Analytical Validation of Low-Cost Optical Sensors for Freshwater Monitoring: A Scoping Review of Current Gaps and a Proposed Framework.

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Title: Analytical Validation of Low-Cost Optical Sensors for Freshwater Monitoring: A Scoping Review of Current Gaps and a Proposed Framework.
Authors: Cirrone, Riccardo Gaetano1,2 (AUTHOR), Boldrini, Amedeo2 (AUTHOR) amedeo.boldrini3@unisi.it, Polvani, Alessio2,3 (AUTHOR), Liu, Xinyu2,4 (AUTHOR), Vesprini, Francesco2,5 (AUTHOR), Galgani, Luisa1,2,3 (AUTHOR), Witter, Anna2,4 (AUTHOR), González, Óscar3,5 (AUTHOR), Tamasi, Gabriella2,3,4 (AUTHOR), Loiselle, Steven Arthur2,3,4,5 (AUTHOR)
Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3846. 18p.
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  Data: Analytical Validation of Low-Cost Optical Sensors for Freshwater Monitoring: A Scoping Review of Current Gaps and a Proposed Framework.
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