ArticleSensors (Basel, Switzerland)2022
Enhancing PM
Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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
9 citing papers in PubMed, 28 citations in OpenAlex.
- Hybrid framework for improved PM2.5 prediction based on seasonal-trend decomposition and tailored component processing.Scientific reports · 2025Article
- Multimodal Particulate Matter Prediction: Enabling Scalable and High-Precision Air Quality Monitoring Using Mobile Devices and Deep Learning Models.Sensors (Basel, Switzerland) · 2025Article
- A hybrid deep learning air pollution prediction approach based on neighborhood selection and spatio-temporal attention.Scientific reports · 2025Article
- Forecasting the trend of tuberculosis incidence in Anhui Province based on machine learning optimization algorithm, 2013-2023.BMC pulmonary medicine · 2024Article
- Deep-learning architecture for PMEnvironmental science and ecotechnology · 2024Review
- Prediction of PMPeerJ · 2024Article
- Prediction of Pollutant Concentration Based on Spatial-Temporal Attention, ResNet and ConvLSTM.Sensors (Basel, Switzerland) · 2023Article
- System Identification Methodology of a Gas Turbine Based on Artificial Recurrent Neural Networks.Sensors (Basel, Switzerland) · 2023Article
- Prediction of road dust concentration in open-pit coal mines based on multivariate mixed model.PloS one · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In a world where humanity's interests come first, the environment is flooded with pollutants produced by humans' urgent need for expansion. Air pollution and climate change are side effects of humans' inconsiderate intervention. Particulate matter of 2.5 µm diameter (PM
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.