Spatial analysis of rabies using ArcGIS Pro tools

Background and Aim. In line with the One Health concept, which recognizes the interconnectedness of human, animal, and ecosystem health, the global burden of rabies remains relevant given the current increase in zoonotic and vector borne diseases. For successful rabies control, monitoring the changing patterns of infection spread is vital. This paper is devoted to the spatial analysis of the spread of rabies among animals in Kazakhstan. Materials and Methods. The Spatial Autocorrelation (Moran’s I) and Anselin Local Moran’s I statistics of the Geoprocessing tool in ArcGIS Pro were used. Results. Several types of spatial distribution were noted: clusters in the northeast, south, and west of the country; sparse type in the border areas of the north and northwest; and random distribution in the central and southwestern regions. High-Low Outliers indicating sporadic outbreaks of rabies caused by the migration of infected animals, as well as Low-High Outliers indicating the containment of the epizootic due to preventive measures or natural barriers were also revealed. Conclusion. The study highlights the need to strengthen control over the spread of rabies, implement measures to prevent the migration of infected animals, and optimize vaccination and monitoring programs. The use of spatial analysis methods allows us to identify epidemiological patterns and develop effective strategies to combat the disease in regions with different risk levels.

Authors

Institutions

Publication Details

Journal
HERALD OF SCIENCE OF S SEIFULLIN KAZAKH AGRO TECHNICAL RESEARCH UNIVERSITY Veterinary sciences
Published
2025-06-27
DOI
https://doi.org/10.51452/kazatuvc.2025.2(010).1964
Primary Topic
Rabies epidemiology and control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatial analysis of rabies using ArcGIS Pro tools

Gulzhan Yessembekova, Sarsenbay K. Abdrakhmanov, Gulmira Murzakayeva, Anar M. Kabzhanova et al.
HERALD OF SCIENCE OF S SEIFULLIN KAZAKH AGRO TECHNICAL RESEARCH UNIVERSITY Veterinary sciences
Rabies epidemiology and control
article

Spatial analysis of rabies using ArcGIS Pro tools

Gulzhan Yessembekova, Sarsenbay K. Abdrakhmanov, Gulmira Murzakayeva, Anar M. Kabzhanova, Temirlan Bakishev, Zh.S. Bakisheva
article en

Abstract

Background and Aim. In line with the One Health concept, which recognizes the interconnectedness of human, animal, and ecosystem health, the global burden of rabies remains relevant given the current increase in zoonotic and vector borne diseases. For successful rabies control, monitoring the changing patterns of infection spread is vital. This paper is devoted to the spatial analysis of the spread of rabies among animals in Kazakhstan. Materials and Methods. The Spatial Autocorrelation (Moran’s I) and Anselin Local Moran’s I statistics of the Geoprocessing tool in ArcGIS Pro were used. Results. Several types of spatial distribution were noted: clusters in the northeast, south, and west of the country; sparse type in the border areas of the north and northwest; and random distribution in the central and southwestern regions. High-Low Outliers indicating sporadic outbreaks of rabies caused by the migration of infected animals, as well as Low-High Outliers indicating the containment of the epizootic due to preventive measures or natural barriers were also revealed. Conclusion. The study highlights the need to strengthen control over the spread of rabies, implement measures to prevent the migration of infected animals, and optimize vaccination and monitoring programs. The use of spatial analysis methods allows us to identify epidemiological patterns and develop effective strategies to combat the disease in regions with different risk levels.

HERALD OF SCIENCE OF S SEIFULLIN KAZAKH AGRO TECHNICAL RESEARCH UNIVERSITY Veterinary sciences(2(010))
S.Seifullin Kazakh Agro Technical University (KZ)
Openalex Percentile: Top 84%
Rabies epidemiology and control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Spatial analysis of rabies using ArcGIS Pro tools — Gulzhan Yessembekova, Sarsenbay K. Abdrakhmanov, et al. · HERALD OF SCIENCE OF S SEIFULLIN KAZAKH AGRO TECHNICAL RESEARCH UNIVERSITY Veterinary sciences (2025) | TGRS Research Map | TGRS