Increasing the water use efficiency of crops is an important agricultural goal closely related
to the root system—the primary plant organ for water and nutrient acquisition. In an attempt …

Abstract The Genome-to-Phenome (G2P) problem is one of the highest-priority challenges
in applied biology. Ecophysiological crop models (ECM) and genomic prediction (GP) …

Increasing the rate of genetic gain for seed yield remains the primary breeding objective in
both public and private soybean [Glycine max (L.) Merr.] breeding programs. Genomic …

With the widespread use of high-throughput phenotyping systems, growth process data are
expected to become more easily available. By applying genomic prediction to growth data, it …

Crop growth and phenology are driven by seasonal changes in environmental variables,
with temperature as one important factor. However, knowledge about genotype-specific …

Key message We proposed models to predict the effects of genomic and environmental
factors on daily soybean growth and applied them to soybean growth data obtained with …

The evaluation of plant and animal growth, separately for genetic and environmental effects,
is necessary for genetic understanding and genetic improvement of environmental …

High-dimensional multi-omics microbiome data plays an important role in elucidating
microbial communities' interactions with their hosts and environment in critical diseases and …

Aerial photography using unmanned aerial vehicles and a multispectral camera is used to
monitor the condition of soybean crops, predict their development and phenotyping. This …