Hyperspectral sensors and imaging technologies in phytopathology: state of the art
Plant disease detection represents a tremendous challenge for research and practical
applications. Visual assessment by human raters is time-consuming, expensive, and error …
applications. Visual assessment by human raters is time-consuming, expensive, and error …
Phenotyping plant responses to biotic stress by chlorophyll fluorescence imaging
Photosynthesis is a pivotal process in plant physiology, and its regulation plays an important
role in plant defense against biotic stress. Interactions with pathogens and pests often cause …
role in plant defense against biotic stress. Interactions with pathogens and pests often cause …
Plant disease detection by imaging sensors–parallels and specific demands for precision agriculture and plant phenotyping
AK Mahlein - Plant disease, 2016 - Am Phytopath Society
Early and accurate detection and diagnosis of plant diseases are key factors in plant
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …
Future scenarios for plant phenotyping
With increasing demand to support and accelerate progress in breeding for novel traits, the
plant research community faces the need to accurately measure increasingly large numbers …
plant research community faces the need to accurately measure increasingly large numbers …
Close range hyperspectral imaging of plants: A review
Highlights•HSI is an automated, non-destructive and rapid alternative to explore plant
traits.•It acquires both chemical and structural information related with plant …
traits.•It acquires both chemical and structural information related with plant …
Phenotyping for drought tolerance of crops in the genomics era
R Tuberosa - Frontiers in physiology, 2012 - frontiersin.org
Improving crops yield under water-limited conditions is the most daunting challenge faced
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize
Background Recent developments in unmanned aerial platforms (UAP) have provided
research opportunities in assessing land allocation and crop physiological traits, including …
research opportunities in assessing land allocation and crop physiological traits, including …
Specim IQ: evaluation of a new, miniaturized handheld hyperspectral camera and its application for plant phenotyping and disease detection
J Behmann, K Acebron, D Emin, S Bennertz… - Sensors, 2018 - mdpi.com
Hyperspectral imaging sensors are promising tools for monitoring crop plants or vegetation
in different environments. Information on physiology, architecture or biochemistry of plants …
in different environments. Information on physiology, architecture or biochemistry of plants …
Cell to whole-plant phenotyping: the best is yet to come
Imaging and image processing have revolutionized plant phenotyping and are now a major
tool for phenotypic trait measurement. Here we review plant phenotyping systems by …
tool for phenotypic trait measurement. Here we review plant phenotyping systems by …
Hyperspectral imaging applications in agriculture and agro-food product quality and safety control: A review
In this review, various applications of near-infrared hyperspectral imaging (NIR-HSI) in
agriculture and in the quality control of agro-food products are presented. NIR-HSI is an …
agriculture and in the quality control of agro-food products are presented. NIR-HSI is an …