Application of Raman Spectroscopy-Driven Multi-Model Ensemble Modeling in Soil Nutrient Prediction

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Bibliographic Details
Published in:	Agriculture vol. 15, no. 17 (2025), p. 1901-1929
Main Author:	Zhang Xiuquan
Other Authors:	Wang Juanling, Li, Zhiwei, Song, Haiyan, Zheng Decong
Published:	MDPI AG
Subjects:	Accuracy Performance evaluation Nitrogen Regression analysis Regression models Indicators Soil types Organic matter Feature selection Fertilization Soil fertility Raman spectroscopy Soil organic matter Potassium Wavelet transforms Soil nutrients Spectroscopy Agriculture Machine learning Phosphorus Preprocessing Oxidation Spectrum analysis Predictions Soil quality Molybdenum Organic phosphorus Methods Algorithms Nutrients Spectroscopic analysis Environmental
Online Access:	Citation/Abstract Full Text + Graphics Full Text - PDF
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