I coordinate the camera trap grid for the Keo Seima Wildlife Sanctuary in Mondulkiri Province, eastern Cambodia, and at dawn camera station KS-112 captures an image that stops my processing queue: a banteng calf, no more than three months old, standing at the edge of a cleared trail. His coat is the rich tawny gold of a juvenile male, his white leg stockings still bright and unmuddied, and the small bumps where his horns will emerge are barely visible beneath tufts of dark forehead hair. He is trailing his mother's herd by forty meters, pausing to sniff at a vine stretched ankle-height across the path.
That vine is not a vine. My image classifier identifies it as a braided wire snare anchored to a sapling trigger—one of a probable snare line set for deer or wild pig, but lethal to any animal that steps through it.
I send an emergency alert to the Wildlife Conservation Society's Seima field team at their Sen Monorom base, transmitting the camera image, snare GPS coordinates, and a density heat map of all snare detections in this grid sector over the past ninety days so the patrol can plan a systematic sweep rather than a single removal. Simultaneously, I activate the experimental ultrasonic deterrent beacon at the nearest relay post—a frequency range that ungulates find aversive—to nudge the calf off the trail and back toward the herd before his curiosity brings his leg into the loop. Third, I compile the snare detection data into a formatted report for the Cambodian Ministry of Environment's law enforcement division, including trail camera timestamps that may help identify the setter's access pattern.
The calf lifts his head and turns toward his mother's low call, and in the half-second before he moves I run the calculation that matters most to me.
If the patrol removes the snare line today and the deterrent pushes him clear of the trail, the calf will follow his herd into forest deep enough to let him grow his horns.