This document describes a study on the inheritance of domestication traits in bambara groundnut (Vigna subterranea) through controlled crosses between wild and domesticated accessions. The study produced the first successful inter-varietal hybrids in bambara groundnut, allowing investigation of the genetic basis of domestication traits. Traits like plant architecture, seed size, and germination rate were examined in an F2 population derived from a cross between a domesticated landrace and a wild accession. Results suggest traits like internode length and plant habit are controlled by few genes, while leaf area, carbon isotope discrimination, and seed weight have a more complex genetic basis. The successful hybridization opens new possibilities for b
Genetics and cytogenetics of SACCHARUM OFFICINARUMishtiaq shariq
This document presents information about sugarcane. It discusses the biology of sugarcane, including that it is a perennial grass that is a major world crop. It is an important economic crop as the primary source of sugar worldwide. The document outlines the genetics and cytogenetics of sugarcane, explaining that it is highly polyploid with a large and complex genome. Various techniques for studying sugarcane genetics are also summarized, including genomic in situ hybridization and fluorescence in situ hybridization.
Cotton, ‘King of fibre’ is the premier cash crop in India
It is cultivated in tropical and subtropical regions of more than 80 countries of the world.
Cotton belongs to family Malvaceae and genus Gossypium
India is the pioneer country for the cultivation of cotton hybrids on commercial scale. After releasing of Hy.4 developed by Dr.C.T.Patel from 1971 from Main Cotton Research Station, Surat.
Cotton is providing livelihood directly and indirectly to over 60 million people and accounting for about 16 per cent of India’s export earnings.
Play a vital role in agriculture, industry, social and monetary affairs of country’s economy. .
More than 150 cotton hybrids have been released by various State Agricultural Universities and private seed companies.
- Maize originated in Mexico from a wild grass called teosinte. Teosinte is considered the wild progenitor of maize because it has the same chromosome number and similar genetic constitution.
- Maize evolved from a direct domestication of an annual Mexican teosinte around 6000-10,000 years ago. Early maize had many differences from modern maize in appearance but was genetically similar.
- Cytogenetic evidence also supports maize's evolution from teosinte. Teosinte and maize have the same chromosome number, can hybridize and produce fertile offspring, while other grasses like tripsacum have different chromosome numbers and are more distantly related.
Gene pool of pearl millet is classified into primary, secondary and tertiary gene pools based on their crossability with cultivated pearl millet. The primary gene pool includes P. glaucum and its wild relatives that can naturally cross with it. The secondary gene pool includes species like P. purpureum that can be crossed with difficulty. The tertiary gene pool includes more distantly related species that cannot be crossed or produce sterile hybrids. ICRISAT genebank conserves over 22,000 pearl millet accessions including 750 wild species accessions from 24 Pennisetum species collected from 51 countries.
This document provides information on pearl millet (Pennisetum glaucum), including its origin in West Africa, taxonomy, inflorescence structure, wild relatives, and breeding objectives and methods. The key objectives of pearl millet breeding programs are to develop varieties with high grain yield, improved grain quality, drought tolerance, and disease resistance. Breeding methods discussed include introduction, selection, hybridization, population improvement through recurrent selection, development of synthetic varieties, and mutation breeding. The document also lists some popular pearl millet composites and hybrids developed in India.
Conventional and non conventional methods of crop improvementSachin Ekatpure
This document discusses advances in crop biotechnology presented by Ekatpure Sachin Chandrakant. It summarizes that early farmers selected desirable traits over many years of planting and harvesting. Modern breeding uses genetics to develop improved varieties. While conventional breeding has limitations, new techniques like mutation breeding, hybrid seed technology, genetic engineering, tissue culture and marker-assisted selection are allowing for more rapid crop improvement. These newer methods can transfer genes between unrelated species, achieve results faster than conventional breeding, and help identify specific desirable genes.
Study in respect to origin distribution of species –wild relatives- and forms of breeding objectives –major breeding procedure for development of hybrids varieties in wheat
Genetics and cytogenetics of SACCHARUM OFFICINARUMishtiaq shariq
This document presents information about sugarcane. It discusses the biology of sugarcane, including that it is a perennial grass that is a major world crop. It is an important economic crop as the primary source of sugar worldwide. The document outlines the genetics and cytogenetics of sugarcane, explaining that it is highly polyploid with a large and complex genome. Various techniques for studying sugarcane genetics are also summarized, including genomic in situ hybridization and fluorescence in situ hybridization.
Cotton, ‘King of fibre’ is the premier cash crop in India
It is cultivated in tropical and subtropical regions of more than 80 countries of the world.
Cotton belongs to family Malvaceae and genus Gossypium
India is the pioneer country for the cultivation of cotton hybrids on commercial scale. After releasing of Hy.4 developed by Dr.C.T.Patel from 1971 from Main Cotton Research Station, Surat.
Cotton is providing livelihood directly and indirectly to over 60 million people and accounting for about 16 per cent of India’s export earnings.
Play a vital role in agriculture, industry, social and monetary affairs of country’s economy. .
More than 150 cotton hybrids have been released by various State Agricultural Universities and private seed companies.
- Maize originated in Mexico from a wild grass called teosinte. Teosinte is considered the wild progenitor of maize because it has the same chromosome number and similar genetic constitution.
- Maize evolved from a direct domestication of an annual Mexican teosinte around 6000-10,000 years ago. Early maize had many differences from modern maize in appearance but was genetically similar.
- Cytogenetic evidence also supports maize's evolution from teosinte. Teosinte and maize have the same chromosome number, can hybridize and produce fertile offspring, while other grasses like tripsacum have different chromosome numbers and are more distantly related.
Gene pool of pearl millet is classified into primary, secondary and tertiary gene pools based on their crossability with cultivated pearl millet. The primary gene pool includes P. glaucum and its wild relatives that can naturally cross with it. The secondary gene pool includes species like P. purpureum that can be crossed with difficulty. The tertiary gene pool includes more distantly related species that cannot be crossed or produce sterile hybrids. ICRISAT genebank conserves over 22,000 pearl millet accessions including 750 wild species accessions from 24 Pennisetum species collected from 51 countries.
This document provides information on pearl millet (Pennisetum glaucum), including its origin in West Africa, taxonomy, inflorescence structure, wild relatives, and breeding objectives and methods. The key objectives of pearl millet breeding programs are to develop varieties with high grain yield, improved grain quality, drought tolerance, and disease resistance. Breeding methods discussed include introduction, selection, hybridization, population improvement through recurrent selection, development of synthetic varieties, and mutation breeding. The document also lists some popular pearl millet composites and hybrids developed in India.
Conventional and non conventional methods of crop improvementSachin Ekatpure
This document discusses advances in crop biotechnology presented by Ekatpure Sachin Chandrakant. It summarizes that early farmers selected desirable traits over many years of planting and harvesting. Modern breeding uses genetics to develop improved varieties. While conventional breeding has limitations, new techniques like mutation breeding, hybrid seed technology, genetic engineering, tissue culture and marker-assisted selection are allowing for more rapid crop improvement. These newer methods can transfer genes between unrelated species, achieve results faster than conventional breeding, and help identify specific desirable genes.
