Back

COVID-19 propagation by diffusion - a two-dimensional approach for Germany

Baerwolff, G. K. F.

2021-01-20 infectious diseases
10.1101/2021.01.15.21249893 medRxiv
Show abstract

Diffusion comes anytime and everywhere. If there is a gradient or a potential difference of a quantity a diffusion process happens and this ends if an equilibrium is reached only. The concentration of a species maybe such quantity, or the voltage. An electric currant will be driven by a voltage difference for example. In this COVID-19 pandemic one observes both regions with low incidence and other ones with high incidence. The local different people density could be a reason for that. In populous areas like big cities or congested urban areas higher COVID-19 incidences could be observed than in rural regions. The aim of this paper consists in the application of a diffusion concept to describe one possible issue of the the COVID-19 propagation. This will be discussed for the German situation based on the quite different incidence data for the different federal states of Germany. With this ansatz some phenomenoms of the actual development of the pandemic could be confirmed. The model gives a possibility to investigate certain scenarios like border-crossings or local spreading events and their influence on the COVID-19 propagation as well.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
The European Physical Journal Plus
13 papers in training set
Top 0.1%
15.3%
2
PLOS ONE
5266 papers in training set
Top 18%
9.9%
3
Infectious Disease Modelling
54 papers in training set
Top 0.3%
5.6%
4
Scientific Reports
3612 papers in training set
Top 18%
5.2%
5
Nonlinear Dynamics
10 papers in training set
Top 0.1%
4.9%
6
Royal Society Open Science
214 papers in training set
Top 0.8%
4.4%
7
Chaos, Solitons & Fractals
32 papers in training set
Top 0.2%
4.1%
8
Physical Review E
112 papers in training set
Top 0.4%
4.1%
50% of probability mass above
9
Mathematical Biosciences
49 papers in training set
Top 0.4%
2.4%
10
International Journal of Environmental Research and Public Health
128 papers in training set
Top 3%
1.8%
11
PLOS Computational Biology
1863 papers in training set
Top 14%
1.8%
12
Mathematical Biosciences and Engineering
23 papers in training set
Top 0.5%
1.8%
13
Frontiers in Physics
21 papers in training set
Top 0.1%
1.7%
14
Heliyon
152 papers in training set
Top 4%
1.5%
15
Frontiers in Applied Mathematics and Statistics
11 papers in training set
Top 0.3%
1.4%
16
Chaos: An Interdisciplinary Journal of Nonlinear Science
17 papers in training set
Top 0.2%
1.1%
17
Journal of Biosciences
15 papers in training set
Top 0.1%
1.1%
18
Bulletin of Mathematical Biology
92 papers in training set
Top 1%
1.1%
19
Cureus
68 papers in training set
Top 3%
1.1%
20
F1000Research
88 papers in training set
Top 2%
1.1%
21
Frontiers in Artificial Intelligence
20 papers in training set
Top 0.5%
1.1%
22
Computer Methods and Programs in Biomedicine
28 papers in training set
Top 0.8%
1.1%
23
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
15 papers in training set
Top 0.2%
1.0%
24
Frontiers in Physiology
106 papers in training set
Top 2%
1.0%
25
Biology Methods and Protocols
61 papers in training set
Top 2%
0.9%
26
BMC Infectious Diseases
133 papers in training set
Top 4%
0.9%
27
PeerJ
308 papers in training set
Top 11%
0.9%
28
Epidemiology and Infection
89 papers in training set
Top 2%
0.9%
29
Journal of Clinical Medicine
97 papers in training set
Top 5%
0.6%
30
Viruses
332 papers in training set
Top 5%
0.6%