ArticleEnvironmental monitoring and assessment2021
A neural network-based method for modeling PM 2.5 measurements obtained from the surface particulate matter network.
Article in Environmental monitoring and assessment, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed.
- Ambient PMCurrent environmental health reports · 2026Review
- Modelling drought in South Africa: meteorological insights and predictive parameters.Environmental monitoring and assessment · 2024Article
- CTBP1-AS2 promoted non-small cell lung cancer progression via sponging the miR-623/MMP3 axis.Environmental science and pollution research international · 2022Article
- Modeling health impacts of air pollutant emissions from the coal-fired power industry based on LCA and oriented by WTP: a case study.Environmental science and pollution research international · 2022Article
- A median absolute deviation-neural network (MAD-NN) method for atmospheric temperature data cleaning.MethodsX · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Air pollution is a global problem; hence, many countries devoted lots of resources towards its study and possible eradication. The major parameter indicator for air quality is the particulate matter (PM). These particles, especially PM
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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.