Our ability to interrogate and manipulate the genome far exceeds our capacity to measure
the effects of genetic changes on plant traits. Much effort has been made recently by the …

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

Recent attempts, advances and challenges, as well as future perspectives regarding the
application of proximal hyperspectral sensing (where sensors are placed within 10 m above …

Hyperspectral imaging has been extensively investigated as an emerging, promising
technique for measuring the quality and protection of horticultural and agricultural products …

Efficiently analyzing the relationship between plant phenotypes, quality, and resistance
remains challenging. In this study, deep learning models based on hyperspectral data and …

Significance Spectral imaging, which includes hyperspectral and multispectral imaging, can
provide images in numerous wavelength bands within and beyond the visible light …

Leaf-level hyperspectral reflectance has become an effective tool for high-throughput
phenoty** of plant leaf traits due to its rapid, low-cost, multi-sensing, and non-destructive …

The spectral reflectance signature of the plants contains rich information about their
biophysical, physiological and chemical characteristics. Learning the patterns directly from …

Hyperspectral Imaging (HSI) has been widely adopted in field plant phenoty** activities.
Current HSI solutions such as airborne remote sensing platforms and handheld …

Recent advances in smartphone technologies have opened the door to the development of
accessible, highly portable sensing tools capable of accurate and reliable data collection in …