Mingxian Zhang

Simulating Forest Fire Spread with Cellular Automation Driven by a LSTM Based Speed Model

Long Sun, Shufa Sun, Tongxin Hu, 2022, Fire.

Prediction of Forest Fire Spread Rate Using UAV Images and an LSTM Model Considering the Interaction between Fire and Wind

Long Sun, Shiyu Zhang, Shufa Sun, 2021, Remote. Sens..

Predicting the Continuous Spatiotemporal State of Ground Fire Based on the Expended LSTM Model with Self-Attention Mechanisms

Shufa Sun, Xingdong Li, Mingxian Zhang, 2023, Fire.

Predicting the rate of forest fire spread toward any directions based on a CNN model considering the correlations of input variables

Long Sun, Shufa Sun, Xingdong Li, 2022, Journal of Forest Research.