Cargando…

Application of machine learning algorithms and feature selection in rapeseed (Brassica napus L.) breeding for seed yield

BACKGROUND: Studying the relationships between rapeseed seed yield (SY) and its yield-related traits can assist rapeseed breeders in the efficient indirect selection of high-yielding varieties. However, since the conventional and linear methods cannot interpret the complicated relations between SY a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shahsavari, Masoud, Mohammadi, Valiollah, Alizadeh, Bahram, Alizadeh, Houshang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10273667/ https://www.ncbi.nlm.nih.gov/pubmed/37328913 http://dx.doi.org/10.1186/s13007-023-01035-9

Ejemplares similares

Unraveling the Genetic Basis of Seed Tocopherol Content and Composition in Rapeseed (Brassica napus L.)
por: Wang, Xingxing, et al.
Publicado: (2012)

The Effects of Temperature and Water on the Seed Germination and Seedling Development of Rapeseed (Brassica napus L.)
por: Haj Sghaier, Asma, et al.
Publicado: (2022)

Towards breeding of rapeseed (Brassica napus) with alien cytoplasm and powdery mildew resistance from Ethiopian mustard (Brassica carinata)
por: Gong, Qiong, et al.
Publicado: (2020)

QTL Alignment for Seed Yield and Yield Related Traits in Brassica napus
por: Raboanatahiry, Nadia, et al.
Publicado: (2018)

Breeding response of transcript profiling in developing seeds of Brassica napus
por: Hu, Yaping, et al.
Publicado: (2009)

The Natural Variation of Seed Weight Is Mainly Controlled by Maternal Genotype in Rapeseed (Brassica napus L.)
por: Li, Na, et al.
Publicado: (2015)

Parental Selection of Hybrid Breeding Based On Maternal and Paternal Inheritance of Traits in Rapeseed (Brassica napus L.)
por: Xing, Nailin, et al.
Publicado: (2014)

A Dynamic and Complex Network Regulates the Heterosis of Yield-Correlated Traits in Rapeseed (Brassica napus L.)
por: Shi, Jiaqin, et al.
Publicado: (2011)

Effects of Different Pollination Methods on Oilseed Rape (Brassica napus) Plant Growth Traits and Rapeseed Yields
por: Zhang, Jianwen, et al.
Publicado: (2022)

Waterlogging increases greenhouse gas release and decreases yield in winter rapeseed (Brassica napus L.) seedlings
por: Li, Linlin, et al.
Publicado: (2023)

Altered Fruit and Seed Development of Transgenic Rapeseed (Brassica napus) Over-Expressing MicroRNA394
por: Song, Jian Bo, et al.
Publicado: (2015)

Antioxidant (Tocopherol and Canolol) Content in Rapeseed Oil Obtained from Roasted Yellow-Seeded Brassica napus
por: Siger, Aleksander, et al.
Publicado: (2016)

Genetic and Cytological Analyses of the Natural Variation of Seed Number per Pod in Rapeseed (Brassica napus L.)
por: Yang, Yuhua, et al.
Publicado: (2017)

Metabolic Characteristics in Meal of Black Rapeseed and Yellow-Seeded Progeny of Brassica napus–Sinapis alba Hybrids
por: Jiang, Jinjin, et al.
Publicado: (2015)

Genome-Wide Association Study Dissects the Genetic Architecture of Seed Weight and Seed Quality in Rapeseed (Brassica napus L.)
por: Li, Feng, et al.
Publicado: (2014)

Genome-Wide SNP Markers Based on SLAF-Seq Uncover Breeding Traces in Rapeseed (Brassica napus L.)
por: Zhou, Qinghong, et al.
Publicado: (2017)

The yield of mechanically harvested rapeseed (Brassica napus L.) can be increased by optimum plant density and row spacing
por: Kuai, Jie, et al.
Publicado: (2015)

Genomic Prediction of Genotypic Effects with Epistasis and Environment Interactions for Yield-Related Traits of Rapeseed (Brassica napus L.)
por: Luo, Xiang, et al.
Publicado: (2017)

