Hello, my name is Tianxin Lu and I have started my PhD at the Risk Group, Institute of Earth Sciences, UNIL. I obtained my master’s degree in Earth and Space Sciences at Southern University of Science and Technology (SUSTech), where I also completed my bachelor’s degree in Computer Science and Technology. My previous research involved long-term optical slope monitoring and laboratory landslide experiments, and I have experience in machine learning and deep learning.
During the PhD, I will continue studying geological hazard processes while advancing terrain surface data reconstruction for improved monitoring and modeling accuracy.
Publications:
[1] Lu, T., Han, P., Gong, W., Li, S., Mo, S., Hu, K., … & Li, R. (2024). Slope Surface Deformation Monitoring Based on Close-Range Photogrammetry: Laboratory Insights and Field Applications. Remote Sensing, 16(23), 4380. [2] Zeng, Z., Lu, T., Han, P., Zhang, D., Yang, X. H., Shi, Y., … & Ji, H. (2022). Microseismic data denoising in the sychrosqueezed domain by integrating the wavelet coefficient thresholding and pixel connectivity. Geophysical Journal International, 232(2), 1113-1128.Projects:
- Research on landslide disaster monitoring and early warning system based on interdisciplinary
approaches. (Natural Science Foundation of Shenzhen City, Guangdong, China 2021)