Advances in optical phenotyping of cereal crops

High‐resolution phenotyping of sorghum genotypic and phenotypic responses to low nitrogen and synthetic microbial communities

(2021) Yen Ning Chai et al.   PLANT CELL AND ENVIRONMENT

Hyperspectral Light-Sheet Raman Microscope for Imaging Leaf Metabolism

(2021) Sandeep Pallikkuth et al.   BIOPHYSICAL JOURNAL

An analysis of simulated yield data for pepper shows how genotype by environment interaction in yield can be understood in terms of yield components and their QTLs

(2021) Paulo C. Rodrigues et al.   CROP SCIENCE

Miniaturization of optical spectrometers

(2021) Zongyin Yang et al.   SCIENCE

Estimation of corn yield based on hyperspectral imagery and convolutional neural network

(2021) Wei Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A model for phenotyping crop fractional vegetation cover using imagery from unmanned aerial vehicles

(2021) Liang Wan et al.   JOURNAL OF EXPERIMENTAL BOTANY

Evolution of a biochemical model of steady‐state photosynthesis

(2021) Xinyou Yin et al.   PLANT CELL AND ENVIRONMENT

Recognition of Bloom/Yield in Crop Images Using Deep Learning Models for Smart Agriculture: A Review

(2021) Bini Darwin et al.   Agronomy-Basel

Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning

(2021) Sumanta Das et al.   AGRICULTURAL AND FOREST METEOROLOGY

Combining UAV‐RGB high‐throughput field phenotyping and genome‐wide association study to reveal genetic variation of rice germplasms in dynamic response to drought stress

(2021) Zhao Jiang et al.   NEW PHYTOLOGIST

Use of predictive modelling as tool for prevention of fungal spoilage at different points of the food chain

(2021) Sonia Marín et al.   Current Opinion in Food Science

Photons to Food: Genetic improvement of cereal crop photosynthesis

(2020) Robert T Furbank et al.   JOURNAL OF EXPERIMENTAL BOTANY

Crop Phenomics and High-Throughput Phenotyping: Past Decades, Current Challenges, and Future Perspectives

(2020) Wanneng Yang et al.   Molecular Plant

Breeder friendly phenotyping

(2020) Matthew Reynolds et al.   PLANT SCIENCE

Genomics of sorghum local adaptation to a parasitic plant

(2020) Emily S. Bellis et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data

(2020) Hyungsuk Kimm et al.   REMOTE SENSING OF ENVIRONMENT

Spectral-Based Screening Approach Evaluating Two Specific Maize Lines With Divergent Resistance to Invasion by Aflatoxigenic Fungi

(2020) Zuzana Hruska et al.   Frontiers in Microbiology

High-Throughput Field Phenotyping Traits of Grain Yield Formation and Nitrogen Use Efficiency: Optimizing the Selection of Vegetation Indices and Growth Stages

(2020) Lukas Prey et al.   Frontiers in Plant Science

Phenotyping: New Windows into the Plant for Breeders

(2020) Michelle Watt et al.   Annual Review of Plant Biology

Emerging thermal imaging techniques for seed quality evaluation: Principles and applications

(2020) Gamal ElMasry et al.   FOOD RESEARCH INTERNATIONAL

High‐throughput drone‐based remote sensing reliably tracks phenology in thousands of conifer seedlings

(2020) Petra D'Odorico et al.   NEW PHYTOLOGIST

Comprehensive 3D phenotyping reveals continuous morphological variation across genetically diverse sorghum inflorescences

(2020) Mao Li et al.   NEW PHYTOLOGIST

Enabling reusability of plant phenomic datasets with MIAPPE 1.1

(2020) Evangelia A. Papoutsoglou et al.   NEW PHYTOLOGIST

Dynamics of sun‐induced chlorophyll fluorescence and reflectance to detect stress‐induced variations in canopy photosynthesis

(2020) Francisco Pinto et al.   PLANT CELL AND ENVIRONMENT

The BELT and phenoSEED platforms: shape and colour phenotyping of seed samples

(2020) Keith Halcro et al.   Plant Methods

Rapid chlorophyll a fluorescence light response curves mechanistically inform photosynthesis modeling

(2020) Jonathan R Pleban et al.   PLANT PHYSIOLOGY

Increased power and accuracy of causal locus identification in time-series genome-wide association in sorghum

(2020) Chenyong Miao et al.   PLANT PHYSIOLOGY

Practicability investigation of using near-infrared hyperspectral imaging to detect rice kernels infected with rice false smut in different conditions

(2020) Na Wu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery

(2020) Tyler J. Nigon et al.   Remote Sensing

Multispectral Mapping on 3D Models and Multi-Temporal Monitoring for Individual Characterization of Olive Trees

(2020) J. M. Jurado et al.   Remote Sensing

Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials

(2020) Irene Borra-Serrano et al.   Remote Sensing

Peeling Damage Recognition Method for Corn Ear Harvest Using RGB Image

(2020) Jun Fu et al.   Applied Sciences-Basel

Hyperspectral imaging and 3D technologies for plant phenotyping: From satellite to close-range sensing

(2020) Huajian Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Optimal temporal-spatial fluorescence techniques for phenotyping nitrogen status in oilseed rape (Brassica napus L.)

(2020) Dawei Sun et al.   JOURNAL OF EXPERIMENTAL BOTANY

Leaf reflectance spectra capture the evolutionary history of seed plants

(2020) José Eduardo Meireles et al.   NEW PHYTOLOGIST

Variation in key leaf photosynthetic traits across wheat wild relatives is accession‐dependent not species‐dependent

(2020) Lorna McAusland et al.   NEW PHYTOLOGIST

Affordable and robust phenotyping framework to analyse root system architecture of soil‐grown plants

(2020) Thibaut Bontpart et al.   PLANT JOURNAL

Temporal covariance structure of multi-spectral phenotypes and their predictive ability for end-of-season traits in maize

(2020) Mahlet T. Anche et al.   THEORETICAL AND APPLIED GENETICS

PhenoCams for Field Phenotyping: Using Very High Temporal Resolution Digital Repeated Photography to Investigate Interactions of Growth, Phenology, and Harvest Traits

(2020) Helge Aasen et al.   Frontiers in Plant Science

Monitoring daily variation of leaf layer photosynthesis in rice using UAV-based multi-spectral imagery and a light response curve model

(2020) Ni Zhang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer – a case study of small farmlands in the South of China

(2020) Liang Wan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Online crop height and density estimation in grain fields using LiDAR

(2020) Jean-Edouard Blanquart et al.   BIOSYSTEMS ENGINEERING

Global root traits (GRooT) database

(2020) Nathaly R. Guerrero‐Ramírez et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Spectral phenotyping of physiological and anatomical leaf traits related with maize water status

(2020) Lorenzo Cotrozzi et al.   PLANT PHYSIOLOGY

Sun–induced fluorescence heterogeneity as a measure of functional diversity

(2020) Giulia Tagliabue et al.   REMOTE SENSING OF ENVIRONMENT

Challenges and Opportunities in Machine-Augmented Plant Stress Phenotyping

(2020) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Leaf Angle eXtractor: A high‐throughput image processing framework for leaf angle measurements in maize and sorghum

(2020) Sunil K. Kenchanmane Raju et al.   Applications in Plant Sciences

PROSPECT-PRO for estimating content of nitrogen-containing leaf proteins and other carbon-based constituents

(2020) Jean-Baptiste Féret et al.   REMOTE SENSING OF ENVIRONMENT

Combining plant height, canopy coverage and vegetation index from UAV-based RGB images to estimate leaf nitrogen concentration of summer maize

(2020) Junsheng Lu et al.   BIOSYSTEMS ENGINEERING

Stereo-vision-based crop height estimation for agricultural robots

(2020) Wan-Soo Kim et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms

(2020) Xiuliang Jin et al.   IEEE Geoscience and Remote Sensing Magazine

Lidar Boosts 3D Ecological Observations and Modelings: A Review and Perspective

(2020) Qinghua Guo et al.   IEEE Geoscience and Remote Sensing Magazine

Nutrient Status Diagnosis of Infield Oilseed Rape via Deep Learning-Enabled Dynamic Model

(2020) Alwaseela Abdalla et al.   IEEE Transactions on Industrial Informatics

Plant Screen Mobile: an open-source mobile device app for plant trait analysis

(2019) Mark Müller-Linow et al.   Plant Methods

Review: New sensors and data-driven approaches—A path to next generation phenomics

