Browsing Journal articles (peer reviewed) by Author "Lillemo, Morten"
Now showing items 1-20 of 45
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A Bayesian genomic multi-output regressor stacking model for predicting multi-trait multi-environment plant breeding data
Montesinos-Lopez, Osval A.; Montesinos-Lopez, Abelardo; Crossa, Jose; Cuevas, Jaime; Montesinos-Lopez, Jose C.; Zitlalli, Salas Gutierrez; Lillemo, Morten; Philomin, Juliana; Singh, Ravi P. (Peer reviewed; Journal article, 2019)In this paper we propose a Bayesian multi-output regressor stacking (BMORS) model that is a generalization of the multi-trait regressor stacking method. The proposed BMORS model consists of two stages: in the first stage, ... -
A European perspective on opportunities and demands for field-based crop phenotyping
Morisse, Merlijn; Wells, Darren M.; Millet, Emilie J.; Lillemo, Morten; Fahrner, Sven; Cellini, Francesco; Lootens, Peter; Muller, Onno; Herrera, Juan M.; Bentley, Alison R.; Janni, Michela (Peer reviewed; Journal article, 2021) -
A New Deep Learning Calibration Method Enhances Genome-Based Prediction of Continuous Crop Traits
Montesinos-López, Osval A.; Montesinos-López, Abelardo; Mosqueda-González, Brandon A.; Bentley, Alison R.; Lillemo, Morten; Varshney, Rajeev K.; Crossa, Jose (Peer reviewed; Journal article, 2021) -
An overview of barley breeding and variety trials in Iceland in 1987-2014
Hilmarsson, Hrannar; Göransson, Magnus; Lillemo, Morten; Kristjansdottir, Thordis Anna; Hermannsson, Jonatan; Hallsson, Jón Hallsteinn (Journal article; Peer reviewed, 2017) -
Anther extrusion and plant height are associated with Type I resistance to Fusarium head blight in bread wheat line ‘Shanghai-3/Catbird’
Lu, Qiongxian; Lillemo, Morten; Skinnes, Helge; He, Xinyao; Shi, Jianrong; Ji, Fang; Dong, Yanhong; Bjørnstad, Åsmund (Journal article; Peer reviewed, 2013) -
Approximate genome-based kernel models for large data sets including main effects and interactions
Cuevas, Jaime; Montesinos-Lopez, Osval A.; Martini, J.W.R.; Perez-Rodriguez, Paulino; Lillemo, Morten; Crossa, Jose (Peer reviewed; Journal article, 2020)The rapid development of molecular markers and sequencing technologies has made it possible to use genomic prediction (GP) and selection (GS) in animal and plant breeding. However, when the number of observations (n) is ... -
Characterization of polyploid wheat genomic diversity using a high-density 90 000 single nucleotide polymorphism array
Wang, Shichen; Wong, Debbie; Forrest, Kerrie; Allen, Alexandra; Chao, Shiaoman; Huang, Bevan E.; Maccaferri, Marco; Salvi, Silvio; Milner, Sara G.; Cattivelli, Luigi; Mastrangelo, Anna M.; Whan, Alex; Stephen, Stuart; Barker, Gary; Wieseke, Ralf; Plieske, Joerg; Lillemo, Morten; Mather, Diane; Appels, Rudi; Dolferus, Rudy; Brown-Guedira, Gina; Korol, Abraham; Akhunova, Alina R.; Feuillet, Catherine; Salse, Jerome; Morgante, Michele; Pozniak, Curtis; Luo, Ming-Cheng; Dvorak, Jan; Morell, Matthew; Dubcovsky, Jorge; Ganal, Martin; Tuberosa, Roberto; Lawley, Cindy; Mikoulitch, Ivan; Cavanagh, Colin; Edwards, Keith J.; Hayden, Matthew; Akhunov, Eduard (Journal article; Peer reviewed, 2014) -
Comparing gradient boosting machine and Bayesian threshold BLUP for genome-based prediction of categorical traits in wheat breeding
Montesinos-Lopez, Osval A.; Gonzales, Henry Nicole; Montesinos-Lopez, Abelardo; Daza-Torres, Maria; Lillemo, Morten; Montesinos-Lopez, Jose Cricelio; Crossa, Jose (Peer reviewed; Journal article, 2022) -
Different Resistance to DON versus HT2 + T2 Producers in Nordic Oat Varieties
Hofgaard, Ingerd Skow; Brodal, Guro; Almvik, Marit; Lillemo, Morten; Russenes, Aina Lundon; Edwards, Simon Graham; Aamot, Heidi Udnes (Peer reviewed; Journal article, 2022)Over recent decades, the Norwegian cereal industry has had major practical and financial challenges associated with the occurrence of Fusarium head blight (FHB) pathogens and their associated mycotoxins in cereal grains. ... -
