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.
Rodomiro Octavio Ortiz Rios
Faculty of Landscape Architecture, Horticulture and Crop Production Science
Email: rodomiro.ortiz@slu.se
ORCID: 0000-0002-1739-7206
Publications
2025
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.
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.
Research article2025Peer reviewedOpen access
Evaluation of confectionary sunflower germplasm accessions and their derived hybrids
Latif, Abdul; Rauf, Saeed; Nazish, Maham et al.
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.
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.
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
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
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
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.
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
Temperature affects major fatty acid biosynthesis in noug (Guizotia abyssinica) self-compatible lines
Gebeyehu Demissie, Adane; Hammenhag, Cecilia; Ortiz Rios, Rodomiro Octavio et al.
Editorial2024Peer reviewedOpen access
Editorial: Impact and mitigation of abiotic stress in cereals
Morris, Peter Christian; Reuveni , Moshe; Ortiz Rios, Rodomiro Octavio.
Research article2024Peer reviewedOpen access
Durum wheat heat tolerance loci defined via a north–south gradient
Sall, Amadou Tidiane; Kabbaj, Hafssa; Menoum, Sidi ould Ely et al.
Magazine article2024
Preparing Wheat to Face Rising Temperatures Through Improved Heat Tolerance
Ortiz Rios, Rodomiro Octavio.
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.
Research article2024Peer reviewedOpen access
Genomic Prediction for Inbred and Hybrid Polysomic Tetraploid Potato Offspring
Ortiz Rios, Rodomiro Octavio; Reslow, Fredrik; Vetukuri, Ramesh 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.
Research article2024Peer reviewedOpen access
Genotype by environment interaction influence on functional molecules (tocopherols and sterols) accumulation in sunflower oil
Hussain, Masood; Rauf, Saeed; Ortiz, Rodomiro et al.
Research article2024Peer reviewedOpen access
On-farm foliar application of a humic biostimulant increases the yield of rice
Izquierdo, Juan; Arriagada, Osvin; Garcia-Pintos, Gustavo et al.
Review article2024Peer reviewedOpen access
Epistasis and pleiotropy-induced variation for plant breeding
Dwivedi, Sangam L.; Heslop-Harrison, Pat; Amas, Junrey et al.
Magazine article2024
Café modificado genéticamente ¿sí o no?
Ortiz Rios, Rodomiro Octavio.