A Review of Advanced Technologies and Development for Hyperspectral-Based Plant Disease Detection in the Past Three Decades
出版年份 2020 全文链接
标题
A Review of Advanced Technologies and Development for Hyperspectral-Based Plant Disease Detection in the Past Three Decades
作者
关键词
-
出版物
Remote Sensing
Volume 12, Issue 19, Pages 3188
出版商
MDPI AG
发表日期
2020-09-30
DOI
10.3390/rs12193188
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images
- (2019) Gerrit Polder et al. Frontiers in Plant Science
- Feasibility of Unmanned Aerial Vehicle Optical Imagery for Early Detection and Severity Assessment of Late Blight in Potato
- (2019) Marston Héracles Domingues Franceschini et al. Remote Sensing
- Developing a spectral disease index for myrtle rust (Austropuccinia psidii )
- (2019) R. H. J. Heim et al. PLANT PATHOLOGY
- Estimating chlorophyll content at leaf scale in viroid-inoculated oil palm seedlings (Elaeis guineensis Jacq.) using reflectance spectra (400 nm–1050 nm)
- (2019) Kamlesh Golhani et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Differentiation of Maize Ear Rot Pathogens, on Growth Media, with Near Infrared Hyperspectral Imaging
- (2019) Paul J. Williams et al. Food Analytical Methods
- 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
- A global surveillance system for crop diseases
- (2019) M. Carvajal-Yepes et al. SCIENCE
- UAV-Based Remote Sensing Technique to Detect Citrus Canker Disease Utilizing Hyperspectral Imaging and Machine Learning
- (2019) Jaafar Abdulridha et al. Remote Sensing
- Development of Fusarium head blight classification index using hyperspectral microscopy images of winter wheat spikelets
- (2019) Ning Zhang et al. BIOSYSTEMS ENGINEERING
- Monitoring plant diseases and pests through remote sensing technology: A review
- (2019) Jingcheng Zhang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Non-destructive techniques of detecting plant diseases: A review
- (2019) Maimunah Mohd Ali et al. PHYSIOLOGICAL AND MOLECULAR PLANT PATHOLOGY
- Detection of early decayed oranges based on multispectral principal component image combining both bi-dimensional empirical mode decomposition and watershed segmentation method
- (2019) Jiangbo Li et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Mapping wheat rust based on high spatial resolution satellite imagery
- (2018) Dongmei Chen et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Hyperspectral quantification of wheat resistance to Fusarium head blight: comparison of two Fusarium species
- (2018) E. Alisaac et al. EUROPEAN JOURNAL OF PLANT PATHOLOGY
- Integrating spectroscopy with potato disease management
- (2018) John J Couture et al. PLANT DISEASE
- A Novel Methodology for Improving Plant Pest Surveillance in Vineyards and Crops Using UAV-Based Hyperspectral and Spatial Data
- (2018) Fernando Vanegas et al. SENSORS
- Discrimination between abiotic and biotic drought stress in tomatoes using hyperspectral imaging
- (2018) Nik Susič et al. SENSORS AND ACTUATORS B-CHEMICAL
- Wavelet-Based Rust Spectral Feature Set (WRSFs): A Novel Spectral Feature Set Based on Continuous Wavelet Transformation for Tracking Progressive Host–Pathogen Interaction of Yellow Rust on Wheat
- (2018) Yue Shi et al. Remote Sensing
- Classifying Wheat Hyperspectral Pixels of Healthy Heads and Fusarium Head Blight Disease Using a Deep Neural Network in the Wild Field
- (2018) Xiu Jin et al. Remote Sensing
- Quantitative identification of crop disease and nitrogen-water stress in winter wheat using continuous wavelet analysis
- (2018) Wenjiang Huang et al. International Journal of Agricultural and Biological Engineering
- Hyperspectral Sensors and Imaging Technologies in Phytopathology: State of the Art
- (2018) A.-K. Mahlein et al. Annual Review of Phytopathology
- Assessment of defoliation during the Dendrolimus tabulaeformis Tsai et Liu disaster outbreak using UAV-based hyperspectral images
- (2018) Ning Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Evaluating the performance of spectral features and multivariate analysis tools to detect laurel wilt disease and nutritional deficiency in avocado
- (2018) Jaafar Abdulridha et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Prediction of cadmium concentration in brown rice before harvest by hyperspectral remote sensing
- (2018) Weihong Zhou et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems
- (2018) Koushik Nagasubramanian et al. Plant Methods
- Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring
- (2017) Nicolas Virlet et al. FUNCTIONAL PLANT BIOLOGY
- 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
- Study of digital image processing techniques for leaf disease detection and classification
- (2017) Gittaly Dhingra et al. MULTIMEDIA TOOLS AND APPLICATIONS
- 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 method for automatic segmentation and splitting of hyperspectral images of raspberry plants collected in field conditions
- (2017) Dominic Williams et al. Plant Methods
- 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
- Improved classification accuracy of powdery mildew infection levels of wine grapes by spatial-spectral analysis of hyperspectral images
- (2017) Uwe Knauer et al. Plant Methods
- Hyperspectral prediction of leaf area index of winter wheat in irrigated and rainfed fields
- (2017) Guangxin Li et al. PLoS One
- Using hyperspectral imaging to discriminate yellow leaf curl disease in tomato leaves
- (2017) Jinzhu Lu et al. PRECISION AGRICULTURE
- Development of Spectral Disease Indices for ‘Flavescence Dorée’ Grapevine Disease Identification
- (2017) et al. SENSORS
- Testing the capability of spectral resolution of the new multispectral sensors on detecting the severity of grey leaf spot disease in maize crop
- (2017) Inos Dhau et al. Geocarto International
- Gravitation-Based Edge Detection in Hyperspectral Images
- (2017) Genyun Sun et al. Remote Sensing
- Chlorophyll Fluorescence Imaging Uncovers Photosynthetic Fingerprint of Citrus Huanglongbing
- (2017) Haiyan Cen et al. Frontiers in Plant Science
- High Throughput In vivo Analysis of Plant Leaf Chemical Properties Using Hyperspectral Imaging
- (2017) Piyush Pandey et al. Frontiers in Plant Science
- Detecting the Early Stage of Phaeosphaeria Leaf Spot Infestations in Maize Crop Using In Situ Hyperspectral Data and Guided Regularized Random Forest Algorithm
- (2017) Elhadi Adam et al. Journal of Spectroscopy
- Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms
- (2017) Fernando Perez-Sanz et al. GigaScience
- Advanced Spectral Classifiers for Hyperspectral Images: A review
- (2017) Pedram Ghamisi et al. IEEE Geoscience and Remote Sensing Magazine
- A review on the main challenges in automatic plant disease identification based on visible range images
- (2016) Jayme Garcia Arnal Barbedo BIOSYSTEMS ENGINEERING
- Modelling the impact of climate change and atmospheric N deposition on French forests biodiversity
- (2016) Simon Rizzetto et al. ENVIRONMENTAL POLLUTION
- An Investigation Into Machine Learning Regression Techniques for the Leaf Rust Disease Detection Using Hyperspectral Measurement
- (2016) Davoud Ashourloo et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Hyperspectral phenotyping of the reaction of grapevine genotypes toPlasmopara viticola
- (2016) Erich-Christian Oerke et al. JOURNAL OF EXPERIMENTAL BOTANY
- 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
- A physically-based model for retrieving foliar biochemistry and leaf orientation using close-range imaging spectroscopy
- (2016) Sylvain Jay et al. REMOTE SENSING OF ENVIRONMENT
- Spectrum and Image Texture Features Analysis for Early Blight Disease Detection on Eggplant Leaves
- (2016) Chuanqi Xie et al. SENSORS
- Early Detection and Quantification of Almond Red Leaf Blotch Using High-Resolution Hyperspectral and Thermal Imagery
- (2016) Manuel López-López et al. Remote Sensing
- Identification and Severity Determination of Wheat Stripe Rust and Wheat Leaf Rust Based on Hyperspectral Data Acquired Using a Black-Paper-Based Measuring Method
- (2016) Hui Wang et al. PLoS One
- Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants
- (2016) Mirwaes Wahabzada et al. Scientific Reports
- Near-Infrared Hyperspectral Imaging of Fusarium-Damaged Oats (Avena sativa L.)
