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Visualizing soil chemical heterogeneity in time and space using optical sensors: advances, challenges, and prospects
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DOI：10.1016/j.soilbio.2026.110241.png)
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Abstract
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• Planar optodes enable imaging of soil biogeochemistry at microscale • Chemical imaging reveals hidden soil microsites and redox interfaces • Optode maps guide targeted sampling of biogeochemical hotspots • Calibration and optical artefacts remain key challenges in soil imaging • Field-ready optode systems may enable long-term soil monitoring
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10.3
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