Spatial distribution patterns of plague hosts: point pattern analysis of the burrows of great gerbils in Kazakhstan

Wilschut, Liesbeth I, Laudisoit, Anne, Hughes, Nelika K, Addink, Elisabeth A, de Jong, Steven M, Heesterbeek, Hans AP, Reijniers, Jonas, Eagle, Sally, Dubyanskiy, Vladimir M and Begon, Mike ORCID: 0000-0003-1715-5327
(2015) Spatial distribution patterns of plague hosts: point pattern analysis of the burrows of great gerbils in Kazakhstan. JOURNAL OF BIOGEOGRAPHY, 42 (7). pp. 1281-1292.

[img] Text
2015 Wilschut et al.pdf - Unspecified

Download (585kB)


<h4>Aim</h4>The spatial structure of a population can strongly influence the dynamics of infectious diseases, yet rarely is the underlying structure quantified. A case in point is plague, an infectious zoonotic disease caused by the bacterium <i>Yersinia pestis</i>. Plague dynamics within the Central Asian desert plague focus have been extensively modelled in recent years, but always with strong uniformity assumptions about the distribution of its primary reservoir host, the great gerbil (<i>Rhombomys opimus</i>). Yet, while clustering of this species' burrows due to social or ecological processes could have potentially significant effects on model outcomes, there is currently nothing known about the spatial distribution of inhabited burrows. Here, we address this knowledge gap by describing key aspects of the spatial patterns of great gerbil burrows in Kazakhstan.<h4>Location</h4>Kazakhstan.<h4>Methods</h4>Burrows were classified as either occupied or empty in 98 squares of four different sizes: 200 m (side length), 250 m, 500 m and 590-1020 m. We used Ripley's <i>K</i> statistic to determine whether and at what scale there was clustering of occupied burrows, and semi-variograms to quantify spatial patterns in occupied burrows at scales of 250 m to 9 km.<h4>Results</h4>Significant spatial clustering of occupied burrows occurred in 25% and 75% of squares of 500 m and 590-1020 m, respectively, but not in smaller squares. In clustered squares, the clustering criterion peaked around 250 m. Semi-variograms showed that burrow density was auto-correlated up to a distance of 7 km and occupied density up to 2.5 km.<h4>Main conclusions</h4>These results demonstrate that there is statistically significant spatial clustering of occupied burrows and that the uniformity assumptions of previous plague models should be reconsidered to assess its significance for plague transmission. This field evidence will allow for more realistic approaches to disease ecology models for both this system and for other structured host populations.

Item Type: Article
Uncontrolled Keywords: Bubonic plague, clustering, desert, GIS, infectious disease, landscape epidemiology, Rhombomys opimus, rodents, spatial point pattern analysis, Yersinia pestis
Depositing User: Symplectic Admin
Date Deposited: 15 Jul 2015 09:45
Last Modified: 16 Dec 2022 10:24
DOI: 10.1111/jbi.12534
Related URLs: