Quantitative Genetics in Maize Breeding

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Publisher : Springer Science & Business Media
ISBN 13 : 1441907661
Total Pages : 669 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Quantitative Genetics in Maize Breeding by : Arnel R. Hallauer

Download or read book Quantitative Genetics in Maize Breeding written by Arnel R. Hallauer and published by Springer Science & Business Media. This book was released on 2010-09-28 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maize is used in an endless list of products that are directly or indirectly related to human nutrition and food security. Maize is grown in producer farms, farmers depend on genetically improved cultivars, and maize breeders develop improved maize cultivars for farmers. Nikolai I. Vavilov defined plant breeding as plant evolution directed by man. Among crops, maize is one of the most successful examples for breeder-directed evolution. Maize is a cross-pollinated species with unique and separate male and female organs allowing techniques from both self and cross-pollinated crops to be utilized. As a consequence, a diverse set of breeding methods can be utilized for the development of various maize cultivar types for all economic conditions (e.g., improved populations, inbred lines, and their hybrids for different types of markets). Maize breeding is the science of maize cultivar development. Public investment in maize breeding from 1865 to 1996 was $3 billion (Crosbie et al., 2004) and the return on investment was $260 billion as a consequence of applied maize breeding, even without full understanding of the genetic basis of heterosis. The principles of quantitative genetics have been successfully applied by maize breeders worldwide to adapt and improve germplasm sources of cultivars for very simple traits (e.g. maize flowering) and very complex ones (e.g., grain yield). For instance, genomic efforts have isolated early-maturing genes and QTL for potential MAS but very simple and low cost phenotypic efforts have caused significant and fast genetic progress across genotypes moving elite tropical and late temperate maize northward with minimal investment. Quantitative genetics has allowed the integration of pre-breeding with cultivar development by characterizing populations genetically, adapting them to places never thought of (e.g., tropical to short-seasons), improving them by all sorts of intra- and inter-population recurrent selection methods, extracting lines with more probability of success, and exploiting inbreeding and heterosis. Quantitative genetics in maize breeding has improved the odds of developing outstanding maize cultivars from genetically broad based improved populations such as B73. The inbred-hybrid concept in maize was a public sector invention 100 years ago and it is still considered one of the greatest achievements in plant breeding. Maize hybrids grown by farmers today are still produced following this methodology and there is still no limit to genetic improvement when most genes are targeted in the breeding process. Heterotic effects are unique for each hybrid and exotic genetic materials (e.g., tropical, early maturing) carry useful alleles for complex traits not present in the B73 genome just sequenced while increasing the genetic diversity of U.S. hybrids. Breeding programs based on classical quantitative genetics and selection methods will be the basis for proving theoretical approaches on breeding plans based on molecular markers. Mating designs still offer large sample sizes when compared to QTL approaches and there is still a need to successful integration of these methods. There is a need to increase the genetic diversity of maize hybrids available in the market (e.g., there is a need to increase the number of early maturing testers in the northern U.S.). Public programs can still develop new and genetically diverse products not available in industry. However, public U.S. maize breeding programs have either been discontinued or are eroding because of decreasing state and federal funding toward basic science. Future significant genetic gains in maize are dependent on the incorporation of useful and unique genetic diversity not available in industry (e.g., NDSU EarlyGEM lines). The integration of pre-breeding methods with cultivar development should enhance future breeding efforts to maintain active public breeding programs not only adapting and improving genetically broad-based germplasm but also developing unique products and training the next generation of maize breeders producing research dissertations directly linked to breeding programs. This is especially important in areas where commercial hybrids are not locally bred. More than ever public and private institutions are encouraged to cooperate in order to share breeding rights, research goals, winter nurseries, managed stress environments, and latest technology for the benefit of producing the best possible hybrids for farmers with the least cost. We have the opportunity to link both classical and modern technology for the benefit of breeding in close cooperation with industry without the need for investing in academic labs and time (e.g., industry labs take a week vs months/years in academic labs for the same work). This volume, as part of the Handbook of Plant Breeding series, aims to increase awareness of the relative value and impact of maize breeding for food, feed, and fuel security. Without breeding programs continuously developing improved germplasm, no technology can develop improved cultivars. Quantitative Genetics in Maize Breeding presents principles and data that can be applied to maximize genetic improvement of germplasm and develop superior genotypes in different crops. The topics included should be of interest of graduate students and breeders conducting research not only on breeding and selection methods but also developing pure lines and hybrid cultivars in crop species. This volume is a unique and permanent contribution to breeders, geneticists, students, policy makers, and land-grant institutions still promoting quality research in applied plant breeding as opposed to promoting grant monies and indirect costs at any short-term cost. The book is dedicated to those who envision the development of the next generation of cultivars with less need of water and inputs, with better nutrition; and with higher percentages of exotic germplasm as well as those that pursue independent research goals before searching for funding. Scientists are encouraged to use all possible breeding methodologies available (e.g., transgenics, classical breeding, MAS, and all possible combinations could be used with specific sound long and short-term goals on mind) once germplasm is chosen making wise decisions with proven and scientifically sound technologies for assisting current breeding efforts depending on the particular trait under selection. Arnel R. Hallauer is C. F. Curtiss Distinguished Professor in Agriculture (Emeritus) at Iowa State University (ISU). Dr. Hallauer has led maize-breeding research for mid-season maturity at ISU since 1958. His work has had a worldwide impact on plant-breeding programs, industry, and students and was named a member of the National Academy of Sciences. Hallauer is a native of Kansas, USA. José B. Miranda Filho is full-professor in the Department of Genetics, Escola Superior de Agricultura Luiz de Queiroz - University of São Paulo located at Piracicaba, Brazil. His research interests have emphasized development of quantitative genetic theory and its application to maize breeding. Miranda Filho is native of Pirassununga, São Paulo, Brazil. M.J. Carena is professor of plant sciences at North Dakota State University (NDSU). Dr. Carena has led maize-breeding research for short-season maturity at NDSU since 1999. This program is currently one the of the few public U.S. programs left integrating pre-breeding with cultivar development and training in applied maize breeding. He teaches Quantitative Genetics and Crop Breeding Techniques at NDSU. Carena is a native of Buenos Aires, Argentina. http://www.ag.ndsu.nodak.edu/plantsci/faculty/Carena.htm

The Theory of Inbreeding

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Author :
Publisher :
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Theory of Inbreeding by : Sir Ronald Aylmer Fisher

Download or read book The Theory of Inbreeding written by Sir Ronald Aylmer Fisher and published by . This book was released on 1965 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Segregating inbreed lines; Progress towards homozygosity; Various systems of inbreeding; Junctions; Appendix.

Dictionary of Plant Breeding

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Publisher : CRC Press
ISBN 13 : 1000066983
Total Pages : 905 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Dictionary of Plant Breeding by : Rolf H. J. Schlegel

Download or read book Dictionary of Plant Breeding written by Rolf H. J. Schlegel and published by CRC Press. This book was released on 2020-07-22 with total page 905 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the oldest scientific traditions, plant breeding began in Neolithic times with methods as simple as saving the seeds of desirable plants and sowing them later. It was not until the re-encounter with Mendel’s discoveries thousands of years later, the genetic basis of breeding was understood. Developments following have provided further insight into how genes acting alone or in concert with other genes and the environment, result in a particular phenotype. From Abaxial to Zymogram, the third edition of Dictionary of Plant Breeding contains clear and useful definitions of the terms associated with plant breeding and related scientific/technological disciplines. It defines jargon; provides helpful tables, examples, and breeding schemes; and includes a list of crop plants with salient details. Packed with data and organized to make that data easy to access, this revised and expanded reference provides comprehensive coverage of the latest discoveries in cytogenetics, molecular genetics, marker-assisted selection, experimental gene transfer, CRISPR technology, seed sciences, crop physiology, and genetically modified crops. Features: Provides a comprehensive list of technical terms used in plant breeding Explores the historical development of crop improvement Discusses applications of molecular genetics and biotechnology Includes numerous figures, drawings, tables, and schemes supplementing the glossary A complex subject, plant breeding draws from many scientific and technological disciplines, often making it difficult to know the precise meanings of many terms and to accurately interpret specific concepts. As in the previous editions, this dictionary unifies concepts by including the specific terms of plant breeding and terms that are adjusted from other disciplines. Drawing on Rolf Schlegel’s 50 years of experience, the book provides an encyclopedic list of commonly used technical terms that reflect the latest developments in the field.

Genetics and Exploitation of Heterosis in Crops

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Publisher :
ISBN 13 : 9780891185499
Total Pages : 0 pages
Book Rating : 4.1/5 (854 download)

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Book Synopsis Genetics and Exploitation of Heterosis in Crops by : J. G. Coors

Download or read book Genetics and Exploitation of Heterosis in Crops written by J. G. Coors and published by . This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the momentous contributions of hybrid crop varieties with worldwide experts. Topics include an overview, quantitative genetics, genetic diversity, biochemistry and molecular biology, methodologies, commercial strategies, and examples from numerous crops.

Biometrical genetics

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Publisher : Springer
ISBN 13 : 1489934049
Total Pages : 394 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Biometrical genetics by : Kenneth Mather

Download or read book Biometrical genetics written by Kenneth Mather and published by Springer. This book was released on 2013-11-11 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: The properties of continuous variation are basic to the theory of evolution and to the practice of plant and animal improvement. Yet the genetical study of continuous variation has lagged far behind that of discontinuous variation. The reason for this situation is basically methodological. Mendel gave us not merely his principles of heredity, but also a method of experiment by which these principles could be tested over a wider range of living species, and extended into the elaborate genetical theory of today. The power of this tool is well attested by the speed with which genetics has grown. In less than fifty years, it has not only developed a theoretical structure which is unique in the biological sciences, but has established a union with nuclear cytology so close that the two have become virtually a single science offering us a new approach to problems so diverse as those of evolution, development, disease, cellular chemistry and human welfare. Much of this progress would have been impossible and all would have been slower without the Mendelian method of recognizing and using unit differences in the genetic materials.

Selection Methods in Plant Breeding

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Publisher : Springer Science & Business Media
ISBN 13 : 1402063709
Total Pages : 462 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Selection Methods in Plant Breeding by : Izak Bos

Download or read book Selection Methods in Plant Breeding written by Izak Bos and published by Springer Science & Business Media. This book was released on 2007-10-26 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for plant breeders, researchers and post-graduate students, this excellent new book provides a comprehensive review of the methods and underlying theoretical foundations used for selection in plant breeding programs. The authors review basic elements of population and quantitative genetic theory, moving on to consider in a unique way the tackling of the problems presented by soil heterogeneity and intergenotypic competition when selecting quantitative characters.

Diversity Study Based on Quality Traits and RAPD Markers and Investigation of Heterosis in Ethiopian Mustard

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Publisher : Cuvillier Verlag
ISBN 13 : 3865375294
Total Pages : 175 pages
Book Rating : 4.8/5 (653 download)

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Book Synopsis Diversity Study Based on Quality Traits and RAPD Markers and Investigation of Heterosis in Ethiopian Mustard by : Adefris Teklewold

Download or read book Diversity Study Based on Quality Traits and RAPD Markers and Investigation of Heterosis in Ethiopian Mustard written by Adefris Teklewold and published by Cuvillier Verlag. This book was released on 2005 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Breeding Oilseed Brassicas

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Publisher : Springer Science & Business Media
ISBN 13 : 366206166X
Total Pages : 268 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Breeding Oilseed Brassicas by : Kuldeep S. Labana

