Spectral signatures in the UV range can be combined with secondary plant metabolites by deep learning to characterize barley–powdery mildew interaction

Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images

(2019) Gerrit Polder et al.   Frontiers in Plant Science

HvWRKY23 regulates flavonoid glycoside and hydroxycinnamic acid amide biosynthetic genes in barley to combat Fusarium head blight

(2019) Shailesh Karre et al.   PLANT MOLECULAR BIOLOGY

Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range

(2019) Anna Brugger et al.   Remote Sensing

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

(2019) Anne-Katrin Mahlein et al.   CURRENT OPINION IN PLANT BIOLOGY

Plant disease identification using explainable 3D deep learning on hyperspectral images

(2019) Koushik Nagasubramanian et al.   Plant Methods

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks

(2019) Everton Castelao Tetila et al.   IEEE Geoscience and Remote Sensing Letters

Database of Absorption and Fluorescence Spectra of >300 Common Compounds for use in PhotochemCAD

(2018) Masahiko Taniguchi et al.   PHOTOCHEMISTRY AND PHOTOBIOLOGY

Hyperspectral Sensors and Imaging Technologies in Phytopathology: State of the Art

(2018) A.-K. Mahlein et al.   Annual Review of Phytopathology

Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives

(2018) Asheesh Kumar Singh et al.   TRENDS IN PLANT SCIENCE

Screening of Barley Resistance Against Powdery Mildew by Simultaneous High-Throughput Enzyme Activity Signature Profiling and Multispectral Imaging

(2018) Matheus T. Kuska et al.   Frontiers in Plant Science

Observation of plant–pathogen interaction by simultaneous hyperspectral imaging reflection and transmission measurements

(2017) Stefan Thomas et al.   FUNCTIONAL PLANT BIOLOGY

Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective

(2017) Stefan Thomas et al.   Journal of Plant Diseases and Protection

Spectral Patterns Reveal Early Resistance Reactions of Barley Against Blumeria graminis f. sp. hordei

(2017) Matheus Thomas Kuska et al.   PHYTOPATHOLOGY

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

(2015) Matheus Kuska et al.   Plant Methods

Flavonoids as Important Molecules of Plant Interactions with the Environment

(2014) Justyna Mierziak et al.   MOLECULES

Plant Flavonoids—Biosynthesis, Transport and Involvement in Stress Responses

(2013) Elisa Petrussa et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Chlorophyll fluorescence imaging as tool for understanding the impact of fungal diseases on plant performance: a phenomics perspective

(2009) Julie D. Scholes et al.   FUNCTIONAL PLANT BIOLOGY

A review of phytoestrogens: Their occurrence and fate in the environment

(2009) Ze-hua Liu et al.   WATER RESEARCH