Milton Valencia-Ortiz

Overexpression of an <i>Arabidopsis thaliana</i> galactinol synthase gene improves drought tolerance in transgenic rice and increased grain yield in the field

Michael Gomez Selvaraj, Takuma Ishizaki, Milton Valencia-Ortiz et al. · Plant Biotechnology Journal · 2017 · 170 citations · Full text

Agriculture, Plant Biology, Plant Sciences +16

Expression of the CCCH‐tandem zinc finger protein gene <i>OsTZF5</i> under a stress‐inducible promoter mitigates the effect of drought stress on rice grain yield under field conditions

Michael Gomez Selvaraj, Asad Jan, Takuma Ishizaki et al. · Plant Biotechnology Journal · 2020 · 91 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +17

Machine learning for high-throughput field phenotyping and image processing provides insight into the association of above and below-ground traits in cassava (Manihot esculenta Crantz)

Michael Gomez Selvaraj, Manuel Valderrama, Diego Guzman et al. · Plant Methods · 2020 · 84 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Estimating rice yield related traits and quantitative trait loci analysis under different nitrogen treatments using a simple tower-based field phenotyping system with modified single-lens reflex cameras

Hiroki Naito, Satoshi Ogawa, Milton Valencia-Ortiz et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 75 citations

Agriculture, Agronomy, Plant Sciences +16

Predictive Modeling of Above-Ground Biomass in Brachiaria Pastures from Satellite and UAV Imagery Using Machine Learning Approaches

César Iván Álvarez, Diego Guzman, Jorge Casas et al. · Remote Sensing · 2022 · 46 citations · Full text

Agriculture, Forestry, Pasture Management +17