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Role of Modelling in International Crop Research: Overview and Some Case Studies by Reynolds, Matthew P., Kropff, Martin, Crossa, José, Koo, Jawoo, Kruseman, Gideon K., Molero Milan, Anabel, Rutkoski, Jessica, Schulthess, Urs C., Balwinder-Singh, Poonia, S., Sonder, Kai, Tonnang, Henri E.Z., Vadez, Vincent

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CGIAR modeling approaches for resource-constrained scenarios: I. Accelerating crop breeding for a changing climate by Ramírez Villegas, Julián Armando, Molero Milan, Anabel, Alexandrov, Nickolai, Asseng, Senthold, Challinor, Andrew J., Crossa, José, Eeuwijk, Fred A. van, Ghanem, Michel Edmond, Grenier, Cécile, Heinemann, Alexandre B., Wang, Jiankang, Juliana, Philomin, Kehel, Zakaria, Kholová, Jana, Koo, Jawoo, Pequeno, Diego Notelo Luz, Quiróz, Roberto, Rebolledo, Maria C., Sukumaran, Sivakumar, Vadez, Vincent, White, Jeffrey W., Reynolds, Matthew P.

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Mainstreaming genomic selection in CIMMYT Africa Maize Breeding Program by Beyene, Yoseph, Gowda, Manje, Crossa, José, Olsen, Michael, Robbins, Kelly R., Pérez, P., Burgueño, Juan, Boddupalli, P.M.

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Sparse kernel models provide optimization of training set design for genomic prediction in multiyear wheat breeding data by López Cruz, Marco, Dreisigacker, Susanne, Crespo-Herrera, Leonardo A., Bentley, Alison R., Singh, Ravi P., Poland, Jesse A., Shrestha, Sandesh, Huerta Espino, Julio, Velu, Govindan, Juliana, Philomin, Mondal, Suchismita, Pérez Rodriguez, Paulino, Crossa, José

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Response to early generation genomic selection for yield in wheat by Bonnett, David G., Yongle Li, Crossa, José, Dreisigacker, Susanne, Basnet, Bhoja Raj, Pérez Rodriguez, Paulino, Alvarado Beltrán, Gregorio, Jannink, Jean-Luc, Poland, Jesse A., Sorrells, Mark Earl

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Implementation of genomic selection in CIMMYT –Africa Maize Breeding Program by Beyene, Yoseph, Gowda, Manje, Crossa, José, Olsen, Michael, Robbins, Kelly R., Pérez, P., Burgueño, Juan, Boddupalli, P.M.

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Bayesian multitrait kernel methods improve multienvironment genome-based prediction by Montesinos López, Osval A., Montesinos López, José Cricelio, Montesinos López, Abelardo, Ramírez Alcaraz, Juan Manuel, Poland, Jesse A., Singh, Ravi P., Dreisigacker, Susanne, Crespo-Herrera, Leonardo A., Mondal, Suchismita, Velu, Govindan, Juliana, Philomin, Huerta Espino, Julio, Shrestha, Sandesh, Varshney, Rajeev K., Crossa, José

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Plant breeding increases spring wheat yield potential in Afghanistan by Sharma, Rajiv Kumar, Crossa, José, Ataei, Najibeh, Lodin, Raqib, Joshi, Arun Kumar, Vargas Hernández, Mateo, Braun, Hans-Joachim, Singh, Ravi P., Bentley, Alison R.

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Genomic prediction of the performance of hybrids and the combining abilities for line by tester trials in maize by Ao Zhang, Pérez Rodriguez, Paulino, San Vicente, Felix M., Palacios Rojas, Natalia, Dhliwayo, Thanda, Yubo Liu, Zhenhai Cui, Yuan Guan, Hui Wang, Hongjian Zheng, Olsen, Michael, Boddupalli, P.M., Yanye Ruan, Crossa, José, Xuecai Zhang

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Sparse testing using genomic prediction improves selection for breeding targets in elite spring wheat by Atanda, Sikiru Adeniyi, Velu, Govindan, Singh, Ravi P., Robbins, Kelly R., Crossa, José, Bentley, Alison R.