Extending the rapeseed gene pool with resynthesized Brassica napus II: Heterosis
por: Girke, Andreas, et al.
Publicado: (2011)

Tissue-Specific Distribution of Secondary Metabolites in Rapeseed (Brassica napus L.)
por: Fang, Jingjing, et al.
Publicado: (2012)

Analysis of gaps in rapeseed (Brassica napus L.) collections in European genebanks
por: Weise, Stephan, et al.
Publicado: (2023)

Genome-Wide Analysis of Seed Acid Detergent Lignin (ADL) and Hull Content in Rapeseed (Brassica napus L.)
por: Wang, Jia, et al.
Publicado: (2015)

Mutations in single FT- and TFL1-paralogs of rapeseed (Brassica napus L.) and their impact on flowering time and yield components
por: Guo, Yuan, et al.
Publicado: (2014)

Genetic diversity and population structure of feral rapeseed (Brassica napus L.) in Japan
por: Chen, Ruikun, et al.
Publicado: (2020)

An increased proportion of transgenic plants in the progeny of rapeseed (Brassica napus L.) transformants
por: Raldugina, G.N., et al.
Publicado: (2021)

Extraction, Isolation of Bioactive Compounds and Therapeutic Potential of Rapeseed (Brassica napus L.)
por: Tileuberdi, Nazym, et al.
Publicado: (2022)

How Antioxidants, Osmoregulation, Genes and Metabolites Regulate the Late Seeding Tolerance of Rapeseeds (Brassica napus L.) during Wintering
por: Hao, Pengfei, et al.
Publicado: (2023)

Transcriptomic Analysis of the Reduction in Seed Oil Content through Increased Nitrogen Application Rate in Rapeseed (Brassica napus L.)
por: Hao, Pengfei, et al.
Publicado: (2023)

Development of the PARMS Marker of the Dominant Genic Male Sterility (DGMS) Line and Its Utilization in Rapeseed (Brassica napus L.) Breeding
por: Li, Zhen, et al.
Publicado: (2022)

Hidden Effects of Seed Quality Breeding on Germination in Oilseed Rape (Brassica napus L.)
por: Hatzig, Sarah, et al.
Publicado: (2018)

Dissection of the genetic architecture of three seed‐quality traits and consequences for breeding in Brassica napus
por: Wang, Bo, et al.
Publicado: (2018)

The Brassica napus seed microbiota is cultivar‐specific and transmitted via paternal breeding lines
por: Wassermann, Birgit, et al.
Publicado: (2022)

Maternal control of seed weight in rapeseed (Brassica napus L.): the causal link between the size of pod (mother, source) and seed (offspring, sink)
por: Li, Na, et al.
Publicado: (2018)

Determination of fatty acid composition in seed oil of rapeseed (Brassica napus L.) by mutated alleles of the FAD3 desaturase genes
por: Bocianowski, Jan, et al.
Publicado: (2011)

Comprehensive evaluation of high-oleic rapeseed (Brassica napus) based on quality, resistance, and yield traits: A new method for rapid identification of high-oleic acid rapeseed germplasm
por: Chang, Tao, et al.
Publicado: (2022)

Extent and structure of linkage disequilibrium in canola quality winter rapeseed (Brassica napus L.)
por: Ecke, Wolfgang, et al.
Publicado: (2009)

Unravelling the complex trait of harvest index in rapeseed (Brassica napus L.) with association mapping
por: Luo, Xiang, et al.
Publicado: (2015)

Identification of Rapeseed (Brassica napus) Cultivars With a High Tolerance to Boron-Deficient Conditions
por: Pommerrenig, Benjamin, et al.
Publicado: (2018)

Genome-wide screening and analysis of imprinted genes in rapeseed (Brassica napus L.) endosperm
por: Liu, Jing, et al.
Publicado: (2018)

The Use of Genetic and Gene Technologies in Shaping Modern Rapeseed Cultivars (Brassica napus L.)
por: Ton, Linh Bao, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_8n9qn77ar9kql6hke1krpouom5