Spectra Fusion of Mid-Infrared (MIR) and X-ray Fluorescence (XRF) Spectroscopy for Estimation of Selected Soil Fertility Attributes

Removal of external influences from on-line vis-NIR spectra for predicting soil organic carbon using machine learning

(2022) Muhammad Abdul Munnaf et al.   CATENA

Estimation and Mapping of Soil Properties Based on Multi-Source Data Fusion

(2021) Abdul Mounem Mouazen et al.   Remote Sensing

Sequential Data Fusion Techniques for the Authentication of the P.G.I. Senise (“Crusco”) Bell Pepper

(2021) Alessandra Biancolillo et al.   Applied Sciences-Basel

Soil Properties Prediction for Precision Agriculture Using Visible and Near-Infrared Spectroscopy: A Systematic Review and Meta-Analysis

(2021) Arman Ahmadi et al.   Agronomy-Basel

Recent trends in multi-block data analysis in chemometrics for multi-source data integration

(2021) Puneet Mishra et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Development of a soil fertility index using on-line Vis-NIR spectroscopy

(2021) Muhammad Abdul Munnaf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices

(2021) Ernest Afriyie et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Data Fusion of XRF and Vis-NIR Using Outer Product Analysis, Granger–Ramanathan, and Least Squares for Prediction of Key Soil Attributes

(2021) S. Hamed Javadi et al.   Remote Sensing

Effect of X-Ray Tube Configuration on Measurement of Key Soil Fertility Attributes with XRF

(2020) Tiago Rodrigues Tavares et al.   Remote Sensing

Assessing Soil Key Fertility Attributes Using a Portable X-Ray Fluorescence: A Simple Method to Overcome Matrix Effect

(2020) Tiago Rodrigues Tavares et al.   Agronomy-Basel

Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches

(2020) Tiago Rodrigues Tavares et al.   SENSORS

A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy

(2020) Muhammad Abdul Munnaf et al.   SOIL & TILLAGE RESEARCH

Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms

(2020) Lucas Benedet et al.   CATENA

Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes

(2020) S. Hamed Javadi et al.   GEODERMA

Development of a Low-Cost Multi-Waveband LED Illumination Imaging Technique for Rapid Evaluation of Fresh Meat Quality

(2019) Lalit Kandpal et al.   Applied Sciences-Basel

Can spectral analyses improve measurement of key soil fertility parameters with X-ray fluorescence spectrometry?

(2019) Said Nawar et al.   GEODERMA

Simplifying Sample Preparation for Soil Fertility Analysis by X-ray Fluorescence Spectrometry

(2019) Tiago Rodrigues Tavares et al.   SENSORS

Estimation of Secondary Soil Properties by Fusion of Laboratory and On-Line Measured Vis–NIR Spectra

(2019) Muhammad Abdul Munnaf et al.   Remote Sensing

A Comprehensive Study of Three Different Portable XRF Scanners to Assess the Soil Geochemistry of An Extensive Sample Dataset

(2019) Ynse Declercq et al.   Remote Sensing

Prediction of soil fertility via portable X-ray fluorescence (pXRF) spectrometry and soil texture in the Brazilian Coastal Plains

(2019) Renata Andrade et al.   GEODERMA

Application of sequential and orthogonalised-partial least squares (SO-PLS) regression to predict sensory properties of Cabernet Sauvignon wines from grape chemical composition

(2018) Jun Niimi et al.   FOOD CHEMISTRY

Sensor data fusion for soil health assessment

(2017) Kristen S. Veum et al.   GEODERMA

Common and distinct components in data fusion

(2017) Age K. Smilde et al.   JOURNAL OF CHEMOMETRICS

In-Process Control Assay of Pharmaceutical Microtablets Using Hyperspectral Imaging Coupled with Multivariate Analysis

(2016) Lalit Mohan Kandpal et al.   ANALYTICAL CHEMISTRY

Assessment of soil properties in situ using a prototype portable MIR spectrometer in two agricultural fields

(2016) Wenjun Ji et al.   BIOSYSTEMS ENGINEERING

Utilizing portable X-ray fluorescence spectrometry for in-field investigation of pedogenesis

(2016) U. Stockmann et al.   CATENA

Variable selection in multi-block regression

(2016) Alessandra Biancolillo et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Evaluating the utility of mid-infrared spectral subspaces for predicting soil properties

(2016) Andrew M. Sila et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Near-infrared hyperspectral imaging system coupled with multivariate methods to predict viability and vigor in muskmelon seeds

(2016) Lalit Mohan Kandpal et al.   SENSORS AND ACTUATORS B-CHEMICAL

Application of mid-infrared spectroscopy for rapid characterization of key soil properties for engineering land use

(2015) B.K. Waruru et al.   SOILS AND FOUNDATIONS

Multiple on-line soil sensors and data fusion approach for delineation of water holding capacity zones for site specific irrigation

(2014) Abdul M. Mouazen et al.   SOIL & TILLAGE RESEARCH

Geophysical and Hyperspectral Data Fusion Techniques for In-Field Estimation of Soil Properties

(2013) Raffaele Casa et al.   VADOSE ZONE JOURNAL

Predicting soil organic carbon and total nitrogen using mid- and near-infrared spectra for Brookston clay loam soil in Southwestern Ontario, Canada

(2011) H. T. Xie et al.   CANADIAN JOURNAL OF SOIL SCIENCE

Path modelling by sequential PLS regression

(2010) T. Naes et al.   JOURNAL OF CHEMOMETRICS

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY