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This book aims to highlight the importance of soil spectral data in advancing soil science and underscores the central role of R software in this transformation. Whether applied in academic research, agricultural consultancy, or environmental conservation, this manual may be useful to understand and effectively utilize soil spectral data in predicting soil properties.