Bifurcation analysis of a metapopulation model with sources and sinks

1996 ◽  
Vol 6 (4) ◽  
pp. 329-366 ◽  
Author(s):  
M. Gyllenberg ◽  
A. V. Osipov ◽  
G. Söderbacka
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Hsiao-Han Chang ◽  
Meng-Chun Chang ◽  
Mathew Kiang ◽  
Ayesha S. Mahmud ◽  
Nattwut Ekapirat ◽  
...  

AbstractIdentifying sources and sinks of malaria transmission is critical for designing effective intervention strategies particularly as countries approach elimination. The number of malaria cases in Thailand decreased 90% between 2012 and 2020, yet elimination has remained a major public health challenge with persistent transmission foci and ongoing importation. There are three main hotspots of malaria transmission in Thailand: Ubon Ratchathani and Sisaket in the Northeast; Tak in the West; and Yala in the South. However, the degree to which these hotspots are connected via travel and importation has not been well characterized. Here, we develop a metapopulation model parameterized by mobile phone call detail record data to estimate parasite flow among these regions. We show that parasite connectivity among these regions was limited, and that each of these provinces independently drove the malaria transmission in nearby provinces. Overall, our results suggest that due to the low probability of domestic importation between the transmission hotspots, control and elimination strategies can be considered separately for each region.


2018 ◽  
Vol 14 (6) ◽  
pp. 481-502 ◽  
Author(s):  
Anber Saleem ◽  
Sadia Waheed ◽  
Sohail Nadeem

2003 ◽  
Vol 39 (3) ◽  
pp. 1103-1112 ◽  
Author(s):  
Der-Cherng Liaw ◽  
Chau-Chung Song ◽  
Yew-Wen Liang ◽  
Wen-Ching Chung

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