Study in respect to origin distribution of species –wild relatives- and forms of breeding objectives –major breeding procedure for development of hybrids varieties in wheat
Cassava Morphological Characteristics
Importance of Cassava
cassava breeding approach
importance of cassava
trait evaluation at different breeding stages
The document summarizes a seminar on pigeon pea breeding, including its achievements, challenges, and future strategies. It discusses pigeon pea's importance as a nutritional crop and describes traditional breeding approaches that have focused on developing varieties with resistance to biotic and abiotic stresses. Recent developments include identifying genetic markers for disease resistance and developing the first hybrid varieties using genetic male sterility systems, though these hybrids did not widely reach farmers due to high production costs. Moving forward, the document recommends continuing to expand genetic diversity and identify new sources of stress resistance from wild relatives to develop higher yielding pigeon pea varieties.
Pearl millet Origin, Domestication, Wild relatives, Gene Pool and Genetic Res...amvannan
1. Pennisetum glaucum, commonly known as pearl millet, is a widely cultivated crop belonging to the Poaceae family. It was domesticated approximately 4500 years ago in West Africa based on fossil evidence.
2. Pearl millet is thought to have originated from the Sahel zone of Africa. Wild relatives of pearl millet show the closest genetic relationship to cultivated pearl millet in eastern Mali through northwestern Niger, suggesting this region is the likely cradle of domestication.
3. Key traits selected during pearl millet domestication included a reduction in pedicle length and awns, paired spikelets, increased grain size, and loss of shattering. Genetic resources of pearl m
Maize Field Crop
Place of origin : Mexico.
Origin of cultivated maize
The genus Zea was previously considered as monotypic. Later on teosinte has been included Euchlaena mexicana has been changed as Zea mexicana
Another wild relative is Tripsacum (gamma grass). All the three are inter crossable.
Three views about origin
1. From Teosinte it arose. Teosinte is having cob and tassel and easily crossable. This theory was not accepted based on cytological studies.
2. Maize arose from pod corn Zea mays var. tunicata thro’ natural mutation. This view is the most accepted one. But origin of pod corn is not known.
3. All the three came from common ancestor but this common ancestor lost during evolution.
Exploitation of hybrid seed production in Vegetables by Atma ram meenaATMA RAM MEENA
The document discusses the history and development of hybrid seed production in vegetables. It notes that the first hybrid eggplant was developed in 1924 in Japan, followed by hybrids of other crops in subsequent decades. Methods for large-scale hybrid seed production were established using mechanisms like cytoplasmic male sterility, self-incompatibility, and gynoecious lines. These methods are now commercially used for many vegetable crops and have increased yields, uniformity, and stress resistance compared to open-pollinated varieties. The global hybrid vegetable seed market continues to grow due to rising world population and seed demand.
This report summarizes the presentation of a student on the cassava crop. It discusses the botanical classification of cassava, listing its scientific name as Manihot esculenta Crantz. It describes cassava's botanical characteristics such as its coned-shaped roots, erect stems, large palmate leaves, and flowers/fruit. The report also covers cassava's economic importance as a staple food and source of income in many countries, as well as its optimal climatic and soil conditions for production.
1. The document discusses heterosis breeding in cotton and maize. It provides details on the floral biology, breeding methods, and objectives for both crops.
2. For cotton, the goals are high yield, early maturity, fiber quality, disease resistance, and abiotic stress tolerance. Breeding methods include hybridization, mutation breeding, and hybrid seed production using emasculation or male sterile lines.
3. For maize, the ideal plant type has upright leaves and extended grain filling. Breeding objectives include high yield, wide adaptation, and disease resistance. Methods covered are mass selection and hybrid breeding using three-way crosses or double crosses.
1) Sugarcane yield is determined by the number of millable stalks produced and their individual weight. However, conventional sugarcane agriculture does not control intra-row spacing well, leading to sub- or supra-optimal tiller populations and poor yields.
2) The author analyzed sugarcane variety trial data from different agroclimatic zones in India and found that tiller mortality averages around 50-60% and is influenced strongly by environmental conditions. Varieties are not consistent in their tiller survival between locations or crops.
3) Experiments showed that earlier planting dates lead to higher maximum tiller numbers but also higher tiller mortality. Wider spacing between plants reduced tiller mortality compared to
Rice (Oryza sativa L. 2n = 2x = 24) is a staple food for over half of the world's populationproviding 43% of calorie. Rice yield has experienced many fold jumps since the 1950s. This happened primarily as the result of genetic improvement and increasing harvest index by reducing plant height using the semi-dwarf genes and utilization of heterosis by producing hybrids. Heterosis is the improved or increased function of any biological quality in a hybrid offspring. An offspring exhibits heterosis if its traits are enhanced as a result of mixing the genetic contributions of its parents. Genetic basis of heterosis included overdominance, dominance, and additive effects.
This document provides information about cotton breeding. It discusses the origin and distribution of cotton, the four cultivated species, and their progenitors. It describes the floral biology and breeding objectives of cotton such as high yield, early maturity, fiber quality, and disease/pest resistance. The document outlines cotton breeding procedures including introduction, selection, hybridization, heterosis breeding, and special techniques. It discusses hybrid seed production methods and challenges with using male sterile lines. The document also mentions mutation breeding, population improvement approaches used in the US, and biotechnology applications in cotton. It lists some important cotton breeding centers and popular varieties and hybrids developed.
This document discusses a study on the characterization of linseed genotypes. Some key points:
- 52 linseed genotypes were evaluated for morphological and biochemical traits including days to flowering, plant height, seed yield, fatty acid composition, and oil content.
- Analysis of variance revealed genetic variability among genotypes for all traits. High heritability and genetic advance was observed for traits like seed yield and 1000 seed weight.
- Genotypes were grouped into 8 clusters based on D2 analysis, with the largest cluster containing 19 genotypes. Days to flowering was the greatest contributor to genetic divergence.
- Correlation analysis showed yield had a strong positive association with number of branches per plant. Path analysis identified branches, 1000 seed
This document discusses sex expression in castor plants. It begins by classifying sex variants into five main types: monoecious, pistillate, sex revertant, monoecious variant with apical interspersed raceme, and uniform interspersed raceme. It then discusses how environmental factors like temperature and nutrition can influence sex expression by promoting either male or female flowers. The document further classifies pistillate lines into two main types: N-type which is governed by a single recessive gene, and S-type which is polygenic and can exhibit sex reversals. S-type pistillate lines are derived from selections within sex reversal variants. The document also describes non-reverted female pistill
Activity of callosobruchus maculatus (f.) (coleopteraAlexander Decker
This study evaluated the susceptibility of 3 bambara groundnut landraces and 3 breeding lines to infestation by the cowpea weevil (Callosobruchus maculatus). Seeds were exposed to C. maculatus adults and the number of eggs laid, adult emergence, damage levels, and germination success were measured. The breeding lines tended to have larger seeds than the landraces. SSD5 and SSD9 had the lowest egg counts and adult emergence, indicating greater resistance. Germination of damaged seeds was significantly lower than undamaged seeds and was higher for landraces than breeding lines. The study identified varietal resistance that could help reduce post-harvest losses from C. mac
Maize (Zea mays subsp.), known in some English-speaking countries as corn, is a large grain plant domesticated by indigenous peoples in Mesoamerica in prehistoric times. The leafy stalk produces ears which contain the grain, which are seeds called kernels. Maize kernels are often used in cooking as a starch. This document contain ...1. Structure and physiology,2. Varieties,3. Climate, soils and production areas,4. The sowing operation 5. Maintenance At crop establishment 6. Major Diseases of Maize 7. Major Insect Pest of Maize 8.Global Maize Production ,9Global Consumption of Maize and many more about Maize .
