This document discusses breeding methods for improved drought tolerance in major crops like maize, sorghum, and redgram. It begins with definitions of drought and describes past and present drought trends. It then discusses the effects of drought on various crops and their response mechanisms. Various sources of drought tolerance are identified in wild relatives. The genetics and quantitative trait loci governing drought tolerance are described for different crops. Methods for creating drought environments, phenotyping traits, and conventional and molecular breeding approaches for developing drought tolerant varieties are explained. Promising drought tolerant varieties and future strategies are also mentioned.
This presentation gives the insight idea about drought and its effect on the plant system also talks about development of drought-tolerant variety for ensuring food security.
The document describes two case studies on breeding for drought resistance in rice. The first case study details a crossing program between a drought tolerant donor variety (Nagina 22) and three susceptible varieties (Swarna, IR64, MTU1010). QTL analysis identified a major QTL (qDTY1.1) on chromosome 1 that increased yield under drought stress in the progenies. The second case study describes a crossing between a susceptible (Danteshwai) and tolerant landrace (Dagaddeshi) followed by QTL mapping, which identified 20 QTL for yield under different drought conditions, with some located on chromosomes 1, 3 and 11. The identified QTL and genomic regions can help breed
Drought stress Effects and Breeding StrategiesDr. Nimit Kumar
The document discusses the effects of drought stress on plants and breeding strategies to improve drought tolerance. It describes how drought stress reduces growth, photosynthesis, protein content, and nitrogen, phosphorus and potassium uptake in plants. Drought stress also decreases chlorophyll content, total soluble sugars and carbohydrates. The document outlines different strategies plants use to cope with drought, including drought escape, dehydration avoidance, and dehydration tolerance. It emphasizes that drought stress is a major abiotic stress that reduces crop yields worldwide and discusses approaches plant breeders use to develop drought tolerant crop varieties.
The document discusses breeding crop plants for resistance to drought and waterlogging. It describes various mechanisms of drought resistance including drought escape, avoidance, and tolerance. Features of drought resistant plants like early stomatal closure, waxy leaves, and extensive root systems are outlined. Breeding methods for developing drought resistance include selecting plants from drought prone areas and developing varieties with short duration, deep roots, and other drought tolerant traits. The effects of waterlogging and ideotypes for flooded areas are also mentioned.
Drought tolerance in plants involves three main mechanisms: morphological, physiological, and genetic/molecular. Morphological mechanisms include drought escape and avoidance strategies like early reproduction or reduced water loss through waxy leaves. Physiological mechanisms regulate water use and loss, like stomatal closure and osmotic adjustment. Genetic and molecular mechanisms change gene expression, upregulating genes that produce proteins protecting cells from stress and regulating hormone signaling and transcription factors that control stress response pathways. Together these overlapping mechanisms help plants adapt and survive periods of low water availability.
Drought and heat are major abiotic stresses that negatively impact plant growth and productivity. Drought stress reduces photosynthesis and induces stomatal closure and changes in gene expression and metabolism. Plants have developed various tolerance mechanisms including escape, avoidance, and tolerance. At the molecular level, plants respond to stresses through signaling pathways, changes in hormone levels like ABA, and expression of genes that encode protective proteins and osmoprotectants. Molecular responses are regulated by transcription factors that control stress-related gene expression. Engineering stress tolerance genes into crops holds promise to improve abiotic stress resistance.
This topic gives the wide range in understanding the advances for managing the abiotic stress that occurs in the pulse crops like pigeonpea,mungbean,chickpea etc.
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENTRonikaThakur
This document describes speed breeding, a technique that uses controlled growing conditions like extended photoperiod and precise temperature and humidity to rapidly advance plant generations. It allows generating up to 6 wheat generations per year. Case studies show speed breeding reduced time to flowering for several crops by half compared to normal glasshouse conditions. Speed breeding provides opportunities to combine with genomic selection and genome editing to accelerate crop improvement. Challenges include different crop responses and initial investment costs, but it can significantly shorten breeding cycles.
This presentation gives the insight idea about drought and its effect on the plant system also talks about development of drought-tolerant variety for ensuring food security.
The document describes two case studies on breeding for drought resistance in rice. The first case study details a crossing program between a drought tolerant donor variety (Nagina 22) and three susceptible varieties (Swarna, IR64, MTU1010). QTL analysis identified a major QTL (qDTY1.1) on chromosome 1 that increased yield under drought stress in the progenies. The second case study describes a crossing between a susceptible (Danteshwai) and tolerant landrace (Dagaddeshi) followed by QTL mapping, which identified 20 QTL for yield under different drought conditions, with some located on chromosomes 1, 3 and 11. The identified QTL and genomic regions can help breed
Drought stress Effects and Breeding StrategiesDr. Nimit Kumar
The document discusses the effects of drought stress on plants and breeding strategies to improve drought tolerance. It describes how drought stress reduces growth, photosynthesis, protein content, and nitrogen, phosphorus and potassium uptake in plants. Drought stress also decreases chlorophyll content, total soluble sugars and carbohydrates. The document outlines different strategies plants use to cope with drought, including drought escape, dehydration avoidance, and dehydration tolerance. It emphasizes that drought stress is a major abiotic stress that reduces crop yields worldwide and discusses approaches plant breeders use to develop drought tolerant crop varieties.
The document discusses breeding crop plants for resistance to drought and waterlogging. It describes various mechanisms of drought resistance including drought escape, avoidance, and tolerance. Features of drought resistant plants like early stomatal closure, waxy leaves, and extensive root systems are outlined. Breeding methods for developing drought resistance include selecting plants from drought prone areas and developing varieties with short duration, deep roots, and other drought tolerant traits. The effects of waterlogging and ideotypes for flooded areas are also mentioned.
Drought tolerance in plants involves three main mechanisms: morphological, physiological, and genetic/molecular. Morphological mechanisms include drought escape and avoidance strategies like early reproduction or reduced water loss through waxy leaves. Physiological mechanisms regulate water use and loss, like stomatal closure and osmotic adjustment. Genetic and molecular mechanisms change gene expression, upregulating genes that produce proteins protecting cells from stress and regulating hormone signaling and transcription factors that control stress response pathways. Together these overlapping mechanisms help plants adapt and survive periods of low water availability.
Drought and heat are major abiotic stresses that negatively impact plant growth and productivity. Drought stress reduces photosynthesis and induces stomatal closure and changes in gene expression and metabolism. Plants have developed various tolerance mechanisms including escape, avoidance, and tolerance. At the molecular level, plants respond to stresses through signaling pathways, changes in hormone levels like ABA, and expression of genes that encode protective proteins and osmoprotectants. Molecular responses are regulated by transcription factors that control stress-related gene expression. Engineering stress tolerance genes into crops holds promise to improve abiotic stress resistance.
This topic gives the wide range in understanding the advances for managing the abiotic stress that occurs in the pulse crops like pigeonpea,mungbean,chickpea etc.
SPEED BREEDING AND ITS IMPLICATIONS IN CROP IMPROVEMENTRonikaThakur
This document describes speed breeding, a technique that uses controlled growing conditions like extended photoperiod and precise temperature and humidity to rapidly advance plant generations. It allows generating up to 6 wheat generations per year. Case studies show speed breeding reduced time to flowering for several crops by half compared to normal glasshouse conditions. Speed breeding provides opportunities to combine with genomic selection and genome editing to accelerate crop improvement. Challenges include different crop responses and initial investment costs, but it can significantly shorten breeding cycles.
plant drought effects, mechanisms and managementG Mahesh
This presentation provides an overview of plant drought stress, including its effects, mechanisms, and management strategies. Drought stress can impact plant growth, yield, water relations, photosynthesis, nutrient uptake, and cause oxidative damage. Plants have developed morphological, physiological and molecular mechanisms to tolerate drought, such as escaping dry conditions, reducing water loss through stomatal control, antioxidant production, and accumulating compatible solutes. The presentation also discusses strategies to manage drought, including improving crop genotypes and optimizing agronomic practices to enhance drought resistance.
Abiotic stress management in vegetable cropsLabiba Shah
Abiotic stresses such as drought, salinity, temperature extremes, and mineral deficiencies limit crop productivity worldwide. The document discusses various abiotic stresses and their effects on plants. It provides details on injury mechanisms caused by each stress and tolerance mechanisms that have evolved in plants. It also discusses methods for screening and selecting stress-tolerant genotypes in breeding programs, including the use of wild relatives as sources of tolerance traits. Drought is estimated to account for over 50% of worldwide crop losses, while other stresses like salinity and high temperatures also significantly reduce yields. Breeding stress-tolerant crop varieties through selection and hybridization is important for sustainable agriculture.
