International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Evolution of crop species: Genetics of domestication and diversification SimranJagirdar
Abstract
Domestication is a good model for the study of evolutionary processes because of the recent evolution of crop species, it is the key role of selection in their origin and historical data on their spread and diversification. Recent studies, such as quantitative trait locus mapping, genome-wide association studies and whole-genome resequencing studies, have identified genes that are associated with the initial domestication and subsequent diversification of crops. Together, these studies show the functions of genes that are involved in the evolution of crops that are under domestication, the types of mutations that occur during this process and the parallelism of mutations that occur in the same pathways and proteins, as well as the selective forces that are acting on these mutations and that are associated with geographical adaptation of crop species.
Plant Genetic Resources: Conservation and Sustainable Useanswervivek
Plant genetic resources are the most valuable and essential basic raw materials to meet the current and future needs of crop improvement programs.
It has become increasingly clear during the last few decades that meeting the food needs of the world's growing population depends, to a large extent, on the conservation and use of the world's remaining plant genetic resources.
Evolution of crop species: Genetics of domestication and diversification SimranJagirdar
Abstract
Domestication is a good model for the study of evolutionary processes because of the recent evolution of crop species, it is the key role of selection in their origin and historical data on their spread and diversification. Recent studies, such as quantitative trait locus mapping, genome-wide association studies and whole-genome resequencing studies, have identified genes that are associated with the initial domestication and subsequent diversification of crops. Together, these studies show the functions of genes that are involved in the evolution of crops that are under domestication, the types of mutations that occur during this process and the parallelism of mutations that occur in the same pathways and proteins, as well as the selective forces that are acting on these mutations and that are associated with geographical adaptation of crop species.
Plant Genetic Resources: Conservation and Sustainable Useanswervivek
Plant genetic resources are the most valuable and essential basic raw materials to meet the current and future needs of crop improvement programs.
It has become increasingly clear during the last few decades that meeting the food needs of the world's growing population depends, to a large extent, on the conservation and use of the world's remaining plant genetic resources.
Life on earth is dependent on plants, which are a crucial component of all ecosystems. Not only they are the basis of world food, but also can provide us fuel, clothes and medicine and play a major role in atmosphere and water purification and prevention of soil erosion. Plants are part of our natural heritage and it is our responsibility to preserve and protect them for future generations.
It is estimated that up to 100,000 plants, representing more than one third of all the world's plant species, are currently threatened or face extinction in the wild. In Europe, particularly, biodiversity is seriously threatened. Biotechnological approaches offer several conservation possibilities which have the potential to support in situ protection strategies and provide complementary conservation options.
GENOMIC AND TRANSCRIPTOMIC APPROACHES TOWARDS THE GENETIC IMPROVEMENT OF AN U...Faraz Khan
With the world population estimated to be nine billion by 2050, the need to exploit plant genetic diversity in order to increase and diversify global food supply, and minimise the over-reliance for food on a few staple crops is of the utmost importance. Bambara groundnut (Vigna subterranea (L) Verdc.), is underutilised legume indigenous to Africa, rich in carbohydrates, with reasonable amounts of protein. It is known to be drought tolerant, able to
grow on marginal lands where other major crops cannot with minimal rainfall (<700 mm) and chemical inputs. Crop improvement for abiotic stress tolerance and increasing/stabilising yield have been difficult to achieve due to the complex nature of these stresses, and the genotype x environment interaction (GxE). This review paper highlights how a number of recent technologies and approaches used for major crop research, can be translated
into use in research of minor crops, using bambara groundnut as an exemplar species. Using drought tolerance as a trait of interest in this crop, we will demonstrate how limitations can affect genomic approaches for understanding traits in bambara groundnut, and, how genomic and transcriptomic methodologies developed for major crops can be applied to underutilised crops for better understanding of the genetics governing important agronomic traits. Furthermore, such approaches will allow for cross species comparison between major and minor crops, exemplified by bambara groundnut leading to improved research in such crops. This will lead to a better understanding of the
role of stress-responsive genes and drought adaptation in this underutilised legume.
A presentation of the head of the National Centre for Plant Genetic Resources: Polish Genebank concerning plant genetic resources conservation in Poland.
Germplasm Conservation in situ, ex situ and on-farm and BiodiversityKK CHANDEL
The variability among living organisms from all sources including terrestrial, marine, and other aquatic ecosystems and the ecological complexes of which they are a part; this includes diversity within species, between species and of ecosystems
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.
Methodological approach to indigenous fruit trees breeding: case of Dacryodes...Innspub Net
Very little work has been done forthe varietal improvement of indigenous fruit trees. Controlled cross pollination tests were
conducted on Dacryodes edulis to assess the influence of the origin of the male parent and the type of flower that produced
pollen used for fertilization on the fruiting efficiency of 14 well-known females’ accessions from three provenances. The
crossbreeding test was performed following a full nested mating design. The experimental design included provenance as a fixed factor, treatment as within-subject (i.e. repeated measures) fixed factor and plant individual as a random factor (subject).The results showed that the fruiting index that determines the species’ yield varies significantly (p = 0.010) with the combined actions of the three factors studied which were (i) the provenance of the male parent; (ii) the pollen type used for hand fertilization (pure male or hermaphrodite) and (iii) the female parent status. Six best combinations originated from Boumnyebel and Makenene provenances, characterized by high fruit-setting rate and the fruiting index (˃70% and ˃50% respectively), then by low fruit-dropping rate after fruit set (˂20%) were identified. Although we did not observe increasing in fruit size as compare to breeding in Citrus or Ziziphus species, the process of controlled cross-pollination investigated in this study significantly increased the fruit set. This could help in controlling the early fruit drop which negatively impacts the species’ yield. Thereafter, control-pollinated seedlings (F1) obtained from this study and established as progeny trials will be vulgarized within agro-ecological zones and/ormultiplied vegetatively for clonal and futurecultivars development trials. Get more articles at: http://www.innspub.net/volume-7-number-2-august-2015-ijaar/
Life on earth is dependent on plants, which are a crucial component of all ecosystems. Not only they are the basis of world food, but also can provide us fuel, clothes and medicine and play a major role in atmosphere and water purification and prevention of soil erosion. Plants are part of our natural heritage and it is our responsibility to preserve and protect them for future generations.
It is estimated that up to 100,000 plants, representing more than one third of all the world's plant species, are currently threatened or face extinction in the wild. In Europe, particularly, biodiversity is seriously threatened. Biotechnological approaches offer several conservation possibilities which have the potential to support in situ protection strategies and provide complementary conservation options.
GENOMIC AND TRANSCRIPTOMIC APPROACHES TOWARDS THE GENETIC IMPROVEMENT OF AN U...Faraz Khan
With the world population estimated to be nine billion by 2050, the need to exploit plant genetic diversity in order to increase and diversify global food supply, and minimise the over-reliance for food on a few staple crops is of the utmost importance. Bambara groundnut (Vigna subterranea (L) Verdc.), is underutilised legume indigenous to Africa, rich in carbohydrates, with reasonable amounts of protein. It is known to be drought tolerant, able to
grow on marginal lands where other major crops cannot with minimal rainfall (<700 mm) and chemical inputs. Crop improvement for abiotic stress tolerance and increasing/stabilising yield have been difficult to achieve due to the complex nature of these stresses, and the genotype x environment interaction (GxE). This review paper highlights how a number of recent technologies and approaches used for major crop research, can be translated
into use in research of minor crops, using bambara groundnut as an exemplar species. Using drought tolerance as a trait of interest in this crop, we will demonstrate how limitations can affect genomic approaches for understanding traits in bambara groundnut, and, how genomic and transcriptomic methodologies developed for major crops can be applied to underutilised crops for better understanding of the genetics governing important agronomic traits. Furthermore, such approaches will allow for cross species comparison between major and minor crops, exemplified by bambara groundnut leading to improved research in such crops. This will lead to a better understanding of the
role of stress-responsive genes and drought adaptation in this underutilised legume.
A presentation of the head of the National Centre for Plant Genetic Resources: Polish Genebank concerning plant genetic resources conservation in Poland.
Germplasm Conservation in situ, ex situ and on-farm and BiodiversityKK CHANDEL
The variability among living organisms from all sources including terrestrial, marine, and other aquatic ecosystems and the ecological complexes of which they are a part; this includes diversity within species, between species and of ecosystems
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.
Methodological approach to indigenous fruit trees breeding: case of Dacryodes...Innspub Net
Very little work has been done forthe varietal improvement of indigenous fruit trees. Controlled cross pollination tests were
conducted on Dacryodes edulis to assess the influence of the origin of the male parent and the type of flower that produced
pollen used for fertilization on the fruiting efficiency of 14 well-known females’ accessions from three provenances. The
crossbreeding test was performed following a full nested mating design. The experimental design included provenance as a fixed factor, treatment as within-subject (i.e. repeated measures) fixed factor and plant individual as a random factor (subject).The results showed that the fruiting index that determines the species’ yield varies significantly (p = 0.010) with the combined actions of the three factors studied which were (i) the provenance of the male parent; (ii) the pollen type used for hand fertilization (pure male or hermaphrodite) and (iii) the female parent status. Six best combinations originated from Boumnyebel and Makenene provenances, characterized by high fruit-setting rate and the fruiting index (˃70% and ˃50% respectively), then by low fruit-dropping rate after fruit set (˂20%) were identified. Although we did not observe increasing in fruit size as compare to breeding in Citrus or Ziziphus species, the process of controlled cross-pollination investigated in this study significantly increased the fruit set. This could help in controlling the early fruit drop which negatively impacts the species’ yield. Thereafter, control-pollinated seedlings (F1) obtained from this study and established as progeny trials will be vulgarized within agro-ecological zones and/ormultiplied vegetatively for clonal and futurecultivars development trials. Get more articles at: http://www.innspub.net/volume-7-number-2-august-2015-ijaar/
Variation Of Phytolith Morphotypes Of Some Members Of Cucurbitaceae Juss.iosrjce
IOSR Journal of Pharmacy and Biological Sciences(IOSR-JPBS) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of Pharmacy and Biological Science. The journal welcomes publications of high quality papers on theoretical developments and practical applications in Pharmacy and Biological Science. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
International Journal of Pharmaceutical Science Invention (IJPSI)inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
“Advances in breeding of banana ”
Advances breeding of Banana, breeding of banana , breeding of banana by gangaram rana, Advances breeding of Banana igkv, mutation breeding of banana, biotechnology of banana, seed production breeding of banana,
The experiment was conducted at the experimental farm and laboratory of Institute of
Sustainable Agrotechnology, University Malaysia Perlis, Padang Besar, Perlis, Malaysia, with the objective
toinvestigate the inhibitory and stimulatory effects of aqueous extract of mungbean on seed germination and
seedling growth of three crop species, mungbean, sweet corn and okra. Different treatments of mungbean
aqueousextracts (vegetative fresh, vegetative after 2 weeks drying, vegetative after 4 weeks drying, flowering
fresh, flowering after 2 weeks drying, flowering after 4 weeks drying, flowering fresh, flowering after 2 weeks
drying, flowering after 4 weeks drying, maturity fresh, maturity after 2 weeks drying, maturity after 4 weeks
drying and water as control) were used to test their effect on the test species. The experiment was randomly
distributed and according to Completely Randomized Design(CRD) with five replicates. The results showed the
fresh vegetative aqueous extract of mungbean had a significant effect (stimulatory) on germination percent and
growth parameters such as number of root, root length and shoot height, of the three crop species. The study
revealed that the aqueous extract of mungbean have different effects (inhibitory and stimulatory) on the
seedlings and the mode of action depends on the associated plant species.Our results suggest that the aqueous
extract of mungbean from the different growth stages and drying periods have an allelopathic effect.
Advances in Apple Breeding (Sanjay Chetry).pptxsanjaychetry2
The cultivated apple is likely the result of interspecific hybridization and at present the binomial Malus x domestica has been generally accepted as the appropriate scientific name (Korban and Skirvin, 1984). It belongs to the family Rosaceae and subfamily Maloideae and haploid chromosome number is x = 17 and somatic chromosome is 2x =34. The genus Malus has 25 to 30 species and several subspecies of so-called crab apples(Malus baccata). Apple is an allopolyploid, but behaves like a diploid. While diploids are frequent, triploids can occur spontaneously in crosses between diploids. Such triploids have larger leaves and fruit than their diploid relatives but are pollen sterile and cannot supply pollen for fertilization. Many popular cultivars (‘Jonagold,’ ‘Mutsu’) are triploids and prized for their quality and fruit size. Many Malus species have been used and continue to be used in breeding, with the increased recognition of the value of diversity and a means to study genes present in these relatives of cultivated apple.
