ArticleSensors (Basel, Switzerland)2023
IoT in Water Quality Monitoring-Are We Really Here?
Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Citizen Science for Water Quality Monitoring: Analyzing Key Parameters, Success Factors, and Research Gaps for Aquaculture.Environmental management · 2025Pooled it
- Closing the gaps: applicability of missing data handling techniques for urban runoff quality time series.Water science and technology : a journal of the International Association on Water Pollution Research · 2026Article
- Secure Indoor Water Level Monitoring with Temporal Super-Resolution and Enhanced Yolov5.Sensors (Basel, Switzerland) · 2025Article
- Nanotechnology in aquaculture: Transforming the future of food security.Food chemistry: X · 2024Review
- Reliable water quality prediction and parametric analysis using explainable AI models.Scientific reports · 2024Article
- An Intelligent Water Monitoring IoT System for Ecological Environment and Smart Cities.Sensors (Basel, Switzerland) · 2023Article
- A Prototype for an Intelligent Water Management System for Household Use.Sensors (Basel, Switzerland) · 2023Article
- Low-Cost Water Quality Sensors for IoT: A Systematic Review.Sensors (Basel, Switzerland) · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Internet of Things (IoT) has become widespread. Mainly used in industry, it already penetrates into every sphere of private life. It is often associated with complex sensors and very complicated technology. IoT in life sciences has gained a lot of importance because it allows one to minimize the costs associated with field research, expeditions, and the transport of the many sensors necessary for physical and chemical measurements. In the literature, we can find many sensational ideas regarding the use of remote collection of environmental research. However, can we fully say that IoT is well established in the natural sciences?
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.