Evidence map›Paper›PMID 38420255›Full record

ArticleEnvironmental health insights2024

Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction Models.

Reek Majumder, Jacquan Pollard, M Sabbir Salek, David Werth, Gurcan Comert, Adrian Gale, Sakib Mahmud Khan, Samuel Darko, Mashrur Chowdhury

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Environmental health insights, 2024. 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
0.6field-weighted citation impact, top 37% of its field
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, 2 citations in OpenAlex.

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

9 authors at 4 institutions in 1 country.

Reek MajumderGlenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
Jacquan PollardGlenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
M Sabbir SalekGlenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
David WerthSavannah River National Laboratory, Aiken, SC, USA.
Gurcan ComertComp. Sci., Phy., and Engineering Department, Benedict College, Columbia, SC, USA.
Adrian GaleComp. Sci., Phy., and Engineering Department, Benedict College, Columbia, SC, USA.
Sakib Mahmud KhanGlenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
Samuel DarkoSchool of Arts and Sciences, Florida Memorial University, Miami Gardens, FL, USA.
Mashrur ChowdhuryGlenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
Clemson University · USBenedict College · USFlorida Memorial University · USSavannah River National Laboratory · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The environmental impacts of global warming driven by methane (CH

Indexed as

autonomous environmental detectioncyber-physical systemfugitive CH4 emissionsmachine learningMethane

Identifiers

PMID38420255
PMCPMC10901066
OpenAlexW4392249426

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.