Evidence map›Paper›PMID 32853931›Full record

ArticleThe Science of the total environment2021

DatAC: A visual analytics platform to explore climate and air quality indicators associated with the COVID-19 pandemic in Spain.

Jordi Martorell-Marugán, Juan Antonio Villatoro-García, Adrián García-Moreno, Raúl López-Domínguez, Francisco Requena, Juan Julián Merelo, Marina Lacasaña, Juan de Dios Luna, Juan J Díaz-Mochón, Jose A Lorente and 1 more

Open access · hybridAbstract read
In one paragraph

Article in The Science of the total environment, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.7field-weighted citation impact, top 4% 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

14 citing papers in PubMed, 52 citations in OpenAlex.

  1. Review
  2. Article
  3. A mini-review: positive impact of COVID-19 on Arial health and ecology.Environmental science and pollution research international · 2022
    Review
  4. PandemonCAT: Monitoring the COVID-19 Pandemic in Catalonia, Spain.International journal of environmental research and public health · 2022
    Article
  5. Article
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  7. Review
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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

11 authors at 4 institutions in 2 countries.

Jordi Martorell-MarugánGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain; Atrys Health S.A., Barcelona, Spain.
Juan Antonio Villatoro-GarcíaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.
Adrián García-MorenoGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.
Raúl López-DomínguezGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.
Francisco RequenaImagine Institute of Genetic Diseases, INSERM, 75015 Paris, France.
Juan Julián MereloDepartment of Computer Architecture and Technology, Universidad de Granada, 18071 Granada, Spain.
Marina LacasañaAndalusian School of Public Health (EASP), 18011 Granada, Spain; Ciber de Epidemiología y Salud Pública (CIBERESP), Spain; Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain.
Juan de Dios LunaDepartment of Statistics, University of Granada, 18071 Granada, Spain.
Juan J Díaz-MochónGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.
Jose A LorenteGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.
Pedro Carmona-SáezGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain; Department of Statistics, University of Granada, 18071 Granada, Spain. Electronic address: pedro.carmona@genyo.es.
Pfizer-University of Granada-Junta de Andalucía Centre for Genomics and Oncological Research · ESUniversidad de Granada · ESInserm · FRInstituto de Investigación Biosanitaria de Granada · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The coronavirus disease 2019 (COVID-19) pandemic has caused an unprecedented global health crisis, with several countries imposing lockdowns to control the coronavirus spread. Important research efforts are focused on evaluating the association of environmental factors with the survival and spread of the virus and different works have been published, with contradictory results in some cases. Data with spatial and temporal information is a key factor to get reliable results and, although there are some data repositories for monitoring the disease both globally and locally, an application that integrates and aggregates data from meteorological and air quality variables with COVID-19 information has not been described so far to the best of our knowledge. Here, we present DatAC (Data Against COVID-19), a data fusion project with an interactive web frontend that integrates COVID-19 and environmental data in Spain. DatAC is provided with powerful data analysis and statistical capabilities that allow users to explore and analyze individual trends and associations among the provided data. Using the application, we have evaluated the impact of the Spanish lockdown on the air quality, observing that NO

Indexed as

Air PollutantsAir PollutionCoronavirusCoronavirus InfectionsPandemicsPneumonia, ViralBetacoronavirusCOVID-19HumansParticulate MatterSARS-CoV-2SpainAir PollutantsParticulate MatterPollutionRStudio Shiny frameworkSARS-CoV-2Spatio-temporal analysisWeather variables

Identifiers

PMID32853931
PMCPMC7399783
OpenAlexW3046895385

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.