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Furthermore, this review explains various spectroscopic methods that are used for characterization and discrimination of soil based on organic matters study on soil pollution, carbonates, etc. and the principal finding of the studies are emphasized. This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
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Researchers increasingly turn to Artificial Intelligence (AI) techniques to improve crop yield estimation and optimize soil nutrition management. This study reviews 155 papers published from 2014... This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
Furthermore, in this study, we evaluated the performance of visNIR, MIR, and their combined spectra for soil classification by partial least-squares discriminant analysis (PLSDA) and random forest (RF). This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
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Researchers increasingly turn to Artificial Intelligence (AI) techniques to improve crop yield estimation and optimize soil nutrition management. This study reviews 155 papers published from 2014 to 2024, assessing the use of machine learning (ML) and deep learning (DL) in predicting soil nutrients. This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
Furthermore, a critical systematic review on spectral-based soil nutrient prediction ... This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
Moreover, in this study, we evaluated the performance of visNIR, MIR, and their combined spectra for soil classification by partial least-squares discriminant analysis (PLSDA) and random forest (RF). This aspect of A Critical Systematic Review On Spectral Based Soil plays a vital role in practical applications.
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- Prediction of Soil Nutrients Using Hyperspectral Satellite Imaging.
Final Thoughts on A Critical Systematic Review On Spectral Based Soil
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