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENTFOODCROPS
This document discusses marker-assisted breeding for rice improvement. It begins with an outline of the topics to be covered, which include the theory and practice of marker-assisted selection, marker-assisted breeding schemes, and a case study of marker-assisted backcrossing done at IRRI. The first section defines marker-assisted selection and describes its advantages over phenotypic selection, such as earlier selection and greater reliability. Subsequent sections discuss specific marker-assisted breeding schemes like backcrossing, pyramiding traits, and early generation selection. The document concludes with details of IRRI's case study using markers to backcross a submergence tolerance gene into popular rice varieties.
Seed priming:- A TOOL FOR QUALITY SEED PRODUCTIONRamesh Thakur
Seed priming involves soaking seeds in solutions to begin germination processes without allowing radicals to emerge. This improves seed vigor and performance under stress. The document discusses various priming techniques including osmopriming, halopriming, hydropriming, and biopriming. It provides examples of how priming with solutions like PEG, KNO3, or microbes like Trichoderma improves seed germination rates, stand establishment, and crop yields under stressful conditions.
Development of transgenics for the abiotic stress tolerance is the need of the hour as the existing plant types were prone to vagaries of climate change and therefore a new technology for the development of abiotic resistant varieties through genetic manipulation is imperative.
Multiple inbred founder lines are inter-mated for several generations prior to creating inbred lines, resulting in a diverse population whose genomes are fine scale mosaics of contributions from all founders.
The document discusses plant breeding strategies for increasing salt tolerance, chilling tolerance, and freezing tolerance in plants. It covers mechanisms of tolerance, classification of tolerance levels in different plant species, screening techniques, and strategies for breeding resistant varieties. Developing salt, chilling, and freezing tolerant crop varieties through plant breeding is a more effective and long-lasting approach than soil reclamation.
The document discusses MAGIC (Multi-parent Advanced Generation Inter-Cross) populations, which are created by intercrossing multiple parent lines over several generations. This increases recombination and genetic diversity. Key points:
- MAGIC populations allow more precise mapping of QTLs controlling quantitative traits compared to biparental populations.
- Two case studies describe the development of MAGIC populations in rice with 8 founders each, and tomato with 8 founders. Traits like yield, disease resistance, and abiotic stress tolerance were evaluated.
- Advantages include exploiting more genetic variation, developing varieties with favorable trait combinations, and more accurate gene mapping. Limitations include requiring more time, resources for phenotyping and breeding.
Stress resistance in crops can be improved through conventional breeding approaches like selection, backcrossing, and shuttle breeding. New molecular breeding approaches like QTL mapping and marker-assisted selection allow for more precise introgression of stress resistance genes. QTLs controlling traits like submergence tolerance, salinity tolerance, and bacterial blight resistance have been identified in rice. Marker-assisted breeding has successfully transferred submergence tolerance and bacterial blight resistance into rice varieties. Similar efforts have mapped drought tolerance QTLs in wheat and introduced stress resistance genes into crops using molecular markers. These approaches help breed climate-resilient crop varieties faster than conventional breeding alone.
This document discusses different types of male sterility in plants, including genetic male sterility (GMS), cytoplasmic male sterility (CMS), and chemically-induced male sterility (CHA). It describes how each type of male sterility works and how it can be used for hybrid seed production. Specifically, CMS uses cytoplasmic genes to induce sterility and requires maintainer and restorer lines, while GMS uses nuclear genes and can be environmentally sensitive. The document also covers transgenic systems like Barnase/Barstar and provides examples of major crops where male sterility systems have been applied.
Stress due to soil conditions & mitigation strategiesMANDEEP KAUR
The document summarizes physiological responses of fruit plants to various soil stress conditions and potential mitigation strategies. It discusses how soil salinity, nutrient imbalances, heavy metals, water stress, and biotic stress can negatively impact fruit plants. It describes primary and secondary effects of these stresses and how plants have developed resistance mechanisms like tolerance, avoidance, and acclimation. Specific strategies are proposed to mitigate salinity stress in different fruit crops like growing resistant varieties, soil reclamation, and leaching. The document reviews several research papers studying effects of stresses like salinity and low pH on fruit plants and identifying tolerant genotypes and treatments that can alleviate stress impacts.
This presentation outlines the mechanisms of drought tolerance in plants. It discusses how drought stress affects crop growth and yield, and the various tolerance mechanisms plants have evolved, including escape, avoidance, and tolerance. Drought stress can cause oxidative stress in plants through increased reactive oxygen species production. Plants have developed morphological, physiological and biochemical modifications to cope with drought, such as osmotic adjustment, antioxidant production, and hormonal signaling. Integrating molecular approaches with conventional breeding is recommended to develop new crop varieties with improved drought resistance and ensure future food security.
Drought stress and tolerance mechanisms in cropsMohaned Mohammed
Drought stress accounts for more crop production losses than any other factor. The presentation discusses the causes and effects of drought stress on plants and various tolerance mechanisms. It outlines that drought avoidance mechanisms include increased water absorption and transport, deep root systems, and reduced transpiration. Physiological responses include osmolyte accumulation, antioxidant production, and hormonal changes. Developing crops with drought tolerant traits through both conventional and molecular breeding approaches will be important for improving productivity under increasing drought conditions from climate change.
This document discusses anti-transpirants and their effects on crops. It provides information on the types of anti-transpirants including stomatal closing, film forming, reflectant, and growth retardants. It also discusses the effects of anti-transpirants such as potentially increasing crop yields under stressed conditions. Specifically, one study found grain yields of sorghum increased 5-17% when anti-transpirants were applied before the boot stage under limited irrigation. The document also provides examples of crop planning and cropping systems suitable for different soil depths and rainfall regions.
PATHWAY OF MOVEMENT OF ASSIMILATES IN DEVELOPING GRAINS OF MONOCOTS AND DICOT...kartoori sai santhosh
PATHWAY OF MOVEMENT OF ASSIMILATES IN DEVELOPING GRAINS OF MONOCOTS AND DICOTS
CHEMICAL COMPOSITION OF SEEDS
STORAGE OF CARBOHYDRATES, PROTEINS AND FATS IN SEEDS AND THEIR BIOSYNTHESIS
This document discusses ideotype breeding, which aims to develop ideal plant models for specific environments. It outlines the steps in ideotype breeding, including developing a conceptual model, selecting base materials, incorporating desirable traits, and selecting an ideal plant type. Advantages are that it can break yield barriers and solve multiple problems at once. However, it is difficult to combine all desired traits and is a slow process compared to traditional breeding. The ideotype is also constantly evolving with new knowledge and demands.
This document discusses breeding strategies for abiotic stress tolerance in vegetable crops. It begins by defining different types of environmental stresses plants face, with a focus on abiotic stresses like drought, waterlogging, heat, cold, and salinity. Conventional breeding methods are then outlined, including selection, hybridization, pedigree method, and backcross breeding. Specific strategies for breeding tolerance to drought, salinity, and waterlogging are covered in more detail. Screening criteria and sources of tolerance for different stresses in various vegetable crops are also provided. The document aims to provide an overview of approaches and considerations for developing stress-tolerant vegetable varieties through plant breeding.
Gene introgression from wild relatives to cultivated plantsManjappa Ganiger
This document summarizes a seminar on using crop wild relatives to introduce beneficial genes into cultivated crops. It discusses how crop wild relatives contain genetic diversity that can provide traits like pest and disease resistance, abiotic stress tolerance, and improved yields. Specific examples are given of introducing disease resistance genes from wild relatives into tomatoes and rust resistance genes into wheat. The use of wild rice species to develop rice varieties with improved resistance to various diseases and insects is also described.
This document discusses various types of environmental stresses that can affect plant growth including drought, high or low temperatures, excessive soil salinity, and inadequate minerals in the soil. It describes different mechanisms by which plants can adapt to or tolerate drought conditions, such as escaping drought by having a short lifecycle, avoiding stress through stomatal regulation and increased photosynthetic efficiency, and tolerating stress through enhanced water conservation and storage abilities. The document focuses on defining and classifying different types of drought, as well as adaptation strategies employed by crops to survive in drought environments.
plant drought effects, mechanisms and managementG Mahesh
This presentation provides an overview of plant drought stress, including its effects, mechanisms, and management strategies. Drought stress can impact plant growth, yield, water relations, photosynthesis, nutrient uptake, and cause oxidative damage. Plants have developed morphological, physiological and molecular mechanisms to tolerate drought, such as escaping dry conditions, reducing water loss through stomatal control, antioxidant production, and accumulating compatible solutes. The presentation also discusses strategies to manage drought, including improving crop genotypes and optimizing agronomic practices to enhance drought resistance.
Abiotic stress management in vegetable cropsLabiba Shah
Abiotic stresses such as drought, salinity, temperature extremes, and mineral deficiencies limit crop productivity worldwide. The document discusses various abiotic stresses and their effects on plants. It provides details on injury mechanisms caused by each stress and tolerance mechanisms that have evolved in plants. It also discusses methods for screening and selecting stress-tolerant genotypes in breeding programs, including the use of wild relatives as sources of tolerance traits. Drought is estimated to account for over 50% of worldwide crop losses, while other stresses like salinity and high temperatures also significantly reduce yields. Breeding stress-tolerant crop varieties through selection and hybridization is important for sustainable agriculture.
MARKER-ASSISTED BREEDING FOR RICE IMPROVEMENTFOODCROPS
This document discusses marker-assisted breeding for rice improvement. It begins with an outline of the topics to be covered, which include the theory and practice of marker-assisted selection, marker-assisted breeding schemes, and a case study of marker-assisted backcrossing done at IRRI. The first section defines marker-assisted selection and describes its advantages over phenotypic selection, such as earlier selection and greater reliability. Subsequent sections discuss specific marker-assisted breeding schemes like backcrossing, pyramiding traits, and early generation selection. The document concludes with details of IRRI's case study using markers to backcross a submergence tolerance gene into popular rice varieties.
Seed priming:- A TOOL FOR QUALITY SEED PRODUCTIONRamesh Thakur
Seed priming involves soaking seeds in solutions to begin germination processes without allowing radicals to emerge. This improves seed vigor and performance under stress. The document discusses various priming techniques including osmopriming, halopriming, hydropriming, and biopriming. It provides examples of how priming with solutions like PEG, KNO3, or microbes like Trichoderma improves seed germination rates, stand establishment, and crop yields under stressful conditions.
Development of transgenics for the abiotic stress tolerance is the need of the hour as the existing plant types were prone to vagaries of climate change and therefore a new technology for the development of abiotic resistant varieties through genetic manipulation is imperative.
Multiple inbred founder lines are inter-mated for several generations prior to creating inbred lines, resulting in a diverse population whose genomes are fine scale mosaics of contributions from all founders.
The document discusses plant breeding strategies for increasing salt tolerance, chilling tolerance, and freezing tolerance in plants. It covers mechanisms of tolerance, classification of tolerance levels in different plant species, screening techniques, and strategies for breeding resistant varieties. Developing salt, chilling, and freezing tolerant crop varieties through plant breeding is a more effective and long-lasting approach than soil reclamation.
The document discusses MAGIC (Multi-parent Advanced Generation Inter-Cross) populations, which are created by intercrossing multiple parent lines over several generations. This increases recombination and genetic diversity. Key points:
- MAGIC populations allow more precise mapping of QTLs controlling quantitative traits compared to biparental populations.
- Two case studies describe the development of MAGIC populations in rice with 8 founders each, and tomato with 8 founders. Traits like yield, disease resistance, and abiotic stress tolerance were evaluated.
- Advantages include exploiting more genetic variation, developing varieties with favorable trait combinations, and more accurate gene mapping. Limitations include requiring more time, resources for phenotyping and breeding.
Stress resistance in crops can be improved through conventional breeding approaches like selection, backcrossing, and shuttle breeding. New molecular breeding approaches like QTL mapping and marker-assisted selection allow for more precise introgression of stress resistance genes. QTLs controlling traits like submergence tolerance, salinity tolerance, and bacterial blight resistance have been identified in rice. Marker-assisted breeding has successfully transferred submergence tolerance and bacterial blight resistance into rice varieties. Similar efforts have mapped drought tolerance QTLs in wheat and introduced stress resistance genes into crops using molecular markers. These approaches help breed climate-resilient crop varieties faster than conventional breeding alone.
This document discusses different types of male sterility in plants, including genetic male sterility (GMS), cytoplasmic male sterility (CMS), and chemically-induced male sterility (CHA). It describes how each type of male sterility works and how it can be used for hybrid seed production. Specifically, CMS uses cytoplasmic genes to induce sterility and requires maintainer and restorer lines, while GMS uses nuclear genes and can be environmentally sensitive. The document also covers transgenic systems like Barnase/Barstar and provides examples of major crops where male sterility systems have been applied.
Stress due to soil conditions & mitigation strategiesMANDEEP KAUR
The document summarizes physiological responses of fruit plants to various soil stress conditions and potential mitigation strategies. It discusses how soil salinity, nutrient imbalances, heavy metals, water stress, and biotic stress can negatively impact fruit plants. It describes primary and secondary effects of these stresses and how plants have developed resistance mechanisms like tolerance, avoidance, and acclimation. Specific strategies are proposed to mitigate salinity stress in different fruit crops like growing resistant varieties, soil reclamation, and leaching. The document reviews several research papers studying effects of stresses like salinity and low pH on fruit plants and identifying tolerant genotypes and treatments that can alleviate stress impacts.
This presentation outlines the mechanisms of drought tolerance in plants. It discusses how drought stress affects crop growth and yield, and the various tolerance mechanisms plants have evolved, including escape, avoidance, and tolerance. Drought stress can cause oxidative stress in plants through increased reactive oxygen species production. Plants have developed morphological, physiological and biochemical modifications to cope with drought, such as osmotic adjustment, antioxidant production, and hormonal signaling. Integrating molecular approaches with conventional breeding is recommended to develop new crop varieties with improved drought resistance and ensure future food security.
Drought stress and tolerance mechanisms in cropsMohaned Mohammed
Drought stress accounts for more crop production losses than any other factor. The presentation discusses the causes and effects of drought stress on plants and various tolerance mechanisms. It outlines that drought avoidance mechanisms include increased water absorption and transport, deep root systems, and reduced transpiration. Physiological responses include osmolyte accumulation, antioxidant production, and hormonal changes. Developing crops with drought tolerant traits through both conventional and molecular breeding approaches will be important for improving productivity under increasing drought conditions from climate change.
This document discusses anti-transpirants and their effects on crops. It provides information on the types of anti-transpirants including stomatal closing, film forming, reflectant, and growth retardants. It also discusses the effects of anti-transpirants such as potentially increasing crop yields under stressed conditions. Specifically, one study found grain yields of sorghum increased 5-17% when anti-transpirants were applied before the boot stage under limited irrigation. The document also provides examples of crop planning and cropping systems suitable for different soil depths and rainfall regions.
PATHWAY OF MOVEMENT OF ASSIMILATES IN DEVELOPING GRAINS OF MONOCOTS AND DICOT...kartoori sai santhosh
PATHWAY OF MOVEMENT OF ASSIMILATES IN DEVELOPING GRAINS OF MONOCOTS AND DICOTS
CHEMICAL COMPOSITION OF SEEDS
STORAGE OF CARBOHYDRATES, PROTEINS AND FATS IN SEEDS AND THEIR BIOSYNTHESIS
This document discusses ideotype breeding, which aims to develop ideal plant models for specific environments. It outlines the steps in ideotype breeding, including developing a conceptual model, selecting base materials, incorporating desirable traits, and selecting an ideal plant type. Advantages are that it can break yield barriers and solve multiple problems at once. However, it is difficult to combine all desired traits and is a slow process compared to traditional breeding. The ideotype is also constantly evolving with new knowledge and demands.
This document discusses breeding strategies for abiotic stress tolerance in vegetable crops. It begins by defining different types of environmental stresses plants face, with a focus on abiotic stresses like drought, waterlogging, heat, cold, and salinity. Conventional breeding methods are then outlined, including selection, hybridization, pedigree method, and backcross breeding. Specific strategies for breeding tolerance to drought, salinity, and waterlogging are covered in more detail. Screening criteria and sources of tolerance for different stresses in various vegetable crops are also provided. The document aims to provide an overview of approaches and considerations for developing stress-tolerant vegetable varieties through plant breeding.
Gene introgression from wild relatives to cultivated plantsManjappa Ganiger
This document summarizes a seminar on using crop wild relatives to introduce beneficial genes into cultivated crops. It discusses how crop wild relatives contain genetic diversity that can provide traits like pest and disease resistance, abiotic stress tolerance, and improved yields. Specific examples are given of introducing disease resistance genes from wild relatives into tomatoes and rust resistance genes into wheat. The use of wild rice species to develop rice varieties with improved resistance to various diseases and insects is also described.
This document discusses various types of environmental stresses that can affect plant growth including drought, high or low temperatures, excessive soil salinity, and inadequate minerals in the soil. It describes different mechanisms by which plants can adapt to or tolerate drought conditions, such as escaping drought by having a short lifecycle, avoiding stress through stomatal regulation and increased photosynthetic efficiency, and tolerating stress through enhanced water conservation and storage abilities. The document focuses on defining and classifying different types of drought, as well as adaptation strategies employed by crops to survive in drought environments.
