Human footprint and rainfall shape Masai giraffe's habitat suitability and connectivity in a multiple‐use landscape
DOI: 10.1002/ecs2.4933Read our scientific commentaryResearch by
Amos C. Muthiuru, Ramiro D. Crego, Jemimah A. Simbauni, Philip Muruthi, Grace Waiguchu, Fredrick Lala, James Millington, E. W. Kairu
Links aerial giraffe occurrence records to spatially validated habitat-suitability models and derives potential connections between protected and community-managed habitats.
Study summary
A giraffe's route between national parks may depend on a livestock ranch. In the Tsavo–Mkomazi landscape spanning Kenya and Tanzania, community ranches occupy land between major protected areas. Those spaces could help keep giraffe habitat connected, even where most suitable habitat lies inside park boundaries.
Amos Muthiuru and colleagues combined a June 2021 aerial survey with satellite-based information about rainfall, vegetation, terrain and human modification of the landscape. They used 1,208 occupied map cells to model where Masai giraffes were likely to find suitable habitat. They then treated less suitable land as harder to cross and calculated possible connections between seven major habitat areas, including routes through community ranches.
Human modification was the strongest predictor of suitability, followed by rainfall. About 17% of the habitat classified as suitable lay outside protected areas, mainly on community ranches. The connectivity models highlighted ranchland connections and Tsavo West's position between other major habitat blocks. These were predicted routes built from dry-season presence data, not journeys confirmed by tracking individual giraffes. Their value is to identify places where maintaining usable land could keep protected populations connected. A park can contain good habitat while still depending on decisions made beyond its boundary.
Summary by The Last Giraffe
Publication details
Study facts
- Method
- Random-forest occurrence modeling with pseudo-absences and spatial block validation, followed by resistance-based connectivity modeling.
- Location
- Tsavo–Mkomazi landscape, southern Kenya and northern Tanzania, approximately 49,000 km².
- Species
- Masai giraffe (Giraffa tippelskirchi), as identified by the authors.
- Sample
- 1,288 aerial sightings reduced to 1,208 occupied 250 × 250 m grid cells; these are occurrence records, not an individual cohort.
- Period
- Giraffe presence records from a seven-day aerial census in June 2021; environmental layers have source-specific periods.
Full citation
Amos C. Muthiuru, Ramiro D. Crego, Jemimah A. Simbauni, Philip Muruthi, Grace Waiguchu, Fredrick Lala, James Millington, E. W. Kairu (2024). Human footprint and rainfall shape Masai giraffe's habitat suitability and connectivity in a multiple‐use landscape. Ecosphere. https://doi.org/10.1002/ecs2.4933
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