I、Research focus

GIS/RS, machine learning, natural hazards assessment

II、List of Representative Journal Publications (Peer-Reviewed)

1. Hong, H., 2024. Landslide susceptibility assessment using locally weighted learning integrated with machine learning algorithms[J]. Expert Systems with Applications., 237: 121678.

2. Hong, H., 2023. Assessing landslide susceptibility based on hybrid multilayer perceptron with ensemble learning[J]. Bulletin of Engineering Geology and the Environment., 82: 382.

3. Hong, H., 2023. Assessing landslide susceptibility using combination models[J]. Forest Ecology and Management., 545: 121288.

4. Hong, H., 2023. Assessing landslide susceptibility based on hybrid Best-first decision tree with ensemble learning model [J]. Ecological Indicators., 147: 109968.

5. Hong H, Tsangaratos P, Ilia I, Loupasakis C, Wang Y. 2020. Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping [J]. Science of the total environment, 2020, 742: 140549.

III、Social Affiliations

Editor board: 《 Geomatics, Natural Hazards and Risk》 

Scientific Editor:《Journal of Mountain Science》

Speciall issue Editor: 《Remote sensing 》