The document discusses crop ideotypes and ideotype breeding. It defines an ideotype as an ideal or model plant type designed for a specific environment to maximize yield. Ideotype breeding aims to enhance genetic yield potential through manipulation of individual plant traits. Examples of ideotypes are provided for various crops like wheat, rice, maize, barley and cotton that focus on traits like plant height, tillering ability, leaf characteristics and resistance to stresses. Factors influencing ideotypes and the steps in ideotype breeding are also outlined. Practical achievements highlighted ideotype breeding's role in the green revolution by developing semi-dwarf varieties responsive to fertilizers.
This document discusses the origin and breeding of maize. It provides three main views on the origin of maize: 1) from teosinte, 2) from pod corn through natural mutation, and 3) from a common ancestor of maize, teosinte and tripsacum. The key tool for hybrid maize seed production is detasseling, which is the removal of the male tassel from the female plant, allowing it to be pollinated in a controlled manner. Breeding objectives include increasing yield, pest and disease resistance, protein and oil content. Breeding methods include introduction, mass selection, ear-to-row, hybridization and selection, and population improvement.
Ralph Vinton Lyon Hartley (1888-1970) war ein US-amerikanischer Elektroingenieur und Mitbegründer der Informationstheorie.Er arbeitete bis 1950 an den Bell Labs. Für seine Forschungsarbeiten im Bereich der Informationstheorie und Oszillatorschaltungen erhielt er 1946 die Auszeichnung IRE Medal of Honor.
Este documento define necesidades, bienes y servicios y los clasifica de diferentes maneras. Define necesidades como la sensación de carencia de algo y las clasifica según su origen, naturaleza y relación. Define bienes como cosas materiales e inmateriales para satisfacer necesidades y los clasifica según su uso, elaboración y relación. Define servicios como actividades que satisfacen necesidades sin producir bienes materiales y los clasifica como públicos o privados y por el servicio y usuario.
Cassava Morphological Characteristics
Importance of Cassava
cassava breeding approach
importance of cassava
trait evaluation at different breeding stages
The document summarizes a seminar on pigeon pea breeding, including its achievements, challenges, and future strategies. It discusses pigeon pea's importance as a nutritional crop and describes traditional breeding approaches that have focused on developing varieties with resistance to biotic and abiotic stresses. Recent developments include identifying genetic markers for disease resistance and developing the first hybrid varieties using genetic male sterility systems, though these hybrids did not widely reach farmers due to high production costs. Moving forward, the document recommends continuing to expand genetic diversity and identify new sources of stress resistance from wild relatives to develop higher yielding pigeon pea varieties.
Pearl millet Origin, Domestication, Wild relatives, Gene Pool and Genetic Res...amvannan
1. Pennisetum glaucum, commonly known as pearl millet, is a widely cultivated crop belonging to the Poaceae family. It was domesticated approximately 4500 years ago in West Africa based on fossil evidence.
2. Pearl millet is thought to have originated from the Sahel zone of Africa. Wild relatives of pearl millet show the closest genetic relationship to cultivated pearl millet in eastern Mali through northwestern Niger, suggesting this region is the likely cradle of domestication.
3. Key traits selected during pearl millet domestication included a reduction in pedicle length and awns, paired spikelets, increased grain size, and loss of shattering. Genetic resources of pearl m
Maize Field Crop
Place of origin : Mexico.
Origin of cultivated maize
The genus Zea was previously considered as monotypic. Later on teosinte has been included Euchlaena mexicana has been changed as Zea mexicana
Another wild relative is Tripsacum (gamma grass). All the three are inter crossable.
Three views about origin
1. From Teosinte it arose. Teosinte is having cob and tassel and easily crossable. This theory was not accepted based on cytological studies.
2. Maize arose from pod corn Zea mays var. tunicata thro’ natural mutation. This view is the most accepted one. But origin of pod corn is not known.
3. All the three came from common ancestor but this common ancestor lost during evolution.
Exploitation of hybrid seed production in Vegetables by Atma ram meenaATMA RAM MEENA
The document discusses the history and development of hybrid seed production in vegetables. It notes that the first hybrid eggplant was developed in 1924 in Japan, followed by hybrids of other crops in subsequent decades. Methods for large-scale hybrid seed production were established using mechanisms like cytoplasmic male sterility, self-incompatibility, and gynoecious lines. These methods are now commercially used for many vegetable crops and have increased yields, uniformity, and stress resistance compared to open-pollinated varieties. The global hybrid vegetable seed market continues to grow due to rising world population and seed demand.
This report summarizes the presentation of a student on the cassava crop. It discusses the botanical classification of cassava, listing its scientific name as Manihot esculenta Crantz. It describes cassava's botanical characteristics such as its coned-shaped roots, erect stems, large palmate leaves, and flowers/fruit. The report also covers cassava's economic importance as a staple food and source of income in many countries, as well as its optimal climatic and soil conditions for production.
1. The document discusses heterosis breeding in cotton and maize. It provides details on the floral biology, breeding methods, and objectives for both crops.
2. For cotton, the goals are high yield, early maturity, fiber quality, disease resistance, and abiotic stress tolerance. Breeding methods include hybridization, mutation breeding, and hybrid seed production using emasculation or male sterile lines.
3. For maize, the ideal plant type has upright leaves and extended grain filling. Breeding objectives include high yield, wide adaptation, and disease resistance. Methods covered are mass selection and hybrid breeding using three-way crosses or double crosses.
1) Sugarcane yield is determined by the number of millable stalks produced and their individual weight. However, conventional sugarcane agriculture does not control intra-row spacing well, leading to sub- or supra-optimal tiller populations and poor yields.
2) The author analyzed sugarcane variety trial data from different agroclimatic zones in India and found that tiller mortality averages around 50-60% and is influenced strongly by environmental conditions. Varieties are not consistent in their tiller survival between locations or crops.
3) Experiments showed that earlier planting dates lead to higher maximum tiller numbers but also higher tiller mortality. Wider spacing between plants reduced tiller mortality compared to
Rice (Oryza sativa L. 2n = 2x = 24) is a staple food for over half of the world's populationproviding 43% of calorie. Rice yield has experienced many fold jumps since the 1950s. This happened primarily as the result of genetic improvement and increasing harvest index by reducing plant height using the semi-dwarf genes and utilization of heterosis by producing hybrids. Heterosis is the improved or increased function of any biological quality in a hybrid offspring. An offspring exhibits heterosis if its traits are enhanced as a result of mixing the genetic contributions of its parents. Genetic basis of heterosis included overdominance, dominance, and additive effects.
This document provides information about cotton breeding. It discusses the origin and distribution of cotton, the four cultivated species, and their progenitors. It describes the floral biology and breeding objectives of cotton such as high yield, early maturity, fiber quality, and disease/pest resistance. The document outlines cotton breeding procedures including introduction, selection, hybridization, heterosis breeding, and special techniques. It discusses hybrid seed production methods and challenges with using male sterile lines. The document also mentions mutation breeding, population improvement approaches used in the US, and biotechnology applications in cotton. It lists some important cotton breeding centers and popular varieties and hybrids developed.
This document discusses a study on the characterization of linseed genotypes. Some key points:
- 52 linseed genotypes were evaluated for morphological and biochemical traits including days to flowering, plant height, seed yield, fatty acid composition, and oil content.
- Analysis of variance revealed genetic variability among genotypes for all traits. High heritability and genetic advance was observed for traits like seed yield and 1000 seed weight.
- Genotypes were grouped into 8 clusters based on D2 analysis, with the largest cluster containing 19 genotypes. Days to flowering was the greatest contributor to genetic divergence.
