Prediction of Soil-Available Potassium Content with Visible Near-Infrared Ray Spectroscopy of Different Pretreatment Transformations by the Boosting Algorithms

Support vector machine regression on selected wavelength regions for quantitative analysis of caffeine in tea leaves by near infrared spectroscopy

(2019) Somdeb Chanda et al.   JOURNAL OF CHEMOMETRICS

Rapid prediction of atrazine sorption in soil using visible near-infrared spectroscopy

(2019) Ruifeng Shan et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Prediction Accuracy of Soil Organic Carbon from Ground Based Visible Near-Infrared Reflectance Spectroscopy

(2018) S. Minu et al.   Journal of the Indian Society of Remote Sensing

Combining X-ray Computed Tomography and Visible Near-Infrared Spectroscopy for Prediction of Soil Structural Properties

(2018) Sheela Katuwal et al.   VADOSE ZONE JOURNAL

Soil fertility assessment by Vis-NIR spectroscopy: Predicting soil functioning rather than availability indices

(2018) Ramiro Recena et al.   GEODERMA

Multi-site solar power forecasting using gradient boosted regression trees

(2017) Caroline Persson et al.   SOLAR ENERGY

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in Madagascar

(2017) Kensuke Kawamura et al.   Remote Sensing

Be aware of error measures. Further studies on validation of predictive QSAR models

(2016) Kunal Roy et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Calibration of soft sensor by using Just-in-time modeling and AdaBoost learning method

(2016) Huan Min et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

Leaf Chlorophyll Content Estimation of Winter Wheat Based on Visible and Near-Infrared Sensors

(2016) Jianfeng Zhang et al.   SENSORS

Estimating Soil Organic Carbon Using VIS/NIR Spectroscopy with SVMR and SPA Methods

(2014) Xiaoting Peng et al.   Remote Sensing

Method and model comparison by sum of ranking differences in cases of repeated observations (ties)

(2013) Klára Kollár-Hunek et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Measurement of soil properties using visible and short wave-near infrared spectroscopy and multivariate calibration

(2013) Liu Xuemei et al.   MEASUREMENT

Nitrogen, phosphorus, and potassium prediction in soils, using infrared spectroscopy

(2011) Yongni Shao et al.   Soil Research

Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

(2010) A.M. Mouazen et al.   GEODERMA

Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy

(2010) Véronique Bellon-Maurel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Sum of ranking differences compares methods or models fairly

(2009) Károly Héberger   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra

(2008) G.M. Vasques et al.   GEODERMA