Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software.

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Bibliographic Details
Title: Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software.
Authors: Crossa J; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico; Colegio de Postgraduados, Montecillos, Edo. de México CP 56230, Mexico., Martini JWR; Aardevo B.V., Nagele, The Netherlands., Vitale P; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Pérez-Rodríguez P; Colegio de Postgraduados, Montecillos, Edo. de México CP 56230, Mexico., Costa-Neto G; Cornell University Ithaca, Ithaca, NY, USA., Fritsche-Neto R; Louisiana State University, College of Agriculture, Baton Rouge, LA, USA., Runcie D; Department of Plant Sciences at the University of California, Davis, CA, USA., Cuevas J; Universidad de Quintana Roo, Chetumal, Quintana Roo, 77019, Mexico., Toledo F; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Li H; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., De Vita P; Research Center for Cereal and Industrial Crops (CREA-CI), CREA - Council for Agricultural Research and Economics, Foggia, Italy., Gerard G; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Dreisigacker S; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Crespo-Herrera L; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Saint Pierre C; International Maize and Wheat Improvement Center (CIMMYT), Carretera México - Veracruz Km. 45, El Batán, CP 56237, Texcoco, Edo. de México, Mexico., Bentley A; Australian National University, Research School of Biology, Canberra, Australia., Lillemo M; Norwegian University of Life Science (NMBU), Department of Plant Science, Ås, Norway., Ortiz R; Department of Plant Breeding, Swedish University of Agricultural Sciences (SLU), P.O. Box 190 Sundsvagen 10, SE 23422 Lomma, Sweden., Montesinos-López OA; Facultad de Telemática, Universidad de Colima, C. P. 28040, Edo. de Colima, Mexico. Electronic address: osval78t@gmail.com., Montesinos-López A; Departamento de Matemáticas, Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI), Universidad de Guadalajara, 44430, Guadalajara, Jalisco, Mexico. Electronic address: aml_uach2004@hotmail.com.
Source: Trends in plant science [Trends Plant Sci] 2025 Jul; Vol. 30 (7), pp. 756-774. Date of Electronic Publication: 2025 Jan 30.
Publication Type: Journal Article; Review; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Science, Ltd Country of Publication: England NLM ID: 9890299 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4372 (Electronic) Linking ISSN: 13601385 NLM ISO Abbreviation: Trends Plant Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1878-4372
DOI:10.1016/j.tplants.2024.12.009