- Correlation analysis showed yield had a strong positive association with number of branches per plant. Path analysis identified branches, 1000 seed
This document discusses sex expression in castor plants. It begins by classifying sex variants into five main types: monoecious, pistillate, sex revertant, monoecious variant with apical interspersed raceme, and uniform interspersed raceme. It then discusses how environmental factors like temperature and nutrition can influence sex expression by promoting either male or female flowers. The document further classifies pistillate lines into two main types: N-type which is governed by a single recessive gene, and S-type which is polygenic and can exhibit sex reversals. S-type pistillate lines are derived from selections within sex reversal variants. The document also describes non-reverted female pistill
Activity of callosobruchus maculatus (f.) (coleopteraAlexander Decker
This study evaluated the susceptibility of 3 bambara groundnut landraces and 3 breeding lines to infestation by the cowpea weevil (Callosobruchus maculatus). Seeds were exposed to C. maculatus adults and the number of eggs laid, adult emergence, damage levels, and germination success were measured. The breeding lines tended to have larger seeds than the landraces. SSD5 and SSD9 had the lowest egg counts and adult emergence, indicating greater resistance. Germination of damaged seeds was significantly lower than undamaged seeds and was higher for landraces than breeding lines. The study identified varietal resistance that could help reduce post-harvest losses from C. mac
Maize (Zea mays subsp.), known in some English-speaking countries as corn, is a large grain plant domesticated by indigenous peoples in Mesoamerica in prehistoric times. The leafy stalk produces ears which contain the grain, which are seeds called kernels. Maize kernels are often used in cooking as a starch. This document contain ...1. Structure and physiology,2. Varieties,3. Climate, soils and production areas,4. The sowing operation 5. Maintenance At crop establishment 6. Major Diseases of Maize 7. Major Insect Pest of Maize 8.Global Maize Production ,9Global Consumption of Maize and many more about Maize .
The document discusses crop ideotypes and ideotype breeding. It defines an ideotype as an ideal or model plant type designed for a specific environment to maximize yield. Ideotype breeding aims to enhance genetic yield potential through manipulation of individual plant traits. Examples of ideotypes are provided for various crops like wheat, rice, maize, barley and cotton that focus on traits like plant height, tillering ability, leaf characteristics and resistance to stresses. Factors influencing ideotypes and the steps in ideotype breeding are also outlined. Practical achievements highlighted ideotype breeding's role in the green revolution by developing semi-dwarf varieties responsive to fertilizers.
This document discusses the origin and breeding of maize. It provides three main views on the origin of maize: 1) from teosinte, 2) from pod corn through natural mutation, and 3) from a common ancestor of maize, teosinte and tripsacum. The key tool for hybrid maize seed production is detasseling, which is the removal of the male tassel from the female plant, allowing it to be pollinated in a controlled manner. Breeding objectives include increasing yield, pest and disease resistance, protein and oil content. Breeding methods include introduction, mass selection, ear-to-row, hybridization and selection, and population improvement.
Ralph Vinton Lyon Hartley (1888-1970) war ein US-amerikanischer Elektroingenieur und Mitbegründer der Informationstheorie.Er arbeitete bis 1950 an den Bell Labs. Für seine Forschungsarbeiten im Bereich der Informationstheorie und Oszillatorschaltungen erhielt er 1946 die Auszeichnung IRE Medal of Honor.
Este documento define necesidades, bienes y servicios y los clasifica de diferentes maneras. Define necesidades como la sensación de carencia de algo y las clasifica según su origen, naturaleza y relación. Define bienes como cosas materiales e inmateriales para satisfacer necesidades y los clasifica según su uso, elaboración y relación. Define servicios como actividades que satisfacen necesidades sin producir bienes materiales y los clasifica como públicos o privados y por el servicio y usuario.
This document contains photo credits from 12 different photographers and artists who contributed images to a Haiku Deck presentation on SlideShare. It lists each photographer or artist's name followed by the name of their photo. The document concludes by inviting the reader to get started creating their own Haiku Deck presentation.
This document appears to be a presentation about agile and continuous delivery practices. It discusses how agile practices provide the foundation for continuous delivery. Continuous delivery aims to improve business value through reducing time to market and improving product quality. The presentation outlines some of the key disciplines involved, including agile methods, craftsmanship in building robust code, and DevOps collaboration between development and operations teams.
Jaki alarm warto zamontować w domu? http://www.szuster.net.pl/elektryka-instalacje, http://www.szuster.net.pl/odkurzacz-centralny, http://www.szuster.net.pl/automaty-nap%C4%99dy-do-bram,
Gina Weldon has experience in communications, marketing, retail buying, and visual merchandising. She has worked in PR/marketing for a floral design company, as a buyer for a vintage clothing store, and as a visual merchandising assistant for Doc Martens. She also completed internships in marketing, showroom work, and art history. Weldon attended St. John's University for public relations and graphic design and has skills in computer programs, languages, and the arts.
Effect of time and proportion of leaf harvest on pest, forage and root yields...Agriculture Journal IJOEAR
Dearth of knowledge exists regarding the leaf harvest intensity and frequency thresholds that support optimum forage and fresh storage root yields in Sierra Leone. A study was carried out to assess the effects of leaf harvesting time and proportion on Cylas puncticollis infestation, growth and yield of sweet potato in the inland valley swamp and upland ecologies of Njala. Treatment combinations comprised of two varieties ("Kabia" and "Gbanie"), four leaf harvest regimes: 0, 30 60 and 90 days after planting (DAP); and four-leaf harvest intensities (0, 25, 50 and 100%). The experiment was laid out in a randomized complete block design (RCBD) with three replications. Data collected included Cylas puncticollis severity on vines and storage roots, root dimensions and numbers, fresh foliage and storage root yields. The results revealed that leaf harvesting twice at 25 and 50% contributed more to optimum forage and storage root yields and related attributes of sweet potatoes compared to other treatments. The present study suggests that good agronomic management of sweet potato that supports optimum forage and storage root yields should be selected to meet the dual purpose for which it is grown. These findings serve as good guide for incorporation of leaf harvesting time, proportion of leaf harvest in germplasm assessment and new population development objectives.
This study investigated genetic variability and divergence among five provenances of Faidherbia albida based on seed traits and germination. Seed length, width, thickness and weight were measured and a germination test was conducted. Significant differences were found among provenances for all seed traits except thickness, indicating genetic variability. Heritability for all traits was high, suggesting selection based on morphology can be effective. Principal component and cluster analyses separated provenances into three distinct clusters correlated with rainfall and altitude of origin. High genetic variation and heritability for seed traits makes them suitable for selection and breeding of F. albida provenances.
A Study of Paddy Crop Grown in Polluted Irrigated Waterijtsrd
This document summarizes a research article on the effects of polluted irrigation water on paddy crops. It discusses rice as a staple crop in Asia and introduces the objectives of the research study, which examines the morphological and cytological parameters of paddy crops. The document provides background on rice varieties commonly grown in India, including Basmati rice. It also reviews previous literature on water pollution and its impacts on agriculture.
