scholarly journals The correspondence between the structure of the terrestrial mobility network and the emergence of COVID-19 in Brazil

Author(s):  
Vander L. S. Freitas ◽  
Thais C. R. O. Konstantyner ◽  
Jeferson Feitosa ◽  
Catia S. N. Sepetauskas ◽  
Leonardo B. L. Santos

BACKGROUNDthe inter-cities mobility network serves as a proxy for the SARS-CoV-2 spreading network in a country.OBJECTIVEto investigate the correspondences between the structure of the mobility network and the emergence of COVID-19 cases in Brazilian cities.METHODSwe adopt the data from the Brazilian Health Ministry and the terrestrial flow of people between cities from the IBGE database in two scales: Brazilian cities without the North region and cities from the Sao Paulo state. Grounded on the complex networks approach, cities are represented as nodes and the flows as edges. Network centrality measures such as strength and degree are ranked and compared to the list of Brazilian cities, ordered according to the day that they confirmed the first case of COVID-19.FINDINGSThe strength presents the best correspondences and the interiorization process of SARS-CoV-2 is captured in the Sao Paulo state when different thresholds are applied to the network flows.MAIN CONCLUSIONSthe strength captures the cities with a higher vulnerability of receiving new cases of COVID-19. Some countryside cities such as Feira de Santana (Bahia state), Ribeirao Preto (Sao Paulo state), and Caruaru (Pernambuco state) have strength comparable to states’ capitals, making them potential super spreaders.Financial supportSão Paulo Research Foundation (FAPESP) Grant Numbers 2015/50122-0, 2018/06205-7 and 2020/06837-3; DFG-IRTG Grant Number 1740/2; CNPq Grant Numbers 420338/2018-7 and 101720/2020-3.

2020 ◽  
Vol 36 (9) ◽  
Author(s):  
Vander Luis de Souza Freitas ◽  
Thais Cláudia Roma de Oliveira Konstantyner ◽  
Jeferson Feitosa Mendes ◽  
Cátia Souza do Nascimento Sepetauskas ◽  
Leonardo Bacelar Lima Santos

The inter-cities mobility network is of great importance in understanding outbreaks, especially in Brazil, a continental-dimension country. We adopt the data from the Brazilian Ministry of Health and the terrestrial flow of people between cities from the Brazilian Institute of Geography and Statistics database in two scales: cities from Brazil, without the North region, and from the São Paulo State. Grounded on the complex networks approach, and considering that the mobility network serves as a proxy for the SARS-CoV-2 spreading, the nodes and edges represent cities and flows, respectively. Network centrality measures such as strength and degree are ranked and compared to the list of cities, ordered according to the day that they confirmed the first case of COVID-19. The strength measure captures the cities with a higher vulnerability of receiving new cases. Besides, it follows the interiorization process of SARS-CoV-2 in the São Paulo State when the network flows are above specific thresholds. Some countryside cities such as Feira de Santana (Bahia State), Ribeirão Preto (São Paulo State), and Caruaru (Pernambuco State) have strength comparable to states’ capitals. Our analysis offers additional tools for understanding and decision support to inter-cities mobility interventions regarding the SARS-CoV-2 and other epidemics.


2017 ◽  
Vol 40 (3) ◽  
pp. 24-47 ◽  
Author(s):  
K. E. C. ARRUDA ◽  
M. G. M. GARCIA ◽  
E. A. LAMA ◽  
V. C. MUCIVUNA ◽  
F. C. REVERTE

Zootaxa ◽  
2004 ◽  
Vol 615 (1) ◽  
pp. 1 ◽  
Author(s):  
ALMIR ROGÉRIO PEPATO ◽  
CLÁUDIO GONÇALVES TIAGO

This is the first record of the subfamily Simognathinae for the Brazilian coast. Two new species are described, Acaromantis vespucioi sp. nov. and Simognathus euphractus sp. nov. The description of Simognathus fuscus Viets, 1936 is extended with the inclusion of juveniles description.


2020 ◽  
Vol 25 (9) ◽  
pp. 3377-3384
Author(s):  
Franciel Eduardo Rex ◽  
Cléber Augusto de Souza Borges ◽  
Pâmela Suélen Käfer

Abstract At the end of 2019, the outbreak of COVID-19 was reported in Wuhan, China. The outbreak spread quickly to several countries, becoming a public health emergency of international interest. Without a vaccine or antiviral drugs, control measures are necessary to understand the evolution of cases. Here, we report through spatial analysis the spatial pattern of the COVID-19 outbreak. The study site was the State of São Paulo, Brazil, where the first case of the disease was confirmed. We applied the Kernel Density to generate surfaces that indicate where there is higher density of cases and, consequently, greater risk of confirming new cases. The spatial pattern of COVID-19 pandemic could be observed in São Paulo State, in which its metropolitan region standed out with the greatest cases, being classified as a hotspot. In addition, the main highways and airports that connect the capital to the cities with the highest population density were classified as medium density areas by the Kernel Density method.It indicates a gradual expansion from the capital to the interior. Therefore, spatial analyses are fundamental to understand the spread of the virus and its association with other spatial data can be essential to guide control measures.


Check List ◽  
2014 ◽  
Vol 10 (1) ◽  
pp. 97 ◽  
Author(s):  
Lenita De Freitas Tallarico ◽  
Flávio Dias Passos ◽  
Fabrizio Marcondes Machado ◽  
Ariane Campos ◽  
Shirlei Maria Recco-Pimentel ◽  
...  

The north coast of the São Paulo State, Brazil, presents great bivalve diversity, but knowledge about these organisms, especially species living subtidally, remains scarce. Based on collections made between 2010 and 2012, the present work provides a species list of bivalves inhabiting the intertidal and subtidal zones of the São Sebastião Channel. Altogether, 388 living specimens were collected, belonging to 52 species of 34 genera, grouped in 18 families. Tellinidae, Veneridae, Semelidae, Ungulinidae, Mactridae, Solecurtidae, Corbulidae, Cardiidae, Lucinidae, Cooperellidae, Nuculidae, Psammobiidae, Donacidae, Solenidae, Periplomatidae, Thraciidae and Arcidae were the most representative families in this collection. Among the identified species, Caryocorbula caribaea, Codakia pectinella and Diplodonta punctata were intertidally abundant, while Macoma uruguayensis and Pitar fulminata were subtidally abundant.


Nucleus ◽  
2017 ◽  
Vol 0 (0) ◽  
pp. 113-120 ◽  
Author(s):  
Rogério Soares de Freitas ◽  
Aildson Pereira Duarte ◽  
Eduardo Sawazaki ◽  
Paulo César da Luz Leão ◽  
Fernando Bergantini Miguel ◽  
...  

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