UAV-Based Thermal, RGB Imaging and Gene Expression Analysis Allowed Detection of Fusarium Head Blight and Gave New Insights Into the Physiological Responses to the Disease in Durum Wheat
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
UAV-Based Thermal, RGB Imaging and Gene Expression Analysis Allowed Detection of Fusarium Head Blight and Gave New Insights Into the Physiological Responses to the Disease in Durum Wheat
Authors
Keywords
-
Journal
Frontiers in Plant Science
Volume 12, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2021-04-01
DOI
10.3389/fpls.2021.628575
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Developments in mycotoxin analysis: an update for 2019-2020
- (2021) S.A. Tittlemier et al. World Mycotoxin Journal
- Can exascale computing and explainable artificial intelligence applied to plant biology deliver on the United Nations sustainable development goals?
- (2020) Jared Streich et al. CURRENT OPINION IN BIOTECHNOLOGY
- Germplasms, genetics and genomics for better control of disastrous wheat Fusarium head blight
- (2020) Zhengqiang Ma et al. THEORETICAL AND APPLIED GENETICS
- Using UAV ‐based Remote Sensing to Assess Grapevine Canopy Damages Due to Fire Smoke
- (2020) Elena Brunori et al. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
- Diagnosis of the Severity of Fusarium Head Blight of Wheat Ears on the Basis of Image and Spectral Feature Fusion
- (2020) Linsheng Huang et al. SENSORS
- Fusarium head blight in wheat: contemporary status and molecular approaches
- (2020) Mohd. Kamran Khan et al. 3 Biotech
- The modulation of stomatal conductance and photosynthetic parameters is involved in Fusarium head blight resistance in wheat
- (2020) Sara Francesconi et al. PLoS One
- Assessment of Water and Nitrogen Use Efficiencies Through UAV-Based Multispectral Phenotyping in Winter Wheat
- (2020) Mengjiao Yang et al. Frontiers in Plant Science
- Integrating Management Practices to Decrease Deoxynivalenol Contamination in Soft Red Winter Wheat
- (2020) Katherine S. Rod et al. Frontiers in Plant Science
- Effects of fungicide chemical class, fungicide application timing, and environment on Fusarium head blight in winter wheat
- (2020) Carlos Bolanos-Carriel et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- Chitosan Hydrochloride Decreases Fusarium graminearum Growth and Virulence and Boosts Growth, Development and Systemic Acquired Resistance in Two Durum Wheat Genotypes
- (2020) Sara Francesconi et al. MOLECULES
- Building on a foundation: advances in epidemiology, resistance breeding, and forecasting research for reducing the impact of fusarium head blight in wheat and barley
- (2020) W.G. Dilantha Fernando et al. CANADIAN JOURNAL OF PLANT PATHOLOGY
- Monitoring Wheat Fusarium Head Blight Using Unmanned Aerial Vehicle Hyperspectral Imagery
- (2020) Linyi Liu et al. Remote Sensing
- Semi-Automatic Method for Early Detection of Xylella fastidiosa in Olive Trees Using UAV Multispectral Imagery and Geostatistical-Discriminant Analysis
- (2020) Annamaria Castrignanò et al. Remote Sensing
- Thermal Imaging for Plant Stress Detection and Phenotyping
- (2020) Mónica Pineda et al. Remote Sensing
- Fusarium Head Blight: Effect of Infection Timing on Spread of Fusarium graminearum and Spatial Distribution of Deoxynivalenol within Wheat Spikes
- (2020) Elias Alisaac et al. Microorganisms
- 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
- Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress
- (2019) Kasper Johansen et al. Frontiers in Plant Science
- UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras
- (2019) Vasit Sagan et al. Remote Sensing
- 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
- Accelerating Climate Resilient Plant Breeding by Applying Next-Generation Artificial Intelligence
- (2019) Antoine L. Harfouche et al. TRENDS IN BIOTECHNOLOGY
- Detection of Fusarium Head Blight in Wheat Using a Deep Neural Network and Color Imaging
- (2019) Ruicheng Qiu et al. Remote Sensing
- Measuring the dynamic photosynthome
- (2018) Erik H Murchie et al. ANNALS OF BOTANY
- Estimation of vegetation indices for high-throughput phenotyping of wheat using aerial imaging
- (2018) Zohaib Khan et al. Plant Methods
- Discrimination between abiotic and biotic drought stress in tomatoes using hyperspectral imaging
- (2018) Nik Susič et al. SENSORS AND ACTUATORS B-CHEMICAL
- Infection process and wheat response to Fusarium head blight caused by Fusarium graminearum
