Heavy metal Hg stress detection in tobacco plant using hyperspectral sensing and data-driven machine learning methods

Recent Applications of Multispectral Imaging in Seed Phenotyping and Quality Monitoring—An Overview

(2019) Gamal ElMasry et al.   SENSORS

Application of laser-induced breakdown spectroscopy (LIBS) coupled with PCA for rapid classification of soil samples in geothermal areas

(2019) Sitangshu Chatterjee et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Rapid detection of cadmium and its distribution in Miscanthus sacchariflorus based on visible and near-infrared hyperspectral imaging

(2019) Xuping Feng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform

(2019) Mohd Shahrimie Mohd Asaari et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Remote Sensing of Explosives-Induced Stress in Plants: Hyperspectral Imaging Analysis for Remote Detection of Unexploded Threats

(2019) Paul V. Manley et al.   Remote Sensing

Phenotyping Plant Responses to Biotic Stress by Chlorophyll Fluorescence Imaging

(2019) María Luisa Pérez-Bueno et al.   Frontiers in Plant Science

Developing a New Spectral Index for Detecting Cadmium-Induced Stress in Rice on a Regional Scale

(2019) Chuanyu Wu et al.   International Journal of Environmental Research and Public Health

In-Field Detection of Yellow Rust in Wheat on the Ground Canopy and UAV Scale

(2019) David Bohnenkamp et al.   Remote Sensing

Assessing Soil Contamination Due to Oil and Gas Production Using Vegetation Hyperspectral Reflectance

(2018) Guillaume Lassalle et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Screening of Mangifera indica L. functional content using PCA and neural networks (ANN)

(2018) Maria Celeste da Silva Sauthier et al.   FOOD CHEMISTRY

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

Identification of offal adulteration in beef by laser induced breakdown spectroscopy (LIBS)

(2018) Hasan Murat Velioglu et al.   MEAT SCIENCE

Combination of laser-induced breakdown spectroscopy and Raman spectroscopy for multivariate classification of bacteria

(2018) D. Prochazka et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Research and analysis of cadmium residue in tomato leaves based on WT-LSSVR and Vis-NIR hyperspectral imaging

(2018) Sun Jun et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Ripeness monitoring of two cultivars of nectarine using VIS-NIR hyperspectral reflectance imaging

(2017) Sandra Munera et al.   JOURNAL OF FOOD ENGINEERING

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

Laser-Induced Breakdown Spectroscopy Coupled with Multivariate Chemometrics for Variety Discrimination of Soil

(2016) Ke-Qiang Yu et al.   Scientific Reports

Identification of crack features in fresh jujube using Vis/NIR hyperspectral imaging combined with image processing

(2014) Keqiang Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of Visible and Near-Infrared Hyperspectral Imaging for Detection of Defective Features in Loquat

(2014) Ke-Qiang Yu et al.   Food and Bioprocess Technology

Hyperspectral Imaging for Mapping of Total Nitrogen Spatial Distribution in Pepper Plant

(2014) Ke-Qiang Yu et al.   PLoS One

Application of visible and near infrared hyperspectral imaging for non-invasively measuring distribution of water-holding capacity in salmon flesh

(2013) Di Wu et al.   TALANTA

Detection of multiple stresses in Scots pine growing at post-mining sites using visible to near-infrared spectroscopy

(2013) Lhotáková Zuzana et al.   Environmental Science-Processes & Impacts

LS-SVM approximate solution to linear time varying descriptor systems

(2012) Siamak Mehrkanoon et al.   AUTOMATICA

A least-squares support vector machine (LS-SVM) based on fractal analysis and CIELab parameters for the detection of browning degree on mango (Mangifera indica L.)

(2012) Hong Zheng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2012) Christoph Römer et al.   FUNCTIONAL PLANT BIOLOGY

Development of spectral indices for detecting and identifying plant diseases

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

Laser-induced breakdown spectroscopy for analysis of plant materials: A review

(2012) Dário Santos et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

Wavelet-based detection of crop zinc stress assessment using hyperspectral reflectance

(2011) Meiling Liu et al.   COMPUTERS & GEOSCIENCES

Using wavelet transform and multi-class least square support vector machine in multi-spectral imaging classification of Chinese famous tea

(2011) Xiaoli Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Non-destructive determination of water-holding capacity in fresh beef by using NIR hyperspectral imaging

(2011) Gamal ElMasry et al.   FOOD RESEARCH INTERNATIONAL

Application of neural networks to discriminate fungal infection levels in rice panicles using hyperspectral reflectance and principal components analysis

(2010) Zhan-Yu Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spectral signatures of sugar beet leaves for the detection and differentiation of diseases

(2010) A.-K. Mahlein et al.   PRECISION AGRICULTURE

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

(2009) Hongdong Li et al.   ANALYTICA CHIMICA ACTA

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

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