scholarly journals Keragaman genetik, fenotip dan heritabilitas beberapa genotip sorghum pada kondisi tumpangsari dan monokultur

Jurnal Agro ◽  
10.15575/4568 ◽  
2019 ◽  
Vol 6 (2) ◽  
pp. 95-109
Author(s):  
Kukuh Setiawan ◽  
Rafika Restiningtias ◽  
Setyo Dwi Utomo ◽  
Ardian Ardian ◽  
M S Hadi ◽  
...  
Keyword(s):  
Selection Criteria ◽  
Block Design ◽  
High Volume ◽  
Broad Sense ◽  
Broad Sense Heritability ◽  
Randomized Block Design ◽  
Need To Evaluate ◽  
High Heritability ◽  
Sorghum Genotypes ◽  
Brix Value

Selain sebagai bahan pangan dan pakan, sorgum berpotensi menghasilkan nira untuk bioethanol. Beragamnya potensi hasil nira, mendorong perlunya evaluasi keragaan berbagai genotip sorgum untuk digunakan sebagai kriteria seleksi. Penelitian ini bertujuan untuk mengevaluasi produksi nira, membandingkan keragaman genetik dan fenotip pada beberapa genotip sorgum, serta menghitung heritabilitas arti luas. Penelitian dilaksanakan di Desa Sukanegara, Kecamatan Tanjung Bintang, Kabupaten Lampung Selatan dari April 2017 sampai Februari 2018.  Rancangan perlakuan disusun secara strip plot dalam Rancangan Acak Kelompok Lengkap dengan tiga ulangan yang digunakan sebagai kelompok.  Kondisi tumpangsari dan monokultur yang digunakan sebagai pembanding disusun secara strip plot. Sebanyak 15 genotip digunakan, yaitu GH 3, GH 4, GH 5, GH 6, GH 7, GH 13, Super 1, Super 2, Samurai 1, UPCA, Numbu, Mandau, Talaga Bodas, P/IWHP, dan P/F 5-193-C. Hasil penelitian menunjukkan bahwa genotip Talaga Bodas mempunyai kandungan nira yang cukup tinggi baik pada kondisi tumpangsari maupun monokultur yang masing-masing sebesar 144,0 ml dan 166,0 ml.  Sementara genotip Super 1 menunjukkan kandungan nira paling tinggi pada kondisi tumpangsari (163,0 ml) dan genotip GH13 menghasilkan volume nira paling tinggi pada sistem monokultur (183,0 ml). Nilai heritabilitas arti luas pada tinggi tanaman, nilai brix, kandungan nira, dan jumlah ruas pada sistem tanam tumpangsari dan monokultur termasuk dalam kriteria tinggi (0,6-0,9). Nilai heritabilitas yang tinggi pada karakter tersebut menunjukkan bahwa faktor genetik lebih berpengaruh sehingga bisa digunakan sebagai kriteria seleksi.ABSTRACT In addition to foodstuffs and feed, sorghum potentially produces “nira” for bioethanol. The varying potency of the nira results, prompting the need to evaluate the performance of various sorghum genotypes for use as selection criteria. The objectives of this study were to evaluate nira production, to compare genetics and phenotype variances of sorghum genotypes, also to calculate broad sense heritability of some sorghum genotypes.  This study was conducted at Desa Sukanegara, Kecamatan Tanjung Bintang, Kabupaten Lampung Selatan from April 2017 to February 2018.  The experiment was designed by stripe plot in completely randomized block design with three replications used as block. The conditions of monoculture and intercropping used as comparison were arranged in stripe plot.  As many as 15 genotypes used in this study i.e. GH 3, GH 4, GH 5, GH 6, GH 7, GH 13, Super 1, Super 2, Samurai 1, UPCA, Numbu, Mandau, Talaga Bodas, P/IWHP, and P/F 5-193-C. The result showed that Talaga Bodas genotype had high volume of nira content under monoculture and intercropping conditions as 144.0 ml and 166.0 ml, respectively. However, Super 1 genotype had high nira content (163.0 ml) under intercropping condition and GH13 genotype had high nira content under monoculture (183.0 ml). Broad sense heritability of plant height, brix value, nira content, and internode number in both intercropping and monoculture conditions was high (0.60 – 0.90).  These high heritability values mean that these characters are influenced by genetics factor and could be used as selection criteria.