- (2015) Selamawit Tekle et al. CEREAL CHEMISTRY
- Hyperspectral image analysis based on BoSW model for rice panicle blast grading
- (2015) Shuangping Huang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions
- (2015) Matheus Kuska et al. Plant Methods
- Supplemental Blue LED Lighting Array to Improve the Signal Quality in Hyperspectral Imaging of Plants
- (2015) Anne-Katrin Mahlein et al. SENSORS
- Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria
- (2015) Piotr Baranowski et al. PLoS One
- Detection of Powdery Mildew in Two Winter Wheat Plant Densities and Prediction of Grain Yield Using Canopy Hyperspectral Reflectance
- (2015) Xueren Cao et al. PLoS One
- Automatic Detection of Diseased Tomato Plants Using Thermal and Stereo Visible Light Images
- (2015) Shan-e-Ahmed Raza et al. PLoS One
- Fusion of sensor data for the detection and differentiation of plant diseases in cucumber
- (2014) C. A. Berdugo et al. PLANT PATHOLOGY
- Modelling within-field variations in deoxynivalenol (DON) content in oats using proximal and remote sensing
- (2014) M. Söderström et al. PRECISION AGRICULTURE
- Developing Two Spectral Disease Indices for Detection of Wheat Leaf Rust (Pucciniatriticina)
- (2014) Davoud Ashourloo et al. Remote Sensing
- A Lightweight Hyperspectral Mapping System and Photogrammetric Processing Chain for Unmanned Aerial Vehicles
- (2014) Juha Suomalainen et al. Remote Sensing
- Laboratory vs. in-field spectral proximal sensing for early detection of Fusarium head blight infection in durum wheat
- (2013) Paolo Menesatti et al. BIOSYSTEMS ENGINEERING
- Water stress detection based on optical multisensor fusion with a least squares support vector machine classifier
- (2013) Dimitrios Moshou et al. BIOSYSTEMS ENGINEERING
- Spectral analysis of winter wheat leaves for detection and differentiation of diseases and insects
- (2013) Lin Yuan et al. FIELD CROPS RESEARCH
- Spectral reflectance pattern in soybean for assessing yellow mosaic disease
- (2013) I. F. Saad Gazala et al. Indian Journal of Virology
- 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
- Digital image processing techniques for detecting, quantifying and classifying plant diseases
- (2013) Jayme Garcia Arnal Barbedo SpringerPlus
- Spectral difference analysis and airborne imaging classification for citrus greening infected trees
- (2012) Xiuhua Li et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- 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
- Plant–pathogen interactions: disease resistance in modern agriculture
- (2012) Lesley A. Boyd et al. TRENDS IN GENETICS
- Use of ground based hyperspectral remote sensing for detection of stress in cotton caused by leafhopper (Hemiptera: Cicadellidae)
- (2011) M. Prabhakar et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- 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
- Remote Sensing for Assessing Rhizoctonia Crown and Root Rot Severity in Sugar Beet
- (2011) Gregory J. Reynolds et al. PLANT DISEASE
- Detection of midge-damaged wheat kernels using short-wave near-infrared hyperspectral and digital colour imaging
- (2010) Chandra B. Singh et al. BIOSYSTEMS ENGINEERING
- Sensing technologies for precision specialty crop production
- (2010) W.S. Lee et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Diagnosis of bacterial spot of tomato using spectral signatures
- (2010) C.D. Jones et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- 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
- A review of advanced techniques for detecting plant diseases
- (2010) Sindhuja Sankaran et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Detection of Fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis
- (2010) Muhammad A. Shahin 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
- Satellite Remote Sensing of Wheat Infected byWheat streak mosaic virus
- (2010) M. Mirik et al. PLANT DISEASE
- Spectral signatures of sugar beet leaves for the detection and differentiation of diseases
- (2010) A.-K. Mahlein et al. PRECISION AGRICULTURE
- Continuous wavelet analysis for the detection of green attack damage due to mountain pine beetle infestation
- (2010) T. Cheng et al. REMOTE SENSING OF ENVIRONMENT
- Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration
- (2009) Hongdong Li et al. ANALYTICA CHIMICA ACTA
- Near-Infrared Spectroscopy for the Prediction of Disease Ratings for Fiji Leaf Gall in Sugarcane Clones
- (2009) Deborah E. Purcell et al. APPLIED SPECTROSCOPY
- Detection of citrus canker using hyperspectral reflectance imaging with spectral information divergence
- (2009) Jianwei Qin et al. JOURNAL OF FOOD ENGINEERING
- Detection and quantitation of Citrus leaf blotch virus by TaqMan real-time RT-PCR
- (2009) Susana Ruiz-Ruiz et al. JOURNAL OF VIROLOGICAL METHODS
- Specific detection and quantification of the phytopathogenic agent ‘Candidatus Phytoplasma prunorum’
- (2009) Michel Yvon et al. MOLECULAR AND CELLULAR PROBES
- Computational models in plant-pathogen interactions: the case of Phytophthora infestans
- (2009) Andrés Pinzón et al. Theoretical Biology and Medical Modelling
- Evaluating ten spectral vegetation indices for identifying rust infection in individual wheat leaves
- (2008) R. Devadas et al. PRECISION AGRICULTURE
- The Successive Projection Algorithm (SPA), an Algorithm with a Spatial Constraint for the Automatic Search of Endmembers in Hyperspectral Data
- (2008) Jinkai Zhang et al. SENSORS
- Successive projections algorithm combined with uninformative variable elimination for spectral variable selection
- (2007) Shengfeng Ye et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
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