Xin Yang
Email: xin.yang268@outlook.com
I am a Ph.D. student at Nanjing Normal University
Research interests
Geographic Information Science, Spatial prediction, Landslide susceptibility mapping, Machine learning, GeoAI, and Remote sensing
Education
- 2022-present, Ph.D. student, GIS, NNU
- 2019-2022, M.S., Earth Exploration and Information Techniques, CDUT
- 2015-2019, B.S., Space Science and Technology, CDUT
Selected Journal Papers (* Corresponding author)
- Liu, R., Li, G.*, Wei, L., Xu, Y., Gou, X., Luo, S., & Yang, X. 2022. Spatial prediction of groundwater potentiality using machine learning methods with Grey Wolf and Sparrow Search Algorithms. Journal of Hydrology, 610, 127977.
- Liu, R., Yang, X.*, Xu, C., Wei, L., & Zeng, X. 2022. Comparative study of convolutional neural network and conventional machine learning methods for landslide susceptibility mapping. Remote Sensing, 14(2), 321.
- Yang, X., Liu, R.*, Yang, M., Chen, J., Liu, T., Yang, Y., … & Wang, Y. 2021. Incorporating landslide spatial information and correlated features among conditioning factors for landslide susceptibility mapping. Remote Sensing, 13(11), 2166.
- Chen, J., Liu, R.*, Yang, X., Yang M., Yang, Y. 2022. Water information extraction based on improved Otsu and morphology. Remote Sensing Information. 37(01):101-109.(in Chinese).
- Liu, R., Li, L.*, Pirasteh, S., Lai, Z., Yang, X., & Shahabi, H. 2021. The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery. Arabian Journal of Geosciences, 14, 1-15.
- Liu, R., Li, L.*, Yang, X., Yang, Y., Yang M. 2021. Landslide Susceptibility Mappping Based on Factor Strong Correlation Analysis Method. Earth and Environment, 49(02):198-206.(in Chinese).