Feasibility of Unmanned Aerial Vehicle Optical Imagery for Early Detection and Severity Assessment of Late Blight in Potato

Hyperspectral measurements of yellow rust and fusarium head blight in cereal crops: Part 1: Laboratory study

(2018) Rebecca L. Whetton et al.   BIOSYSTEMS ENGINEERING

Aiming at decision making in plant disease protection and phenotyping by the use of optical sensors

(2018) M. T. Kuska et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Improved estimation of leaf area index and leaf chlorophyll content of a potato crop using multi-angle spectral data – potential of unmanned aerial vehicle imagery

(2018) Peter P.J. Roosjen et al.   International Journal of Applied Earth Observation and Geoinformation

Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform

(2018) Mohd Shahrimie Mohd Asaari et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2018) Stefan Thomas et al.   Plant Methods

Multi-temporal high-resolution imaging spectroscopy with hyperspectral 2D imagers – From theory to application

(2018) Helge Aasen et al.   REMOTE SENSING OF ENVIRONMENT

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

Leaf and Canopy Level Detection of Fusarium Virguliforme (Sudden Death Syndrome) in Soybean

(2018) Ittai Herrmann et al.   Remote Sensing

Evaluating Late Blight Severity in Potato Crops Using Unmanned Aerial Vehicles and Machine Learning Algorithms

(2018) Julio Duarte-Carvajalino et al.   Remote Sensing

Hyperspectral Canopy Sensing of Wheat Septoria Tritici Blotch Disease

(2018) Kang Yu et al.   Frontiers in Plant Science

Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes

(2017) Eija Honkavaara et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Simplex Volume Maximization (SiVM): A matrix factorization algorithm with non-negative constrains and low computing demands for the interpretation of full spectral X-ray fluorescence imaging data

(2017) Matthias Alfeld et al.   MICROCHEMICAL JOURNAL

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

(2017) Matheus Thomas Kuska et al.   PHYTOPATHOLOGY

Estimating leaf chlorophyll content in sugar beet canopies using millimeter- to centimeter-scale reflectance imagery

(2017) Sylvain Jay et al.   REMOTE SENSING OF ENVIRONMENT

Off-Nadir Hyperspectral Sensing for Estimation of Vertical Profile of Leaf Chlorophyll Content within Wheat Canopies

(2017) Weiping Kong et al.   SENSORS

Intercomparison of Unmanned Aerial Vehicle and Ground-Based Narrow Band Spectrometers Applied to Crop Trait Monitoring in Organic Potato Production

(2017) Marston Domingues Franceschini et al.   SENSORS

Detection of Flavescence dorée Grapevine Disease Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery

(2017) Johanna Albetis et al.   Remote Sensing

Advanced Spectral Classifiers for Hyperspectral Images: A review

(2017) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

Field phenotyping system for the assessment of potato late blight resistance using RGB imagery from an unmanned aerial vehicle

(2016) Ryo Sugiura et al.   BIOSYSTEMS ENGINEERING

Remote hyperspectral imaging of grapevine leafroll-associated virus 3 in cabernet sauvignon vineyards

(2016) Sarah L. MacDonald et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Early Detection and Quantification of Almond Red Leaf Blotch Using High-Resolution Hyperspectral and Thermal Imagery

(2016) Manuel López-López et al.   Remote Sensing

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

(2016) Mirwaes Wahabzada et al.   Scientific Reports

Early Detection and Quantification of Verticillium Wilt in Olive Using Hyperspectral and Thermal Imagery over Large Areas

(2015) Rocío Calderón et al.   Remote Sensing

The Impact of the Calibration Method on the Accuracy of Point Clouds Derived Using Unmanned Aerial Vehicle Multi-View Stereopsis

(2015) Steve Harwin et al.   Remote Sensing

Estimating Plant Traits of Grasslands from UAV-Acquired Hyperspectral Images: A Comparison of Statistical Approaches

(2015) Alessandra Capolupo et al.   ISPRS International Journal of Geo-Information

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

(2015) Mirwaes Wahabzada et al.   PLoS One

Detection of early plant stress responses in hyperspectral images

(2014) Jan Behmann et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detection of downy mildew of opium poppy using high-resolution multi-spectral and thermal imagery acquired with an unmanned aerial vehicle

(2014) R. Calderón et al.   PRECISION AGRICULTURE

Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data

(2014) Maria Vakalopoulou et al.   Remote Sensing

Automatic detection of tulip breaking virus (TBV) in tulip fields using machine vision

(2013) Gerrit Polder et al.   BIOSYSTEMS ENGINEERING

Comparison of two aerial imaging platforms for identification of Huanglongbing-infected citrus trees

(2013) Francisco Garcia-Ruiz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

High-resolution airborne hyperspectral and thermal imagery for early detection of Verticillium wilt of olive using fluorescence, temperature and narrow-band spectral indices

(2013) R. Calderón et al.   REMOTE SENSING OF ENVIRONMENT

Huanglongbing (Citrus Greening) Detection Using Visible, Near Infrared and Thermal Imaging Techniques

(2013) Sindhuja Sankaran et al.   SENSORS

Investigation of Leaf Diseases and Estimation of Chlorophyll Concentration in Seven Barley Varieties Using Fluorescence and Hyperspectral Indices

(2013) Kang Yu et al.   Remote Sensing

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

(2013) Eija Honkavaara et al.   Remote Sensing

The Design of SimpleITK

(2013) Bradley C. Lowekamp et al.   Frontiers in Neuroinformatics

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

Spectral difference analysis and airborne imaging classification for citrus greening infected trees

(2012) Xiuhua Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using in-situ hyperspectral data for detecting and discriminating yellow rust disease from nutrient stresses

(2012) Jingcheng Zhang et al.   FIELD CROPS RESEARCH

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

(2012) Christoph Römer 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

Development of spectral indices for detecting and identifying plant diseases

(2012) A.-K. Mahlein et al.   REMOTE SENSING OF ENVIRONMENT

Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops

(2011) D. Moshou et al.   BIOSYSTEMS ENGINEERING

Descriptive matrix factorization for sustainability Adopting the principle of opposites

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

Using Hyperspectral Remote Sensing Data for Retrieving Canopy Chlorophyll and Nitrogen Content

(2011) Jan G. P. W. Clevers et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spectral requirements on airborne hyperspectral remote sensing data for wheat disease detection

(2011) Thorsten Mewes et al.   PRECISION AGRICULTURE

Epidemiology and Integrated Control of Potato Late Blight in Europe

(2011) L. R. Cooke et al.   POTATO RESEARCH

Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance

(2010) T. Rumpf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant Disease Severity Estimated Visually, by Digital Photography and Image Analysis, and by Hyperspectral Imaging

(2010) C. H. Bock et al.   CRITICAL REVIEWS IN PLANT SCIENCES

The potential of spectral reflectance technique for the detection of Grapevine leafroll-associated virus-3 in two red-berried wine grape cultivars

(2009) Rayapati A. Naidu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessment of the severity of bacterial leaf blight in rice using canopy hyperspectral reflectance

(2009) Chwen-Ming Yang   PRECISION AGRICULTURE

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral Reflectance and Fluorescence Imaging to Detect Scab Induced Stress in Apple Leaves

(2009) Stephanie Delalieux et al.   Remote Sensing

Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation

(2008) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data

(2008) Driss Haboudane et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A broad-band leaf chlorophyll vegetation index at the canopy scale

(2008) M. Vincini et al.   PRECISION AGRICULTURE