- (2018) Abbas Kheiri et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- A wheat cytochrome P450 enhances both resistance to deoxynivalenol and grain yield
- (2018) Lokanadha R. Gunupuru et al. PLoS One
- Deoxynivalenol detoxification in transgenic wheat confers resistance to Fusarium Head Blight and Crown Rot diseases
- (2018) Giulia Mandalà et al. MOLECULAR PLANT-MICROBE INTERACTIONS
- Converging phenomics and genomics to study natural variation in plant photosynthesis efficiency
- (2018) Roel F.H.M. van Bezouw et al. PLANT JOURNAL
- Pre- and postinfection application of strobilurin-triazole premixes and single fungicides for control of fusarium head blight and deoxynivalenol mycotoxin in wheat
- (2018) H.R. Feksa et al. CROP PROTECTION
- Visual assessment and computer–assisted image analysis of Fusarium head blight in the field to predict mycotoxin accumulation in wheat grains
- (2017) Johann Leplat et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- Phenomic Approaches and Tools for Phytopathologists
- (2017) Ivan Simko et al. PHYTOPATHOLOGY
- Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives
- (2017) Guijun Yang et al. Frontiers in Plant Science
- UAV-Based Thermal Imaging for High-Throughput Field Phenotyping of Black Poplar Response to Drought
- (2017) Riccardo Ludovisi et al. Frontiers in Plant Science
- Impact of primary infection site of Fusarium species on head blight development in wheat ears evaluated by IR-thermography
- (2016) A. Al Masri et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- The plant response induced in wheat ears by a combined attack ofSitobion avenaeaphids andFusarium graminearumboosts fungal infection and deoxynivalenol production
- (2016) Nathalie De Zutter et al. MOLECULAR PLANT PATHOLOGY
- PvPGIP2 Accumulation in Specific Floral Tissues But Not in the Endosperm Limits Fusarium graminearum Infection in Wheat
- (2016) Silvio Tundo et al. MOLECULAR PLANT-MICROBE INTERACTIONS
- Wheat Resistance to Fusarium Head Blight is Associated With Changes in Photosynthetic Parameters
- (2016) Shimin Yang et al. PLANT DISEASE
- Plant Disease Detection by Imaging Sensors – Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping
- (2016) Anne-Katrin Mahlein PLANT DISEASE
- Characterization of Triticum aestivum Abscisic Acid Receptors and a Possible Role for These in Mediating Fusairum Head Blight Susceptibility in Wheat
- (2016) Cameron S. Gordon et al. PLoS One
- Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
- (2016) David Gómez-Candón et al. PRECISION AGRICULTURE
- Thermal infrared imaging of geothermal environments and by an unmanned aerial vehicle (UAV): A case study of the Wairakei – Tauhara geothermal field, Taupo, New Zealand
- (2016) Abdul Nishar et al. RENEWABLE ENERGY
- Climate change impacts on the ecology of Fusarium graminearum species complex and susceptibility of wheat to Fusarium head blight: a review
- (2016) M. Vaughan et al. World Mycotoxin Journal
- Methodology for High-Throughput Field Phenotyping of Canopy Temperature Using Airborne Thermography
- (2016) David M. Deery et al. Frontiers in Plant Science
- Recent advances in modeling the risk of mycotoxin contamination in crops
- (2016) Paola Battilani Current Opinion in Food Science
- Impact of Fusarium graminearum inoculum availability and fungicide application timing on Fusarium head blight in wheat
- (2015) Anna N. Freije et al. CROP PROTECTION
- Lights, camera, action: high-throughput plant phenotyping is ready for a close-up
- (2015) Noah Fahlgren et al. CURRENT OPINION IN PLANT BIOLOGY
- Detection of Fusarium head blight contamination in wheat kernels by multivariate imaging
- (2015) B. Jaillais et al. FOOD CONTROL
- The interactive effects of simultaneous biotic and abiotic stresses on plants: Mechanistic understanding from drought and pathogen combination
- (2015) Venkategowda Ramegowda et al. JOURNAL OF PLANT PHYSIOLOGY
- ClustVis: a web tool for visualizing clustering of multivariate data using Principal Component Analysis and heatmap
- (2015) Tauno Metsalu et al. NUCLEIC ACIDS RESEARCH
- Beyond conservation agriculture
- (2015) Ken E. Giller et al. Frontiers in Plant Science
- Applying high-throughput phenotyping to plant–insect interactions: picturing more resistant crops
- (2015) Fiona L Goggin et al. Current Opinion in Insect Science
- Application of an unmanned aerial vehicle in spatial mapping of terrestrial biology and human disturbance in the McMurdo Dry Valleys, East Antarctica
- (2014) Barbara Bollard-Breen et al. POLAR BIOLOGY
- A Review of Imaging Techniques for Plant Phenotyping
- (2014) Lei Li et al. SENSORS
- Field-omics—understanding large-scale molecular data from field crops
- (2014) Erik Alexandersson et al. Frontiers in Plant Science
- Isohydric and anisohydric strategies of wheat genotypes under osmotic stress: Biosynthesis and function of ABA in stress responses
- (2013) Ágnes Gallé et al. JOURNAL OF PLANT PHYSIOLOGY
- Machine Learning Approaches Distinguish Multiple Stress Conditions using Stress-Responsive Genes and Identify Candidate Genes for Broad Resistance in Rice
- (2013) R. Shaik et al. PLANT PHYSIOLOGY
- Yield Trends Are Insufficient to Double Global Crop Production by 2050
- (2013) Deepak K. Ray et al. PLoS One
- Differentially Expressed Proteins Associated with Fusarium Head Blight Resistance in Wheat
- (2013) Xianghui Zhang et al. PLoS One
- Fusarium graminearum and Its Interactions with Cereal Heads: Studies in the Proteomics Era
- (2013) Fen Yang et al. Frontiers in Plant Science
- Open or Close the Gate – Stomata Action Under the Control of Phytohormones in Drought Stress Conditions
- (2013) Agata Daszkowska-Golec et al. Frontiers in Plant Science
- Bacterial Cytochrome P450 System Catabolizing the Fusarium Toxin Deoxynivalenol
- (2012) Michihiro Ito et al. APPLIED AND ENVIRONMENTAL MICROBIOLOGY
- Integrated strategies for the control of Fusarium head blight and deoxynivalenol contamination in winter wheat
- (2012) Massimo Blandino et al. FIELD CROPS RESEARCH
- Field-based phenomics for plant genetics research
- (2012) Jeffrey W. White et al. FIELD CROPS RESEARCH
- Genome Evolution Due to Allopolyploidization in Wheat
- (2012) M. Feldman et al. GENETICS
- A Unified Effort to Fight an Enemy of Wheat and Barley: Fusarium Head Blight
- (2012) Marcia McMullen et al. PLANT DISEASE
- Novel durum wheat genes up-regulated in response to a combination of heat and drought stress
- (2012) Patrizia Rampino et al. PLANT PHYSIOLOGY AND BIOCHEMISTRY
- Fusarium Head Blight Symptoms and Mycotoxin Levels in Single Kernels of Infected Wheat Spikes
- (2011) K. H. S. Peiris et al. CEREAL CHEMISTRY
- Early detection of Fusarium infection in wheat using hyper-spectral imaging
- (2011) E. Bauriegel et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Detection of head blight (Fusarium ssp.) in winter wheat by color and multispectral image analyses
- (2011) Karl-Heinz Dammer et al. CROP PROTECTION
- Community structure of the Fusarium complex on wheat seed in Italy
- (2011) A. Infantino et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- Green systems biology — From single genomes, proteomes and metabolomes to ecosystems research and biotechnology
- (2011) Wolfram Weckwerth Journal of Proteomics
- Domestication evolution, genetics and genomics in wheat
- (2011) Junhua H. Peng et al. MOLECULAR BREEDING
- Control of Abscisic Acid Catabolism and Abscisic Acid Homeostasis Is Important for Reproductive Stage Stress Tolerance in Cereals
- (2011) X. Ji et al. PLANT PHYSIOLOGY
- Natural genetic variation in plant photosynthesis
- (2011) Pádraic J. Flood et al. TRENDS IN PLANT SCIENCE
- Phenomics – technologies to relieve the phenotyping bottleneck
- (2011) Robert T. Furbank et al. TRENDS IN PLANT SCIENCE
- Validation of reference genes as internal control for studying viral infections in cereals by quantitative real-time RT-PCR
- (2010) Jana Jarošová et al. BMC PLANT BIOLOGY
- The infection biology of Fusarium graminearum: Defining the pathways of spikelet to spikelet colonisation in wheat ears
- (2010) Neil A. Brown et al. Fungal Biology
- Resistance to Fusarium Head Blight and Seedling Blight in Wheat Is Associated with Activation of a Cytochrome P450 Gene
- (2010) X. Li et al. PHYTOPATHOLOGY
- The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments
- (2009) S. A. Bustin et al. CLINICAL CHEMISTRY
- Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle
- (2009) J. Berni et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Characterization and expression ofFusarium graminearumendo-polygalacturonasesin vitroand during wheat infection
- (2009) A. Tomassini et al. PLANT PATHOLOGY
- Natural mechanisms for cereal resistance to the accumulation of Fusarium trichothecenes
- (2008) Anne-Laure Boutigny et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started