Dwarfing genes Rht- B1b and Rht-D1b are associated with both Type I FHB susceptibility and low anther extrusion in two bread wheat populations
He, Xinyao; Singh, Sukhwinder; Singh, Pawan K.; Duveiller, Etienne; Dreisigacker, Susanne; Lillemo, Morten (Journal article; Peer reviewed, 2016) -
Effects of three Parastagonospora nodorum necrotrophic effectors on spring wheat under Norwegian field conditions
Ruud, Anja Karine; Dieseth, Jon Arne; Lillemo, Morten (Journal article; Peer reviewed, 2017) -
Evaluation of strategies to optimize training populations for genomic prediction in oat (Avena sativa)
Sørensen, Espen Sannes; Jansen, Constantin; Windju, Susanne Skinnehaugen; Crossa, Jose; Sonesson, Anna Kristina; Lillemo, Morten; Alsheikh, Muath K (Peer reviewed; Journal article, 2022) -
Evaluering av strategier for å optimalisere treningspopulasjoner for genomisk prediksjon i havre (Avena sativa)
Sørensen, Espen Sannes; Jansen, Constantin; Windju, Susanne Skinnehaugen; Crossa, Jose; Sonesson, Anna Kristina; Lillemo, Morten; Alsheikh, Muath K (Peer reviewed; Journal article, 2022) -
Exploring robots and UAVs as phenotyping tools in plant breeding
Burud, Ingunn; Lange, Gunnar; Lillemo, Morten; Bleken, Eivind; Grimstad, Lars; From, Pål Johan (Journal article; Peer reviewed, 2017) -
Field screening of waterlogging tolerance in spring wheat and spring barley
Sundgren, Tove; Uhlen, Anne Kjersti; Waalen, Wendy; Lillemo, Morten (Journal article; Peer reviewed, 2018)Improved waterlogging tolerance of wheat and barley varieties may alleviate yield constraints caused by heavy or long-lasting precipitation. The waterlogging tolerance of 181 wheat and 210 barley genotypes was investigated ... -
Genetic architecture of fusarium head blight disease resistance and associated traits in Nordic spring wheat
Nannuru, Vinay Kumar Reddy; Windju, Susanne Skinnehaugen; Belova, Tatiana; Dieseth, Jon Arne; Alsheikh, Muath K; Dong, Yanhong; McCartney, Curt A.; Henriques, Maria Antonia; Buerstmayr, Hermann; Michel, Sebastian; Meuwissen, Theodorus; Lillemo, Morten (Peer reviewed; Journal article, 2022) -
Genetic mapping using a wheat multi-founder population reveals a locus on chromosome 2A controlling resistance to both leaf and glume blotch caused by the necrotrophic fungal pathogen Parastagonospora nodorum
Lin, Min; Corsi, Beatrice; Ficke, Andrea; Tan, Kar-Chun; Cockram, James; Lillemo, Morten (Peer reviewed; Journal article, 2020)Key message A locus on wheat chromosome 2A was found to control feld resistance to both leaf and glume blotch caused by the necrotrophic fungal pathogen Parastagonospora nodorum. Abstract The necrotrophic fungal pathogen ... -
Genetic Structure of the Norwegian Parastagonospora nodorum Population
Lin, Min; Ficke, Andrea; Cockram, James; Lillemo, Morten (Peer reviewed; Journal article, 2020) -
Genome-wide association mapping of resistance to septoria nodorum leaf blotch in a Nordic spring wheat collection
Ruud, Anja Karine; Dieseth, Jon Arne; Ficke, Andrea; Furuki, Eiko; Phan, Huyen T. T.; Oliver, Richard; Tan, Kar-Chun; Lillemo, Morten (Peer reviewed; Journal article, 2019)Parastagonospora nodorum is the causal agent of Septoria nodorum leaf blotch (SNB) in wheat (Triticum aestivum L.). It is the most important leaf blotch pathogen in Norwegian spring wheat. Several quantitative trait loci ... -
Genome-wide association mapping of septoria nodorum blotch resistance in Nordic winter and spring wheat collections
Lin, Min; Ficke, Andrea; Dieseth, Jon Arne; Lillemo, Morten (Peer reviewed; Journal article, 2022)Septoria nodorum blotch (SNB), caused by the necrotrophic fungal pathogen Parastagonospora nodorum, is the dominant leaf blotch pathogen of wheat in Norway. Resistance/susceptibility to SNB is a quantitatively inherited ...