Shufa Sun

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

Xingdong Li, Mingxian Zhang, Shiyu Zhang et al. · Fire · 2022 · 41 citations · Full text

Engineering, Autonomous Systems, Forestry +16

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

Xingdong Li, Hewei Gao, Mingxian Zhang et al. · Remote Sensing · 2021 · 39 citations · Full text

Computing, Data Science, Fire Management +14

Forecasting of wind speed under wind-fire coupling scenarios by combining HS-VMD and AM-LSTM

Chuanying Lin, Xingdong Li, Junhao Sheng et al. · Ecological Informatics · 2023 · 25 citations

Natural Sciences, Earth Sciences, Meteorology +10

Predicting the Wildland Fire Spread Using a Mixed-Input CNN Model with Both Channel and Spatial Attention Mechanisms

Xingdong Li, Xinyu Wang, Shufa Sun et al. · Fire Technology · 2023 · 20 citations

Natural Resources, Forestry, Fire Management +15

Application of Geoinformatics in Forest Planning and Management

Jiani Xing, Shufa Sun, Qiuhua Huang et al. · Forests · 2024 · 12 citations · Full text

Natural Resources, Forestry, Geoinformatics +16