IRJET- Diversity of Arbuscular Mycorrhizal Fungi (AMF) in Selected Phoenix SP...IRJET Journal
This study analyzed the diversity of arbuscular mycorrhizal fungi (AMF) associated with date palms in Bhuj Taluka, Kachchh District, Gujarat, India. Soil samples were collected from two sites and analyzed for physical parameters and AMF spore composition. The soil was moderately alkaline with a moisture content of 6.4-11.5% and water holding capacity of 90-90.75%. AMF root colonization and spore density were higher in one site compared to the other. Nine AMF species were identified, with Glomus mosseae being the most abundant. The study aims to understand AMF diversity and relationships with date palms and soil properties in
This study evaluated the effects of different arbuscular mycorrhizal fungi (AMF) strains on the growth of maize plants in saline soils in Libya. A greenhouse experiment tested 7 AMF strains isolated from Libyan forests at different phosphate fertilization levels. Results showed the Rhizophagus intraradices strain had the highest root infection rate at 92%. Scutellospora sp. and Claroideoglomus etunicatum significantly improved shoot weight. Mycorrhizal inoculation generally increased plant growth measures more than the non-inoculated or phosphate fertilizer treatments. The interaction between AMF inoculation and phosphate levels significantly affected various plant growth characteristics.
This document discusses genetically modified drought resistant crops. It begins by defining genetically modified crops as plants modified using genetic engineering to introduce new traits. It then discusses developing drought tolerant crops through conventional breeding and genetic engineering techniques. Conventional breeding is a slow process limited by available genes, while genetic engineering allows introducing genes controlling drought tolerance. The document provides examples of drought tolerance mechanisms in plants and genes introduced through genetic engineering to improve drought resistance in transgenic crops.
Weed species composition and distribution pattern in the maize crop under the...Shujaul Mulk Khan
Weeds are unwanted plant species growing in ordinary environment. In nature there are a total of 8000 weed species out of which 250 are important for agriculture world. The present study was carried out on weed species composition and distribution pattern with special reference to edaphic factor and farming practices in maize crop of District Mardan during the months of August and September, 2014. Quadrates methods were used to assess weed species distribution in relation to edaphic factor and farming practices. Phytosociological attributes such as frequency, relative frequency, density, relative density and Importance Values were measured by placing 9 quadrates (1 × 1 m2) randomly in each field. Initial results showed that the study area has 29 diverse weed species belonging to 27 genera and 15 families distributed in 585 quadrats. Presence and absence data sheet of 29 weed species and 65 fields were analyzed through PC-ORD version 5. Cluster and Two Way Cluster Analyses initiated four different weed communities with significant indicator species and with respect to underlying environmental variables using data attribute plots. Canonical Correspondence Analyses (CCA) of CANOCO software version 4.5 was used to assess the environmental gradients of weed species. It is concluded that among all the edaphic factors the strongest variables were higher concentration of potassium, organic matter and sandy nature of soil. CCA plots of both weed species and sampled fields based on questionnaire data concluded the farming practices such as application of fertilizers, irrigation and chemical spray were the main factors in determination of weed communities.
Mycorrhizal diversity and root colonization potential of agricultural soils –...Agriculture Journal IJOEAR
This document summarizes a study on the diversity of arbuscular mycorrhizal fungi (AM) in agricultural soils from two sites in Morocco - OuledGhanem (GH) and SidiBennour (SB). Physico-chemical analysis found GH soils to have higher pH and phosphorus levels compared to SB soils. AM fungal diversity analyses identified 10 total species between the two sites, with 5 shared species. GH soils had a higher proportion of Diversisporales order fungi while SB soils were dominated by Glomerales order fungi. A biotest experiment found higher root colonization rates in SB soils compared to GH soils, suggesting higher alkalinity and phosphorus negatively impact colonization
The document summarizes the System of Rice Intensification (SRI), which aims to improve rice productivity through a set of principles and practices that change the growing environment for rice plants. SRI promotes greater root growth and more abundant soil biota by using young seedlings, wider spacing between plants, intermittent flooding of fields, and organic matter additions to soil. Preliminary evidence suggests SRI can lead to higher yields with less water and lower production costs compared to conventional rice farming methods.
The document outlines strategies for developing drought-smart future crops. It discusses omics tools like genomics, transcriptomics, proteomics, and metabolomics that can be used to identify genes and pathways related to drought tolerance. Transgenic approaches like genetic engineering can introduce drought tolerance genes. Conventional breeding and speed breeding can combine traits from parental lines. Integrating these modern techniques with traditional methods like agronomic practices can help develop crops with improved drought resistance and yield stability under water scarcity. A case study identifies genomic loci, genes and transcription factors in maize affecting seminal root length under drought. Future work may combine genome editing, phenomics and speed breeding to rapidly deliver climate-smart crops.
Drought resistance is important because drought can cause up to 50% yield loss in crops. About 36% of land area is arid or semi-arid and prone to drought. The document discusses important traits for drought resistance like early maturity and root traits. It describes techniques for screening drought tolerance like line source sprinkler systems. Breeding approaches discussed include selection, hybridization, backcrossing and distant hybridization to transfer drought resistance genes.
The document summarizes a seminar on biodiversity and conservation of fruit crops. It defines key terms like biodiversity and germplasm. It describes India's biodiversity hotspots and status as a center of diversity for many fruit crops. It outlines principles and practices for germplasm collection, including exploration, sampling methods, and collection of wild relatives. It also discusses evaluation and documentation of collected germplasm.
Cold Plasma Technique in Controlling Contamination and Improving the Physiolo...J. Agricultural Machinery
Today, almost half of the total human food, especially in Asia, is directly supplied from grains, and nearly 70% of the cultivated area of the world, which is one billion hectares, is used for growing grains. Therefore, non-destructive methods must be found and developed to increase seed quality in agriculture and industry. Cold plasma is a novel and efficient method that can be used in the agricultural and food sectors for the inactivation of surface microorganisms and the excitation of seeds. This review presents a summary of the effectiveness of cold plasma treatment on the characteristics of four important cereal plants: wheat, rice, corn, and barley. The focus is on the effects of this treatment on seed germination, surface property changes, water uptake of seeds, growth parameters of root, shoot, and seedling length, biomass parameters, and metabolic activities. By examining the research conducted by the researchers, it can be seen that the cereal seeds treated with cold plasma had better germination power, water absorption, shoot length, growth efficiency, shoot and root weight, and metabolic activity. This review can provide insight into the promising trends in utilizing plasma as a method to decrease the prevalence of harmful plant diseases transmitted through seeds and reduce the dormancy of hard seeds.
The study evaluated 20 pigeonpea genotypes under rainfed and irrigated conditions to identify traits associated with drought tolerance. Under drought stress, genotype SKNP 1004 showed maximum root length, root dry weight, shoot length, and seed yield. Genotype SKNP 1005 had the highest shoot length and shoot dry weight under both conditions. The root/shoot ratio was highest for genotype UPAS 120 under drought and for SKNP 1003 under irrigation. Therefore, SKNP 1004 and SKNP 1005 were identified as most promising for drought tolerance based on their performance across key traits under water stress.
The System of Rice Intensification (SRI) is an agricultural method developed in Madagascar in the 1980s that has led to increased rice yields. SRI involves transplanting young seedlings with wider spacing, reducing water levels, and increasing soil aeration. These practices promote increased root and soil biomass growth. Field trials show SRI can increase average rice yields by 50-100% with fewer inputs, while reducing costs, water use, and risks for farmers. SRI is now being adopted by farmers in over 30 countries in Asia, Africa, and Latin America.
5. Phenotyping of lentil genotypes for drought tolerance using polyethylene g...MDMAHMUDALNOOR
This study evaluated the response of 7 lentil genotypes to drought stress induced by different concentrations of polyethylene glycol 6000 (PEG-6000). Seeds were exposed to 0%, 10%, 15%, and 20% PEG solutions to assess germination rates and the effects on seedling and plant growth over time. Various growth and yield parameters were measured. Results showed that all parameters decreased with increasing drought stress levels for all genotypes. However, at the highest 20% PEG level, genotype LG-208 performed better for all traits compared to the other genotypes, indicating it has greater drought tolerance and may be suitable for cultivation in drought-prone areas.
The document discusses several topics related to climate change and plant breeding:
1. It outlines natural and human causes of climate change such as changes in the sun's energy output and increasing greenhouse gas emissions.
2. It describes how plants may respond to climate change through extinction, range shifts, habitat fragmentation, genetic differentiation, migration, and phenotypic plasticity.
