# RtFPS: An Interactive Map that Visualizes and Predicts Wildfires in the US

arXiv: https://arxiv.org/abs/2105.10880 · HTML: https://mlsanity.com/paper/2105.10880/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 31 references that are in the map.
- First posted on arXiv 23 May 2021.

## Abstract (arXiv)

Climate change has largely impacted our daily lives. As one of its consequences, we are experiencing more wildfires. In the year 2020, wildfires burned a record number of 8,888,297 acres in the US. To awaken people's attention to climate change, and to visualize the current risk of wildfires, We developed RtFPS, "Real-Time Fire Prediction System". It provides a real-time prediction visualization of wildfire risk at specific locations base on a Machine Learning model. It also provides interactive map features that show the historical wildfire events with environmental info.