Review article2025Peer reviewedOpen access
Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
Crossa, José; Martini, Johannes W.R.; Vitale, Paolo.
Publications
2025
Research article2025Peer reviewedOpen access
Environmental impact and phenotypic stability in potato clones resistant to late blight Phytophthora infestans (Mont) de Bary, resilient to climate change in Peru
Gastelo, Manuel; Bastos, Carolina; Ortiz, Rodomiro et al.
Research article2025Peer reviewedOpen access
Artificial intelligence meets genomic selection: comparing deep learning and GBLUP across diverse plant datasets
Montesinos-López, Abelardo; Montesinos-López, Osval A.; Ramos-Pulido, Sofia et al.
Research article2025Peer reviewedOpen access
Genotyping by sequencing reveals the genetic diversity and population structure of Peruvian highland maize races
Arbizu, Carlos I.; Bazo-Soto, Isamar; Flores, Joel et al.
Review article2025Peer reviewedOpen access
The importance of genotyping within the climate-smart plant breeding value chain - integrative tools for genetic enhancement programs
Garcia-Oliveira, Ana Luisa; Ortiz, Rodomiro; Sarsu, Fatma et al.
Review article2025Peer reviewedOpen access
Machine learning algorithms translate big data into predictive breeding accuracy
Crossa, Jose; Montesinos-Lopez, Osval A.; Costa-Neto, Germano et al.
Research article2025Peer reviewedOpen access
Evaluation of confectionary sunflower germplasm accessions and their derived hybrids
Latif, Abdul; Rauf, Saeed; Nazish, Maham et al.
Research article2025Peer reviewedOpen access
Plant development influences dynamic shifts in the root compartment microbiomes of wild and domesticated finger millet cultivars
Ayele Dadi, Fantaye; Muthusamy, Saraladevi; Ghosh, Samrat.
2024
Editorial2024Open access
Editorial: Trends and perspectives for the use of crop wild relatives in crop breeding
Ortiz, Rodomiro; Bassi, Filippo M.; Rao, Mahesh et al.
Review article2024Peer reviewedOpen access
Understanding abscisic acid-mediated stress signaling to affect rice development under stress
Gul, Rao Muhammad Samran; Rauf, Saeed; Ortiz, Rodomiro et al.
Review article2024Peer reviewedOpen access
Genomic selection in plant breeding: Key factors shaping two decades of progress
Alemu, Admas; Astrand, Johanna; Montesinos-Lopez, Osval A. et al.
Review article2024Peer reviewedOpen access
Sesame, an Underutilized Oil Seed Crop: Breeding Achievements and Future Challenges
Rauf, Saeed; Basharat, Taiyyibah; Gebeyehu, Adane et al.
Research article2024Peer reviewed
SUNFLOWER HYBRIDS EVALUATION FOR CHARCOAL ROT RESISTANCE
Basharat, T.; Gul, S.; Rauf, S. et al.
Review article2024Peer reviewedOpen access
Unlocking allelic variation in circadian clock genes to develop environmentally robust and productive crops
Dwivedi, Sangam Lal; Quiroz, Luis Felipe; Spillane, Charles et al.
Research article2024Peer reviewedOpen access
The Combination of Low-Cost, Red-Green-Blue (RGB) Image Analysis and Machine Learning to Screen for Barley Plant Resistance to Net Blotch
Leiva, Fernanda; Dhakal, Rishap; Himanen, Kristiina et al.
Research article2024Peer reviewedOpen access
Temperature affects major fatty acid biosynthesis in noug (Guizotia abyssinica) self-compatible lines
Gebeyehu Demissie, Adane; Hammenhag, Cecilia; Ortiz Rios, Rodomiro Octavio et al.
Report2024Peer reviewed
Improving healthy diets in a changing climate. Policies for mainstreaming the inclusion of neglected ‘opportunity crops’ in seed systems
van Zonneveld, Maarten; Castañeda-Álvarez, Nora P.; Achigan-Dako, Enoch G..
Review article2024Peer reviewedOpen access
What plant breeding may (and may not) look like in 2050?
Bassi, Filippo M.; Sanchez-Garcia, Miguel; Ortiz, Rodomiro.
Research article2024Peer reviewedOpen access
Unlocking the genetic potential of Ethiopian durum wheat landraces with high protein quality: Sources to be used in future breeding for pasta production
Mulugeta, Behailu; Tesfaye, Kassahun; Ortiz, Rodomiro et al.
Research article2024Peer reviewedOpen access
Genome-wide association analysis revealed genetic markers linked to grain yield and yield related traits in finger millet grown in acidic soils
Brhane, Haftom; Haileselassie, Teklehaimanot; Tesfaye, Kassahun et al.
Research article2024Peer reviewedOpen access
Comparison of Single-Trait and Multi-Trait GBLUP Models for Genomic Prediction in Red Clover
Osterman, Johanna; Gutierrez, Lucia; Ohlund, Linda et al.
Review article2024Peer reviewedOpen access
Epistasis and pleiotropy-induced variation for plant breeding
Dwivedi, Sangam L.; Heslop-Harrison, Pat; Amas, Junrey et al.
Book (editor)2024Peer reviewedOpen access
Trends and Perspectives for the Use of Crop Wild Relatives in Crop Breeding
Rao, Mahesh (ed.); Bassi, Filippo Maria (ed.); Ortiz Rios, Rodomiro Octavio (ed.); et al.
Research article2024Peer reviewedOpen access
Exploring Data Augmentation Algorithm to Improve Genomic Prediction of Top-Ranking Cultivars
Montesinos-Lopez, Osval A.; Sivakumar, Arvinth; Huerta Prado, Gloria Isabel et al.
Magazine article2024
Preparing Wheat to Face Rising Temperatures Through Improved Heat Tolerance
Ortiz Rios, Rodomiro Octavio.