Peatlands are a type of wetlands which are among the most valuable ecosystems on Earth. They are critical for preserving global biodiversity, provide safe drinking water, minimize flood risk and help address climate change. When fire is set or even when peatlands are drying, it releases all the CO2 into atmosphere. Sometimes human set fire intentionally to burn the peatlands to expand farming lands. AI can help to predict when peatlands are drying or set on fire collecting sensor data such as soil moisture level, CO2 emission in the air, increase in temperature and then analyzing these data to predict the situation such as drought, fire etc.