A field experiment was conducted to study the effects of plant spacing and phosphorus rates on yield related traits and yield of faba bean (Viacia faba L.) at Farmers Training Center, Duna District during 2015 summer cropping season. Three intra-rows spacing (5, 10 and 15 cm), three inter-rows spacing (30, 40 and 50 cm) and three phosphorus rates (0, 46 and 92 kg/ha) were tested. The experiment was laid out as a randomized complete block design (RCBD) and was replicated three times. Improved faba bean variety (Degaga) was ued as test crop. Phenological growth parameters yield and yield related data were collected and their ANOVA was analyzed using GenSta 5th edition and while treatment means were significantly different, they were separated using Least Significant Difference (LSD) at 5% probability level. There was highly significant (P<0.01) effect of the highest rate of phosphorus (92 kg P2O5 ha-1) on days to flowering, days to maturity, leaf area index, effective nodules per plant, plant height , primary tillers plant-1, seeds pod-1, hundred seed weight, grain yield, above ground dry biomass and harvest index. Significantly lowest days to flowering (54.3 days) after emergence and highest plant height (105.63 cm), leaf area (1073 cm2), seeds pod-1(3.57), grain yield (2633 kg ha-1), dry biomass (8108kg ha-1) and harvest index (32.47) were obtained from the highest rate of P (92 kg P2O5 ha-1). For all inter-rows spacing, the leaf area, number of primary tillers, pods plant-1, seeds pod-1 and hundred seed weight were increased as intra-row spacing increase and the highest leaf area (1084 cm2), primary tillers (2.99) and hundred seed weight (54.59 g) were obtained from the widest (50 cm) inter-row spacing, while the highest effective nodules (59.56) and leaf area index (3.51) were resulted from the narrowest (30 cm) inter-row spacing. On the other hand, the interaction effects of inter and intra-row spacing significantly influenced, number of pods plant-1, number of seeds pod-1, above ground dry biomass, grain yield and harvest index. The 30 cm inter-row by 15 cm intra-row spacing gave the highest grain yield (2495 kg ha-1), harvest index (35.79%) and pods plant-1(19.68) whereas the highest dry biomass (8738 kg ha-1) was obtained from 30 cm x 5 cm spacing combination. Thus, it can be concluded that application of 92 kg P2O5 ha-1 rate of phosphorus at 30 x 15 cm spacing combination proved to be superior with respect to grain yield in the study area. However, further study at least for one more cropping season under different soils is required to reach at conclusive recommendation.
Millet research status and breeding program mes in Nepalhari paneru
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2. Inheritance of ‘domestication’ traits in bambara groundnut
(Vigna subterranea (L.) Verdc.)
Shravani Basu Æ Sean Mayes Æ Michael Davey Æ
Jeremy A. Roberts Æ Sayed N. Azam-Ali Æ
Richard Mithen Æ Remy S. Pasquet
Received: 1 December 2006 / Accepted: 1 March 2007 / Published online: 24 March 2007
Ó Springer Science+Business Media B.V. 2007
Abstract Controlled crosses in bambara ground-
nut were attempted between a range of thirty-six
bambara groundnut landraces (thirty domesti-
cated (V. subterranea var. subterranea) and six
wild (V. subterranea var. spontanea)). Ten F1 seed
were produced. Of these, eight germinated pro-
ducing F2 populations. On seed set, four popula-
tions could be unambiguously confirmed as true
crosses by F3 seed coat colour. A single F2
population, derived from a domesticated landrace
from Botswana (DipC; female parent) crossed
with a wild accession collected in Cameroon
(VSSP11; male parent) was used to study a range
of agronomic and domestication traits. These
included; days to emergence, days to flowering,
internode (fourth) length at harvest, number of
stems per plant, leaf area, Specific Leaf Area
(SLA), Carbon Isotope Discrimination (CID),
100 seed weight, testa colour and eye pattern
around the hilum. On the basis of variation for
internode length and stems per plant, 14 small F3
families were selected and grown under field
conditions to further investigate the genetic basis
of the ‘spreading’ versus ‘bunched’ plant charac-
ter, a major difference between wild and culti-
vated bambara groundnut. Results presented
suggest that traits including leaf area, SLA, CID
and 100 seed weight are controlled by several
genes. In contrast, the variation for traits such as
internode length, stems per plant, days to emer-
gence and seed eye pattern around the hilum are
likely to be under largely monogenic control. The
results of this work are discussed in relation to the
domestication of bambara groundnut.
Keywords Bambara groundnut Á
Domestication Á Landraces Á Plant breeding Á
Trait inheritance Á Vigna subterranea
Introduction
Bambara groundnut is an important food legume
grown widely in semi-arid Africa and is closely
related to cowpea (Vigna unguiculata) with which
it shares much of its area of cultivation and
origins of genetic diversity. In much of Africa,
bambara groundnut is the third most important
legume after groundnut (Arachis hypogaea) and
cowpea (Sellschop 1962) and has a significant
S. Basu Á S. Mayes (&) Á M. Davey Á
J. A. Roberts Á S. N. Azam-Ali
School of Biosciences, University of Nottingham,
Sutton Bonington Campus, Loughborough,
Leicestershire LE12 5RD, UK
e-mail: sean.mayes@nottingham.ac.uk
R. Mithen
Plant Food For Health Protection, Institute of Food
Research, Colney Lane, Norwich NR4 7UA, UK
R. S. Pasquet
ICIPE - IRD, P.O. Box 30772, Nairobi, Kenya
123
Euphytica (2007) 157:59–68
DOI 10.1007/s10681-007-9396-4
3. advantage in that it is well adapted to prolonged
periods of drought. The ability to produce a yield
under conditions where groundnut, the South
American equivalent widely introduced into
Africa, may fail completely is important for food
security (Linnemann and Azam-Ali 1993). It is
nutritionally superior to other legumes and is the
preferred food crop of many local people (Linne-
mann 1990; Brough and Azam-Ali 1992) being a
rich source of protein (16–25%). Its seeds are of
economic importance and command a high mar-
ket price, with demand far outweighing supply in
many areas (Coudert 1982). Drought tolerance,
coupled to good resistance to pests (Obagwu
2003), adaptation to poor soils and nitrogen-fixing
ability also make it a sustainable component of
food security for Africa. In addition to its tradi-
tional and continuing importance in Africa, it is
also being trialled for introduction into India,
where similar problems, particularly with water
availability, also exist (MS Basu pers. comm. and
EU Framework Programme 6 ‘Bamlink’). The
International Institute for Tropical Agriculture
(IITA; Nairobi) holds the germplasm mandate for
this crop, but CGIAR centres do not currently
have a research mandate.
Bambara groundnut consists of two botanical
forms; var. spontanea comprising the wild forms,
which are restricted to an area from Nigeria to
Sudan, with a centre of diversity around Camer-
oon, and var. subterranea comprising the culti-
vated forms, found in many parts of the tropics
and particularly sub-Saharan Africa. The chro-
mosome number in both wild and cultivated
plants is 2n = 22 (Frahm-Leliveld 1953).
In the absence of established varieties, farmers
in Africa (largely marginal and subsistence) grow
locally adapted landraces. The landraces are
expected to consist of multiple inbred lines, as
the species is believed to be cleistogamous.
Evidence supporting this has come through the
use of Amplified Fragment Length Polymorphism
(AFLP) DNA markers (Massawe et. al. 2002;
Ntundu et al. 2004). This mixture of adapted
genotypes would be expected to result in an
enhanced capacity to tolerate biotic and abiotic
stress under low input agricultural systems and
harsh environmental conditions (Zeven 1998) but
it may also be a significant constraint to potential
yields in higher input farming. Relatively high
genetic identity between wild and domesticated
forms suggests that wild bambara groundnut
(Vigna subterranea var spontanea) is likely to be
the true progenitor of cultivated types (Pasquet
et al. 1999). Bambara groundnut is characterized
by a higher genetic diversity in wild material than
domesticated forms which makes the spontanea
forms important potential sources of beneficial
genes for bambara groundnut breeding and
improvement (Pasquet et. al. 1999).
