Evidence map›Paper›PMID 24039539›Full record

ArticleAtmospheric environment (Oxford, England : 1994)2013

Time-space Kriging to address the spatiotemporal misalignment in the large datasets.

Dong Liang, Naresh Kumar

Abstract read
In one paragraph

Article in Atmospheric environment (Oxford, England : 1994), 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. The Association between Preterm Birth and Ambient Air Pollution Exposure in Shiyan, China, 2015-2017.International journal of environmental research and public health · 2021
    Article
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  8. Satellite-based PM concentrations and their application to COPD in Cleveland, OH.Journal of exposure science & environmental epidemiology
    Article
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

2 authors.

Dong LiangDepartment of Epidemiology, University of Iowa, Iowa City, IA 52242, USA.
Naresh Kumar

Funding

Mortality and Air Quality Regulation in Two Indian CitiesR21ES014004 · NIEHS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI KUMAR, NARESH · 2008 to 2009
$391k
Health and Air Quality Regulation in Delhi, IndiaR21HD046571 · NICHD · UNIVERSITY OF IOWA · PI KUMAR, NARESH · 2005 to 2006
$309k
NICHD NIH HHS R21 HD046571NIEHS NIH HHS R21 ES014004
6 · The paper itself

Abstract

This paper presents a Bayesian hierarchical spatiotemporal method of interpolation, termed as Markov Cube Kriging (MCK). The classical Kriging methods become computationally prohibitive, especially for large datasets due to the O(n

Indexed as

Bayesian computationFine particulate matter PM2.5Gaussian Markov Random FieldsNonstationaritySpatiotemporal hierarchical modelTime-space Kriging

Identifiers

PMID24039539
PMCPMC3768020

What OpenQuestion holds

Textmetadata
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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.