3. It discusses strategies for improving crop resilience through crop diversification, ideotype breeding, and mutation breeding. Crop diversification involves mixing varieties to reduce pest and disease impacts. Ideotype breeding develops optimized crop models. Mutation breeding enhances genetic variability.
This document discusses breeding for drought tolerance in cotton. It begins by introducing the genus Gossypium, which includes four cultivated cotton species. It then defines different types of drought and lists Pakistan as the world's 4th largest cotton producer. The document outlines mechanisms of drought tolerance including escape, avoidance, and tolerance. It discusses morphological, physiological, and biochemical bases of drought tolerance in cotton plants. Wild species, land races, cultivated varieties, and obsolete cultivars are described as sources of drought tolerance. Conventional and non-conventional breeding methods are also reviewed. In conclusion, the development of resistant varieties through efficient screening and use of germplasm is emphasized as an effective drought management strategy. Future research directions include improving screening
Genetic Variability, Heritability for Late leaf Spot tolerance and Productivi...IOSR Journals
This document summarizes a study on genetic variability, heritability, and traits related to late leaf spot tolerance and productivity in a recombinant inbred line population of groundnut. The study evaluated 106 recombinant inbred lines plus parental lines. High genetic variation was observed for traits related to late leaf spot score, yield, and other components. High heritability and genetic advance were found for traits like late leaf spot score, 100-seed weight, and haulm weight per plant, indicating these are controlled by additive genes and good for selection. Several lines were identified with improved late leaf spot tolerance, early maturity, yield, and other traits.
The document discusses strategies for breeding rice varieties that are tolerant to abiotic stresses caused by climate change. It describes stress tolerance breeding efforts for heat, drought, flooding, and salinity. For each stress, key genes have been identified, such as SUB1A for flood tolerance and DRO1 for deeper root growth and drought tolerance. Marker-assisted backcrossing is being used to introgress stress tolerance genes into popular rice varieties to develop climate-resilient crops. Overall, the document emphasizes the need for stress tolerant rice to ensure food security amidst climate change impacts.
Similar to Breeding for improved drought tolerance in major crop (Maize, Sorghum, Red gram) (20)
ESPP presentation to EU Waste Water Network, 4th June 2024 “EU policies driving nutrient removal and recycling
and the revised UWWTD (Urban Waste Water Treatment Directive)”
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxMAGOTI ERNEST
Although Artemia has been known to man for centuries, its use as a food for the culture of larval organisms apparently began only in the 1930s, when several investigators found that it made an excellent food for newly hatched fish larvae (Litvinenko et al., 2023). As aquaculture developed in the 1960s and ‘70s, the use of Artemia also became more widespread, due both to its convenience and to its nutritional value for larval organisms (Arenas-Pardo et al., 2024). The fact that Artemia dormant cysts can be stored for long periods in cans, and then used as an off-the-shelf food requiring only 24 h of incubation makes them the most convenient, least labor-intensive, live food available for aquaculture (Sorgeloos & Roubach, 2021). The nutritional value of Artemia, especially for marine organisms, is not constant, but varies both geographically and temporally. During the last decade, however, both the causes of Artemia nutritional variability and methods to improve poorquality Artemia have been identified (Loufi et al., 2024).
Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
Immersive Learning That Works: Research Grounding and Paths ForwardLeonel Morgado
We will metaverse into the essence of immersive learning, into its three dimensions and conceptual models. This approach encompasses elements from teaching methodologies to social involvement, through organizational concerns and technologies. Challenging the perception of learning as knowledge transfer, we introduce a 'Uses, Practices & Strategies' model operationalized by the 'Immersive Learning Brain' and ‘Immersion Cube’ frameworks. This approach offers a comprehensive guide through the intricacies of immersive educational experiences and spotlighting research frontiers, along the immersion dimensions of system, narrative, and agency. Our discourse extends to stakeholders beyond the academic sphere, addressing the interests of technologists, instructional designers, and policymakers. We span various contexts, from formal education to organizational transformation to the new horizon of an AI-pervasive society. This keynote aims to unite the iLRN community in a collaborative journey towards a future where immersive learning research and practice coalesce, paving the way for innovative educational research and practice landscapes.
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...Leonel Morgado
Current descriptions of immersive learning cases are often difficult or impossible to compare. This is due to a myriad of different options on what details to include, which aspects are relevant, and on the descriptive approaches employed. Also, these aspects often combine very specific details with more general guidelines or indicate intents and rationales without clarifying their implementation. In this paper we provide a method to describe immersive learning cases that is structured to enable comparisons, yet flexible enough to allow researchers and practitioners to decide which aspects to include. This method leverages a taxonomy that classifies educational aspects at three levels (uses, practices, and strategies) and then utilizes two frameworks, the Immersive Learning Brain and the Immersion Cube, to enable a structured description and interpretation of immersive learning cases. The method is then demonstrated on a published immersive learning case on training for wind turbine maintenance using virtual reality. Applying the method results in a structured artifact, the Immersive Learning Case Sheet, that tags the case with its proximal uses, practices, and strategies, and refines the free text case description to ensure that matching details are included. This contribution is thus a case description method in support of future comparative research of immersive learning cases. We then discuss how the resulting description and interpretation can be leveraged to change immersion learning cases, by enriching them (considering low-effort changes or additions) or innovating (exploring more challenging avenues of transformation). The method holds significant promise to support better-grounded research in immersive learning.
The cost of acquiring information by natural selectionCarl Bergstrom
This is a short talk that I gave at the Banff International Research Station workshop on Modeling and Theory in Population Biology. The idea is to try to understand how the burden of natural selection relates to the amount of information that selection puts into the genome.
It's based on the first part of this research paper:
The cost of information acquisition by natural selection
Ryan Seamus McGee, Olivia Kosterlitz, Artem Kaznatcheev, Benjamin Kerr, Carl T. Bergstrom
bioRxiv 2022.07.02.498577; doi: https://doi.org/10.1101/2022.07.02.498577
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...AbdullaAlAsif1
The pygmy halfbeak Dermogenys colletei, is known for its viviparous nature, this presents an intriguing case of relatively low fecundity, raising questions about potential compensatory reproductive strategies employed by this species. Our study delves into the examination of fecundity and the Gonadosomatic Index (GSI) in the Pygmy Halfbeak, D. colletei (Meisner, 2001), an intriguing viviparous fish indigenous to Sarawak, Borneo. We hypothesize that the Pygmy halfbeak, D. colletei, may exhibit unique reproductive adaptations to offset its low fecundity, thus enhancing its survival and fitness. To address this, we conducted a comprehensive study utilizing 28 mature female specimens of D. colletei, carefully measuring fecundity and GSI to shed light on the reproductive adaptations of this species. Our findings reveal that D. colletei indeed exhibits low fecundity, with a mean of 16.76 ± 2.01, and a mean GSI of 12.83 ± 1.27, providing crucial insights into the reproductive mechanisms at play in this species. These results underscore the existence of unique reproductive strategies in D. colletei, enabling its adaptation and persistence in Borneo's diverse aquatic ecosystems, and call for further ecological research to elucidate these mechanisms. This study lends to a better understanding of viviparous fish in Borneo and contributes to the broader field of aquatic ecology, enhancing our knowledge of species adaptations to unique ecological challenges.
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...Sérgio Sacani
Context. With a mass exceeding several 104 M⊙ and a rich and dense population of massive stars, supermassive young star clusters
represent the most massive star-forming environment that is dominated by the feedback from massive stars and gravitational interactions
among stars.
Aims. In this paper we present the Extended Westerlund 1 and 2 Open Clusters Survey (EWOCS) project, which aims to investigate
the influence of the starburst environment on the formation of stars and planets, and on the evolution of both low and high mass stars.
The primary targets of this project are Westerlund 1 and 2, the closest supermassive star clusters to the Sun.
Methods. The project is based primarily on recent observations conducted with the Chandra and JWST observatories. Specifically,
the Chandra survey of Westerlund 1 consists of 36 new ACIS-I observations, nearly co-pointed, for a total exposure time of 1 Msec.
Additionally, we included 8 archival Chandra/ACIS-S observations. This paper presents the resulting catalog of X-ray sources within
and around Westerlund 1. Sources were detected by combining various existing methods, and photon extraction and source validation
were carried out using the ACIS-Extract software.
Results. The EWOCS X-ray catalog comprises 5963 validated sources out of the 9420 initially provided to ACIS-Extract, reaching a
photon flux threshold of approximately 2 × 10−8 photons cm−2
s
−1
. The X-ray sources exhibit a highly concentrated spatial distribution,
with 1075 sources located within the central 1 arcmin. We have successfully detected X-ray emissions from 126 out of the 166 known
massive stars of the cluster, and we have collected over 71 000 photons from the magnetar CXO J164710.20-455217.
Or: Beyond linear.
Abstract: Equivariant neural networks are neural networks that incorporate symmetries. The nonlinear activation functions in these networks result in interesting nonlinear equivariant maps between simple representations, and motivate the key player of this talk: piecewise linear representation theory.
Disclaimer: No one is perfect, so please mind that there might be mistakes and typos.
dtubbenhauer@gmail.com
Corrected slides: dtubbenhauer.com/talks.html
PPT on Direct Seeded Rice presented at the three-day 'Training and Validation Workshop on Modules of Climate Smart Agriculture (CSA) Technologies in South Asia' workshop on April 22, 2024.
Breeding for improved drought tolerance in major crop (Maize, Sorghum, Red gram)
1. BREEDING FOR IMPROVED DROUGHT TOLERANCE IN MAJOR
CROPS (MAIZE, SORGHUM, REDGRAM)
Bidush Ranjan Swar
M.Sc.(Ag.) 2nd year
RAM/18-64
Dept. of Genetics and Plant
Breeding
Dr. V. Swarnalatha
Senior Scientist(Genetics and
Plant Breeding )BSPU,SRTC,
Rajendranagar, Hyderabad.
CHAIRPERSON
PRESENTED BY
MASTER’S SEMINAR ON
COLLEGE OF AGRICULTURE, RAJENDRANAGAR, HYDERABAD
2. 1) What is drought
2) Past and present trends of drought
3) Effects of drought
4) Response to drought
5) Mechanism of drought tolerance
6) Sources of drought tolerance
7) Genetics of drought tolerance
8) Creation of drought environment
9) Drought phenotyping methods
10) Breeding methods and approaches of drought
tolerance
11) Promising drought tolerant varieties
12) Future strategies
13) Drought breeding limitations
TOPICS TO BE COVERED
3. WHAT IS DROUGHT ?
Condition of soil
moisture deficiency or
water scarcity during
the crop life cycle to
restrict full expression
of genetic yield
potential.
4. (SOURCE- An analysis of Hydro-met data,
IMD, Pune.)
• Decreasing rate of SW
monsoon and actual
average rainfall.
• Increasing rate of
drought year.
PAST AND PRESENT TRENDS OF DROUGHT
5. PAST AND PRESENT TRENDS OF DROUGHT cont..
(SOURCE - Indiastat)
In 2015-16 and 2017-18, No Dist. of Telangana was affected by
drought(https://farmer.gov.in/Drought/Droughtreport.asp)
SOURCE-Manual for Drought
management, DAC&FW, 2016
6. CROP LOSS DUE TO DROUGHT
CROP GROWTH STAGE LOSSES REFERENCE
MAIZE REPRODUCTIVE 63-87 % Kamara et al. (2003)
MAIZE GRAIN FILLING 79-81 % Monneveux et al. (2005)
MAIZE VEGETATIVE 25-60 % Atteya et al. (2003)
PIGEON PEA REPRODUCTIVE 40-55 % Nam et al. (2001)
SORGHUM VEGETATIVE > 36% Assefa et al. (2010)
SORGHUM REPRODUCTIVE > 55% Assefa et al. (2010)
7. EFFECTS OF DROUGHT ON PHOTOSYNTHESIS
AND PLANT SURVIVABILITY
• Drought stress leads to stomata closure
results in increases of internal
O2(Reactive Oxygen species ).
• High photo respiration.
• Photochemical efficiency decreases.
• Generation of ROS includes O2,
perhydroxyl radical (H2O·),
hydroxyl radicals O2
2-, (H2O2)
and alkoxy radical (RO).
• The ROS may react with
proteins, lipids and DNA,
causing oxidative damage to the
cell.
(Source- Farooq et al. 2008)
9. MECHANISM OF DROUGHT RESISTANCE
• AVOIDANCE-Conserve
leaf Wp as more savers
and less spenders.
• TOLERANCE-Ability to
withstand water deficit
by maintaining
physiological activities
stabilized.
• ESCAPE-Adjusting crop
life cycle before onset of
drought.
(SOURCE-Badiganavar et al. 2018)
10. • Activation of the
signalling cascades by
ABA, H2O2, Ca+2.
• Further activation of
kinases leads to
changes in gene
expression.
• Synthesis of
antioxidants and
osmoprotectants.
• stomatal closure.
MECHANISM OF DROUGHT TOLERANCE
(Source-Farooq et al. 2008)
15. EFFECTS OF DROUGHT ON MAIZE Cont..
• Anthesis silking interval (ASI)
increases
• Pollen viability, Specific gravity,
shape and dispersal affected.
• Pollen sterility (less invertase
activity;IVR2, ABA
accumulation)
• Less growth of pollen tube.
• Silk dehydration; PG
germination affected. Silking
delayed by 6-9 days (Dass et al.
2001)
• Silk elongation is checked.
• Early embryo abortion (settler
et al. 2001)
16. RESPONSE TO DROUGHT ON MAIZE
( SOURCE-Drought stress in maize, springer : pp 21)
5. Larger stem diameter
6. Stay green
7. Deep rooting
1. Shorter plant height
2. Reduced tassel size
3. Smaller leaves above ear.
4. Erect leaves(45-600)
18. SOURCES OF DROUGHT TOLERANCE
Crop Wild species Reference
Pigeon pea C. albicans ICRISAT
repositories.
Cajanus
lineatus
Khoury et
al.2015
Cajanus
acutifolius
Khoury et
al.2015
Cajanus
sericeus
Khoury et
al.2015
Cajanus
reticulata
Giez et al.
2013
Maize Tripsacum
dactyloides
Nanduri et al.
2003
• Cultivated species
• Land races
• Wild species and wild
relatives.
(SOURCE- http://www.icrisat.org/what-we-
do/crops/PigeonPea/Archives/uwsppi.htm)
19. GENETICS OF DROUGHT TOLERANCE
SORGHUM
Root traits
Polygenic
inheritance
Root lentgh
Root number
Dominant gene
Dominant gene
Root thickness Recessive gene
Leaf rolling Monogenic
inheritance
Stay green
Dominant or
recessive based
on genetic back
ground
Osmotic
adjustment
Monogenic
inheritance
Monogenic
inheritance
Dominant gene
action in some
study based on
environment
(SOURCE-BELETE, 2018)
20. QTL GOVERNING DROUGHT TOLERANCE IN
SORGHUM
Traits Ch. No.
Stomatal conductance 10
Epicuticular wax 10
Stay green 3, 2, 5, 1
Stomatal density 2, 7
CO2 assimilation rate 1, 5, 9
Root dry weight 2, 5, 8
Root lentgh 4
Root to shoot ratio 10
Root volume 1, 4
(Source -Karen et al. 2019)
21. GENETICS OF DROUGHT TOLERANCE IN MAIZE
Monogenic
traits
1.plant height
2.Osmotic adjustment
3.Flowering time
4.Ear development
Polygenic
traits
1.Ear height
2.Grain yield
3.Ear development
(SOURCE-Drought stress in maize springer)
traits Ch. no No of qtl
Sugar
concentratio
n
6 1
Root traits,
biomass
1 3
Grain yield
under
drought
1, 5, 9 3
Leaf ABA 7 1
OP 1, 3, 9, 4
RWC 7 1
Leaf surface
area
3 and 9 9
ASI 1, 2, 5, 6, 8
10
6
DROUGHT TOLERANCE QTL IN MAIZE
(SOURCE-Rahman et al. 2011)
22. CREATION OF DROUGHT ENVIRONMENT
1. GH environment-most
precised.
2. Field environment-if
breeding site less than
100mm rainfall
supplemented irrigation
required.
3. Line source gradient-
Rows perpendicular to
sprinkler line.
Irrigation by furrows
Topographical slope
4. Two different plots
(SOURCE-Plant Breeding principles and methods Singh B.D.)
23. RAIN-OUT SHELTER WITH LYSIMETER FACILITY
LEASYSCAN PHENOTYPING PLATFORM
(SOURCE-https://www.icrisat.org/research-facilities)
• The Rainout Shelter has a
lysimeter facility for
phenotyping.
• Lysimeters are PVC tubes filled
with soil to measure plant water
use.
• Provides soil depth and aerial
spacing similar to field
conditions.
• LeasyScan is a computer based
3D imaging high-throughput
phenotyping platform acquired
in 2014.
• Measures leaf area, dynamics
of leaf development, leaf
conductance etc.
• It can scan 1600 to 2400 plots
per hour.
24. SELECTION INDEX/PHENOTYPING
METHODS
SHOOT PHENOTYPING METHODS
1. Canopy temperature-measured after
solar noon by IR thermometer
2. Stomatal conductance, transpiration
rate and photosynthetic potential
measured by Li-cor 6400 photosynthetic
system
3. Stay green phenotyping
4. Carbon isotope discrimination-(C13/C12
ratio) estimation of water uptake and
transpiration efficiency.
5. Leaf rolling visual scoring (0 to 5)
6. Leaf firing-leaf senescence.
7. Leaf area/photosynthesis
8. Leaf RWC -(FW−DW)/(TW−DW)× 100
9. Proline content
10. Malondialdehyde(MDA) content
11. Osmotic potential measured by
osmometer.
Li-cor 6400 photosynthetic system
IR thermometer
25. ROOT PHENOTYPING METHODS
Minirhizotron
1. Trench method-soil slice with
roots is taken
2. Shovel method-to know
rooting depth 40×25cm depth
around rhizosphere is done.
3. Rhizotron method-software
based camera scanners.
4. Monolith method-
20×30×15cm depth soil is
taken and roots washed with 1
mm sieve.
5. Hydroponics with PEG as
drought stimulant.
(SOURCE-WWW.selectscience.net/)(SOURCE-Darai et al.2016)
26. PHENOTYPING OF MAIZE FOR DROUGHT TOLERANCE
TRAITS THROUGH CONVENTIONAL BREEDING
(SOURCE-Drought stress in maize, springer, PP 48 )
27. DROUGHT PHEONTYPING TRAITS IN PIGEON PEA
1. Stomatal conductance-most stable; can be
measured in optimum moisture.
2. Osmotic potential
3. Relative water content
4. Transpiration rate
5. Proline content
6. MDA content
7. Vegetative biomass/shoot dry weight.
8. Harvest index
28. BREEDING METHODS AND APPROACHES
Adaptation to specific environment
Selection under moisture stress
Adaptation to variable environment
Selection based on yield components under
stress to non stress condition.
Breeding Approaches
Breeding
methods
Conventional breeding
Marker assisted
breeding
Gene pyramiding
Genomics-based
integrated approach
Transgenic approach
(SOURCE-Drought stress in maize, springer, pp 46 )
29. Cross is made at optimal environment
1. Selfing in F1 till F3.
2. F3 individuals grown and harvested separately
3. Optimum moisture is given
1. F4 progeny evaluated under wide range of
environment
2. Selection of progenies with high mean yield
1. Selected progenies grown under optimum moisture
2. Individual plant selection for yield and yield
components.
Preliminary yield trial
Multilocation yield trials under a range of environments.
Seed multiplication and distribution
CONVENTIONAL BREEDING IN WIDE RANGE
ENVIRONMENT
30. CONVENTIONAL BREEDING IN OPTIMUM AND MOISTURE
STRESS ENVIRONMENT
F7 grown on moisture stress PYT is
carried out
Crossing of contrasting parents
Selfing until F3 in under optimum
moisture.
1. Space planting of F4 under
optimum moisture
2. Selection carried out for superior
individuals
1. F5 grown on moisture stress
condition.
2. Phenotyping for drought
traits(epicuticular wax, leaf
senescence etc.)
3. Selection of superior progenies.
1. F6 grown on optimum moisture
2. Selection based on yield and
yield parameters.
F8-F10 multilocation yield trial at
moisture stress
F11 seed multiplication and
distribution.
31. OBJECTIVE –To understand Stg QTLs role on
towards drought adaptation.
STUDY SITE-Southeast Queensland,
Australia.
MATERIAL USED-set of four NILS, with their
RP.
RESULT-stg QTL regulate canopy size
1. Reducing tillering by incresaed
lower leaves size.
2. Reducing upper leaves size.
3. Decreasing no. of leaves per culm.
4. Affect leaf anatomy and leaf growth
5. Reduced pre-flowering water
demand.
32. • Construction of RTx7000 NILs
containing BTx642 DNA from
the stay-green loci by BC
method upto BC4F2.
• 4 set of NILS (stg1,
stg2,stg3,stg4 ) with 2 RP
grown at 2 location in split
plot design.
• Experiment carried out In
lysimeter and pot culture.
• Total and fertile tiller number
per plant were recorded by
planimeter.
33. Less tillers stg1 NIL More tillers in RTX7000
CONCLUSION-
• Stg loci reduce canopy
size at flowering by
modifying tillering, leaf
number, and leaf size.
• It reduces pre-anthesis
water use, which under
post flowering increases
water availability during
grain filling and thus
grain yield.
34. CONVENTIONAL BREEDING FOR
DROUGHT TOLERANCE ???
1. Complex traits
2. expensive phenotyping
3. Scored in whole plant (selection index)
4. Scored under specific target environment
5. Long term process.
6. Quantitative inheritance
7. Low heritability
8. Higher G×E interaction
9. Rely on multi location& multi seasonal yield
stability evaluation.
36. OBJECTIVE-To improve drought tolerance
and grain yield (GY) in a biparental
population.
STUDY SITE-IITA substation,Ikenne
MATERIAL USED-Biparental mapping
population from 2 ellite drought tolerant
line. Test cross population of between S1
individuals of C0, C1 and C2.
MARKER USED-SNP
RESULT-Testcrosses derived from C2
produced Yield under DS at 7% per cycle
under DS and 1% under WW and 3% under
rainfed.
frequency of favourable marker alleles
increased from 0.510 at C0 to 0.515 at C2.
37. CONCLUSION-
MARS can then facilitate
rapid accumulation of such favourable
alleles linked to drought and yield
QTLs in a breeding population.
38. OBJECTIVE-To introgress and evaluate 4
stable stg QTL for drought.
STUDY SITE-ICRISAT, Hyderabad
MATERIAL USED-B35 (donor parent) and R
16 (recurrent parent), six BC1F4 and 3
BC2F3 progenies.
MARKER USED-SNP
RESULT-
• Introgression lines had higher leaf
chlorophyll levels at flowering.
• GLA % was higher during the latter part
of grain filling.
39. CONCLUSION-
Marker assisted back crossing can be highly beneficial for transfer of
stable stgs QTL, andsenescent background has a potential to increase
its drought adaptation.
40. GENOME BASED INTEGRATED APPROACH OF
DROUGHT TOLERANCE
Evaluation of germplasm
Drought associated Trait
discovery
Selection of germplasm with
contrast phenotype
Candidate gene discovery by
gene expression
studies(omics)
Knock out/genetic
transformation to confirm the
gene
MAS Transgenic
Site directed
mutagenesis
(SOURCE- Langridge et al. 2015)
41. OBJECTIVE-To increase genetic gain for
tolerance to drought
MATERIAL USED-
• DH lines
• Testers
TECHNIQUE USED- Genotyping by
selection (GBS) for QTL detection.
Using SNP genotyping.
RESULT-
Prediction accuracy of the model used for
genomic selection
was generally higher than phenotypic
variance explained by the sum of QTL for
individual traits.
42. CONCLUSION-
• Use QTL-MAS in forward breeding to enrich
the allelic frequency for a few desired traits
while GS-MAS could be used in more mature
breeding programs to capture alleles with
smaller additive effects.
44. OBJECTIVE-To increase drought tolerance
in pigeonpea by transferring of vigna
acontifolia gene P5CSF129.
STUDY SITE-Hyderabad
MATERIAL USED-
• Pigeonpea cultivars LRG 30, LRG 41
and ICPL 85063.
• Agrobacterium tumefaciens strain
LBA4404
• Binary vector pCAMBIA1301
RESULT-
Transgenic plants showed
more proline accumulation than their non-
transformed plants.
Had lower levels of lipid peroxidation.
High relative water content and chlorophyll
content.
45. CONCLUSION-Expression of P5CSF129A
transgene in the primary generation and
its inheritance resulted in over
production and accumulation of proline
in transgenics that results in higher
drought tolerance.
a) Multiple shoot initiation
b) GUS expression in embryonic structure.
c) Shoot elongation
d) Rooting of plantlet
e) GUS assay in shoot.
f) Primary transformants at flowering stage
g) PCR analysis.
46. MAIZE
• Droughtgard hybrids of Monsanto released in 2013, 1st drought
tolerant transgenic contain cold shock protein B.
• 24% increase in growth rate under drought conditions
• Act as RNA chaperones, which binds unfolding tangled RNA
molecules during drought stress.
• MON87460, a drought-tolerant maize hybrid of Monsanto has
cold-shock protein gene (cspB) obtained from Bacillus subtilis.
• Pioneer Hi-Bred and Syngenta are also working on transgenic
drought-tolerant maize development.
• Pioneer Aquamax P1151 also a drought tolerant variety.
PIGEONPEA
• Expression of the Vigna aconitifolia P5CSF129A gene in
transgenic pigeonpea enhances drought tolerance by proline
accumulation.
