| Flood susceptibility mapping by integrating frequency ratio and index of entropy with multilayer perceptron and classification and regression tree Y Wang, Z Fang, H Hong, R Costache, X Tang Journal of Environmental Management 289, 112449, 2021 | 94 | 2021 |
| A spatial assessment of urban waterlogging risk based on a Weighted Naïve Bayes classifier X Tang, Y Shu, Y Lian, Y Zhao, Y Fu Science of the total environment 630, 264-274, 2018 | 92 | 2018 |
| Flood susceptibility assessment based on a novel random Naïve Bayes method: A comparison between different factor discretization methods X Tang, J Li, M Liu, W Liu, H Hong Catena 190, 104536, 2020 | 86 | 2020 |
| Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples X Tang, H Hong, Y Shu, H Tang, J Li, W Liu Journal of Hydrology 576, 583-595, 2019 | 77 | 2019 |
| A novel optimized repeatedly random undersampling for selecting negative samples: A case study in an SVM-based forest fire susceptibility assessment X Tang, T Machimura, J Li, W Liu, H Hong Journal of Environmental Management 271, 111014, 2020 | 48 | 2020 |
| A novel index to evaluate discretization methods: A case study of flood susceptibility assessment based on random forest X Tang, T Machimura, W Liu, J Li, H Hong Geoscience Frontiers 12 (6), 101253, 2021 | 23 | 2021 |
| A method to increase the number of positive samples for machine learning-based urban waterlogging susceptibility assessments X Tang, J Li, W Liu, H Yu, F Wang Stochastic Environmental Research and Risk Assessment, 1-18, 2021 | 14 | 2021 |
| An optimized weighted Naïve Bayes method for flood risk assessment X Tang, Y Shu, W Liu, J Li, M Liu, H Yu Risk analysis 41 (12), 2301-2321, 2021 | 12 | 2021 |
| A high‐efficiency global model of optimization design of impervious surfaces for alleviating urban waterlogging in urban renewal H Yu, Y Zhao, T Xu, J Li, X Tang, F Wang, Y Fu Transactions in GIS 25 (4), 1716-1740, 2021 | 11 | 2021 |
| Evaluating seasonal wildfire susceptibility and wildfire threats to local ecosystems in the largest forested area of China X Tang, T Machimura, J Li, H Yu, W Liu Earth's Future 10 (5), e2021EF002199, 2022 | 10 | 2022 |
| Exploring effective ways to increase reliable positive samples for machine learning-based urban waterlogging susceptibility assessments X Tang, Z Wu, W Liu, J Tian, L Liu Journal of Environmental Management 344, 118682, 2023 | 5 | 2023 |
| Identifying driving factors of basin ecosystem service value based on local bivariate spatial correlation patterns X Ding, Y Shu, X Tang, J Ma Land 11 (10), 1852, 2022 | 5 | 2022 |
| A spatiotemporal framework for the joint risk assessments of urban flood and urban heat island X Tang, X Huang, J Tian, Y Jiang, X Ding, W Liu International Journal of Applied Earth Observation and Geoinformation 127 …, 2024 | 1 | 2024 |
| A novel framework for the spatiotemporal assessment of urban flood vulnerability X Tang, X Huang, J Tian, S Pan, X Ding, Q Zhou, C Sun Sustainable Cities and Society, 105523, 2024 | | 2024 |