(2019) Thomas Roitsch et al.   PLANT SCIENCE

High-throughput phenotyping for crop improvement in the genomics era

(2019) Reyazul Rouf Mir et al.   PLANT SCIENCE

An Accurate Skeleton Extraction Approach From 3D Point Clouds of Maize Plants

(2019) Sheng Wu et al.   Frontiers in Plant Science

A spatio temporal spectral framework for plant stress phenotyping

(2019) Raghav Khanna et al.   Plant Methods

μCT trait analysis reveals morphometric differences between domesticated temperate small grain cereals and their wild relatives

(2019) Nathan Hughes et al.   PLANT JOURNAL

Predicting dark respiration rates of wheat leaves from hyperspectral reflectance

(2019) Onoriode Coast et al.   PLANT CELL AND ENVIRONMENT

Single kernel wheat hardness estimation using near infrared hyperspectral imaging

(2019) Chyngyz Erkinbaev et al.   INFRARED PHYSICS & TECHNOLOGY

BrAPI - an Application Programming Interface for Plant Breeding Applications

(2019) Rafael Abbeloos et al.   BIOINFORMATICS

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Inversion of rice canopy chlorophyll content and leaf area index based on coupling of radiative transfer and Bayesian network models

(2019) X.Q. Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Targeting nitrogen use efficiency for sustained production of cereal crops

(2019) Rumesh Ranjan et al.   JOURNAL OF PLANT NUTRITION

Field crop phenomics: enabling breeding for radiation use efficiency and biomass in cereal crops

(2019) Robert T. Furbank et al.   NEW PHYTOLOGIST

Using hyperspectral analysis as a potential high throughput phenotyping tool in GWAS for protein content of rice quality

(2019) Dawei Sun et al.   Plant Methods

Radiative transfer Vcmax estimation from hyperspectral imagery and SIF retrievals to assess photosynthetic performance in rainfed and irrigated plant phenotyping trials

(2019) Carlos Camino et al.   REMOTE SENSING OF ENVIRONMENT

Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale

(2019) Anne-Katrin Mahlein et al.   SENSORS

High-Throughput Phenotyping Enabled Genetic Dissection of Crop Lodging in Wheat

(2019) Daljit Singh et al.   Frontiers in Plant Science

High-Throughput Field-Phenotyping Tools for Plant Breeding and Precision Agriculture

(2019) Aakash Chawade et al.   Agronomy-Basel

High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel

(2019) Yufeng Ge et al.   Plant Methods

Time-Series Chlorophyll Fluorescence Imaging Reveals Dynamic Photosynthetic Fingerprints of sos Mutants to Drought Stress

(2019) Dawei Sun et al.   SENSORS

Innovative and rapid analysis for rice authenticity using hand-held NIR spectrometry and chemometrics

(2019) Ernest Teye et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Classical and Emerging Non-destructive Technologies for Safety and Quality Evaluation of Cereals: A Review of Recent Applications

(2019) Nisar Hussain et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation

(2019) Songyang Li et al.   Remote Sensing

Estimation of plant and canopy architectural traits using the D3P Digital Plant Phenotyping Platform

(2019) Shouyang Liu et al.   PLANT PHYSIOLOGY

Revolutions in agriculture chart a course for targeted breeding of old and new crops

(2019) Yuval Eshed et al.   SCIENCE

Modeling Mid-Season Rice Nitrogen Uptake Using Multispectral Satellite Data

(2019) James Brinkhoff et al.   Remote Sensing

Rapid and Noninvasive Typing and Assessment of Nutrient Content of Maize Kernels Using a Handheld Raman Spectrometer

(2019) Mark Krimmer et al.   ACS Omega

A method for characterizing the panicle traits in rice based on 3D micro-focus X-ray computed tomography

(2019) Lin Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning Approaches to Improve Three Basic Plant Phenotyping Tasks Using Three-Dimensional Point Clouds

(2019) Illia Ziamtsov et al.   PLANT PHYSIOLOGY

Classification of hybrid seeds using near-infrared hyperspectral imaging technology combined with deep learning

(2019) Pengcheng Nie et al.   SENSORS AND ACTUATORS B-CHEMICAL

Predicting Zea mays Flowering Time, Yield, and Kernel Dimensions by Analyzing Aerial Images

(2019) Guosheng Wu et al.   Frontiers in Plant Science

RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures

(2019) Robail Yasrab et al.   GigaScience

Evaluation of image processing technique in identifying rice blast disease in field conditions based on KNN algorithm improvement by K‐means

(2019) Mohammad Reza Larijani et al.   Food Science & Nutrition

Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping

(2019) Libo Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessment of nutritional and quality traits in biofortified bread wheat genotypes

