Heavy metal Hg stress detection in tobacco plant using hyperspectral sensing and data-driven machine learning methods
出版年份 2020 全文链接
标题
Heavy metal Hg stress detection in tobacco plant using hyperspectral sensing and data-driven machine learning methods
作者
关键词
Proximal hyperspectral imaging, Tobacco plant, Heavy metal Hg stress, Canopy, Machine learning methods
出版物
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
Volume 245, Issue -, Pages 118917
出版商
Elsevier BV
发表日期
2020-09-06
DOI
10.1016/j.saa.2020.118917
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- 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
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More