scholarly journals DETERMINATION OF SELECTION CRITERIA FOR TOMATO (SOLANUM LYCOPERSICUM L.) YIELD COMPONENT IN THE LOWLAND BASED ON PATH ANALYSIS

2018 ◽  
Vol 3 (1) ◽  
pp. 34-41
Author(s):  
Marlina Mustafa ◽  
Muhamad Syukur ◽  
Surjono Hadi Sutjahjo ◽  
S. Sobir
Keyword(s):  
Path Analysis ◽  
Selection Criteria ◽  
Block Design ◽  
Fruit Weight ◽  
Yield Component ◽  
Relationship Closeness ◽  
Solanum Lycopersicum L ◽  
Randomized Block Design ◽  
High Heritability ◽  
High Production

The shifting of tomatoes cultivation from upland to lowland led to a significant decrease of tomatoes production, particularly on tomatoes varieties which are not able to adapt to lowland. Genotypes selection based on appropriate selection criteria is the most effective method to obtain tomatoes genotypes with high production in the lowland. The aim of this study was to determine appropriate selection criteria in the lowland based on high heritability value, high phenotype and genotype  correlation to production component, and character relationship closeness with production component through path analysis. This study used a randomized block design with three replications. Selection criteria was chosen based on high heritability value, significant correlations in phenotype and genotype and its high direct impact on fruit weight per plant which were the number of fruits per plant and weight per fruit characters 

scholarly journals Nutritional value of sorghum silages

2017 ◽  
Vol 39 (2) ◽  
pp. 137
Author(s):  
Marielly Maria Almeida Moura ◽  
Daniel Ananias de Assis Pires ◽  
Renê Ferreira Costa ◽  
Daniella Cangussú Tolentino ◽  
João Paulo Sampaio Rigueira ◽  
...  
Keyword(s):  
Crude Protein ◽  
Block Design ◽  
Significance Level ◽  
Dry Matter Digestibility ◽  
Randomized Block Design ◽  
Nutritional Characteristics ◽  
High Participation ◽  
Sorghum Genotypes

 This study aimed to evaluate the nutritional characteristics and quality of silages of five sorghum genotypes, namely: Volumax, AG2005E, Qualimax, BRS610 and AG2501. The study was conducted at the Experimental Farm Unimontes, in the municipality of Janaúba, state of Minas Gerais. The treatments were distributed in a randomized block design with four replicates. Data were tested by analysis of variance andmeans were compared by Scott-Knott test at a significance level of 5%. The pH values ranged from 3.93 and 4.10. Genotypes differed in all studied nutritional characteristics (p < 0.05). For the acid detergent fiber, differences were detected between the genotypes, AG2501 (35.66%), Volumax (34.89%), AG2005E (34.53%), Qualimax (32.39%) and BRS610 (33.60%). The high participation of lignin was verifiedin all genotypes except for Volumax (4.14%). All silages were within the recommended range 50-65% for in vitro dry matter digestibility and classified as having good quality, however only the AG2005E genotype met nitrogen requirements for microbial fermentation, with 7.06% crude protein. 

scholarly journals Physiological Characteristics of Trees Recommended for the Phytoremediation of Soils Contaminated with Herbicides

2018 ◽  
Vol 36 (0) ◽  
Author(s):  
L.M. AGUIAR ◽  
J.B. SANTOS ◽  
E.A. FERREIRA ◽  
C.M. CABRAL ◽  
I.M. PEREIRA ◽  
...  
Keyword(s):  
Weed Management ◽  
Tree Species ◽  
Production Systems ◽  
Block Design ◽  
Co2 Concentration ◽  
High Volume ◽  
Physiological Characteristics ◽  
Control Treatment ◽  
Randomized Block Design ◽  
Lower Variation

ABSTRACT: Herbicides are inputs with a high volume of use in agricultural production systems for weed management; however, the environmental contamination they cause is a reality. The objective of this research was to evaluate the tolerance of tree species used for the phytoremediation of herbicides in the soil, to atrazine, clomazone and 2,4-D, through the evaluation of photosynthetic indices. Thus, a randomized block design experiment was conducted with four replications, in a 4 x 5 factorial arrangement, where the first factor represented the herbicides atrazine, clomazone and 2,4-D and the control treatment without herbicide (water). The second factor consisted in the use of pre-selected tree species for the phytoremediation of soils with residues of the products [Eremanthus crotonoides DC. (candeia), - Richeria grandis Vahl (richeria), Protium heptaphyllum (Aubl) Marchand, (breu-branco) Kielmeyera latrophyton Saddi, Kew Bull, (pau-santo) Calophyllum brasiliense Cambess (guanandi)]. The herbicides were applied through dishes placed under the culture containers of the plants, when they presented eight months of development. After 15 days from the herbicide application, the visual intoxication, stomatal conductance (Gs), transpiration rate (E), CO2 concentration in the substomatal chamber (Ci), and water use efficiency (WUE) were evaluated. The herbicides affected differently the physiological characteristics of the tree species; atrazine was the most harmful product. Individuals under the effect of 2,4-D and clomazone presented lower variation for their physiological characteristics, compared to the respective control treatments. Breu-branco, despite showing low visual intoxication provided by the herbicides, was the most affected species by the products. On the other hand, candeia was the most tolerant species to the action of the herbicides.

QUALIDADE INDUSTRIAL E RENDIMENTO DE ETANOL DE GENÓTIPOS DE SORGO SACARINO EM PLANTA E REBROTA

2018 ◽  
Vol 17 (2) ◽  
pp. 216
Author(s):  
TASSIANO MAXWELL MARINHO CÂMARA ◽  
RAFAEL AUGUSTO DA COSTA PARRELLA ◽  
HERÁCLITON DE ÉFESO DA SILVA
Keyword(s):  
Sorghum Bicolor ◽  
Sweet Sorghum ◽  
Ethanol Yield ◽  
Block Design ◽  
Production Costs ◽  
Randomized Block Design ◽  
Ethanol Yields ◽  
Sorghum Genotypes ◽  
Industrial Yield ◽  
Lower Production

 RESUMO - O rendimento de cultivares de sorgo sacarino em planta de primeiro corte e na rebrota tem sido estudado para viabilizar o cultivo com menores custos de produção. Entretanto, dados qualitativos sobre a qualidade de caldo e rendimento de etanol entre safra principal e rebrota são escassos. Objetivou-se com este trabalho comparar genótipos de sorgo sacarino quanto à qualidade industrial e avaliar o efeito do tipo de colheita e biomassa processada no rendimento industrial para produção de etanol. Foi conduzido um experimento em blocos ao acaso com três repetições em esquema de parcela subdividida, sendo as parcelas constituídas por 20 genótipos de sorgo e as subparcelas pelos tipos de amostras processadas ou colheitas realizadas. Os maiores rendimentos de etanol, em termos absolutos, foram obtidos para CMSXS646 e BRS 511 na colheita de primeiro corte com colmos limpos. A utilização de colmos limpos promoveu, em média, um incremento de 13,5, 14,2, 13,4, 3,3, 7,9, 7,0, 8,0 e 16,4% para etanol, ART, ATR, umidade, ARC, Pol, °Brix, quantidade de caldo, respectivamente, e redução de 17,3% para fibra, em relação às amostras de colmos com folhas. O rendimento médio de etanol por tonelada de caldo extraído foi 28% superior no primeiro corte comparativamente à rebrota.Palavras-chave: Bioenergia, biomassa, °Brix, Sorghum bicolor.  INDUSTRIAL QUALITY AND ETHANOL YIELD OF SWEET SORGHUM GENOTYPES IN MAIN AND RATOON CROPS  ABSTRACT - The yield of sweet sorghum cultivars in first cut and ratoon crops have been studied to enable the cultivation with lower production costs. However, qualitative data on broth quality and yield of ethanol on main crop and ratoon are scarce. The aim of this work was to compare sweet sorghum genotypes regarding the industrial quality and to evaluate the effects of harvests and processed biomass types in the industrial yield for ethanol production. A randomized block design experiment was carried out with three replicates in a split plot design, being the plots composed by 20 sorghum genotypes and the subplots by the types of processed samples or harvests. The highest ethanol yields, in absolute terms, were obtained for CMSXS646 and BRS 511 in first cut with clean stalks. The use of clean stalks promoted, on average, an increase of 13.5, 14.2, 13.4, 3.3, 7.9, 7.0, 8.0 and 16.4% for ethanol, ART, ATR, moisture, ARC, Pol, ° Brix, juice amount, respectively, and reduction of 17.3% for fiber, in relation to samples with stalks and leafs. The average yield of ethanol per extracted juice ton was 28% higher in first cut compared to ratoon.Keywords: bioenergy, biomass, °Brix, Sorghum bicolor.

scholarly journals Inheritance of Some Quantitative Characters in Pigeonpeas (Cajanus cajan (L.) Mill sp.)

