Seismic Footsteps: Harnessing Machine Learning to Decode Wildlife in the African Savanna

Publication

2025

Preprint

Full citation and authors

René Steinmann; Tarje Nissen‐Meyer; Fabrice Cotton; Frederik Tilmann; Beth Mortimer

René Steinmann, Tarje Nissen‐Meyer, Fabrice Cotton, Frederik Tilmann, Beth Mortimer (2025). Seismic Footsteps: Harnessing Machine Learning to Decode Wildlife in the African Savanna. https://doi.org/10.5194/egusphere-egu25-2842

Related by topic (4)

Topic matches, not cited references.

Decoding the footsteps of the African savanna: Classifying wildlife using seismic signals and machine learning
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Behaviour Classification on Giraffes (Giraffa camelopardalis) Using Machine Learning Algorithms on Triaxial Acceleration Data of Two Commonly Used GPS Devices and Its Possible Application for Their Management and Conservation
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Population structure of giraffes is affected by management in the Great Rift Valley, Kenya
PLoS ONE, 2018
Predation & calf survival
Grazing behaviour of the giraffe in Hwange National Park, Zimbabwe
African Journal of Ecology, 2012
Behaviour & cognition

Publication

Decoding the footsteps of the African savanna: Classifying wildlife using seismic signals and machine learning

Behaviour Classification on Giraffes (Giraffa camelopardalis) Using Machine Learning Algorithms on Triaxial Acceleration Data of Two Commonly Used GPS Devices and Its Possible Application for Their Management and Conservation

Population structure of giraffes is affected by management in the Great Rift Valley, Kenya

Grazing behaviour of the giraffe in Hwange National Park, Zimbabwe