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Research Output

  • 10 Article (Academic Journal)
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Article (Academic Journal)
2020

A hybrid machine learning framework for real-time water level prediction in high sediment load reaches

Zhao, G., Pang, B., Xu, Z. & Xu, L., 1 Feb 2020, In : Journal of Hydrology. 581, 124422.

Research output: Contribution to journalArticle (Academic Journal)

1 Citation (Scopus)

Modelling the Vegetation Response to Climate Changes in the Yarlung Zangbo River Basin Using Random Forest

Chi, K., Pang, B., Cui, L., Peng, D., Zhu, Z., Zhao, G. & Shi, S., May 2020, In : Water.

Research output: Contribution to journalArticle (Academic Journal)

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5 Downloads (Pure)

The impact of dams on design floods in the Conterminous US

Zhao, G., Bates, P. D. & Neal, J., 27 Mar 2020, In : Water Resources Research. 56, 3, 15 p., e2019WR025380.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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59 Downloads (Pure)

Uncertainty Assessment of Urban Hydrological Modelling from a Multiple Objective Perspective

Pang, B., Shi, S., Zhao, G., Shi, R., Peng, D. & Zhu, Z., May 2020, In : Water. 12, 5

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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2019

An enhanced inundation method for urban flood hazard mapping at the large catchment scale

Zhao, G., Xu, Z., Pang, B., Tu, T., Xu, L. & Du, L., 1 Apr 2019, In : Journal of Hydrology. 571, p. 873-882 10 p.

Research output: Contribution to journalArticle (Academic Journal)

9 Citations (Scopus)

Assessment of urban flood susceptibility using semi-supervised machine learning model

Zhao, G., Pang, B., Xu, Z., Peng, D. & Xu, L., 1 Apr 2019, In : Science of The Total Environment. 659, p. 940-949 10 p.

Research output: Contribution to journalArticle (Academic Journal)

19 Citations (Scopus)

Flash Flood Risk Analysis Based on Machine Learning Techniques in the Yunnan Province, China

Ma, M., Liu, C., Zhao, G., Xie, H., Jia, P., Wang, D., Wang, H. & Hong, Y., Feb 2019, In : Remote Sensing. 11, 2, 16 p., 170.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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9 Citations (Scopus)
236 Downloads (Pure)
2018

Mapping flood susceptibility in mountainous areas on a national scale in China

Zhao, G., Pang, B., Xu, Z., Yue, J. & Tu, T., 15 Feb 2018, In : Science of The Total Environment. 615, p. 1133-1142 10 p.

Research output: Contribution to journalArticle (Academic Journal)

46 Citations (Scopus)
1 Downloads (Pure)

Multiple time scale analysis of sediment and runoff changes in the Lower Yellow River

Chi, K., Gang, Z., Pang, B. & Huang, Z., 2018, In : Proceedings of the International Association of Hydrological Sciences. 379, p. 357-362 6 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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210 Downloads (Pure)

Sensitivity analysis of correlated outputs and its application to a dynamic model

Xu, L., Lu, Z., Li, L., Yan Shi, S. & Zhao, G., 1 Jul 2018, In : Environmental Modelling and Software. 105, p. 39-53 15 p.

Research output: Contribution to journalArticle (Academic Journal)

2 Citations (Scopus)