(2019) Narinder Kaur et al.   FOOD CHEMISTRY

Improving the estimation of fractional vegetation cover from UAV RGB imagery by colour unmixing

(2019) Guangjian Yan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Association mapping and genetic dissection of drought-induced canopy temperature differences in rice

(2019) Giovanni Melandri et al.   JOURNAL OF EXPERIMENTAL BOTANY

Time-stretch LiDAR as a spectrally scanned time-of-flight ranging camera

(2019) Yunshan Jiang et al.   Nature Photonics

Measurement of optical properties of fruits and vegetables: A review

(2019) Renfu Lu et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Solar-induced chlorophyll fluorescence and its link to canopy photosynthesis in maize from continuous ground measurements

(2019) Zhaohui Li et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing for agricultural applications: A meta-review

(2019) M. Weiss et al.   REMOTE SENSING OF ENVIRONMENT

Beyond Digging: Noninvasive Root and Rhizosphere Phenotyping

(2019) Anton P. Wasson et al.   TRENDS IN PLANT SCIENCE

Color Calibration of Proximal Sensing RGB Images of Oilseed Rape Canopy via Deep Learning Combined with K-Means Algorithm

(2019) Alwaseela Abdalla et al.   Remote Sensing

Breeding to adapt agriculture to climate change: affordable phenotyping solutions

(2018) José L Araus et al.   CURRENT OPINION IN PLANT BIOLOGY

Classification of white maize defects with multispectral imaging

(2018) Kate Sendin et al.   FOOD CHEMISTRY

Effect of processing conditions on water mobility and cooking quality of gluten-free pasta. A Magnetic Resonance Imaging study

(2018) Alessandra Marti et al.   FOOD CHEMISTRY

Protein content prediction in single wheat kernels using hyperspectral imaging

(2018) Nicola Caporaso et al.   FOOD CHEMISTRY

Leaf-rolling in maize crops: from leaf scoring to canopy-level measurements for phenotyping

(2018) Frederic Baret et al.   JOURNAL OF EXPERIMENTAL BOTANY

Breeding Major Cereal Grains through the Lens of Nutrition Sensitivity

(2018) Shu Yu et al.   Molecular Plant

Genome-Wide Association Studies of Image Traits Reveal Genetic Architecture of Drought Resistance in Rice

(2018) Zilong Guo et al.   Molecular Plant

The future of CRISPR technologies in agriculture

(2018) Caixia Gao   NATURE REVIEWS MOLECULAR CELL BIOLOGY

An explainable deep machine vision framework for plant stress phenotyping

(2018) Sambuddha Ghosal et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Recent development of optical methods in rapid and non-destructive detection of aflatoxin and fungal contamination in agricultural products

(2018) Feifei Tao et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Translating High-Throughput Phenotyping into Genetic Gain

(2018) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

High-Throughput Phenotyping of Canopy Cover and Senescence in Maize Field Trials Using Aerial Digital Canopy Imaging

(2018) Richard Makanza et al.   Remote Sensing

High Throughput Determination of Plant Height, Ground Cover, and Above-Ground Biomass in Wheat with LiDAR

(2018) Jose A. Jimenez-Berni et al.   Frontiers in Plant Science

Plant spectral diversity integrates functional and phylogenetic components of biodiversity and predicts ecosystem function

(2018) Anna K. Schweiger et al.   Nature Ecology & Evolution

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

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

Hyperspectral reflectance imaging combined with carbohydrate metabolism analysis for diagnosis of citrus Huanglongbing in different seasons and cultivars

(2018) Haiyong Weng et al.   SENSORS AND ACTUATORS B-CHEMICAL

Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives

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

Combining high-throughput micro-CT-RGB phenotyping and genome-wide association study to dissect the genetic architecture of tiller growth in rice

(2018) Di Wu et al.   JOURNAL OF EXPERIMENTAL BOTANY

Evolutionary and ecological functional genomics, from lab to the wild

(2018) Maricris L. Zaidem et al.   PLANT JOURNAL

Automated Alignment of Multi-Modal Plant Images Using Integrative Phase Correlation Approach

(2018) Michael Henke et al.   Frontiers in Plant Science

Assessment of tissue-specific multifactor effects in environmental –omics studies of heterogeneous biological samples: Combining hyperspectral image information and chemometrics

(2018) Víctor Olmos et al.   TALANTA

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

(2017) X. Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Integration of multi-omics techniques and physiological phenotyping within a holistic phenomics approach to study senescence in model and crop plants

