Feasibility Study of PLS and Bagging-PLS Regressions in Predicting Some Soil Heavy Metals by VIS to NIR and SWIR Bands: Case Study of Hormuz Island Soils

Using visible (VIS), near-infrared (NIR), and short-wave infrared (SWIR) spectra can provide a quick, undisturbed, and inexpensive method for predicting deferent soil variables. This study aims to evaluate the ability of hyperspectral information in VIS-NIR-SWIR range to predict heavy metals concent...

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Veröffentlicht in:	Eurasian soil science 2023-08, Vol.56 (8), p.1161-1171
Hauptverfasser:	Abbaszadeh, F., Jalali, V., Jafari, A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Aggregation Analysis Antimony Bagging Case studies Chromium Conservation of Soils Degradation Earth and Environmental Science Earth Sciences Feasibility studies Geotechnical Engineering & Applied Earth Sciences Heavy metals Infrared spectra Lead Metal concentrations Metals Near infrared radiation Prediction models Predictions Reflectance Rehabilitation Short wave radiation Soil Soils Spectral reflectance Spectroradiometers Topsoil
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