SOME TRANSGENIC VARIETIES
47. PROMISING DROUGHT TOLERANT VARIETES
MAIZE
• VARUN- A drought tolerant variety with 90 to 105 duration
released from Maize Research station, Rajendranagar,
Hyderabad.
SORGHUM
• CSH 31- A drought tolerant rabi sorghum
• CSV 26 R – A terminal drought tolerant cultivar.
PIGEON PEA
• ICPL 14003 (PRG 176) terminal drought drought resistant
variety. from (RARS), Palem under the name Ujwala.
Developed by pedigree selection (ICPL 88034 x ICPL 88039 ).
yield potential of 2.5 tons per ha and matures in 130 days.
(Nagesh kumar et al. 2017)
• LRG 30, LRG41, ICPL 85063, ICPL 4575 and ICPL 332 due to
RWC, pods/plant and HI Stress yield.
48. BEST BREEDING APPROACH FOR DROUGHT TOLERANCE
• Integrated genome based breeding approach with
high throughput phenotyping is best method of
drought breeding under heavy funding.
• Under minimum resources marker assisted breeding
can be useful.
• With rapid changing climate only conventional
breeding has less success rate with only
morphological selection.
49. FUTURE STRATEGIES OF DROUGHT TOLERANCE
• Exploration of plant genetic resources,
characterization and introgression.
• Gene pyramiding as governed by complex trait.
• Search for drought related transgenes and
development of transgenic
• Deep understanding of biochemical pathways
governing drought.
• Identification of protein marker by assessing stress
proteins(LEA, dehydrin etc.)
• Multidisciplinary approaches.
50. OBJECTIVE-To understand the
molecular mechanism of
drought tolerance in
pigeonpea.
STUDY SITE-ICRISAT, Hyderabad
MATERIAL USED-
Three pigeonpea genotypes
(ICPL151, ICPL8755 ICPL227)
TECHNIQUE-qRT-PCR gene
expression.
RESULT-
• Two times more expression of 6, 8 and 18 number of
genes in ICPL151, ICPL8755 ICPL227.
• Total 2 times more regulation of 10 differentially
expressed genes in more drought tolerant cultivar.(ubp,
uspA, antiporter protein, uncharacterized protein).
• (LDT) genotypes, ICPL 151 and ICPL 8755 clustered
separately from the (MDT) genotype, ICPL 227.
• GenesC.cajan_29830andC.cajan_33874 found to be
candidate gene based on expression profile.
51. Expression analysis of drought identified genes C.cajan_29830 and C.cajan_33874 in the
root tissues of tolerant and susceptible genotypes of the four legumes.
53. DIFFICULTIES IN DROUGHT RESISTANCE BREEDING
• Clear definition of target environment (moisture
regime changes with time and location.)
• Creation of controlled moisture stress.(GH and field
result varies.
• Selection for varying character unlike pest.
• Drought traits scoring difficult.
• Drought traits may –ve correlated with yield
(earliness, stomatal sensitivity)
• Devise an elaborate breeding scheme for selection
in optimum and stress condition.
54. REFERENCES
1) Aslam, M., Maqbool, M. A., & Cengiz, R. (2015). Drought Stress in Maize (Zea mays L.):
Effects, Resistance Mechanisms, Global Achievements and Biological Strategies for
Improvement. Basingstoke, England: Springer.
2) Borrell, A. K., Van Oosterom, E. J., Mullet, J. E., George-Jaeggli, B., Jordan, D. R.,
Klein, P. E., & Hammer, G. L. (2014). Stay-green alleles individually enhance grain yield in
sorghum under drought by modifying canopy development and water uptake patterns.
New Phytologist, 203(3), 817-830.
3) Badigannavar, A., Teme, N., De Oliveira, A. C., Li, G., Vaksmann, M., Viana, V. E., …
Sarsu, F. (2018). Physiological, genetic and molecular basis of drought resilience in
sorghum [Sorghum bicolor (L.) Moench]. Indian Journal of Plant Physiology, 23(4), 670-
688.
4) Bankole, F., Menkir, A., Olaoye, G., Crossa, J., Hearne, S., Unachukwu, N., & Gedil, M.
(2017). Genetic Gains in Yield and Yield Related Traits under Drought Stress and Favorable
Environments in a Maize Population Improved Using Marker Assisted Recurrent
Selection. Frontiers in Plant Science, 8.
5) Cerrudo, D., Cao, S., Yuan, Y., Martinez, C., Suarez, E. A., Babu, R., … Trachsel, S. (2018).
Genomic Selection Outperforms Marker Assisted Selection for Grain Yield and
Physiological Traits in a Maize Doubled Haploid Population Across Water Treatments.
Frontiers in Plant Science, 9.
6) Darai, R., Ojha, P. B., Sarker, D. A., & Sah, R. (2016). Genetics and Breeding for Drought
Tolerance in Food Legumes. International Journal of Environment, Agriculture and
Biotechnology, 1(4).
7) Farooq, M., Wahid, A., Kobayashi, N., Fujita, D., & Basra, S. M. (2009). Plant Drought
Stress: Effects, Mechanisms and Management. Sustainable Agriculture, 153-188.
55. 8) Harris-Shultz, K. R., Hayes, C. M., & Knoll, J. E. (2019). Mapping QTLs and Identification
of Genes Associated with Drought Resistance in Sorghum. Methods in Molecular
Biology, 11-40.
9) Jenks, M. A., Hasegawa, P. M., & Jain, S. M. (2009). Advances in Molecular Breeding
Toward Drought and Salt Tolerant Crops. Berlin, Germany: Springer Science & Business
Media.
10) Kassahun, B., Bidinger, F. R., Hash, C. T., & Kuruvinashetti, M. S. (2009). Stay-green
expression in early generation sorghum [Sorghum bicolor (L.) Moench] QTL
introgression lines. Euphytica, 172(3), 351-362.
11) Kassahun, B., Bidinger, F. R., Hash, C. T., & Kuruvinashetti, M. S. (2009). Stay-green
expression in early generation sorghum [Sorghum bicolor (L.) Moench] QTL
introgression lines. Euphytica, 172(3), 351-362.
12) AKhoury, C. K., Castañeda-Alvarez, N. P., Achicanoy, H. A., Sosa, C. C., Bernau, V.,
Kassa, M. T., Struik, P. C. (2015). Crop wild relatives of pigeonpea [ Cajanus cajan (L.)
Millsp.]: Distributions, ex situ conservation status, and potential genetic resources for
abiotic stress tolerance. Biological Conservation, 184, 259-270.
13) Kumar, S., Sachdeva, S., Bhat, K. V., & Vats, S. (2018). Plant Responses to Drought Stress:
Physiological, Biochemical and Molecular Basis. Biotic and Abiotic Stress Tolerance in
Plants, 1-25.
14) Langridge, P., & Reynolds, M. P. (2015). Genomic tools to assist breeding for drought
tolerance. Current Opinion in Biotechnology, 32, 130-135.
56. 15) Luo L., Mei, H., Xi, H., Tuberosa, R., Nguyen, H. T., & Lu, B. (2019). Crop Breeding
for Drought Resistance. Lausanne, Switzerland: Frontiers Media SA.
16) Rauf, S., Al-Khayri, J. M., Zaharieva, M., Monneveux, P., & Khalil, F. (2016).
Breeding Strategies to Enhance Drought Tolerance in Crops. Advances in Plant
Breeding Strategies: Agronomic, Abiotic and Biotic Stress Traits, 397-445.
17) Sinha, P., Pazhamala, L. T., Singh, V. K., Saxena, R. K., Krishnamurthy, L., Azam, S.,
Varshney, R. K. (2016). Identification and Validation of Selected Universal Stress
Protein Domain Containing Drought-Responsive Genes in Pigeonpea (Cajanus
cajan L.). Frontiers in Plant Science, 6.
18) Surekha, C., Kumari, K. N., Aruna, L. V., Suneetha, G., Arundhati, A., & Kavi
Kishor, P. B. (2013). Expression of the Vigna aconitifolia P5CSF129A gene in
transgenic pigeonpea enhances proline accumulation and salt tolerance. Plant
Cell, Tissue and Organ Culture (PCTOC), 116(1), 27-36.
19) Vanaja, M., Maheswari, M., Sathish, P., Vagheera, P., Jyothi Lakshmi, N., Vijay
Kumar, G.,Sarkar, B. (2015). Genotypic variability in physiological, biomass and
yield response to drought stress in pigeonpea. Physiology and Molecular Biology
of Plants, 21(4), 541-549.
20) Utilization of Wild Species in Pigeonpea Improvement at ICRISAT. Retrieved from
http://www.icrisat.org/what-we do/crops/PigeonPea/Archives/uwsppi.html
21) Facilities and services.Retrieved from https://www.icrisat.org/research-facilities/