1. Real-time detection of ammonium in soil pore water.
- Author
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Yupiter, Rotem, Arnon, Shlomi, Yeshno, Elad, Visoly-Fisher, Iris, and Dahan, Ofer
- Subjects
PORE water ,SOIL moisture ,PARTIAL least squares regression ,PORE water pressure ,AMMONIUM ,FERTILIZER application - Abstract
The development of technologies for continuous measurement of nitrogen forms in the soil is essential for optimizing the application of fertilizers in agriculture and preventing water-resource pollution. However, there is no effective commercial technology available for continuous monitoring of ammonium species in soil pore water. This work investigates an approach for real-time measurement of ammonium in soil water using near-infrared transmission spectroscopy and partial least squares regression (PLSR) for spectral analysis. The PLSR model was trained using soil pore water collected from various soils spiked with ammonium to achieve a wide concentration range. The monitoring approach was then validated through transport experiments in a soil column. The results demonstrated capabilities for real-time tracking of the temporal variation in soil ammonium concentration and potential utilization in agronomical or environmental sensing. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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