Projects per year
Personal profile
Research interests
Dr. Rui Liu has over-15-year research experience (five years in Australia and about 10 years in China) in conducting leading-edge geoscience, machine learning, deep learning, etc, on ecological assessment, flood risk evaluation and water resource management under extreme climates. His internationally recognized achievements and outstanding performance can be best verified by his key roles in several international projects (> AUD 100.0 M), such as The Sustainable Development Investment Portfolio (SDIP), The Australian Coal Industry's Research Program (ACARP), The Living Murray (TLM), and over 7 Chinese projects (>￥7.0 M), as well as over 30 highly cited international publications. His multiple tools are used by global professional councils. He has also been invited to present at international conferences and reviewers for international top journals.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Plant Community Type (PCT) Mapping to inform the Greater Cumbung Water Management Plan
HIGGISSON, W., LIU, R. & Tschierchke, A.
17/06/24 → 28/02/25
Project: Research
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Integrating Entropy-Based Naïve Bayes and GIS for Spatial Evaluation of Flood Hazard
Liu, R., Chen, Y., Wu, J., Gao, L., Barrett, D., Xu, T., Li, X., Li, L., Huang, C. & Yu, J., Apr 2017, In: Risk Analysis. 37, 4, p. 756-773 18 p.Research output: Contribution to journal › Article › peer-review
48 Citations (Scopus) -
A Weighted k-Nearest-Neighbors-Based Spatial Framework of Flood Inundation Risk for Coastal Tourism—A Case Study in Zhejiang, China
Liu, S., Tan, N. & Liu, R., Nov 2023, In: ISPRS International Journal of Geo-Information. 12, 11, p. 1-18 18 p., 463.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Downloads (Pure) -
A spatial improved-knn-based flood inundation risk framework for urban tourism under two rainfall scenarios
Liu, S., Liu, R. & Tan, N., 1 Mar 2021, In: Sustainability (Switzerland). 13, 5, p. 1-19 19 p., 2859.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)28 Downloads (Pure) -
Mapping spatial accessibility of public transportation network in an urban area – A case study of Shanghai Hongqiao Transportation Hub
Liu, R., Chen, Y., Wu, J., Xu, T., Gao, L. & Zhao, X., Mar 2018, In: Transportation Research Part D: Transport and Environment. 59, p. 478-495 18 p.Research output: Contribution to journal › Article › peer-review
47 Citations (Scopus) -
Enhanced Super-Resolution Mapping of Urban Floods Based on the Fusion of Support Vector Machine and General Regression Neural Network
Li, L., Chen, Y., Xu, T., Shi, K., Huang, C., Liu, R., Lu, B. & Meng, L., Aug 2019, In: IEEE Geoscience and Remote Sensing Letters. 16, 8, p. 1269-1273 5 p., 8636408.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus)