The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties
Universitat de Miguel Hernández d'Elx · Commonwealth Scientific and Industrial Research Organisation · +3 more institutions
Abstract
This review addresses the applicability of visible (Vis), near-infrared (NIR), and mid-infrared (MIR) reflectance spectroscopy for the prediction of soil properties. We address (1) the properties that can be predicted and the accuracy of the predictions, (2) the most suitable spectral regions for specific soil properties, (3) the number of predictions reported for each property, and (4) in-field versus laboratory spectral techniques.We found the following properties to be successfully predicted: soil water content, texture, soil carbon (C), cation exchange capacity, calcium and magnesium (exchangeable), total nitrogen (N), pH, concentration of metals/metalloids, microbial size, and activity. Generally, MIR…
Citation impact
- FWCI
- 24.17
- Percentile
- 100%
- References
- 245
Authors
5- JMJosé M. Soriano‐DislaCorresponding
Universitat de Miguel Hernández d'Elx, Commonwealth Scientific and Industrial Research Organisation, CSIRO Land and Water
- LJLes Janik
CSIRO Land and Water
- RARaphael A. Viscarra Rossel
Commonwealth Scientific and Industrial Research Organisation, CSIRO Land and Water
- LMLynne M. Macdonald
CSIRO Land and Water
- MJMichael J. McLaughlin
CSIRO Land and Water, The University of Adelaide, Australian Wine Research Institute
Topics & keywords
- Spectroscopy
- Chemistry
- Water content
- Diffuse reflectance infrared fourier transform
- Cation-exchange capacity
- Soil texture
- Soil test
- Near-infrared spectroscopy
- Life in Land