Download or read book Breeding Oilseed Brassicas written by Kuldeep S. Labana and published by Springer Science & Business Media. This book was released on 2013-11-09 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present status of rapeseed-mustard crops as the third most important source of edible oils is attributable to the success of plant breeders and associate researchers in developing high yielding varieties with improved quality and resistance to biotic and abiotic stresses. However, the need to maximize the production gains and quality at lower economic costis greater than ever before. "Breeding Oilseed Brassicas" was thus conceived to review the past accomplishments in order to identify research gaps and suggest ways and means to meet the challenge of sustainable productivity upgradation. Theoretical and applied aspects ofbreeding, genetics, cytogenetics, crop physiology, and biotechnology are covered. The emphasis is on the application of theoretical knowledge to the solution of problems that confront the Brassica breeders.

Interspecific Hybridization in Plant Biology

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Publisher : Frontiers Media SA
ISBN 13 : 2832502377
Total Pages : 204 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Interspecific Hybridization in Plant Biology by : Andrew H. Paterson

Download or read book Interspecific Hybridization in Plant Biology written by Andrew H. Paterson and published by Frontiers Media SA. This book was released on 2022-10-13 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Principles of Plant Breeding

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Publisher : John Wiley & Sons
ISBN 13 : 9780471023098
Total Pages : 274 pages
Book Rating : 4.0/5 (23 download)

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Book Synopsis Principles of Plant Breeding by : Robert W. Allard

Download or read book Principles of Plant Breeding written by Robert W. Allard and published by John Wiley & Sons. This book was released on 1999-05-10 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Die Pflanzenzucht enthält Elemente individueller und kultureller Selektion - ein Prozeß, den die langerwartete zweite Auflage hinsichtlich sowohl einzelner Pflanzen als auch kompletter Populationen unter die Lupe nimmt. Im Zuge der Aktualisierung des Stoffes wurden neue Themen aufgenommen: moderne Gewebekulturtechniken, molekularbiologische Verfahren, Aspekte der Wechselwirkung zwischen natürlicher und menschlicher Selektion und zwischen Genotyp und Umwelt sowie eine Reihe von Techniken zur Ertragssteigerung in ungünstigen Anbaugebieten. (05/99)

Design and Analysis of Experiments

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Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 664 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Design and Analysis of Experiments by : Oscar Kempthorne

Download or read book Design and Analysis of Experiments written by Oscar Kempthorne and published by John Wiley & Sons. This book was released on 1952 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: The principles of experimental design. An introduction to the therory of least squares. The general lenear hypothesis or multiple regression and the analysis of variance. The analysis of multipli classifications. Randomization. The valdity of analysis of randomized experiments. Randomized. Latin squares. Plot technique. The sensitivity of randomized blook and latin square experiments. Experiments involving sevaral factors. Confonding in 2 factorial experiments. Partial confounding in 2 factorial experiments. Experiments involving factors with 3 levels. The general p factorial system. Other factorial experiments. Split-plot experiments. Fractional replication. The general case of fractional replication. Quasifactorial or latice and incomplete block designs. Lattice designs. Lattice designs with two restrictions. Rectangular lattices. Balanced incomplete block designs. Partially balanced incomplete block designs.Experiments on infinite populations and groups of experiments. Treatments applied in sequence.

Plant Male Sterility Systems for Accelerating Crop Improvement

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Publisher : Springer Nature
ISBN 13 : 9811938083
Total Pages : 286 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Plant Male Sterility Systems for Accelerating Crop Improvement by : Abhishek Bohra

