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In 2019, the entire world is facing a situation of health emergency due to a newly emerged coronavirus (COVID-19). Almost 196 countries are affected by covid-19, while USA, Italy, China, Spain, Iran, and France have the maximum active cases…

Image and Video Processing · Electrical Eng. & Systems 2020-04-14 Muhammad Ilyas , Hina Rehman , Amine Nait-ali

Background: Northern Italy was one of the most impacted areas by COVID. It is now widely assumed that the virus was silently spreading for at least 2 weeks before the first patient was identified. During this silent phase, and in the…

Populations and Evolution · Quantitative Biology 2020-08-11 Luca Presotto

Few African countries have reported COVID-19 case numbers above $1\,000$ as of April 18, 2020, with South Africa reporting $3\,034$ cases being hit hardest in Sub-Saharan Africa. Several African countries, especially South Africa, have…

Populations and Evolution · Quantitative Biology 2021-06-01 Malte Schröder , Andreas Bossert , Moritz Kersting , Sebastian Aeffner , Justin Coetzee , Marc Timme , Jan Schlüter

There are many hard-to-reconcile numbers circulating concerning Covid-19. Using reports from random testing, the fatality ratio per infection is evaluated and used to extract further information on the actual fraction of infections and the…

Populations and Evolution · Quantitative Biology 2020-05-25 Allen Caldwell , Vasyl Hafych , Oliver SChulz , Lolian Shtembari

Coronavirus disease 2019 (COVID-19) has infected more than one million individuals all over the world and caused more than 55,000 deaths, as of April 3 in 2020. Radiological findings are important sources of information in guiding the…

Information Retrieval · Computer Science 2020-04-07 Yuxiao Liang , Pengtao Xie

The World Health Organization (WHO) announced that COVID-19 was a pandemic disease on the 11th of March as there were 118K cases in several countries and territories. Numerous researchers worked on forecasting the number of confirmed cases…

Machine Learning · Computer Science 2020-11-10 Hoang Long Nguyen , Zhenhe Pan , Hashim Abu-gellban , Fang Jin , Yuanlin Zhang

The case fatality ratio (CFR) for COVID-19 is difficult to estimate. One difficulty is due to ignoring or overestimating time delay between reporting and death. We claim that all of these cause large errors and artificial time dependence of…

Populations and Evolution · Quantitative Biology 2020-07-02 Phoebus Rosakis , Maria Marketou

Based on the official data modeling, this paper studies the transmission process of the Corona Virus Disease 2019 (COVID-19). The error between the model and the official data curve is within 3%. At the same time, it realized forward…

Populations and Evolution · Quantitative Biology 2020-03-17 Lixiang Li , Zihang Yang , Zhongkai Dang , Cui Meng , Jingze Huang , Hao Tian Meng , Deyu Wang , Guanhua Chen , Jiaxuan Zhang , Haipeng Peng

Tropospheric nitrogen dioxide (NO$_2$) concentrations are strongly affected by anthropogenic activities. Using space-based measurements of tropospheric NO$_2$, here we investigate the responses of tropospheric NO$_2$ to the 2019 novel…

Atmospheric and Oceanic Physics · Physics 2020-06-24 Jiaqi Chen , Zhe Jiang , Kazuyuki Miyazaki , Rui Zhu , Xiaokang Chen , Chenggong Liao , Dylan B. A. Jones , Kevin Bowman , Takashi Sekiya

We develop a simple 3-dimensional iterative map model to forecast the global spread of the coronavirus disease. Our model contains at most two fitting parameters, which we determine from the data supplied by the world health organisation…

Physics and Society · Physics 2020-04-17 André E. Botha , Wynand Dednam

To evaluate the effectiveness of the containment on the epidemic spreading of the new Coronavirus disease 2019, we carry on an analysis of the time evolution of the infection in a selected number of different Countries, by considering…

Physics and Society · Physics 2020-12-01 P. Castorina , A. Iorio , D. Lanteri

40 days after the start of the international monitoring of COVID-19, we search for the effect of official announcements regarding new cases of infection and death ratio on the financial markets volatility index (VIX). Whereas the new cases…

Computational Finance · Quantitative Finance 2020-03-10 Claudiu Albulescu

The crisis caused by COVID-19 revealed the global unpreparedness to handle the impact of a pandemic. In this paper, we present a statistical analysis of the data related to the COVID-19 outbreak in China, specifically the infection speed,…

Applications · Statistics 2020-04-13 S. Sahin , M. C. Boado-Penas , C. Constantinescu , J. Eisenberg , K. Henshaw , M. Hu , J. Wang , W. Zhu

The generalized logistic equation is used to interpret the COVID-19 epidemic data in several countries: Austria, Switzerland, the Netherlands, Italy, Turkey and South Korea. The model coefficients are calculated: the growth rate and the…

Populations and Evolution · Quantitative Biology 2021-02-03 Efim Pelinovsky , Andrey Kurkin , Oxana Kurkina , Maria Kokoulina , Anastasia Epifanova

In March of 2020, many U.S. state governments encouraged or mandated restrictions on social interactions to slow the spread of COVID-19, the disease caused by the novel coronavirus SARS-CoV-2 that has spread to nearly 180 countries.…

Populations and Evolution · Quantitative Biology 2020-04-22 Parker Liautaud , Peter Huybers , Mauricio Santillana

The COVID-19 pandemic has had a great impact in most countries worldwide, in particular impacting Chile greatly to become one of the worst hit countries in the world, despite its low population compared to other affected countries around…

Populations and Evolution · Quantitative Biology 2021-02-24 Gonzalo A. Benavides , Francisca Larach , Vicente Marchant , Joaquín Fernández , Fredy Montoya , Sebastián Domínguez , Camilo Mejías

The constrained outbreak of COVID-19 in Mainland China has recently been regarded as a successful example of fighting this highly contagious virus. Both the short period (in about three months) of transmission and the sub-exponential…

Physics and Society · Physics 2022-03-22 Jizhou Huang , Haifeng Wang , Miao Fan , An Zhuo , Yibo Sun , Ying Li

The outbreak of novel coronavirus-caused pneumonia (COVID-19) in Wuhan has attracted worldwide attention. Here, we propose a generalized SEIR model to analyze this epidemic. Based on the public data of National Health Commission of China…

Populations and Evolution · Quantitative Biology 2020-06-26 Liangrong Peng , Wuyue Yang , Dongyan Zhang , Changjing Zhuge , Liu Hong

Several analytical models have been used in this work to describe the evolution of death cases arising from coronavirus (COVID-19). The Death or `D' model is a simplified version of the SIR (susceptible-infected-recovered) model, which…

Populations and Evolution · Quantitative Biology 2020-11-19 J. E. Amaro , J. Dudouet , J. N. Orce

As the COVID-19 outbreak evolves around the world, the World Health Organization (WHO) and its Member States have been heavily relying on staying at home and lock down measures to control the spread of the virus. In the last months, various…

Physics and Society · Physics 2020-12-25 Anna Schmedding , Lishan Yang , Riccardo Pinciroli , Evgenia Smirni