There are over 30 primary species of apple and most can be readily hybridized (Korban 1986, Way et al. 1991). The cultivated apple is likely the result of initial domestication followed by inter-specific
hybridization (Harris et al. 2002). Its primary wild ancestor is M. sieversii whose range is centered at the border between western China and the former Soviet Union. Apples are the main forest tree there and display the full range of colors, forms and tastes found in domesticated apples across the world (Forsline et al. 1994, Hokanson et al. 1997). The domesticated apple has been referred to with the epithet Malus x domestica (Korban and Skirvin 1984), although recently Mabberley et al. (2001) proposed that Malus pumila should properly refer to the domesticated apple and its presumed wild relative M. sieversii. Other species of Malus which contributed to the genetic background of the apple likely include: M. orientalis of Caucasia, M. sylvestris from Europe, M. baccata from Siberia, M. mandshurica from Manchuria, and M. prunifolia from China. It is likely that these species hybridized with domesticated apples as they were spread by humans (Harris et al. 2002).
Malus has 25 to 30 species and several sub-species, many of which are cultivated as ornamental trees for their profuse blossoms and attractive fruits. Many of the species intercross freely and semi selfincompatibility is common. Trees grown from collection of Malus are frequently inter-specific or inter-varietal hybrids. The cultivated apple is botanically Malus domestica Borkh. Malus baccata (Crab apple) and M. sikkimensis occur wild in India. M. baccata var. himalaica in North Western region and Meghalaya and M. baccata var. dirangensis in Arunachal Pradesh. Seven ecotypes of M. baccata have also been collected from different temperate region. (Randhawa, 1987). Varietal diversity of apple in Indian Himalayas is primarily introduction from Europe and North American
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
International Journal of Engineering and Science Invention (IJESI)
1. International Journal of Engineering Science Invention
ISSN (Online): 2319 – 6734, ISSN (Print): 2319 – 6726
www.ijesi.org Volume 2 Issue 8 ǁ August 2013 ǁ PP.71-79
www.ijesi.org 71 | Page
Morpho-Genetic Vegetative Variabilities of Some Underutilized
Legumes.
1
Agbolade, J.O., 2*
Olakunle, T. P., 3
Aina D.A., 4
Adeyemo, I.A.,
5
Aasa-Sadique,A. D., and 5
Taiwo, J.O.
1
Department of Biological Sciences, Oduduwa University, Ipetumodu, Ile-Ife, Nigeria
2*
Department of Applied Sciences, Osun State Polytechnic, Iree. Nigeria. 1
Department of
Biosciences and Biotechnology, Faculty of Basic and Applied Sciences Babcock University, Ilishan- Remo,
Ogun State, Nigeria.
3
Department of Botany and Microbiology, University of Ibadan, Ibadan, Nigeria.
4
Department of Basic Studies,Osun State Polytechnic, Iree. Nigeria.
5
Department of Biology Federal College of Education (Technical), Akoka, Lagos, Nigeria.
ABSTRACT:Twelve species of twenty-four accessions miscellaneous legumes obtained from Germplasm Unit
of the International Institute of Tropical Agriculture (IITA) Ibadan were accessed for their phenotypic,genetic
and phylogenetic relatedness.The accessions were planted into plots of 5 ridges of 5m long,spaced 1m apart and
replicated three times at Obafemi Awolowo University Teaching and Research Farm.Diversity of the accessions
was accessed through vegetative comparative morphology.Differences in the mean values between two
accessions were evaluated by descriptive statistics.Principal Component Analysis(PCA) was used to identify
discriminatory vegetative morphological traits and similarities among the taxa were accessed through Cluster
Analysis(CA).The first three principal component ax axes explained 71% of the total variation for the
vegetative character.Rachis length,internode length,stipule length and stipule width were the traits which
contributed most of the variations in the legume accessions.Cluster analysis grouped the 24 accessions into 5
clusters based on vegetative morphological descriptors at 0.25 level of similarity.The study revealed intra-
specific similarities and inter-specific morphological and genetic diversity among the 24 miscellaneous legume
accessions.
I. INTRODUCTION
Underutilized, orphan, miscellaneous or minor crops are terms used to characterize a range of plant
species with under exploited potentials [1, 2]. The crops are known to contribute immensely to food security,
income generation and environmental services. Among these under-utilized crops are the minor grain legumes
which are found in the marginal regions of the world as niche market crops [2]. Legume is a term applied
broadly to all plants of the pea and bean family (Leguminosae) which comprises the Caesalpinaceae(Senna
family), Mimosacea (l eocust bean) and Pappillonaceae [3]. Legume is a simple dry fruit formed from a
superior monocarpus pistil in which at maturity, the pericarp dehisces longitudinally along both sutures to
liberate the seeds therein; and that the seeds are usually arranged along one of the margins of the fruits [4]. In
terms of world economy and plant utility, grain legumes are grouped into two as major and minor species. The
major species include the industrial legumes such as soybean and groundnut, which are extremely important in
the world economy. Others are common beans (Pharsalus vulgaris), chicken pea (Cicer arietinum.), mung bean
(Vigna mungo(L.)Hepper), rice bean (Vigna angularis(L.)Thouars), winged bean (Psophocarpus
tetragonolobus(L.)DC) and pea(Pisum sativum)[5].
