Case Studies

Case Study 0: Zebra Time Budgets

Example scripts for creating individual time-budgets and gantt charts from raw video data.

Time budget notebook

Case Study 1: Grevy's Landscape of Fear

Comparing effects of herd size and habitat type on the landscape of fear for Grevy's zebras.

Statistical analysis notebook

Visualization notebook

Data — Raw time-budget summaries (per bout / per individual) for Grevy's landscape case study.

This grevystimebudgetcleaned.csv file combines the following dates/sessions published in the KABR Drone Wildlife Monitoring Dataset and KABR Worked Examples datasets: - KABR Drone Wildlife Monitoring Dataset: sourced from data/consolidated_metadata.csv, specifically the sessions on 11_01_23 , 12_01_23, and 16_01_23. - KABR Worked Examples: sourced from behavior/, specifically the sessions on 18_01_23, 20_01_23, and 21_02_23.

For both datasets, the dates are the prefixes to the relevant videos.

Case Study 2: Zebra State Transitions

Calculates the transition probabilities for zebra behaviors (Grevy's and Plains).

Behavior transitions notebook

Data on Hugging Face

Case Study 3: Mixed Species Social Interactions

Calculates the spatial overlap between different species (Grevy's zebras, plains zebras, and giraffes) and visualizes the results.

Notebook

Download data used for this case-study from the KABR worked examples dataset on Hugging Face. Use the CSV files starting with '21_01_2023_session_5' from the detections/ folder.