Estimating the total nitrogen content of Aquilaria sinensis leaves based on a hybrid feature selection algorithm and image data from a modified digital camera

A comparative study on dimensionality reduction of dielectric spectral data for the classification of basal stem rot (BSR) disease in oil palm

(2020) Alfadhl Yahya Khaled et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improving Unmanned Aerial Vehicle Remote Sensing-Based Rice Nitrogen Nutrition Index Prediction with Machine Learning

(2020) Hainie Zha et al.   Remote Sensing

A possible fractional order derivative and optimized spectral indices for assessing total nitrogen content in cotton

(2020) Yierxiati Abulaiti et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Prediction of Early Season Nitrogen Uptake in Maize Using High-Resolution Aerial Hyperspectral Imagery

(2020) Tyler J. Nigon et al.   Remote Sensing

Remote Sensing-Based Mapping of Senescent Leaf C:N Ratio in the Sundarbans Reserved Forest Using Machine Learning Techniques

(2020) Md Mizanur Rahman et al.   Remote Sensing

Transforming Unmanned Aerial Vehicle (UAV) and Multispectral Sensor into a Practical Decision Support System for Precision Nitrogen Management in Corn

(2020) Laura J. Thompson et al.   Remote Sensing

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

(2020) Katja Berger et al.   International Journal of Applied Earth Observation and Geoinformation

Neuroprotective compounds from the resinous heartwood of Aquilaria sinensis

(2020) Qian He et al.   PHYTOCHEMISTRY

Assessing Nitrogen and water status of winter wheat using a digital camera

(2019) H. Tavakoli et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hyperspectral-based Estimation of Leaf Nitrogen Content in Corn Using Optimal Selection of Multiple Spectral Variables

(2019) Fan et al.   SENSORS

Yield prediction of apricot using a hybrid particle swarm optimization-imperialist competitive algorithm- support vector regression (PSO-ICA-SVR) method

(2019) I. Esfandiarpour-Boroujeni et al.   SCIENTIA HORTICULTURAE

Mapping forest canopy nitrogen content by inversion of coupled leaf-canopy radiative transfer models from airborne hyperspectral imagery

(2018) Zhihui Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Nitrogen Vertical Distribution and Status Estimation Using Spectral Data in Maize

(2018) Lu Yan-Li et al.   COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran

(2018) Roozbeh Moazenzadeh et al.   Engineering Applications of Computational Fluid Mechanics

Effects of small-scale patchiness of alpine grassland on ecosystem carbon and nitrogen accumulation and estimation in northeastern Qinghai-Tibetan Plateau

(2018) Yu Qin et al.   GEODERMA

A Pearson’s correlation coefficient based decision tree and its parallel implementation

(2018) Yashuang Mu et al.   INFORMATION SCIENCES

Discrimination of nitrogen fertilizer levels of tea plant (Camellia sinensis ) based on hyperspectral imaging

(2018) Yujie Wang et al.   JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

Evaluation of RGB, Color-Infrared and Multispectral Images Acquired from Unmanned Aerial Systems for the Estimation of Nitrogen Accumulation in Rice

(2018) Hengbiao Zheng et al.   Remote Sensing

Combining Unmanned Aerial Vehicle (UAV)-Based Multispectral Imagery and Ground-Based Hyperspectral Data for Plant Nitrogen Concentration Estimation in Rice

(2018) Hengbiao Zheng et al.   Frontiers in Plant Science

A new feature selection method to improve the document clustering using particle swarm optimization algorithm

(2018) Laith Mohammad Abualigah et al.   Journal of Computational Science

Preliminary research on total nitrogen content prediction of sandalwood using the error-in-variable models based on digital image processing

(2018) Zhulin Chen et al.   PLoS One

Applications of random forest feature selection for fine-scale genetic population assignment

(2017) Emma V. A. Sylvester et al.   Evolutionary Applications

Retrieving LAI, chlorophyll and nitrogen contents in sugar beet crops from multi-angular optical remote sensing: Comparison of vegetation indices and PROSAIL inversion for field phenotyping

(2017) Sylvain Jay et al.   FIELD CROPS RESEARCH

Regularized Neural Networks Fusion and Genetic Algorithm Based On-Field Nitrogen Status Estimation of Wheat Plants

(2017) Susanto B. Sulistyo et al.   IEEE Transactions on Industrial Informatics

Evaluating NIR-Red and NIR-Red edge external filters with digital cameras for assessing vegetation indices under different illumination

(2017) Bayu Taruna Widjaja Putra et al.   INFRARED PHYSICS & TECHNOLOGY

Hyperspectral dimensionality reduction for biophysical variable statistical retrieval

(2017) Juan Pablo Rivera-Caicedo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantitative detection of harmful elements in alloy steel by LIBS technique and sequential backward selection-random forest (SBS-RF)

(2017) Fangqi Ruan et al.   JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

A nondestructive method to estimate the chlorophyll content of Arabidopsis seedlings

(2017) Ying Liang et al.   Plant Methods

Feature Selection Based on Structured Sparsity: A Comprehensive Study

(2017) Jie Gui et al.   IEEE Transactions on Neural Networks and Learning Systems

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers

(2017) Lei Ma et al.   ISPRS International Journal of Geo-Information

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst et al.   International Journal of Applied Earth Observation and Geoinformation

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features

(2016) Qifeng Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Improved remote sensing of leaf nitrogen concentration in winter wheat using multi-angular hyperspectral data

(2016) Li He et al.   REMOTE SENSING OF ENVIRONMENT

Spectral feature selection and classification of roofing materials using field spectroscopy data

(2015) Sarah Hanim Samsudin et al.   Journal of Applied Remote Sensing

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

An evaluation of classifier-specific filter measure performance for feature selection

(2015) Cecille Freeman et al.   PATTERN RECOGNITION

Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data

(2014) Hong-Yi Peng et al.   APPLIED MATHEMATICS AND COMPUTATION

RGB-NIR multispectral camera

(2014) Zhenyue Chen et al.   OPTICS EXPRESS

Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light

(2014) Yuan Wang et al.   Plant Methods

Sequence Based Prediction of DNA-Binding Proteins Based on Hybrid Feature Selection Using Random Forest and Gaussian Naïve Bayes

(2014) Wangchao Lou et al.   PLoS One

Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression

(2014) Xinchuan Li et al.   Remote Sensing

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Estimating olive leaf nitrogen concentration using visible and near-infrared spectral reflectance

(2012) Nativ Rotbart et al.   BIOSYSTEMS ENGINEERING

Feature subset selection wrapper based on mutual information and rough sets

(2011) Sombut Foithong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Lettuce calcium deficiency detection with machine vision computed plant features in controlled environments

(2010) David Story et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluating the performance of PC-ANN for the estimation of rice nitrogen concentration from canopy hyperspectral reflectance

(2010) Qiuxiang Yi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new wrapper feature selection approach using neural network

(2010) Md. Monirul Kabir et al.   NEUROCOMPUTING

A novel feature selection approach for biomedical data classification

(2009) Yonghong Peng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

Imaging the invisible using modified digital still cameras for straightforward and low-cost archaeological near-infrared photography

(2008) Geert Verhoeven   JOURNAL OF ARCHAEOLOGICAL SCIENCE

A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems

(2008) M.E. Martin et al.   REMOTE SENSING OF ENVIRONMENT