
pepper genotypes.
PC Axis
PC 1 PC 2 PC 3 PC 4 PC 5
Eigen value 3.5396 2.4557 1.6268 1.3316 1.0773
Explained proportion of variation (%) 0.272 0.189 0.125 0.102 0.083
Cumulative proportion of variation (%) 0.272 0.461 0.586 0.689 0.772
** PC (Principal component).
5. Int. J. Biomol. Biomed.
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The PC 1 contributed by positive loading of FW, INL,
PH, FRFW, DRFW, PT, and Y, followed by negative
and minor loading of PL, SI and FL, PB, LA and SPF
(Table 2). The PC 2 contributed by positive loading of
FW. The PC 3 contributed by positive loading for SI
and DRFW followed by negative and minor loading of
FW, PL, PB, PT and Y (Table 2). FCSC and FL have
been previously reported as significant contributors
to the main principal component in morphological
characterization of C. annuum for the PC 1
(Latournerie et al., 2002; Castanon-Najera et al.,
2008). It showed that fruit morphological variables
are the principal contributors of the variation in
shape of fruit of C. annuum L. (Pardey et al., 2006;
Moscone et al., 2007; Castanon-Najera et al., 2010).
Data regarding cluster analysis is presented in fig.1.
Based on the D2 value 25 genotypes were grouped
into five clusters. The results showed that Cluster I
comprised of 7 genotypes i.e HP-1, HP-15, HP-8, HP-
24, HP-18, HP-7 and HP-5. Cluster II also comprised
of 7 genotypes i.e. HP-13, HP-23, HP-22, HP-20, HP-
19, HP-21 and HP-25. Cluster III comprised of 3
genotypes i.e. HP-2, HP-9 and HP-14. Cluster IV
comprised of 5 genotypes which are HP-3, HP-12,
HP-16, HP-11 and HP-17. Cluster V comprised of 3
genotypes i.e. HP-4, HP-6 and HP-10. The clustering
pattern showed that genotypes were associated with
each other and geographical distribution for the
formation of cluster in genetic divergence. Similar
findings were also reported by Sreelathakumary
(2004) and Indra et al. (2000).
Fig. 1. Clusters of pepper genotypes.
Table 4. Average inter and intra cluster distances of 25 pepper genotypes.
Cluster I Cluster II Cluster III Cluster IV Cluster V
Cluster I 0.0000 25.3614 26.3753 38.3771 16.0230
Cluster II 25.3614 0.0000 38.4115 59.2612 39.5281
Cluster III 26.3753 38.4115 0.0000 36.0652 36.0656
Cluster IV 38.3771 59.2612 36.0652 0.0000 36.4439
Cluster V 16.0230 39.5281 36.0656 36.4439 0.0000
The data on intra and inter cluster distance have been
presented in table 3. Among the different clusters
maximum inter Cluster distance (59.2612) was
observed in between Cluster II and Cluster IV
followed by 39.5281 in Cluster V and Cluster II.
Minimum inter cluster distance (16.0230) was
observed in Cluster V and Cluster I. Clusters with
large inter cluster distance showed that the genotypes
included in these clusters have the greater diversity
and hence the crossings between the genotypes in
these clusters are expected to give desirable
combinations. The level of variation found in present
genotypes shows high potential for developing pepper
genotypes for different desired morphological traits.
The results are in line with those of Zewedie and
Zeven (1997) who reported variation among hot
pepper accessions.
Fig. 2. Bi-plot distribution of traits.
Biplot results showed that 25 genotypes of chili are
scattered in four quadrants. Each quadrant showed
association of genotypes with different characters.
6. Int. J. Biomol. Biomed.
Razzaq et al.
25
Quadrant 1 showed that HP-12 has strong association
with no. of primary branches and HP-6 correlates
with seed index, HP-10 and HP-7 are strongly
correlated with peduncle length and seed index. In
quadrant 2, HP-3 correlates with fruit length and leaf
area index whereas HP-16, HP-4, HP-2, HP-8 andHP-
19 are correlated with plant height and internodal
distance. Similarly in quadrant 3, HP-15 and HP-23
are strongly correlated with seed per fruit and fruit
weight. Genotypes HP-22 and HP-20 have good
characters like pericarp thickness, dry and fresh fruit
weights whereas genotypesHP-21, HP-24, HP-1, HP-
17, HP-14, HP-18, HP-11 and HP-5 can be excluded as
these have no significance favorable characteristics
for crop improvement program.
Table. 5.Correlation Matrix among 12 Traits of Hot Pepper.
DRFW FL FRFW FW INL LA PB PH PL PT SI
FL 0.0665*
FRFW 0.7499** -0.0277
FW 0.3865* -0.227* 0.6092**
INL 0.1699 0.6353** 0.2232 0.124
LA 0.0283 0.0376* 0.1524 -0.0848* 0.2294
PB -0.0488 -0.0091 -0.0956 -0.1545 -0.0887* 0.1082
PH 0.1909 0.5435** 0.2982 0.138 0.7551** 0.3764 0.2243
PL -0.3262 -0.131 -0.2748 -0.202 0.1097* -0.027 0.2062 -0.2495
PT 0.2802 -0.1861 0.4614 0.7358** 0.2058 0.0547 -0.0671 0.2521 -0.4106
SI 0.1148 0.0664 -0.165 -0.4429* -0.0054 0.0683 -0.2902 -0.1205 0.1192 -0.5246**
SPF 0.0139 -0.0879 0.1299 0.3227 -0.0497 -0.0594-0.3653 0.1759 -0.0584 0.2516 -0.1801
1. FW = Fruit width 6. INL = Inter nodal length 11. LA = Leaf area
2. FL = Fruit Length 7. SI = Seed Index 12. SPF = Seeds per fruit
3. PL = Peduncle Length 8. FRFW = Fresh red fruit weight
4. PH = Plant height 9. DRFW = Dry red fruit weight
5.PB = No. of primary branches 10. PT = Pericarp thickness
Fruit width has significant positive correlation with
dry red fruit weight and highly significant positive
correlation with fresh red fruit weight.Highly
significant correlation was found between fruit length
and dry red fruit weight. Peduncle length has
significant correlation with inter nodal length similar
results were shown in the previous studies (Kumar et
al., 2012 and Sreelathakumary et al., 2002). Number
of primary branches has significant negative
correlation with intermodal length also found by
Prabhakaran et al., 2004.Inter nodal length have
positive and significant correlation with fruit length
(Choudhury et al., 2004).Plant height has significant
positive correlation with fruit length and inter nodal
length as found by Bhagyalakshmi et al. 1990.Seed
index have positive significant correlation with fruit
width and negative significant correlation with
pericarp thickness (Rathod et al., 2002).
Fresh red fruit weight has highly significant
correlation with dry red fruit weight also found in
previous research (Acharyya et al., 2003). Pericarp
thickness has significant positive correlation with
fresh red fruit weight and fruit width (Devi et al.,
1999). Leaf area has significant correlation with fruit
length and fruit width as concluded by Munshi et al.
2000 and Acharyya et al. 2003.Seed per fruit have
significant negative correlation with PB similar to
Chattopadhyay et al., 2011 findings.
Conclusion
It can be concluded that there is abundant variation
among the genotypes for most of the characters
studied. So, these germplasm may be utilized for
future breeding program. Moreover, selection may be
effective and rewarding based on those characters
having high heritability along with higher genetic
advance indicating additive gene effect.
7. Int. J. Biomol. Biomed.
Razzaq et al.
26
This study may be helpful in selecting superior
genotypes for development of varieties with favorable
traits.
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