الصفحة 1
الصفحة 1
Multivariate Statistical Machine Learning Methods for Genomic Prediction
This book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments.
Green gene technology : Research in an area of social conflict
Green gene technology(GGT), understood as apart of modernbiotechnology, has been on a steady, triumphal progression over the last ten years (ISAAA 2007, see thecontribution byEinsele in thisissue). This volume, jointly edited byProf. Fiechterandme, dealswithsomeactualscienti?candsocio-economic aspects with regard to genetically modi?ed plants (GMP). Worldwide more than 100 million hectares of agronomical land are covered by GMP. This - cludes some prominent industrialised Western countries like the USA and Canada, aseriesofthresholdcountrieslikeArgentina, Brazil, IndiaandChina, and a number of developing countries.
Enhancing Smallholder Farmers' Access to Seed of Improved Legume Varieties Through Multi-stakeholder Platforms : Learning from the TLIII project Experiences in sub-Saharan Africa and South Asia
This book shares the experiences of Tropical Legumes III (TLIII) project in facilitating access to seed of improved legume varieties to smallholder farmers through innovation platforms. It highlights practices and guiding principles implemented in eight developing countries of sub-Saharan Africa and South Asia. This book details key processes that respective teams employed to create an innovation space that delivers seed, other inputs, knowledge and financial services to agricultural communities and most importantly, the underserved farmers in remote areas of the drylands
Advances in wheat genetics : From genome to field : Proceedings of the 12th International wheat genetics symposium
Provides a comprehensive review of the forefront of wheat research, across various important topics such as germplasm and genetic diversity, cytogenetics and allopolyploid evolution, genome sequencing, structural and functional genomics, gene function and molecular biology, biotic stress, abiotic stress, grain quality, and classical and molecular breeding. Following an introduction, 9 parts of the book are dedicated to each of these topics. A final, 11th part entitled “Toward Sustainable Wheat Production” contains 7 excellent papers that were presented in the 12th IWGS Special Session supported by the OECD.
