University of Florida scientists are working on a new kind of forecast for South Florida, and it has nothing to do with rain. They are building an app-style tool to predict when and where Burmese pythons are most likely to show up, so trained hunters and wildlife managers are not spending all night driving levee roads for nothing. The system would lean on years of python removal records and environmental data to generate short-term probability guidance, giving crews a better shot at finding snakes efficiently. Researchers describe it as a targeted removal aid, meant to sit alongside existing tactics like eDNA surveys and radio-tracked scout snakes.
How the forecast tool would work
The project is coming out of the University of Florida’s Fort Lauderdale-based “Croc Docs” research program, a team of quantitative ecologists and field biologists that focuses on applied work in South Florida. According to the group’s site, they already partner with state and federal agencies on invasive-species monitoring and removal efforts, including pythons. The new forecasting concept would turn capture history and site conditions into practical, location-specific recommendations for trained removal teams and vetted volunteers, essentially telling them when and where the odds look best. Croc Docs
What the data shows
To get there, the team first dug into roughly two years of python-hunting records, logging more than 16,000 hours of search effort. The analysis found clear patterns in the timing and conditions that lined up with successful captures. Searches between about 8 p.m. and 2 a.m. during the wet season, May through October, performed best, with August emerging as the peak month. Odds went up even more after a drop in barometric pressure the previous day, according to reporting on the project. The Cool Down
Those details matter because Burmese pythons are not just a nuisance; they have reshaped the Everglades food web. A landmark study documented steep declines in small mammal communities after the snakes became established in Everglades National Park, tying python expansion to dramatic ecosystem changes. PNAS
Range Is Already Moving
Wildlife managers say the problem is no longer confined to the core Everglades. State data and recent coverage point to pythons steadily spreading north toward the Lake Okeechobee region, and a small but established population was identified in Charlotte County earlier this month, according to local reporting. Palm Beach Post
At the same time, Florida continues to lean on high-profile removal events to chip away at the invasion. The state recently wrapped up the annual Florida Python Challenge, a 10-day competition that this year offered $25,000 in prize money to participants who removed snakes. FWC
What This Could Mean For Hunters And Managers
If it works as intended, a model-driven forecast could turn each outing into a far more productive search instead of a gamble. There is a flip side, though: if detailed forecasts were leaked or misused, they could entice untrained people into hazardous night hunts in remote, waterlogged terrain.
Croc Docs field crews already rely on boats, airboats and radio-tracked snakes to locate and remove pythons, and reporters who have tagged along describe how airboat access and nest tracking can transform what is possible on a single shift. Miami Herald Local conservation partners keep hammering the same message to residents and visitors: report what you see, and let the professionals handle the capture. Organizations working in the region steer the public toward official reporting channels instead of do-it-yourself snake wrangling. CREW
Next Steps And Reporting
Researchers say the app is still in the design phase, with no public release date on the calendar yet, but they describe it as another data-driven option to make removals more effective in the times and places where pythons are most active. Croc Docs
If you come across a python in Florida, officials urge you to document the sighting and report it through the IVEGOT1 app or by calling the Exotic Species Hotline at 1-888-483-4681, in line with state guidance. FWC