The minor species exist in a wide range of diversity either as cultivated or wild species across various
regions of the world and are usually cultivated by the traditional farmers. In Sub-Sahara African, bambara
groundnut (Vigna subterannea (L.)Thouars), Lima bean (Phaseolus lunatus), pigeon peas (Cajanus cajan(L.)
DC], African yam bean(Sphenostylis stenocarpa (Harms) and lablab (Lablab purpureus var.lignosus) are the
commonly cultivated species of the minor grain legumes. The wild species of the minor grain legumes include
Kersting groundnut (Kerstingiella geocarpa (Harms), and Marama bean (Tylosema esculentum)[5].The minor
grain legumes have also been referred to as miscellaneous, neglected, underutilized or lesser-known legumes [6;
1; 7; 2]. Miscellaneous legumes are so described because of the unusual characteristics that differentiate them
from the common pea. The peculiar characters are reflected in their growth habit, fruiting pattern, seed size and
their utilities. These also have special significance in agriculture because of their ability to enrich the soil
through symbiotic nitrogen fixation(8). Generally, a plant that meets the following criteria can be considered as
being under-utilized.
2. Morpho-Genetic Vegetative Variabilities…
www.ijesi.org 72 | Page
First, it must have proven food and energy value. Secondly, it must be proven to be cultivated, either
by having being widely cultivated in the pasture or by only being cultivated in a limited geographical area.
Thirdly, it must be currently cultivated less than other comparable plants [9; 10].
According to Wikipedia, miscellaneous legumes encompass crops like bambara groundnut (Vigna
subterranean), green gram (Vigna radiata (L.) R.Wilczek), jack bean (Canavalia ensiformis (L.) DC), mung
bean (Vigna mungo), pigeon pea (Cajanus cajan) and rice bean (Vigna angularis). Others are African yam bean
(Sphenostylis stenocarpa), kersting groundnut (kerstingiella geocarpa), lablab (lablab purpureus (Var.)
lignosus), mexican yam bean (Pachyrhizus tuberosus (Lam.), sword bean (Canavalia gladiata (Jacq.)DC),
winged bean (Psophocarpus tetragonolobus (L.) DC) and other legumes which are generally referred to as
pulses.
In many countries, the pulses sometimes serve as the major source of plant protein in human diet,
although a significant proportion of the seeds are eaten as relish. When compared with cereal grain, some
species of legumes are better sources of quality oil [5; 1]. Legumes are also important major sources of plant
protein and fats in tropical countries. They are good sources of essential amino acids and fats. The industrial
utilization of miscellaneous legumes depends on the knowledge of their nutritional importance and functional
properties.
Scholars like[11;12; 13; 14; 15; 16; 18; 19 ] have reported on the compositional evaluation, functional
properties, amino acids and protein solubility of legume flours. Grain legumes are also known to be useful in
furnishing a variety of industrial, agricultural, food and pharmaceutical products. However the industrial
importance or usefulness of the minor species of grain legumes are yet to be fully exploited [ 1; 20] studied the
reproductive mechanism and pollen characterization in some accessions of underutilized legumes(Sphenostylis
stenocarpa Hoschst Ex.A.Rich)and our team has also compared the epidermal features of twelve underutilized
legume accessions[2].The aim of the current study is to carry out full morphological characterization on the
vegetative characters of the species and accessions with a view to revealing their inter-specific and intra-specific
differences and similarities.