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Genomic prediction of drought tolerance during seedling stage in maize using low-cost molecular markers by Ao Zhang, Shan Chen, Zhenhai Cui, Yubo Liu, Yuan Guan, Shuang Yang, Jingtao Qu, Juchao Nie, Dongdong Dang, Cong Li, Xiaomei Dong, Jinjuan Fan, Yanshu Zhu, Xuecai Zhang, Crossa, José, Huiying Cao, Yanye Ruan, Hongjian Zheng

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Near-infrared spectroscopy to predict provitamin A carotenoids content in maize by Rosales Nolasco, Aldo, Crossa, José, Cuevas, Jaime, Cabrera-Soto, Luisa María, Dhliwayo, Thanda, Ndhlela, Thokozile, Palacios Rojas, Natalia

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Effects of glutenins (Glu-1 and Glu-3) allelic variation on dough properties and bread-making quality of CIMMYT bread wheat breeding lines by Guzmán García, Carlos, Crossa, José, Mondal, Suchismita, Velu, Govindan, Huerta Espino, Julio, Crespo-Herrera, Leonardo A., Vargas, Mateo, Singh, Ravi P., Ibba, Maria Itria

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Envirome-wide associations enhance multi-year genome-based prediction of historical wheat breeding data by Costa Neto, Germano, Crespo-Herrera, Leonardo A., Fradgley, Nick, Gardner, Keith A., Bentley, Alison R., Dreisigacker, Susanne, Fritsche-Neto, Roberto, Montesinos López, Osval A., Crossa, José

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Using an incomplete block design to allocate lines to environments improves sparse genome-based prediction in plant breeding by Montesinos López, Osval A., Montesinos López, Abelardo, Acosta, Ricardo, Varshney, Rajeev K., Bentley, Alison R., Crossa, José

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Prediction of near-term climate change impacts on UK wheat quality and the potential for adaptation through plant breeding by Fradgley, Nick, Bacon, James, Bentley, Alison R., Costa Neto, Germano, Cottrell, Andrew, Crossa, José, Cuevas, Jaime, Kerton, Matthew, Pope, Edward, Swarbreck, Stéphanie M., Gardner, Keith A.

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A linear profit function for economic weights of linear phenotypic selection indices in plant breeding by Ceron Rojas, J. Jesus, Gowda, Manje, Toledo, Fernando H., Beyene, Yoseph, Bentley, Alison R., Crespo-Herrera, Leonardo A., Gardner, Keith A., Crossa, José

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Genetic analyses of tropical maize lines under artificial infestation of fall armyworm and foliar diseases under optimum conditions by Kamweru, Isaac, Beyene, Yoseph, Bruce, Anani Yaovi, Makumbi, Dan, Adetimirin, Victor O., Pérez Rodriguez, Paulino, Toledo, Fernando H., Crossa, José, Boddupalli, P.M., Gowda, Manje

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Author Correction: A chickpea genetic variation map based on the sequencing of 3,366 genomes by Varshney, Rajeev K., Roorkiwal, Manish, Shuai Sun, Bajaj, Prasad, Annapurna Chitikineni, Thudi, Mahendar, Singh, Narendra P., Xiao Du, Upadhyaya, Hari D., Khan, Aamir, Yue Wang, Vanika Garg, Guangyi Fan, Cowling, Wallace A., Crossa, José, Gentzbittel, Laurent, Voss-Fels, Kai Peter, Valluri, Vinod Kumar, Sinha, Pallavi, Singh, Vikas K., Ben, Cécile, Rathore, Abhishek, Punna, Ramu, Muneendra K. Singh, Tar’an, Bunyamin, Chellapilla, Bharadwaj, Yasin, Mohammad, Pithia, Motisagar S., Singh, Servejeet, Soren, Khela Ram, Kudapa, Himabindu, Jarquín, Diego, Cubry, Philippe, Hickey, Lee T., Dixit, Girish Prasad, Thuillet, Anne-Céline, Hamwieh, Aladdin, Kumar, Shiv, Deokar, Amit, Chaturvedi, Sushil Kumar, Francis, Aleena, Howard, Réka, Chattopadhyay, Debasis, Edwards, David, Lyons, Eric, Vigouroux, Yves, Hayes, Ben J., Wettberg, Eric von, Datta, Swapan K., Huanming Yang, Nguyen, Henry T., Jian Wang, Siddique, Kadambot H.M., Mohapatra, Trilochan, Bennetzen, Jeffrey L., Xun Xu, Xin Liu

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Optimizing sparse testing for genomic prediction of plant breeding crops by Montesinos López, Osval A., Saint Pierre, Carolina, Gezan, Salvador A., Bentley, Alison R., Mosqueda Gonzalez, Brandon A., Montesinos López, Abelardo, Eeuwijk, Fred A. van, Beyene, Yoseph, Gowda, Manje, Gardner, Keith A., Gerard, Guillermo S., Crespo-Herrera, Leonardo A., Crossa, José

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