Download or read book Plant Male Sterility Systems for Accelerating Crop Improvement written by Abhishek Bohra and published by Springer Nature. This book was released on 2022-10-11 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers all aspects of hybrid breeding technologies applied for crop improvement in major field crops. The different male sterility systems such as genetic male sterility (GMS), cytoplasmic male sterility (CMS), cytoplasmic and genetic male sterility (CGMS), and male sterility induced by the photoperiod (PGMS), temperature (TGMS), and chemicals are discussed in detail. The different chapters in this book provide a timeline of the key breakthroughs witnessed in the field of plant male sterility technologies, their application in hybrid breeding, and the relevance to the current need for food security. In-depth insights into the genetic and regulatory mechanisms of plant male sterility have been presented. This includes discussion on a variety of molecular players that induce male sterility and rescue male fertility in the hybrid plants. To enhance this book’s appeal, more emphasis has been given on the modern emerging approaches such as construction of heterotic pools that could boost hybrid breeding for enhanced crop performance amid climate change and growing population worldwide. This book is a guide for growers and industries related to field and horticultural crops. Further, it is a useful reference for plant breeders, researchers and extension workers, and students. The material can also be used for teaching undergraduate and postgraduate courses.

The Brassica oleracea Genome

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Publisher : Springer Nature
ISBN 13 : 3030310051
Total Pages : 164 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis The Brassica oleracea Genome by : Shengyi Liu

Download or read book The Brassica oleracea Genome written by Shengyi Liu and published by Springer Nature. This book was released on 2021-03-04 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents comprehensive information on genetics, genomics and breeding in Brassica oleracea, an agriculturally important species that includes popular vegetable crops such as cabbage, cauliflower, broccoli, Brussels sprouts, kale, collard greens, savoy, kohlrabi, and gai lan. The content spans whole genome sequencing, assembly and gene annotation for this global vegetable species, along with molecular mapping and cloning of genes, physical genome mapping and analyses of the structure and composition of centromeres in the B. oleracea genome. The book also elaborates on asymmetrical genome evolution and transposable elements in the B. oleracea describes gene family differentiation in comparison to other Brassica species and structural and functional genomic resources and data bases developed for B. oleracea. Useful discussions on the impact of genome sequencing on genetic improvement in the species are also included.

Industrial Crops

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Publisher : Springer
ISBN 13 : 1493914472
Total Pages : 453 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Industrial Crops by : Von Mark V. Cruz

Download or read book Industrial Crops written by Von Mark V. Cruz and published by Springer. This book was released on 2014-11-17 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume on Industrial Crop Breeding will be part of the series, Handbook of Plant Breeding. This volume will focus on the emerging area of plant breeding for sustainable production of transportation fuels and bio based products using the current advances in the field. The book is scheduled to consist of a total number of 30 chapters divided into four sections. The sections will emphasize crops being considered for different challenge areas including oil crops for biodiesel; sugar, starch and cellulosic crops for biofuel; crops for bio products and issues and future prospects. A chapter introducing the first three sections will also be included. Outstanding scientists for each crop species are proposed as senior authors, who may invite co-authors to contribute part of a chapter to provide additional expertise or perspective. The proposed authors will represent various national and international institutions to get a more diverse view on the topic and somehow get a global view on the common issues that researchers on industrial crops are facing. The book will comprise primarily of specific issues, available germplasm, breeding techniques, and potential geographical areas of production pertaining to individual crops being considered for industrial uses. We hope to encourage the proposed authors of new crops to provide an estimate of the crop readiness for commercial development and discuss the limitations. This book will be will be of interest and envisioned to serve as an updated reference to researchers in both academic and industrial setting, to students and teachers of plant breeding and to policy makers who are looking for alternative solutions to dependency on imported petroleum products.

Allele Mining for Genomic Designing of Vegetable Crops

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Publisher : CRC Press
ISBN 13 : 1040022499
Total Pages : 495 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Allele Mining for Genomic Designing of Vegetable Crops by : Chittaranjan Kole

Download or read book Allele Mining for Genomic Designing of Vegetable Crops written by Chittaranjan Kole and published by CRC Press. This book was released on 2024-06-03 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deliberates on the concept, strategies, tools, and techniques of allele mining in vegetable crops and its application potential in genome elucidation and improvement including studying allele evolution, discovery of superior alleles, discerning new haplotypes, assessment of intra- and interspecific similarity, and studies of gene expression and gene prediction. Available gene pools in global germplasm collections specifically consisting of wild allied species and local landraces for almost all major crops have facilitated allele mining. Development of advanced genomic techniques including PCR-based allele priming and Eco-TILLING based allele mining are being widely used now for mining superior alleles. Allele's discovery has become more relevant now for employing molecular breeding to develop designed crop varieties matching consumer needs and with genome plasticity to adapt the climate change scenarios. All these concepts and strategies along with precise success stories are presented in the chapters dedicated to the major vegetable crops. The first book on the novel strategy of allele mining in vegetable crops for precise breeding Presents genomic strategies for mining superior alleles underlying agronomic traits from genomic resources Depicts case studies of PCR-based allele priming and Eco-TILLING based allele mining Elaborates on gene discovery and gene prediction in major vegetable crops This book will be useful to the students and faculties in various plant science disciplines including genetics, genomics, molecular breeding, agronomy, and bioinformatics; the scientists in seed industries; and, the policymakers and funding agencies interested in crop improvement.

Breeding Field Crops

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Publisher : Springer Science & Business Media
ISBN 13 : 9401572712
Total Pages : 739 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Breeding Field Crops by : John M. Poehlman

Download or read book Breeding Field Crops written by John M. Poehlman and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 739 pages. Available in PDF, EPUB and Kindle. Book excerpt: While preparing the first edition of this textbook I attended an extension short course on writing agricultural publications. The message I remember was "select your audience and write to it. " There has never been any doubt about the audience for which this textbook was written, the introductory course in crop breeding. In addition, it has become a widely used reference for the graduate plant-breeding student and the practicing plant breeder. In its prepa ration, particular attention has been given to advances in plant-breeding theo ry and their utility in plant-breeding practice. The blend of the theoretical with the practical has set this book apart from other plant-breeding textbooks. The basic structure and the objectives of the earlier editions remain un changed. These objectives are (1) to review essential features of plant re production, Mendelian genetic principles, and related genetic developments applicable in plant-breeding practice; (2) to describe and evaluate established and new plant-breeding procedures and techniques, and (3) to discuss plant breeding objectives with emphasis on the importance of proper choice of objec tive for achieving success in variety development. Because plant-breeding activities are normally organized around specific crops, there are chapters describing breeding procedures and objectives for the major crop plants; the crops were chosen for their economic importance or diversity in breeding sys tems. These chapters provide a broad overview of the kinds of problems with which the breeder must cope.

Marker-Assisted Plant Breeding: Principles and Practices

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Publisher : Springer
ISBN 13 : 8132223160
Total Pages : 542 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Marker-Assisted Plant Breeding: Principles and Practices by : B.D. Singh

Download or read book Marker-Assisted Plant Breeding: Principles and Practices written by B.D. Singh and published by Springer. This book was released on 2015-06-26 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marker-assisted plant breeding involves the application of molecular marker techniques and statistical and bioinformatics tools to achieve plant breeding objectives in a cost-effective and time-efficient manner. This book is intended for beginners in the field who have little or no prior exposure to molecular markers and their applications, but who do have a basic knowledge of genetics and plant breeding, and some exposure to molecular biology. An attempt has been made to provide sufficient basic information in an easy-to-follow format, and also to discuss current issues and developments so as to offer comprehensive coverage of the subject matter. The book will also be useful for breeders and research workers, as it offers a broad range of up-to-the-year information, including aspects like the development of different molecular markers and their various applications. In the first chapter, the field of marker-assisted plant breeding is introduced and placed in the proper perspective in relation to plant breeding. The next three chapters describe the various molecular marker systems, while mapping populations and mapping procedures including high-throughput genotyping are discussed in the subsequent five chapters. Four chapters are devoted to various applications of markers, e.g. marker-assisted selection, genomic selection, diversity analysis, finger printing and positional cloning. In closing, the last two chapters provide information on relevant bioinformatics tools and the rapidly evolving field of phenomics.