II. MATERIALS AND METHODS
2.1 Seed acquisition
Seeds of twenty four accessions of twelve species of miscellaneous legumes were obtained from the
Genetic Resources Unit of the International Institute of Tropical Agriculture (IITA), Ibadan, Oyo-State, Nigeria
for screening. The species studied are Bambara groundnut (Vigna subterranean (L.)Thouars)(TVSu 1126 and
TVSu 1415), Green gram (Vigna radiata (L.) R.Wilczek)(TVr 145 and TVr 1001), Jack bean (Canavalia
ensiformis (L.)DC(TCe1 and TCe3), Mung bean (Vigna mungo (L.) Hepper)(TVm 12 and TVm 13), Pigeon pea
(Cajanus cajan)(L.)DC)(TCc 8127 and TCc8156), Rice bean (Vigna angularis (L.) Thouars)(TVa 1 and TVa
1173), African yam bean (Sphenostylis stenocarpa (Hochst Ex.A. Rich) Harms (TSs 137 and TSs 156), Kersting
groundnut (kerstingiella geocarpa (Harms), (TKg 6 and TKg 12) lablab (Lablab purpureus (var. lignosus)(TLn
21 and TLn 29), Mexican yam bean (Pachyrhizus tuberosus (Lam.)(TPtu 1 and TPtu 5), Sword
bean(Canavalian gladiata (Jacq.)DC)(TCg 1 and TCg 4) and Winged bean (Psophocarpus tetragonolobus
(L.)(DC)(TPt 12 and TPt 18).
2.2 Seed cultivation
Seeds of the twenty-four (24) accessions studied were planted on 5m ridges, spaced 1m apart in the
Botanical garden of the University of Agriculture, Abeokuta. Each accession was planted on two rows at 1m
intra-row spacing. Initially, two seeds were planted per hill and later thinned to one plant per hill, to give a total
of twelve plants per accession per plot. Three replicates of the plot were prepared.
Data were taken on germination rate and the number of seeds that germinated. The plants were sprayed
at one week interval with karate at a concentration of 0.5% starting from the period of flower bud initiation to
pod maturity. The experimental plots were kept clean throughout the period of the study.
2.3 Morphological studies
Morphological studies were carried out through characterization of the quantitative and qualitative
attributes of the vegetative characters of each accession from the time the plants attained 50% flowering.
Photographs of the plants were taken at flowering, fruiting and podding stages.
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2.3.1 Vegetative Characters
Data were taken on the qualitative vegetative characters of the accessions by scoring the variations in
plant habit (determinancy), plant growth habit, terminal leaflet shape, stem texture as well as pattern of
pigmentation on stems, branches, petioles and peduncles.
Measurements were taken with the aid of graduated metre rule in centimetres on quantitative vegetative
characters such as terminal leaflet length and width, stipule length and width, petiole length and rachis length.
Means of ten measurements taken from randomly selected plants were calculated and recorded.
2.3.4 Data Collection
Data for morphological studies were generated from four individual plants within the row of each
accession.Seventeen morphological [quantitative and qualitative] characters were scored on each of the
miscellaneous legume accessions. Quantitative characters were determined by measurement in centimetres and
counting. The qualitative characters which were determined visually were scored by nominal codes. No
descriptor had been developed for most miscellaneous legumes yet. Descriptors for cowpea [21; 22] were
therefore used as guide to develop the descriptors list for the present morphological characterization. Overall,
seventeen characters were considered in this study.
2.3.5 Data Analysis
Duncan multiple range tests were employed to analyze the similarities and differences in the mean
values of the quantitative characters. The multivariate statistical methods employed were Principal Component
Analysis (PCA) and Cluster Analysis (CA). The principal component analysis produced vector loadings for
variables on principal component (PC) axes while cluster analysis produced a cluster grouping in the form of a
Dendrogram. Pearson correlation coefficient was employed to identify the dependence of characters on one
another.
III. RESULTS AND DISCUSSION
All the species and accessions of the miscellaneous legumes revealed considerable inter and intra
specific variations and overlap in most of their vegetative characters. Some of the plants exhibited twining
growth habit as obligate stackers,which requires trellises for support while a few others were erect,not leaning
on supports.Plate1 shows the leaf patterns of the miscellaneous legumes studied while themean values of ten
quantitative vegetative characters studied is presented in Table1.
U&V-Pigeon pea
Plate 1: Leaf patterns of the miscellaneous legumes studied
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Table1: Mean Values of Ten Quantitative Vegetative Characters of the Miscellaneous Legumes studied
LEGEND:DSE- Days from sowing to emergence,TLL-Terminal leaflet length, TLW- Terminal leaflet width,
SL- Stipule length, SW- stipule width, PL- petiole length, RL- Rachis length, IL- Internode length, NSP-
Number of stem per plant, NMB- Number of main branches.
