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Antonin Laforgue

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Open access Aug 2026

Solution-Based Fertilizer Detection Using Guided-Mode Resonance Optical Sensors: A Comparative Study with a Commercial Multispectral Sensor

Accurate, low-cost monitoring of nitrogen--phosphorus--potassium (NPK) fertilizer concentration in solution is essential for precision agriculture, yet proposed optical platforms vary widely in complexity and performance. This work directly compares two sensing approaches across four commercial fertilizer formulations...

Nur Aina'a Mardhiah Zainuddin, Antonin Laforgue, S. Boonruang et al. · 0 citations

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