Hyperspectral sensors and imaging technologies in phytopathology: state of the art

AK Mahlein, MT Kuska, J Behmann… - Annual review of …, 2018 - annualreviews.org
Plant disease detection represents a tremendous challenge for research and practical
applications. Visual assessment by human raters is time-consuming, expensive, and error …

Phenotyping plant responses to biotic stress by chlorophyll fluorescence imaging

ML Pérez-Bueno, M Pineda, M Barón - Frontiers in plant science, 2019 - frontiersin.org
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 …

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 …

Future scenarios for plant phenotyping

F Fiorani, U Schurr - Annual review of plant biology, 2013 - annualreviews.org
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 …

Close range hyperspectral imaging of plants: A review

P Mishra, MSM Asaari, A Herrero-Langreo… - Biosystems …, 2017 - Elsevier
Highlights•HSI is an automated, non-destructive and rapid alternative to explore 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 …

Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize

M Zaman-Allah, O Vergara, JL Araus, A Tarekegne… - Plant methods, 2015 - Springer
Background Recent developments in unmanned aerial platforms (UAP) have provided
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 …

Cell to whole-plant phenotyping: the best is yet to come

S Dhondt, N Wuyts, D Inzé - Trends in plant science, 2013 - cell.com
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 …

Hyperspectral imaging applications in agriculture and agro-food product quality and safety control: A review

LM Dale, A Thewis, C Boudry, I Rotar… - Applied Spectroscopy …, 2013 - Taylor & Francis
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 …