Manzhu Yu

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IEE Research Themes
Affiliate Researcher
Titles and Affiliations
Assistant Professor, Geography

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Recent Publications

A quantitative method for the similarity assessment of typhoon tracks

Di, Y., Lu, M., Chen, M., Chen, Z., Ma, Z. & Yu, M., 2022, (Accepted/In press) In: Natural Hazards.

Research output: Contribution to journalArticlepeer-review

A high spatiotemporal resolution framework for urban temperature prediction using IoT data

Yang, J., Yu, M., Liu, Q., Li, Y., Duffy, D. Q. & Yang, C., Feb 2022, In: Computers and Geosciences. 159, 104991.

Research output: Contribution to journalArticlepeer-review

Spatiotemporal impacts of COVID-19 on air pollution in California, USA

Liu, Q., Harris, J. T., Chiu, L. S., Sun, D., Houser, P. R., Yu, M., Duffy, D. Q., Little, M. M. & Yang, C., Jan 1 2021, In: Science of the Total Environment. 750, 141592.

Research output: Contribution to journalArticlepeer-review

Lightning Strike Location Identification Based on 3D Weather Radar Data

Lu, M., Zhang, Y., Ma, Z., Yu, M., Chen, M., Zheng, J. & Wang, M., Aug 4 2021, In: Frontiers in Environmental Science. 9, 714067.

Research output: Contribution to journalArticlepeer-review

Pm2.5 concentration forecasting over the central area of the yangtze river delta based on deep learning considering the spatial diffusion process

Lu, M., Lao, T., Yu, M., Zhang, Y., Zheng, J. & Li, Y., Dec 1 2021, In: Remote Sensing. 13, 23, 4834.

Research output: Contribution to journalArticlepeer-review

Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time

Masrur, A., Yu, M., Mitra, P., Peuquet, D. J. & Taylor, A., 2021, (Accepted/In press) In: International Journal of Geographical Information Science.

Research output: Contribution to journalArticlepeer-review

Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features

Scheele, C., Yu, M. & Huang, Q., 2021, In: International Journal of Digital Earth. 14, 11, p. 1721-1743 23 p.

Research output: Contribution to journalArticlepeer-review

Deep learning-based downscaling of tropospheric nitrogen dioxide using ground-level and satellite observations

Yu, M. & Liu, Q., Jun 15 2021, In: Science of the Total Environment. 773, 145145.

Research output: Contribution to journalArticlepeer-review

Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment

Yu, M., Xu, F., Hu, W., Sun, J. & Cervone, G., 2021, In: IEEE Access. 9, p. 137406-137418 13 p.

Research output: Contribution to journalArticlepeer-review