With the rapid development of genetic analysis techniques and crop population size,
phenoty** has become the bottleneck restricting crop breeding. Breaking through this …

Tremendous progress has been made with continually expanding genomics technologies to
unravel and understand crop genomes. However, the impact of genomics data on crop …

Background Plant root systems are key drivers of plant function and yield. They are also
under-explored targets to meet global food and energy demands. Many new technologies …

Changing climate creates a challenge to agricultural sustainability and food security by
changing patterns of parameters like increased UV radiation, rising temperature, altered …

With the development of advanced sensors, artificial intelligence, and computer vision,
horticultural phenomics has made great progress in recent years. However, there is a lack of …

The concentrations of cannabinoids in hemp are still tightly controlled in New Zealand and
around the world with crops exceeding the legal limit being prohibited from cultivation. Thus …

Plant phenomics deals with the measurement of plant phenotypes associated with genetic
and environmental variation in controlled environment agriculture (CEA). Encompassing a …

The global population is projected to increase by nearly 2 billion over the next three
decades, rising from 8 billion to approximately 9.7 billion by 2050, with a potential peak of …

The development of high-performance computing hardware and image processing
algorithms has led to the widespread application of image analysis in various fields [1, 2]. In …

Abstract The second Sustainable Developmental Goals (SDG), among the seventeen SDG,
is concerned with the pursuit of global food security and agricultural sustainability, which …