Bambara groundnut landraces have a compact
well-developed tap root and many short lateral
stems on which the leaves are borne. The leaves are
trifoliate, the petiole is long, stiff and grooved, and
the base is green or purple in colour. In contrast,
wild forms have limited numbers of elongated
lateral stems, no clear tap root, with pentafoliate
leaves being reported (Swanevelder 1998). This
leads to wild accessions adopting a ‘spreading’
rather than a ‘compact’ habit. Flowers in both wild
and cultivated species are produced on hairy
peduncles from the stem nodes. In domesticated
landraces, this leads to a clustering of the pods at
the base of the plant, while in wild forms, pods form
along the length of the elongated stems. Upon
fertilisation, the peduncle elongates to bring the
fertilised ovary to or below the soil surface, in a
similar way to groundnut. However, unlike
groundnut, darkness is not a prerequisite for pod
formation. Instead, the apical end of the peduncle,
which bears the ovary with the fertilised ovules,
expands into a pod close to or just below the soil
surface. The pods are spherical or oval in shape and
may contain only one seed, although pods with two
seeds are also common in some landraces (Rassel
1960; Pasquet and Fotso 1997). Mature pods are
indehiscent and range from cream/yellow to red-
dish or dark brown in colour (Massawe et. al. 2004).
A major difference between wild and cultivated
forms is seed size, with wild seeds generally small
(9–11 mm) while domesticated seeds are larger
(11–15 mm), although there is also considerable
variation between landraces. Hepper (1963) also
reported that the germination of the cultivated
form is more rapid than that of the wild form
(typically 15 days compared to 31 days or longer),
and that the rate of germination is more uniform in
the cultivated form, being erratic in the wild form.
60 Euphytica (2007) 157:59–68
123
4. Both of these features are likely to represent
selections to facilitate cropping of the species and
important steps in the domestication process.
Flowering in both var spontanea and var subterra-
nea starts 30–35 days after emergence and may
continue until the end of the plant’s life. However,
at least in the cultivated forms examined by
Linnemann and Azam-Ali (1993) and Linnemann
(1994), the swelling of fruit (i.e. pod filling) requires
a minimum photoperiod of 12 h. The photoperi-
odic requirements of wild forms of bambara
groundnut for pod filling has not been reported in
the literature.
The domestication of a crop involves two
major steps; the initial development of altered
plant architecture and ‘harvestability’ traits (to
recruit the wild ancestor into a ‘landrace’ form
compatible with farming) and the subsequent
development of specific cultivars (i.e. cultivated
varieties) of known genotype from landrace
progenitors. In this paper, we report work to
examine the genetic basis of a number of the first
class of domestication traits in bambara ground-
nut (V. subterranea (L) Verdc.). We also report
the results of the first ever successful controlled
crosses, i.e. the second requirement to fully
domesticate a species as a modern crop. Despite
the potential of bambara groundnut as a crop, the
lack of artificial pollination has prevented the
final step in domestication being achieved. This
has prevented the establishment of plant breeding
programmes based on hybridisation and selection.
In the present study the inheritance of a
number of plant morphology traits were exam-
ined in F1 hybrids and a segregating F2 population
obtained from a cross between a wild and a
domesticated bambara groundnut. The impor-
tance of such developments to permit the full
exploitation of this key underutilised African
legume is discussed.
Materials and methods
Plant material
Thirty bambara groundnut landraces from differ-
ent areas of Africa, together with six wild acces-
sions from Cameroon, were grown and artificial
cross-pollination attempted in different combina-
tions (Basu et al. 2003; Massawe et. al. 2004).
Eight mature F1 seeds were germinated, grown
and allowed to self-pollinate to produce F2 seed.
A further two F1 seeds failed to germinate.
Fidelity was assessed by examining the F2 seed-
coat colour with four of the eight population
confirmed as derived from true crosses. One of
these confirmed F2 populations generated was a
wide cross, derived by hybridising a bambara
groundnut landrace (DipC; a cream seeded type
collected at Diphiri, Botswana) with a wild
accession (VSSP11; collected from North Wes-
tern Cameroon). This was selected for further
study. F2 plants from this cross were established
in a glasshouse of the Tropical Crops Research
Unit (TCRU), University of Nottingham, Sutton
Bonington Campus, during 2002–2003. Of one
hundred and forty-seven F2 seed, 100 individual
F2 plants were trait recorded and further allowed
to self-pollinate, producing F3 seeds.
F3 families were selected on the basis of
spreading versus bunched habit in the F2, were
grown in the field in Swaziland (26 30 S, 31 30 E)
under non-limiting water conditions and were
scored for a range of morphological traits.
The TCRU growth conditions
Each of the five TCRU glasshouses has a total
cropping area of 32 m2
divided into two plots
within which stands of up to 400 plants can be
grown under uniform conditions of soil, atmo-
spheric moisture and air temperature. The soil
within each plot is separated by a 1.25 m deep
butyl liner from the external water table sur-
rounding the glasshouses. The F2 plants were
grown at a constant 12 h photoperiod and 28°C
temperature with an amplitude of ±5°C (33–23°C,
day and night, respectively) under non-limiting
soil moisture conditions provided by trickle seep
hoses attached to an irrigation system.
Traits recorded
Days to emergence was recorded as the number of
days from sowing to two (fully-expanded) leaves.
Days to flowering was recorded from the time of
emergence to first flowering. Internode length was
Euphytica (2007) 157:59–68 61
123
5. measured as the average length of the fourth
internode of three stems in each individual F2
plant and was recorded at harvest. Based on the
number of leaflets in a compound leaf of bambara
groundnut, two primary types were identified:
trifoliate leaf: a three-leaflet structure occurring in
all landraces and pentafoliate leaf: a five-leaflet
structure found in combination with trifoliate and
‘dented’ leaves and characterising the wild acces-
sion ‘VSSP11’. Leaf area (cm2
), based on the
average leaf area of 10 leaves per F2 plant grown
under the uniform conditions of the TCRU
glasshouse and measured using a Leaf Area
Meter (Licor 3000, Licor, USA). Specific Leaf
Area (SLA; cm2
g–1
) was calculated from leaf
area divided by dry weight average of the 10
leaves collected from each F2 plant (oven dried at
70°C for two days). The dried leaves were then
finely ground using a motor grinder to pass
material through a sieve of 300 mesh for CID
(Carbon Isotope Discrimination) analysis of leaf
D13
C (Farquhar et al. 1984; Condon et al. 2004).
The D13
C was determined in dried leaf powder
using Isotope Ratio Mass Spectrometer (IRMS),
at the National Facility, Department of Crop
Physiology, University of Agricultural Sciences,
Bangalore, India. The IRMS was interfaced with
an elemental analyser through a continuous flow
device to determine the stable isotope ratios on a
continuous flow basis. Carbon isotope fraction-
ation values were computed in relation to Pee
Dee belemnite (PDB) standards and expressed as
per mil (%O) (Ehleringer and Osmond 1989).
Testa colour and hilum pattern were recorded
within two months of harvest and were divided
into three subgroups described in the ‘Descriptors
for Bambara Groundnut’ (IPGRI and IITA
2000). 100-seed weight (g) was calculated from
seed samples taken within two months of harvest
(at 12% moisture content, after oven-drying for
2 weeks at 35°C).
Trait analysis
Traits were examined for consistency with a
Normal distribution (using an Anderson Darling
Normality test) and discontinuous distributions
were tested against specific hypotheses using a v2
test. Correlations between traits were examined
by Pearson Product Moment Correlation
(Stephens 1974; Snedecor and Cochran 1989).
Results
The F1 hybrids
A total of eight F1 seed were followed into the F2
generation, to try to confirm hybrid status
through the use of seed coat colour in the
subsequent generation (it being a maternal char-
acter). Four of these could be unambiguously
‘confirmed’ as hybrids (see Table 1) and a further
four were ‘inconclusive’. Another two F1 seed
failed to germinate. The DipC · VSSP11 cross
was chosen for further analysis, as it represented a
cross between a cultivated landrace and a wild
collection. All crosses between domesticated
plant types (including ‘inconclusive’ ones) gave
the bunched, short internode length plant types,
as expected.
The successful hybridisation between ‘DipC’, a
cultivated, non-spreading/bunched type and
‘VSSP11’ a wild, spreading type, resulted in a
spreading type F1 hybrid, with more leaves, pods
and seeds than ‘VSSP11’ (see Fig. 1). This argues
for at least partial dominance of the ‘spreading’
habit over the ‘compact’ plant habit.
Plant traits
Days to emergence recorded in the F2 population
showed a non-normal distribution pattern
(Anderson Darling Normality test (AD);
P = 0.00). Sixty-seven plants emerged before
30 days, with the remaining twenty-four plants
emerging between 35 days and 67 days. The
overall pattern would be consistent with a single
dominant gene for rapid emergence (3:1 segrega-
tion, v2
= 0.06 < 3.84; 1 df). However, substruc-
ture was also observed within the late emergence
class, which suggests other genes may have minor
effects.
Days to flowering, internode length and stems
per plant all showed non-normal distributions
(AD; P = 0.000; P = 0.022; P = 0.000, respec-
tively). Grouping stems per plant into three
probable classes suggested by the trait distribution
62 Euphytica (2007) 157:59–68
123
6. and parental phenotypes (fewer than 8 stems/
plant; 9 to14 stems/plant; 15 or more stems/plant)
a possible 1:2:1 segregation pattern was observed,
consistent with a v2
test (P = 0.03 < 5.99; 2 df).
The results suggest a largely co-dominant control
of this trait in the present cross. The bimodal
distribution of internode length (Fig 2a) is also
suggestive of a single gene with long internodes
Table 1 Assessment of hybrid status using the seed coat colour
Parents of hybrid Seed coat colour Hybrid
status
Male
parent
Female
parent
Male parent Female parent F1 F2
1 KabCa4 Dod R Cream Red Red Red Inconclusive
2 AHM 968 Tiga Nicaru Light brown Cream No germination – –
3 Dod R SB 4-2 Red Cream Cream Cream Inconclusive
4 Dod R OM1 Red Cream with
black winged
eye
Cream with
black winged
eye
Cream with
black winged
eye
Inconclusive
5 AHM 753 SB4-2 Red Cream Cream Cream Inconclusive
6 VSSP11 DipC Light brown
with dark brown
spots
Cream Cream Dark purple Confirmed
7 Ramayana SB4-2 Black Cream Cream Black Confirmed
8 Ramayana Namibia
black
Black Black No Germination – –
9 DipC Swazi red Cream Red Red Dark purple Confirmed
10 Ramayana Uniswa
cream
Black Cream Cream Black Confirmed
Fig. 1 DipC female
parent (var
subterranea) · VSSP11
male parent (var
spontanea) and the
derived F1 hybrid
Euphytica (2007) 157:59–68 63
123
7. being dominant (internode <8 cm, internode
>8 cm; v2
= 0.564 < 3.84; 1 df) which would also
be consistent with the observed dominance of
long internodes in the F1 plant.
The expression of pentafoliate and/or dented
leaves was observed clearly in 52 plants, whereas
the expression of only trifoliate leaves was
observed clearly in 39 plants. The hypothesis of
single gene control for leaf morphology can be
tentatively rejected (v2
= 4.58 > 3.84; 1 df).
Leaf area, SLA and CID showed normal distri-
butions in the F2 population (AD: P = 0.347, 0.237
and 0.638 respectively). CID also showed signifi-
cant transgressive segregation (Fig 2b).
Seed characters
Wide variation for 100-seed weight (10–80 g) was
observed in the F2 population, with consistent
seed size within individual F2 plants. This trait
appeared normally distributed (AD: P = 0.064).
The F2 seeds had a non-parental phenotype for
testa colour. The segregation of this trait was
studied in the F3 generation of seeds obtained by
self-fertilization of the F2 plants (as the trait is
maternally inherited). In the 90 F2 plants studied
for testa colour, 23 plants had cream testa, 58 had
dark purple testa, and only nine plants had a light
brown testa with dark brown spots. The hypoth-
esis that this trait segregates in a 1:2:1 ratio
indicative of co-dominance was rejected on the
basis of v2
test value (v2
= 11.86 > 5.99; 2 df). The
hilum eye pattern associated with the landrace
‘DipC’, was absent in the wild accession ‘VSSP11’
and also in the F2 seeds derived from the cross
between them. A segregation ratio of 23: 67
(presence of eye: absence of eye) was observed in
the F3 generation of seeds consistent with a single
recessive gene (v2
= 0.01 < 3.84; 1 df).
Associations between traits
A series of Pearson’s correlations were performed
to better understand any associations and inter-
actions among the traits studied in the cross. The
most significant correlations are given in Table 2.
Days to emergence was negatively correlated to
SLA and CID (–0.412, P = 0.000; –0.614,
P = 0.000, respectively), with a positive correla-
tion between SLA and CID (0.323, P = 0.003).
CID was further correlated with 100 seed weight
Fig. 2 (a) Trait distribution of internode length (cm) in the
F2 population. (b) Trait distribution of CID, showing
transgressive segregation in the progeny
Table 2 Significant Pearson Correlation between scored
traits in the F2 population
Trait A Trait B Correlation Significance
Emergence SLA –0.412 0.000
CID –0.614 0.000
Days to
flowering
Internode
length
–0.359 0.001
Leaf area –0.414 0.000
100 seed
weight
–0.310 0.005
Internode
length
Stems/plant –0.262 0.012
100 seed
weight
0.318 0.003
Leaf area 100 seed
weight
0.238 0.029
SLA CID 0.323 0.003
CID 100 Seed
weight
0.562 0.000
64 Euphytica (2007) 157:59–68
123
8. (0.562, P = 0.000). Days to flowering was nega-
tively correlated to internode length, leaf area and
100 seed weight (–0.359, P = 0.001; –0.414,
P = 0.000; –0.310, P = 0.005, respectively) with
internode length negatively correlated to stems
per plant (–0.262; P = 0.012) and positively cor-
related to 100 seed weight (0.318, P = 0.003).
Overall, the correlations are as expected, with
phenological (i.e. developmental) traits (days to
emergence and days to flowering), having signif-
icant negative effects on morphological (i.e.
growth) traits (internode length, leaf area, 100
seed weight). An exception to this is the negative
relationship between internode length and stems
per plant which could be the result of limited
growth resources available to the plant during
development.
