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Contrasting precipitation-associated suitability and future range shifts of Hyalomma anatolicum and Hyalomma dromedarii in Sindh, Pakistan

This study utilizes precipitation-driven models to reveal that while the tick species *Hyalomma anatolicum* faces a projected range contraction in Sindh, Pakistan under future climate scenarios, *Hyalomma dromedarii* is expected to expand its suitable habitat, providing critical data for One Health surveillance and targeted tick monitoring.

Original authors: Mansoor Hussain, Haroon Ahmed, Benjamin Cull

Published 2026-09-13
📖 4 min read☕ Coffee break read

Original authors: Mansoor Hussain, Haroon Ahmed, Benjamin Cull

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Ticks are more than just annoying pests that hitch a ride on animals; they are tiny, eight-legged vectors that can carry dangerous diseases, moving pathogens from one host to another. In the hot, dry landscapes of South Asia, two specific types of ticks, Hyalomma anatolicum and Hyalomma dromedarii, are particularly common on livestock. While both species thrive in similar regions, they are not identical twins; they have different preferences for their environment and feed on different animals. As the global climate shifts, scientists need to understand how these changes will alter where these ticks can survive. If a tick species moves into a new area, it brings its associated diseases with it, potentially exposing new populations of animals and people to health risks. To manage this, researchers must predict not just where ticks are now, but where they might go next, and whether different species will react to the changing weather in the same way.

In the province of Sindh, Pakistan, a team of researchers set out to map the future of these two tick species by looking at one specific environmental factor: rain. They collected ticks from horses, donkeys, and mules across the region, gathering data from 140 confirmed locations over a year. Instead of trying to model every possible weather variable, they focused on how the amount of annual rainfall influenced where each tick species could be found. They used computer models to test how well different combinations of weather data could predict the presence of these ticks, carefully checking their work by dividing the data into separate groups to ensure their maps were accurate and not just lucky guesses. The goal was to see if the two species would respond similarly to future changes in rainfall or if they would move in opposite directions.

The researchers found that the two tick species react to rain in completely opposite ways. For Hyalomma anatolicum, which is often found on cattle and buffaloes, the likelihood of finding the tick drops as the amount of rain increases. In contrast, Hyalomma dromedarii, which is frequently associated with camels, becomes much more likely to be found as rainfall increases, up to a certain point where its numbers level off. This difference is crucial because it means that a single prediction about "ticks" in the future would be misleading. The study showed that a model using only rainfall data was actually better at predicting where these ticks are found than models that tried to include temperature and elevation. The temperature differences across the study area were too small to provide a clear pattern, but the variation in rainfall was strong enough to clearly separate the habitats of the two species.

When the team projected these patterns into the future using three different climate scenarios, the results showed a clear divergence. As rainfall is expected to increase in Sindh over the coming decades, the area where Hyalomma anatolicum can survive is predicted to shrink. The models suggest its suitable habitat could decrease by anywhere from 13.8% to 22.8% depending on the specific climate scenario. Conversely, the area suitable for Hyalomma dromedarii is expected to grow, expanding by between 9.2% and 15.9%. This means that while one species is being pushed out of parts of its current range, the other is moving into new territory. The maps show that the northern parts of Sindh, which are currently suitable for H. anatolicum, may become less hospitable, while the southern and central regions, which are already good for H. dromedarii, will likely become even more suitable for them.

The study also highlighted that while all three climate models agreed on the direction of this change—shrinking for one species and expanding for the other—they did not always agree on exactly how much the change would be or precisely where the new boundaries would fall. This uncertainty is normal in climate science, but the consistent direction of the shift gives researchers confidence in the overall trend. The findings suggest that public health officials and veterinarians should not treat all ticks the same way. Surveillance efforts need to be tailored to the specific species: monitoring for H. anatolicum might need to focus on areas where it is currently strong but could soon decline, while tracking H. dromedarii will require attention to the expanding southern zones. By understanding these specific, contrasting responses to rainfall, authorities can better prepare for the shifting landscape of tick-borne diseases in the region.

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