3.1.1.1 Principal Component Analysis (PCA)
The Eigen values, variance proportion of five principal component (PC) axes and the Eigen vectors of
ten vegetative morphological characters are presented in Table 2. Though ten PC axes were identified by PCA,
only four [4] had Eigen values greater or equal to 0.1. The percentage variance reduced progressively from PC1
to PC10; the percentages of the total variance within the first four PC-axes were 29.21, 26.18, 15.73 and 13.05;
respectively. The Eigen values for each of the first two PC-axes were greater than 2.5 and the two explained
55.39% of the total variation. In Table 2, vegetative morphological traits with Eigen vectors greater than or
equal to 0.2 were significant in their contribution to loading each PC- axis. Five characters including rachis
length, Internode length, number of stem per plant, number of main branches and days to seed emergence
loaded PC1. Terminal leaflet width, terminal leaflet length, petiole length, stipule length and stipule width
accounted for the variations in PC2 and PC3. Two of the five characters in PC1 re-featured in PC2. Three out of
the five featured vegetative characters in PC1 made positive contribution to total variation in the 24 legume
accessions.
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Table 2: Eigen values, Variance Proportion of Five PC-Axes and Eigen vectors of Ten Vegetative Morphological
Characters
Principal Component Axes
PC1 PC2 PC3 PC4 PC5
Eigenvalues 2.9207 2.6179 1.5726 1.3051 0.6532
% variance per Pc-axes 0.2921 0.2618 0.1573 0.1305 0.0653
% cumulative variance across Pc-axes 0.2921 0.5539 0.7111 0.8416 0.9069
Morphological traits Eigenvectors
Terminal leaflet width 0.1330 0.3996 -0.4757 0.1458 -0.4032
Terminal leaflet length 0.1781 0.2484 -0.4892 0.2984 0.5130
Petiole length -0.1809 0.5083 0.2861 -0.1028 -0.1821
Rachis length 0.3807 0.2699 0.0962 0.3708 -0.4121
Internode length 0.4611 0.0734 0.1786 0.1573 0.5010
Number of stem per plant -0.5078 0.1302 0.0437 0.3227 0.1548
Number of main branches -0.4976 0.1157 0.0313 0.3918 0.1427
Stipule length 0.0942 0.4023 0.2058 -0.4846 0.2389
Stipule width 0.0759 0.3045 0.5191 0.2485 0.0718
Days to seed emergence 0.2003 -0.3962 0.3108 0.4033 -0.1164
NB: Eigenvectors ≥ 0.2 are in bold.
3.1.1.2 Cluster Analysis
The two dimensional spatial configuration of 24 accessions of the miscellaneous legumes according to
their vegetative characters is presented in Figure 1. The configuration explained about 55% of the total variation
among the species and accessions. The two accessions coded 19 and 20 (TKg6 and TKg 12) appeared to distant
themselves from all other accessions and fell loosely at the left plane. Similar observation was made for
accessions coded 1, 2 (TCg1 and TCg4); 7, 8 (TCel and TCe3) and 3, 4 (TPtu1 and TPtu5), though all appeared
at the right plane with the other accessions.
A high degree of genetic relatedness was depicted among accessions coded 21, 22, 9, 10, 11, 12, 14
(TVr 145, TVr 1001, TVa1, TVa 1173, TVm12, TVm 13 and TLn 29 respectively). Six specific cluster groups
were visible among the 24 miscellaneous species and accessions as shown in Figure 1.
Although, the rachis and the internode lengths were observed in PC1 to reveal vast distinctiveness
among the 24 miscellaneous legumes accessions, nevertheless, other traits were equally of good discriminatory
value in depicting diversity and similarity among the accessions and such definitely would have been
responsible for the minor but specific clustering observed. A striking revelation observed in the configuration
was that species and accessions sharing the same generic nomenclature clustered together. This could be seen in
cluster 1, 11 and more repeatedly in cluster 111.
Fig 1: Two dimensional spatial configurations of the twelve species of twenty- four accessions of the
miscellaneous legumes according to their vegetative characters.
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Table 2 shows the cluster history of the 24 accessions of miscellaneous legumes based on their
vegetative characters. The analysis produced 23 morphotypes or clusters. Accessions TVa1&TVa1173 were the
most similar phenotypes based on the ten vegetative morphological characteristics employed to discriminate
among the 24 accessions as both had the least distance (indicative of highest similarity) of 0.0178 (Table 2). TSs
156 significantly differentiated itself and tied with other accessions at a higher distance of 0.2818. The diversity
of the 24 accessions spanned a distance between 0.0178 and 3.2758 (Table 2).
Table 2: Cluster history of the 24 accessions of Miscellaneous Legumes studied based on their Vegetative
Characters
Figure 2 shows the Dendrogram obtained from cluster analysis for quantitative vegetative characters by
single linkage cluster technique on the 24 accessions of miscellaneous legumes. The clustering technique was
based on similarity for some morphological traits among the 24 accessions. At 0.0 similarity level, the 24
accessions were virtually similar. However, at about 25% similarity level, about nine clusters were identified. At
this level (25%) for instance TCg1and TCg4 were clustered together, TPtu1 and TPtu5 stood alone, all the TVs
were together, so also the TKgs. Expectedly, only five clusters could be identified at about 75% similarity level.
All the Vigna species (TVa1 and TVa1173; TVm 12 and TVm13; TVr145 and TVr1001) appeared to cluster
together at nearly the same similarity level with the exception of Vigna subterranean(TVsu 1126 and TVsu
1415). Lablab purpureus(TLn 21 and TLn29) appeared clustered with the Vigna species at nearly the same
similarity level.
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Fig.2: Dendrogram showing the grouping of the 24 accessions of miscellaneous legumes
Similaritylevel
Based on the quantitative vegetative characters.
3.1.1.3 Vegetative Characters Correlation Studies
The phenotypic correlation coefficients among ten vegetative characters of the miscellaneous legumes
are presented in Table 3. Positive and significant (p ≤ 0.05) association was observed between rachis length and
terminal leaflet width (r = 0.511), stipule length (r = 0.400) and internode length (r = 0.546; p ≤ 0.01). Petiole
length, also positively and significantly (p ≤ 0.01) correlated with stipule length (r = 0.598); stipule width (r =
0.545) and number of main branches with number of stem per plant (r = 0.992). However, significant but
negative correlation (p ≤ 0.05) between day to seed emergence and terminal leaflet width (r = -0.467), stipule
length (r = -0.449); and number of stem per plant with internode length (r = -0.488). There was no negative
correlation at (p ≤ 0.01) level among the vegetative characters.
Table 3: Correlation Data on Vegetative Quantitative Characters of the Miscellaneous Legumes studied.
Characters TLL TLW SL SW DSE PL RL IL NSP NMB
TLL 1 .604** .052 .058 -.267 -.030 .317 .288 -.065 -.040
TLW 1 .144 .034 -.467* .268 .511* .065 -.063 -.047
SL 1 .247 -.449* .598** .203 .248 -.099 -.188
SW 1 -.016 .545** .406* .330 .023 .060
DSE 1 -.495* .250 .310 -.214 -.192
PL 1 .179 -.151 .389 .345
RL 1 .546** -.303 -.284
IL 1 -.488* -.473*
NSP 1 .992**
NMB 1
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**. Correlation is significant at the 0.01 level (2 – tailed).
*. Correlation is significant at the 0.05 level (2 – tailed)
Note:
TLL - Terminal leaflet length
TLW - Terminal leaflet width
SL - Stipule length
SW - Stipule width
DSE - Days from sowing to emergence
PL - Petiole length
RL - Rachis length
IL - Internode length
NSP - Number of stem per plant
3.2DISCUSSION
The miscellaneous legume species and accessions studied revealed considerable similarities and
differences in habit and vegetative morphological traits.
Variabilities revealed in their morphological traits were expressed in their pigmentation on
stem,branch,petiole,leaflet size(that is,terminal leaflet length and width),stem texture and leaf shape.The species
and accessions also varied in the petiole length,rachis length,stipule length,stipule width and the internode’s
length. However, two accessions of each of the species had very close values [recorded in each case] for both
quantitative and qualitative characters, which were indicative of relatively more intra-specific relatedness. This
corroborated the findings of 23; 20 and 1.
Principal Component Analysis (PCA) is a very important multivariate statistical technique for species
classification [23,1]. Phenotypic characters with significant contribution to detecting variation among the 12
species of 24 accessions of the miscellaneous legumes were stipule length, petiole length, number of stem per
plant and number of main branches. That the Principal Component Analysis (PCA) agrees with cluster analysis
lends credence to the variabilities among the miscellaneous legumes species and accessions that justifies their
classification.
This result clearly presents vegetative variability studies on the twenty four accessions of twelve
species of miscellaneous legumes. Variations and similarities observed in the qualitative characters depicted
different and common genetic basis for the phenotypic expressions. The wide range of differences among
species for the quantitative characters as shown by high coefficient of variation in their mean values is indicative
of wide genetic variability among the taxa. Values recorded in this study are representative of the genetic
variants and overlaps among and within the species of the taxa, and may serve as future reference for other
studies in this field.
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