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008 171104s2017 sz o 000 0 eng d
020 _a3319598198
_q(electronic bk.)
020 _a9783319598192
_q(electronic bk.)
020 _z3319598171
020 _z9783319598178
040 _aYDX
_beng
_erda
_cYDX
_dNOC
_dGW5XE
_dEBLCP
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_dAZU
_dCOD
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_dMERER
_dES-MaUEC
_bspa
050 4 _aSB111
_b2017 EB
100 1 _aCampos, Hugo A.,
_eautor
_9677384
_d1968-
245 1 0 _aGenetic improvement of tropical crops
_cHugo Campos, Peter D. S. Caligari.
264 1 _aCham, Switzerland
_bSpringer International Publishing
_c2017
300 _a1 recurso en línea
336 _aTexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _atext file
_bPDF
500 _a
504 _aIncluye referencias bibliográficas e índice
505 0 _a""Foreword""; ""Preface""; ""Acknowledgments""; ""Contents""; ""Contributors""; ""Part I: Enabling Technologies""; ""Chapter 1: Statistical Approaches in Plant Breeding: Maximising the Use of the Genetic Information""; ""1.1 Introduction""; ""1.2 Accounting for Interplot Competition""; ""1.3 Incorporating Spatial Variation""; ""1.4 Modelling Competition and Spatial Variation""; ""1.4.1 Base Model: RCB Without Modelling Spatial Variation""; ""1.4.2 Spatial Model: RCB Plus Modelling Spatial Variation""; ""1.5 Further Approaches That Incorporate Genotype-by- Environment Interactions""
505 8 _a""1.6 Final Remarks""""References""; ""Chapter 2: Genomic Selection: State of the Art""; ""2.1 Introduction""; ""2.2 Practical and Theoretical Requirements for Genomic Selection Implementation""; ""2.2.1 Practical Implementation""; ""2.2.2 Theoretical Aspects Related to Predictive Capacity""; ""2.3 Statistical Methods Applied to Genomic Predictions""; ""2.3.1 Linear Models and a Gentle Introduction to Statistical Learning""; ""2.3.2 Modeling Philosophy: Frequentist Ã#x97; Bayesian Approach""; ""2.3.2.1 Frequentist Approaches""; ""2.3.2.2 Bayesian Approach""
505 8 _a""2.3.2.3 Practical Lessons About Statistical Methods Used for Genomic Selection""""2.4 Genomic Selection and Plant Breeding""; ""2.4.1 Expected Genetic Gain: The Breederâ#x80;#x99;s Equation""; ""2.4.2 Genomic Selection and Plant Breeding Schemes""; ""2.5 Challenges, Perspectives, and Trends""; ""2.5.1 A Multidisciplinary Solution to the Challenge of Big Data""; ""2.5.2 Genotype-by-Environment (GxE) Interaction""; ""2.5.3 GS in the Presence of Population Structure""; ""2.5.4 Epistasis and Dominance""; ""2.5.5 Polyploid Species""; ""2.5.6 Genomic Selection 2.0: The Future Is Coming""
505 8 _a""2.6 Conclusions""""References""; ""Part II: Crops""; ""Chapter 3: Tropical Maize (Zea mays L.)""; ""3.1 Introduction""; ""3.1.1 History and Origin""; ""3.1.2 Importance of Maize in the Tropics""; ""3.1.3 Broad Patterns of Adaptation: Megaenvironments""; ""3.2 Tropical Maize Germplasm: Races, Landraces, and Germplasm Exchanges""; ""3.2.1 Races of Maize: Packaging Diversity by Adaptation and Grain Type""; ""3.2.2 The Search for Superior Alleles and Their Concentration: The Mexican Experience""; ""3.2.3 Global Movements of Germplasm: Developing Other Sources""
505 8 _a""3.3 Biology: Do Tropical and Temperate Maize Germplasm Groups Differ?""""3.3.1 Source/Sink Ratios, Ear Growth, and Yield Components""; ""3.3.2 Photoperiod Response""; ""3.3.3 Genetics""; ""3.4 Heterosis""; ""3.4.1 Heterotic Patterns""; ""3.5 Breeding""; ""3.5.1 The Genetic Gain Equation""; ""3.5.2 Development of Useful Genetic Sources""; ""3.5.3 Population Improvement Methods""; ""3.5.4 Pedigree Breeding""; ""3.5.5 Doubled Haploids""; ""3.5.6 Secondary Traits and Their Use in Selection""; ""3.5.7 Participatory Plant Breeding""; ""3.6 Traits""; ""3.6.1 Determinants of Yield""
520 3 _aThis book provides a fresh, updated perspective of the current status and perspectives in genetic improvement of a diverse array of tropical crops. The first part covers aspects which are relevant across crops, namely how to maximize the use of genetic information through modern bioinformatic approaches and how to use statistics as a tool to sustain increased genetic gains and breeding efficiency. The second part of the book provides an updated view of some seed-propagated crops, such as rice, maize and oil palm, as well as crops propagated through vegetative means such as sweet potato, cassava, banana and sugarcane. Each chapter addresses the main breeding objectives, markets served, current breeding approaches, biotechnology, genetic progress observed, and in addition a glimpse into the future for each of these selected and important tropical crops.
588 0 _aVersión impresa
988 _aEBOOK, EBSPRINGER_2017
650 7 _aGenética vegetal
_2embne
_9139640
650 7 _2embne
_aGenética
_9138044
700 1 _aCaligari, P. D. S.
_eautor
_9677385
_q(Peter D. S.)
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=http://link.springer.com/10.1007/978-3-319-59819-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b02/2018
_dz
_e-
_zSI