Societal Impact Statement Advancements in our ability to rapidly detect plant responses to
stress are necessary to improve crop management practices and meet the global challenge …

This review outlines the advances achieved in monitoring natural and anthropogenic plant
stressors by hyperspectral remote sensing over the last 50 years. A broad diversity of …

Previous plant phenotyping studies have focused on the visible (VIS, 400–700 nm), near-
infrared (NIR, 700–1000 nm) and short-wave infrared (SWIR, 1000–2500 nm) range. The …

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 …

Background Remote monitoring of plants using hyperspectral imaging has become an
important tool for the study of plant growth, development, and physiology. Many applications …

Plant stresses have been monitored using the imaging or spectrometry of plant leaves in the
visible (red-green-blue or RGB), near-infrared (NIR), infrared (IR), and ultraviolet (UV) …

Remote detection and monitoring of the vegetation responses to stress became relevant for
sustainable agriculture. Ongoing developments in optical remote sensing technologies have …

Drought is the most important limitation on crop yield. Understanding and detecting drought
stress in crops is vital for improving water use efficiency through effective breeding and …

The adaptation of specific remote sensing and hyperspectral analysis techniques for the
determination of incipient nutrient stress in plants could allow early detection and precision …

Background The use of hyperspectral cameras is well established in the field of plant
phenotyping, especially as a part of high-throughput routines in greenhouses. Nevertheless …