1969 ◽  
Vol 55 (1) ◽  
pp. 23-43
Author(s):  
Abad Morales Muñoz ◽  
Raúl Abrams
Keyword(s):  
Plant Height ◽  
Seed Yield ◽  
Seed Weight ◽  
Block Design ◽  
Flowering Plant ◽  
Frequency Distributions ◽  
Flowering Date ◽  
Randomized Block Design ◽  
Genotypic And Phenotypic Correlations ◽  
High Heritability

Three varieties and an irradiation-derived line of pigeonpeas were used as parents in five crosses as follows: P.I. 5690 X Kaki, P.I. 5690 X Saragateado, P.I. 5690 X 526, Kald X 526, and Saragateado X 526. The F2, F3 and parents of each cross were planted in the field at the Isabela Substation during 1966-67 in a randomized block design with three replicates. Genotypic variability was studied and genotypic and phenotypic correlations were calculated for all the crosses in the F2 and F3 generations. Genetic coefficients of variation and heritability estimates were computed for four traits in five crosses and for six traits in one particular cross. Frequency distributions are shown for date of flowering, plant height, and seed weight. There was much greater variation for all crosses, in general, in seed weight, plant height, and flowering date than in number of seeds per pod. With the exception of number of pods per plant the correlations between seed yield and other traits were not great enough to provide reliable indications for yield. The phenotypic and genotypic correlations between seed yield and number of pods per plant were high, above 0.90. However, their low heritability, 45.3 and 52.1 percent in F2 and F3 generations, tends to indicate that not too much progress could be expected for seed yield improvement by selecting for large number of pods per plant. Good progress by selection could be made by breeders in traits such as flowering date, plant height, and seed weight which showed high heritability values.

scholarly journals PENGARUH PENAMBAHAN PUPUK MIKRO DAN BEBERAPA GENOTIPE SORGUM (Sorghum bicolor (L.) Moench) TERHADAP INTENSITAS PENYAKIT ANTRAKNOSA (Colletotrichum sp.) DI LAHAN PETANI TANJUNG BINTANG LAMPUNG SELATAN

2020 ◽  
Vol 8 (2) ◽  
pp. 347
Author(s):  
Farastika Unjunan Muli ◽  
Efri Efri ◽  
Muhammad Syamsoel Hadi ◽  
Radix Suharjo
Keyword(s):  
Sorghum Bicolor ◽  
Block Design ◽  
Plant Diseases ◽  
The Other ◽  
Anthracnose Disease ◽  
Randomized Block Design ◽  
Main Plot ◽  
Sorghum Genotypes ◽  
Sorghum Bicolor L ◽  
Plot Design

One of the diseases that often found in sorghum plants is anthracnose disease caused by Colletotrichum sp. The purposed of this study was to determine the effect of adding micro fertilizer and the use of several sorghum genotypes on the intensity of anthracnose disease. The study was conducted in Sukanegara, Tanjung Bintang, South Lampung in April 2017 - February 2018 and at the Laboratory of Plant Diseases and Pests, Faculty of Agriculture, University of Lampung. The treatments were arranged using a randomized block design in a split plot design (3 times replications), the main plot was micro nutrients (with micro addition and without micro addition) and 15 subgroups of sorghum genotypes (Numbu, Samurai 1, GH3, UPCA, GH4, P / I WHP, GH6, Super 2, GH13, P / F 51-93-C, Super 1, GH5, Mandau, GH7, and Talaga Bodas). The results showed that the addition of "ZincMicro" micro fertilizers to sorghum plants did not affect the intensity of anthracnose disease, however there were differences in the intensity of anthracnose diseases between sorghum genotypes. Numbu Genotype, GH 3, and GH 13 were relatively more resistant to anthracnose disease than the other genotypes.

scholarly journals IDENTIFICATION OF Ricinus communis HYBRIDS FOR LOW PLANT HEIGHT1

