About: REGIONAL DETERMINANTS OF THE EXPANSION OF COVID-19 IN BRAZIL

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	REGIONAL DETERMINANTS OF THE EXPANSION OF COVID-19 IN BRAZIL
Creator	Rodrigues, Waldecy Camargo¹, Wainesten Prata¹, David
Source	MedRxiv
abstract	Objective: This study investigates the regional differences in the occurrence of COVID-19 in Brazil and its relationship with climatic and demographic factors, for this, using data about identified cases of COVID-19 on Brazil from February 26 to April 04, 2020. Methods: A model using the Polynomial Regression with cubic adjustments of the number of days of contagion, demographic density, city population and climatic factors was designed to explain the spread of COVID-19 in Brazil. Main results: It was evidenced that temperature variation maintains a relationship with the reduction in the number of cases of COVID-19, but on a very small scale. With a simulation of 30 days of contagion, a variation of -0.9% was found for each increase of 1 C. Conclusion: Temperature, despite being an intervening factor in the variation in the number of COVID-19 cases, has a reduced magnitude effect. Cities with higher temperatures do not necessarily it is more protected from the SARS-CoV-2 than those with lower temperatures, however, strong statistical significance was found, this relationship deserves to be investigated in other tests with longer time series, wide and with especially non-linear data adjustments.
has issue date	2020-04-17(xsd:dateTime)
bibo:doi	10.1101/2020.04.13.20063925
has license	medrxiv
sha1sum (hex)	9d572500fedcb630c3cadb2869a292dd7b3e7605
schema:url	https://doi.org/10.1101/2020.04.13.20063925
resource representing a document's title	REGIONAL DETERMINANTS OF THE EXPANSION OF COVID-19 IN BRAZIL
resource representing a document's body	covid:9d572500fedcb630c3cadb2869a292dd7b3e7605#body_text
is schema:about of	named entity 'TIME SERIES' named entity 'CONTAGION' named entity 'SARS-COV-2' named entity 'APRIL' named entity 'STATISTICAL SIGNIFICANCE' named entity 'VARIATION' named entity 'STUDY' named entity 'VERY SMALL' covid:arg/9d572500fedcb630c3cadb2869a292dd7b3e7605 named entity 'time series' named entity 'COVID-19' named entity 'statistical significance' named entity 'demographic factors' named entity 'BRAZIL' named entity 'SARS-CoV-2' named entity 'COVID-19' named entity 'COVID-19' named entity '30N and 30S' named entity 'Brazil' named entity 'Hubei' named entity 'SARS-CoV-2' named entity 'Brazil' named entity 'climatic' named entity 'climatic' named entity 'average temperatures' named entity 'tropical countries' named entity 'Singapore' named entity 'Bahrain' named entity 'Brazil' named entity 'polynomial function' named entity 'polynomial function' named entity 'SARS-CoV-2' named entity 'climatic zones' named entity 'SARS-CoV-2' named entity 'Tropical Zone' named entity 'virus' named entity 'social isolation' named entity 'United Arab Emirates' named entity 'statistical models' named entity 'Influenza virus' named entity 'demographic characteristics' named entity 'CC-BY-NC-ND 4.0' named entity 'demographic' named entity 'COVID-19' named entity 'April 17' named entity 'Brazil' named entity 'virus' named entity 'SARS-CoV-2' named entity 'SARS-CoV-2' named entity 'climatic zone' named entity 'cubic spline' named entity 'demographic' named entity 'temperate zone' named entity 'polynomial function' named entity 'socio-economic' named entity 'climatic' named entity 'SARS-CoV-2' named entity 'average temperature' named entity 'SARS-CoV-2 virus' named entity 'average annual temperature' named entity 'COVID-19' named entity 'SARS-CoV-2' named entity '30N and 30S' named entity 'medRxiv' named entity 'demographic' named entity 'tropical regions' named entity 'medRxiv' named entity 'Qatar' named entity 'latitude' named entity 'medRxiv' named entity 'mixture model' named entity 'climatic zone' named entity 'average temperatures' named entity 'statistical model' named entity 'April 17' named entity 'SARS-CoV-2' named entity 'tropical countries' named entity 'COVID-19' named entity 'geometric progression' named entity 'SARS-CoV-2' named entity 'Taiwan' named entity 'SARS-CoV-2' named entity 'SARS-CoV-2'

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