2022
DOI: 10.1038/s41598-022-14228-4
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Open-source, low-cost, in-situ turbidity sensor for river network monitoring

Abstract: Fine sediment transport in rivers is important for catchment nutrient fluxes, global biogeochemical cycles, water quality and pollution in riverine, coastal and marine ecosystems. Monitoring of suspended sediment in rivers with current sensors is challenging and expensive and most monitoring setups are restricted to few single site measurements. To better understand the spatial heterogeneity of fine sediment sources and transport in river networks there is a need for new smart water turbidity sensing that is m… Show more

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Cited by 22 publications
(8 citation statements)
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“…This is true even for chemical analytes such as nutrients (e.g., nitrogen, phosphorus) for which methods are well known. Progress towards low-cost platforms (below €5,000) (Schierenbeck and Smith, 2017;McCaul et al, 2021;Droujko and Molnar, 2022;Li et al, 2022) has not been as rapid as might have been expected, despite considerable efforts over several decades to deliver autonomous sensors to monitor nitrogen and phosphorus. Nitrogen commonly occurs in the form of ammonia (NH 4 + ), nitrate (NO 3…”
Section: Reducing the Cost Of Aquatic Chemical-sensor Platformsmentioning
confidence: 99%
“…This is true even for chemical analytes such as nutrients (e.g., nitrogen, phosphorus) for which methods are well known. Progress towards low-cost platforms (below €5,000) (Schierenbeck and Smith, 2017;McCaul et al, 2021;Droujko and Molnar, 2022;Li et al, 2022) has not been as rapid as might have been expected, despite considerable efforts over several decades to deliver autonomous sensors to monitor nitrogen and phosphorus. Nitrogen commonly occurs in the form of ammonia (NH 4 + ), nitrate (NO 3…”
Section: Reducing the Cost Of Aquatic Chemical-sensor Platformsmentioning
confidence: 99%
“…Data acquisition and processing will play a key role in addressing most questions but might require new study designs and protocols for novel parameters and a higher spatiotemporal resolution than previously available in hydropeaking studies. Rapid advances in remote and proximal sensing techniques and low-cost environmental sensors [168] can potentially boost research activities in this direction [169].…”
Section: Synthesis Of Emerging Research Needsmentioning
confidence: 99%
“…Using monochromatic light sources at infrared wavelengths solves the interference problem [8]. However, the presence of air bubbles, particle shape, size heterogeneity, and the carcinogenic nature of formazin are of great urgency for further study [9,10]. Developing a multi-detector system at various lighting angles is an option designed to anticipate potential measurement errors caused by some air bubbles in the measured suspended sample [10].…”
Section: Introductionmentioning
confidence: 99%