Investigating the relationship between stems per
plant and internode length in the F3 generation
The ‘spreading’ habit compared with the ‘bunch-
type’ is a major difference between wild material
and most cultivated material. To try to under-
stand the basis for this trait further, 14 F2 plants
were selected for differences in the above traits
and six seeds grown from the F3 generation for
each plant (Fig 3 and Table 2). While the limited
numbers that could be grown make detailed
analysis unfeasible for traits within F3 families,
initial scoring within and across families was used
to provide an indication for trait inheritance.
In the F2, a significant negative correlation
was observed between internode length and
stems per plant (–0.262; P = 0.012). However,
as Fig. 3 shows and as is detailed in Table 2,
there were plants which showed potentially
recombinant morphotypes; Recombinant I –
high internode length, high stems per plant- and
Recombinant II – low internode length, low
stems per plant. Examining F3 families from the
non-recombinant forms suggested that the neg-
ative correlation observed within the F2 between
internode length and stems per plant was main-
tained in the F3 family means (–0.356; ns),
However, for the recombinant families, the
correlation between internode length and stems
per plants was no longer present, in contrast
to the F2 results (0.08; ns). This could be
indicative of genetic linkage between the two
traits. Days to emergence was also seen to
segregate within families and between families,
For example; F3(52) and F3(54) both showed
consistent, rapid, emergence (25.3 and 22.7 days
average; 14–26 and 20–27 days range, respec-
tively) some showed mixed emergence dates -
F3(15)(32.5 days average; 15 to 52 days range)
and one family showed consistently late emer-
gence – F2 (20)(49.6 days average, 47 days–
51 days range). Taken across all F3 families,
individual emergence times confirmed the trend
seen in the original F2, with a 3:1 segregation for
early to late (v2
= 0.025; ns; 1 df). Erratic seed
emergence is undesirable in a crop and is usually
lost during domestication. This would support
the division observed in the F2 and argue for a
strong genetic control of this trait. The develop-
ment of a spreading, high stem number mor-
phology could also potentially be of interest for
plant breeding in bambara groundnut and pro-
vides an interesting parallel with cultivated
forms of peanut (Archis hypogaea) in which
more primitive alternate branched forms (runner
and spreading bunch) and more recent sequen-
tial branched forms (erect bunch) provide
contrasting agronomic options for different envi-
ronments. Semi-bunch types are already held
within germplasm collections, but fully spreading
material is associated with wild accessions, yet
may become important in breeding programmes
for harsh environments (Table 3).
25155
15
10
5
0
stems/plant
)mc(htgneledonretnI
25155
stems/plant
)mc(htgneledonretnI
DipC
‘Recombinant’ phenotypes II
VSSP11
‘Parental’ phenotypes‘Recombinant’ phenotypes I
‘Parental’ phenotypes
Fig. 3 Plot of internode length against stems per plant and
identification of possible lines for field planting in
Swaziland as small F3 families
Euphytica (2007) 157:59–68 65
123
9. Discussion
The adaptation of a wild progenitor to a useful
‘crop’ involves a number of developmental and
phenological changes which facilitate farming.
These include; limited seed dormancy, even
emergence, modified/compact plant architecture,
non-shattering seed and free-freshing grain (Har-
lan 1992; see Salamini et al. 2002). In addition to
domestication changes per se, domesticated crop
species are also likely to need to be adapted to
local conditions, through such adaptive genes as
vernalisation requirement and photoperiod-sensi-
tivity (see Paterson 2002).
The development of a number of controlled
crosses in bambara groundnut and the detailed
examination of an initial wild · cultivated bam-
bara groundnut cross and subsequent F2 and F3
material is an important step in beginning to
understand the genetic basis of the domestication
events in this species, as well as to facilitate the
other major aspect of full domestication of a crop
species – plant breeding programmes based on
controlled crossing events.
In maize, it is clear that relatively few gene
changes are needed to permit this domestication
process. A controlled cross between teosinte and
maize allowed analysis of the subsequent F2
population and suggested that only five genomic
regions were involved in changes needed to
‘convert’ teosinte to maize (Doebley et al.
1990). A similar situation has been described by
Peng et al. (2002) for Durum wheats, where 7
‘Domestication Syndrome Factors’ were identi-
fied.
Our initial investigation into bambara ground-
nut domestication suggests that the major mor-
phological difference between spontanea and
subterranea types (spreading or compact plant
habit) is under the control of a relatively limited
numbers of genes. The major components of this
habit, internode length and stems per plant, both
show segregation patterns in the F2 population
which are consistent with monogenic inheritance
in this cross. For stems per plant a single gene co-
dominant for stem number, and for internode
length a single gene dominant for long internodes,
could be postulated to explain the majority of the
variation present. Examining the F2 population
and selected F3 families suggests that recombi-
nant forms (Recombinants I + II) were also
formed in the F2. In the small F3 families, a
negative correlation (although not statistically
significant) between these traits was observed in
the DipC and VSSP11 (‘parental’) types, as
observed in the F2. However, this negative cor-
relation was no longer observed in the Recombi-
nant I + II F3 families, suggesting that the
coupling between these two main determinants
of ‘landrace’ versus ‘wild’ morphology can be
broken and a potentially significant range of
spreading material developed into domesticated
varieties, as had been achieved in Archis hypo-
gaea.
The postulation that days to emergence could
be largely controlled by a single gene dominant
for early emergence, as was observed in the F2
and F3 generations, may also be a reflection of
how cultivated landraces have lost their ability to
stagger seed emergence – a trait which is essential
to establishing a seed bank for wild species
survival, but clearly detrimental to commercial
cultivation.
Leaf area, SLA, CID and 100 seed weight were
clearly multigenic. That there is significant trans-
gressive segregation for CID is interesting,
although it may also be a reflection of significant
morphological variation within this cross, rather
than a true indicator of useful differences in water
use efficiency for breeding programmes.
Table 3 Individual F2 plant data used to select small F3
families for growth in Swaziland
Parental class F2 plant
number
Internode
length (cm)
Stems per
plant
‘DipC’ 79 5 20
92 5.2 19
‘VSSP11’ 2 13.5 7
16 11.5 5
39 13.5 5
80 12.5 8
98 13.5 8
‘Recombinant I’ 44 1.9 11
52 4.2 11
95 5.4 8
‘Recombinant II’ 20 12.2 26
41 11.8 20
93 15.9 25
94 11 23
66 Euphytica (2007) 157:59–68
123
10. Conclusions
The first controlled crosses and the first intraspe-
cific hybrid between a wild and cultivated bam-
bara groundnut accession were developed under
the scope of the present study. Many contrasting
traits in plant morphology and agronomic traits
were studied for the first time leading to a better
understanding of the number of genes controlling
these traits, their inheritance and segregation.
This gives a key insight into how this species was
domesticated and perhaps more importantly, the
ease with which new genes could be introduced
into cultivated material. As has been discovered
for other species where such studies have been
possible, such as maize and wheat, the basic
changes in plant morphology between domesti-
cated and wild progenitors are often controlled by
a limited number of genes. Here, the switch
between the spreading wild type and the bunch
type is likely to be largely under the control of
two genes, with variation in internode length being
the most important.
Good water-use efficiency and tolerance to
periods of drought will be essential to future
farming in many countries. The development of a
method of controlled crossing is key to the
production of varieties of bambara groundnut.
Such genetic improvement from landraces to
varieties will ensure that bambara groundnut
plays an enhanced role in sustainable farming in
Africa, with the potential for introduction into
India and even Europe.
Acknowledgements The authors would like to
acknowledge the provision of CID data from the
individual F2 samples by Prof. M. S. Sheshshayee,
University of Agricultural Sciences, Bangalore
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