2021 ◽  
Vol 34 (4) ◽  
pp. 837-845
Author(s):  
FREDSON DOS SANTOS MENEZES ◽  
SIMONE ALVES SILVA ◽  
GEAN CARLO SOARES CAPINAN ◽  
HELISON SANTOS BRASILEIRO ◽  
LAURENICE ARAÚJO DOS SANTOS
Keyword(s):  
Plant Height ◽  
Castor Bean ◽  
Ricinus Communis ◽  
Block Design ◽  
Direct Selection ◽  
Randomized Block Design ◽  
Ricinus Communis L ◽  
Bean Plants ◽  
Stem Internode ◽  
High Heritability

ABSTRACT Castor bean (Ricinus communis L.) is a plant native to Africa that presents important socioeconomic value for many countries, and has been the subject of breeding programs. In this context, the objective of this work was to identify genotypes with potential for improvement, focused on lowering plant height, using 19 hybrids and eight parents of R. communis. The study was developed at the experimental area of the Federal University of Recôncavo da Bahia in Cruz das Almas, BA, Brazil. The experiment was conducted in 2017 using a randomized block design with three replications, consisting of eight parents and 19 hybrids resulting from hybridization of these parents, grown with spacing of 3 meters between rows and 1 meter between plants. The characters stem diameter (SD), primary raceme insertion height (PRI), number of stem internodes (NSI), mean stem internode length (SIL), plant height (PH), number of harvested racemes (NHR), primary raceme length (PRL), and effective raceme length (ERL) were evaluated by analyzing the genetic parameters of variances and correlation between them. Five (H17, H2, H11, H13, and H6) of the 19 hybrids evaluated have potential to decrease PH of castor bean plants, presenting heights below 1.07 m. Direct selection for plant height is the most indicated for this purpose due to the high heritability of the character. However, the characters SD, PRI, and SIL stood out by assisting in indirect selection to decrease plant height because they can be early measured and present high heritability and strong correlation with PH.

scholarly journals Variance Components and Estimates of Broad-sense Heritability of Nut and Kernel Traits in Hazelnut

HortScience ◽  
1997 ◽  
Vol 32 (3) ◽  
pp. 494D-494
Author(s):  
Qiang Yao ◽  
Shawn A. Mehlenbacher
Keyword(s):  
Genetic Variation ◽  
Phenotypic Variation ◽  
Variance Components ◽  
Genetic Basis ◽  
Corylus Avellana ◽  
Broad Sense ◽  
Broad Sense Heritability ◽  
Narrow Sense ◽  
High Heritability ◽  
Kernel Traits

Seventy-seven trees representing 41 hazelnut (Corylus avellana L.) genotypes were to evaluate variance components and broad-sense heritability for 10 nut and kernel traits from 1994 to 1996. All effects in the models were assumed to be random. All traits had extremely high heritability. This indicated that nearly all of the phenotypic variation had a genetic basis. Knowledge of variance components may help us efficiently allocate resources. Broad-sense heritability estimates were larger than those in narrow sense, suggesting the presence of nonadditive genetic variation in the population.

scholarly journals Keragaman genetik dan heritabilitas karakter komponen hasil dan hasil ciplukan (Physalis sp.)

Jurnal Agro ◽  
10.15575/1864 ◽  
2018 ◽  
Vol 5 (1) ◽  
pp. 30-38 ◽  
Author(s):  
Effendy Effendy ◽  
Respatijarti Respatijarti ◽  
Budi Waluyo
Keyword(s):  
Genetic Variability ◽  
Plant Breeding ◽  
Block Design ◽  
Yield Component ◽  
Breeding Programs ◽  
Plant Weight ◽  
Randomized Block Design ◽  
Wide Variability ◽  
Medical Plant ◽  
High Heritability

Ciplukan (Physalis sp.) merupakan salah satu tumbuhan yang potensial untuk dikembangkan sebagai sumber biofarmaka dan buah di Indonesia. Peningkatan produksi ini dapat dilakukan melalui penyediaan varietas-varietas unggul ciplukan dengan meningkatkan kapasitas genetik melalui program pemuliaan tanaman. Pemuliaan tanaman akan berhasil jika terdapat keragaman genetik yang luas dan heritabilitas tinggi. Penelitian ini bertujuan untuk mempelajari keragaman genetik dan heritabilitas pada karakter komponen hasil dan hasil ciplukan. Percobaan menggunakan rancangan acak kelompok dengan 34 aksesi ciplukan sebagai perlakuan diulang tiga kali. Penelitian dilaksanakan di Kelurahan Areng-Areng, Kecamatan Junrejo, Kota Batu pada bulan Mei - September 2017. Karakter pada tanaman ciplukan ada yang mempunyai keragaman luas dan ada yang mempunyai keragaman sempit. Keragaman yang luas terdapat pada tinggi batang, jumlah bunga per tanaman, bobot per buah tanpa kelopak, bobot per buah dengan kelopak, jumlah buah per tanaman, jumlah buah segar per tanaman, bobot buah per tanaman dan bobot buah segar per tanaman. Keragaman yang sempit terdapat pada karakter diameter batang, jumlah cabang tersier, jumlah bunga per cabang tersier, panjang tangkai buah, panjang kelopak, diameter kelopak, panjang buah, diameter buah, dan kemanisan buah. Nilai heritabilitas pada semua karakter termasuk kriteria tinggi. Hal ini menunjukkan pengaruh genetik lebih besar dibandingkan dengan faktor fenotip pada penampilan karakter tanaman ciplukan. Ciplukan (Physalis sp.) is one of the potential plant to be developed as a source of medical plant and fruit in Indonesia. Increase production of this plant can be done through the provision of improved varieties of ciplukan by increasing the genetic capacity through plant breeding programs. Plant breeding will be successful if there is high genetic variability and heritability. This study aimed to study genetic variability and heritability on the character of yield component and yield in Physalis. The experiment used a randomized block design with 34 accessions of ciplukan as treatment repeated three times. The research was conducted in Areng-Areng sub-district, Junrejo District, Batu City from May until September 2017. Characters in ciplukan plants have wide and narrow variability. Characters that have a wide variability are stem height, number of flower per plant, number of fruits per plant, number of fruits per plant, weight per fruit without husks, weight per fruit with husk, weight of fruit per plant, and weight of fresh fruit per plant. Characters that have narrow variability are stem diameter, number of tertiary branching, number of flower per tertiary branching, length of fruit stalk, husk length, husk diameter, fruit length, fruit diameter, and sweetness. All characters have high heritability. This shows a greater genetic influence compared to phenotypic factors on the appearance of ciplukan characters. Physalis, genetic variablity, heritabilityKey words : 

scholarly journals Correlation between Qualitative Characteristics and Genotype Resistance of Local and Introduced Pepper Varieties Against Anthracnose Disease

2020 ◽  
Vol 3 (1) ◽  
pp. 43
Author(s):  
Siti Hafsah ◽  
Firdaus Firdaus
Keyword(s):  
Block Design ◽  
Stem Diameter ◽  
Stem Length ◽  
Skin Thickness ◽  
Fruit Length ◽  
Randomized Block Design ◽  
Randomized Design ◽  
High Heritability ◽  
Diversity In Stem ◽  
Moderate Resistance

This study was aimed at obtaining information related to genetic parametric against anthracnose diseases caused by Colletotrichum capsici, which attacked several pepper genotypes. The research was conducted in a net house at the Faculty of Agriculture, Universitas Syiah Kuala, Banda Aceh, from July to December 2017, and it was divided into two experiments: 1) planting the peppers which carried out in a net house. This experiment employed Randomized Block Design (RBD) Non-Factorial and 2) anthracnose resistance assay.  This assay applied using Completely Randomized Design (CRD) Non-Factorial with the only factor observed: 11 pepper genotypes (IPBC15, IPBC15D2, IPBC15D3, IPBC15D4, Udeng, Lamando Lapaben, Super Amando, Lanyoe, Lado F1, Kastilo F1, and PM999 F1), with three replications. The results showed that the genotypes IPBC15, IPBC15D2, IPBC15D4, Udeng, Lamando Lapaben, Lado F1 exhibited moderate resistance, while genotypes IPBC15D3, Super Amando, Lanyoe, Kastilo F1 and PM999 F1 were susceptible to the disease. The wide variety of genetic and high heritability was found in stem length, flowering age, length of fruit stalk, fruit length, fruit diameter, and skin thickness, while narrow and moderate genetic variability was found in stem diameter and harvest age. The coefficient of genetic diversity in stem length, length of fruit stalk, and fruit length was found to be moderate and expressed low diversity in stem diameter, flowering age, and skin thickness. Stem diameter and skin thickness also showed a negative correlation to disease severity.

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