A Two-Species Occupancy Model with a Continuous-Time Detection Process Reveals Spatial and Temporal Interactions

• Published in: Journal of agricultural, biological, and environmental statistics Vol. 27; no. 2; pp. 321 - 338
• Main Authors: Kellner, Kenneth F., Parsons, Arielle W., Kays, Roland, Millspaugh, Joshua J., Rota, Christopher T.
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.06.2022; Springer; Springer Nature B.V
• Subjects: acoustics; Activity patterns; Agriculture; Availability; Biostatistics; Cameras; Canis latrans; data collection; Datasets; Deer; Health Sciences; Mathematics and Statistics; Medicine; Monitoring/Environmental Analysis; Odocoileus virginianus; Sensors; Species; Statistics; Statistics for Life Sciences; weather; White-tailed deer; Camera traps; Activity patterns; Point process; Occupancy; Temporal interactions

Detection/non-detection data are increasingly collected in continuous time, e.g., via camera traps or acoustic sensors. Application of occupancy modeling approaches to these datasets typically requires discretizing the dataset to detections over individual days or weeks, which precludes analysis of...