Quantitative assessment of disease severity and rating of barley cultivars based on hyperspectral imaging in a non-invasive, automated phenotyping platform

Specim IQ: Evaluation of a New, Miniaturized Handheld Hyperspectral Camera and Its Application for Plant Phenotyping and Disease Detection

(2018) Jan Behmann et al.   SENSORS

Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring

(2017) Nicolas Virlet et al.   FUNCTIONAL PLANT BIOLOGY

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

(2017) Stefan Thomas et al.   FUNCTIONAL PLANT BIOLOGY

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

(2017) Matheus Thomas Kuska et al.   PHYTOPATHOLOGY

Comparison of visible imaging, thermography and spectrometry methods to evaluate the effect of Heterodera schachtii inoculation on sugar beets

(2017) Samuel Joalland et al.   Plant Methods

Image Analysis in Plant Sciences: Publish Then Perish

(2017) Guillaume Lobet   TRENDS IN PLANT SCIENCE

A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding

(2016) Geng Bai et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Sun-induced chlorophyll fluorescence from high-resolution imaging spectroscopy data to quantify spatio-temporal patterns of photosynthetic function in crop canopies

(2016) Francisco Pinto et al.   PLANT CELL AND ENVIRONMENT

Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping

(2016) Anne-Katrin Mahlein   PLANT DISEASE

Calibration of hyperspectral close-range pushbroom cameras for plant phenotyping

(2015) Jan Behmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2015) Matheus Kuska et al.   Plant Methods

Plant phenotyping: from bean weighing to image analysis

(2015) Achim Walter et al.   Plant Methods

Automated phenotyping of plant shoots using imaging methods for analysis of plant stress responses – a review

(2015) Jan F Humplík et al.   Plant Methods

Impact of varying irradiance on vegetation indices and chlorophyll fluorescence derived from spectroscopy data

(2015) A. Damm et al.   REMOTE SENSING OF ENVIRONMENT

Metro Maps of Plant Disease Dynamics—Automated Mining of Differences Using Hyperspectral Images

(2015) Mirwaes Wahabzada et al.   PLoS One

A review of advanced machine learning methods for the detection of biotic stress in precision crop protection

(2014) Jan Behmann et al.   PRECISION AGRICULTURE

Detection of powdery mildew in two winter wheat cultivars using canopy hyperspectral reflectance

(2013) Xueren Cao et al.   CROP PROTECTION

BreedVision — A Multi-Sensor Platform for Non-Destructive Field-Based Phenotyping in Plant Breeding

(2013) Lucas Busemeyer et al.   SENSORS

Pot size matters: a meta-analysis of the effects of rooting volume on plant growth

(2012) Hendrik Poorter et al.   FUNCTIONAL PLANT BIOLOGY

Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases

(2012) Anne-Katrin Mahlein et al.   Plant Methods

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Descriptive matrix factorization for sustainability Adopting the principle of opposites

(2011) Christian Thurau et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Remote sensing to detect plant stress induced by Heterodera schachtii and Rhizoctonia solani in sugar beet fields

(2011) C. Hillnhütter et al.   FIELD CROPS RESEARCH

Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in Wheat

(2011) Nathalie Vigneau et al.   FIELD CROPS RESEARCH

Use of imaging spectroscopy to discriminate symptoms caused by Heterodera schachtii and Rhizoctonia solani on sugar beet

(2011) Christian Hillnhütter et al.   PRECISION AGRICULTURE