个人简历

许石罗，博士、讲师。男，1989年生，2012年获中国地质大学（武汉）工学学士学位，2018年获中国地质大学（武汉）博士学位。

研究方向

智能信息处理、遥感图像处理、GIS等。

主要承担的教学课程

本科生课程：数据库原理、数据结构

代表性学术成果

论文：

1. Daochao Zhong; Shiluo Xu^*; Cheng Wang; Xiulan Hao. GeoGNNR: a neural regression framework considering local spatial heterogeneity for landslide susceptibility assessment[C]//International Conference on Remote Sensing and Digital Earth (RSDE 2025): Vol. 14054. SPIE, 2026: 1405413.

2. Shiluo Xu,Yingxu Song^*, Xiulan Hao. A Comparative Study of Shallow Machine Learning Models and Deep Learning Models for Landslide Susceptibility Assessment Based on Imbalanced Data[J]. Forests, 2022, 13(11): 1908.

3. Shiluo Xu, and Ruiqing Niu^*. Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China. Computers & Geosciences, 2018, 111:87-96.

4. Yingxu Song^#, Ruiqing Niu^*, Shiluo Xu^#, Runqing Ye, Ling Peng, Tao Guo, Shiyao Li, and Tao Chen. Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China). ISPRS International Journal of Geo-Information, 2019, 8 (1):4.

5. Huijuan Zhang, Yingxu Song^*, Shiluo Xu, Yueshun He, Zhiwen Li, Xianyu Yu, Ye Liang, Weicheng Wu, and Yue Wang. Combining a class-weighted algorithm and machine learning models in landslide susceptibility mapping: A case study of Wanzhou section of the Three Gorges Reservoir, China. Computers & Geosciences, 2022, 158:104966.

主要科研项目

主持：

1.多视角级联神经网络遥感滑坡识别研究，湖州市自然科学基金，2023-2025.

2.数据驱动的深度磁共振图像处理和重建。（横向）

联系方式

Email：xushiluo@huznu.edu.cn