Browsing Brage NMBU by Author "Lillemo, Morten"
Now showing items 1-20 of 66
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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) -
Alleles of adaptive importance for barley cultivation in a subarctic climate / Magnus Göransson
Göransson, Magnus (PhD thesis;2023:51, Doctoral thesis, 2023)Barley is the most grown cereal in the Nordic countries, and the fourth most important cereal crop globally. Its use is mainly for feed, but a large portion is also used by the brewing industry. At northern latitudes, such ... -
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 ... -
Bladsjukdommer i norsk hvete. Forekomst, betydning og tiltak
Ficke, Andrea; Dieseth, Jon Arne; Kim, Margit Oami; Lillemo, Morten (Others, 2018) -
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) -
Detection and validation of disease resistance QTL in wheat
Windju, Susanne Skinnehaugen (PhD Thesis;2018:02, Doctoral thesis, 2018)Powdery mildew (PM), Fusarium head blight (FHB) and Septoria leaf blotch (SNB) are devastating wheat diseases. Breeding of disease resistant varieties is an economical and environmentally friendly approach and is given ... -
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 ... -
Fine-mapping and characterization of fusarium head blight resistance QTL on chromosome 2D in wheat
Spongsveen, Oda Otilie Holltrø (Master thesis, 2022)Fusarium head blight (FHB) is a destructive disease in cereals (and other plants) caused by several plant pathogenic species of Fusarium spp. In bread wheat (Triticum aestivum) it infects the kernels, which greatly impacts ... -
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)