(2017) Dominik K Großkinsky et al.   JOURNAL OF EXPERIMENTAL BOTANY

The bias of a two-dimensional view: comparing two-dimensional and three-dimensional mesophyll surface area estimates using noninvasive imaging

(2017) Guillaume Théroux-Rancourt et al.   NEW PHYTOLOGIST

Automated Identification of Northern Leaf Blight-Infected Maize Plants from Field Imagery Using Deep Learning

(2017) Chad DeChant et al.   PHYTOPATHOLOGY

Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress

(2017) Amy Lowe et al.   Plant Methods

A robot-assisted imaging pipeline for tracking the growths of maize ear and silks in a high-throughput phenotyping platform

(2017) Nicolas Brichet et al.   Plant Methods

Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization

(2017) Xiong Xiong et al.   Plant Methods

Non-invasive imaging of plant roots in different soils using magnetic resonance imaging (MRI)

(2017) Daniel Pflugfelder et al.   Plant Methods

Leaf Photosynthetic Parameters Related to Biomass Accumulation in a Global Rice Diversity Survey

(2017) Mingnan Qu et al.   PLANT PHYSIOLOGY

Limitations and challenges of using Raman spectroscopy to detect the abiotic plant stress response

(2017) Daming Dong et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery

(2017) Xiuliang Jin et al.   REMOTE SENSING OF ENVIRONMENT

Rapid measurement of the three-dimensional distribution of leaf orientation and the leaf angle probability density function using terrestrial LiDAR scanning

(2017) Brian N. Bailey et al.   REMOTE SENSING OF ENVIRONMENT

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

(2017) José Crossa et al.   TRENDS IN PLANT SCIENCE

Chlorophyll Fluorescence Imaging Uncovers Photosynthetic Fingerprint of Citrus Huanglongbing

(2017) Haiyan Cen et al.   Frontiers in Plant Science

Assessing the Effects of Water Deficit on Photosynthesis Using Parameters Derived from Measurements of Leaf Gas Exchange and of Chlorophyll a Fluorescence

(2017) Laurent Urban et al.   Frontiers in Plant Science

High-Throughput Phenotyping of Sorghum Plant Height Using an Unmanned Aerial Vehicle and Its Application to Genomic Prediction Modeling

(2017) Kakeru Watanabe et al.   Frontiers in Plant Science

Field-based high throughput phenotyping rapidly identifies genomic regions controlling yield components in rice

(2017) Paul Tanger et al.   Scientific Reports

Spatial variability of chlorophyll and nitrogen content of rice from hyperspectral imagery

(2016) Shreedevi Moharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A portable fluorescence spectroscopy imaging system for automated root phenotyping in soil cores in the field

(2016) Anton Wasson et al.   JOURNAL OF EXPERIMENTAL BOTANY

pheno Seeder - A Robot System for Automated Handling and Phenotyping of Individual Seeds

(2016) Siegfried Jahnke et al.   PLANT PHYSIOLOGY

High-Throughput Phenotyping of Maize Leaf Physiological and Biochemical Traits Using Hyperspectral Reflectance

(2016) Craig R. Yendrek et al.   PLANT PHYSIOLOGY

Machine vision system for food grain quality evaluation: A review

(2016) P. Vithu et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

High Throughput Field Phenotyping of Wheat Plant Height and Growth Rate in Field Plot Trials Using UAV Based Remote Sensing

(2016) Fenner Holman et al.   Remote Sensing

A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant Breeding

(2016) Maria Tattaris et al.   Frontiers in Plant Science

Retrieving crop leaf tilt angle from imaging spectroscopy data

(2015) Xiaochen Zou et al.   AGRICULTURAL AND FOREST METEOROLOGY

Leaf segmentation in plant phenotyping: a collation study

(2015) Hanno Scharr et al.   MACHINE VISION AND APPLICATIONS

Genotype × environment interaction QTL mapping in plants: lessons from Arabidopsis

(2014) Mohamed El-Soda et al.   TRENDS IN PLANT SCIENCE

Field high-throughput phenotyping: the new crop breeding frontier

(2013) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

Sources of variability in canopy reflectance and the convergent properties of plants

(2010) S. V. Ollinger   NEW PHYTOLOGIST

Cereal breeding takes a walk on the wild side

(2007) Catherine Feuillet et al.   TRENDS IN GENETICS