In today's rapidly changing world, the significance of accurate weather forecasts cannot be overstated.As society becomes more sensitive to weather, the importance of weather prediction for the protection of lives and property and continued economic growth increases . Not only is accurate weather forecasting crucial for saving lives and minimizing property damage, but it also plays a vital role in various industries, such as agriculture. Accurate weather forecasts are essential for farmers to track the best time to plant and protect their crops. Furthermore, as severe weather events become more frequent and intense due to climate change, the need for accurate forecasting becomes even more crucial. But while weather forecasting has traditionally focused on predicting the behavior of atmospheric systems, there is another emerging problem that cities around the world are facing: animals invading cities.