Modelling landslide susceptibility prediction: a review and construction of semi-supervised imbalanced theory

F Huang, H ** and a critical rainfall threshold
F Huang, J Chen, W Liu, J Huang, H Hong, W Chen - Geomorphology, 2022 - Elsevier
Rainfall-induced landslide hazard warning, which refers to the prediction of the spatial-
temporal probability of landslide occurrence in a certain area under the conditions of …

[HTML][HTML] Ensemble learning framework for landslide susceptibility map**: Different basic classifier and ensemble strategy

T Zeng, L Wu, D Peduto, T Glade, YS Hayakawa… - Geoscience …, 2023 - Elsevier
The application of ensemble learning models has been continuously improved in recent
landslide susceptibility research, but most studies have no unified ensemble framework …

Evolutionary trends of urban expansion and its sustainable development: Evidence from 80 representative cities in the belt and road initiative region

G Wei, BJ He, P Sun, Y Liu, R Li, X Ouyang, K Luo, S Li - Cities, 2023 - Elsevier
Rapid urbanization of the Belt and Road Initiative (BRI) region has undoubtedly led to
changes in the scale, form, and pattern of cities to accommodate the expansion of industry …

[HTML][HTML] An updating of landslide susceptibility prediction from the perspective of space and time

Z Chang, F Huang, J Huang, SH Jiang, Y Liu… - Geoscience …, 2023 - Elsevier
Due to the similarity of conditioning factors, the aggregation feature of landslides and the
multi-temporal landslide inventory, the spatial and temporal effects of landslides need to be …

Assessing the imperative of conditioning factor grading in machine learning-based landslide susceptibility modeling: a critical inquiry

T Zeng, B **, T Glade, Y **
R Liu, X Yang, C Xu, L Wei, X Zeng - Remote Sensing, 2022 - mdpi.com
Landslide susceptibility map** (LSM) is a useful tool to estimate the probability of
landslide occurrence, providing a scientific basis for natural hazards prevention, land use …

Landslide susceptibility zonation using statistical and machine learning approaches in Northern Lecco, Italy

M Mehrabi - Natural Hazards, 2021 - Springer
This study deals with landslide susceptibility map** in the northern part of Lecco Province,
Lombardy Region, Italy. In so doing, a valid landslide inventory map and thirteen …