Evidence map›Paper›PMID 35098458›Full record

ArticleEnvironmental science and pollution research international2022

Short-term air quality forecasting model based on hybrid RF-IACA-BPNN algorithm.

De-Wen Qiao, Jian Yao, Ji-Wen Zhang, Xin-Long Li, Tan Mi, Wen Zeng

Abstract read
PubMed Publisher
In one paragraph

Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

De-Wen QiaoCollege of Architecture and Environment, Sichuan University, Chengdu, 610065, China.
Jian YaoCollege of Architecture and Environment, Sichuan University, Chengdu, 610065, China. 676400867@qq.com.
Ji-Wen ZhangCollege of Architecture and Environment, Sichuan University, Chengdu, 610065, China.
Xin-Long LiCollege of Architecture and Environment, Sichuan University, Chengdu, 610065, China.
Tan MiCollege of Architecture and Environment, Sichuan University, Chengdu, 610065, China.
Wen ZengInstitute for Disaster Management and Reconstruction, Sichuan University-the Hong Kong Polytechnic University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the apparent improvement in air quality in recent years through a series of effective measures, the concentration of PM

Indexed as

Air PollutantsAir PollutionAlgorithmsEnvironmental MonitoringForecastingHumansNeural Networks, ComputerParticulate MatterAir PollutantsParticulate MatterBP neural networkHourly PM2.5 and O3 concentration predictionImproved ant colony algorithmRandom forest

Identifiers

PMID35098458

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.