Manzhu Yu

Affiliate Researcher
Titles and Affiliations
Assistant Professor, Geography

In the News

Research Keywords

 These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.

Projects

Recent Publications

A quantitative method for the similarity assessment of typhoon tracks

Di, Y., Lu, M., Chen, M., Chen, Z., Ma, Z. & Yu, M., May 2022, In: Natural Hazards. 112, 1, p. 587-602 16 p.

Research output: Contribution to journalArticlepeer-review

Monitoring Lightning Location Based on Deep Learning Combined with Multisource Spatial Data

Lu, M., Zhang, Y., Chen, M., Yu, M. & Wang, M., May 1 2022, In: Remote Sensing. 14, 9, 2200.

Research output: Contribution to journalArticlepeer-review

Investigating Linkages Between Spatiotemporal Patterns of the COVID-19 Delta Variant and Public Health Interventions in Southeast Asia: Prospective Space-Time Scan Statistical Analysis Method

Luo, W., Liu, Z., Zhou, Y., Zhao, Y., Li, Y. E., Masrur, A. & Yu, M., Aug 1 2022, In: JMIR Public Health and Surveillance. 8, 8, e35840.

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. & Taylor, A., 2022, In: International Journal of Geographical Information Science. 36, 4, p. 692-719 28 p.

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

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

Aerial Image Color Balancing Based on Rank-Deficient Free Network

Zhan, Z., Zheng, L., Wei, M., Yu, M. & Jian, W., 2021, (Accepted/In press) In: IEEE Access.

Research output: Contribution to journalArticlepeer-review

Improving search ranking of geospatial data based on deep learning using user behavior data

Li, Y., Jiang, Y., Yang, C., Yu, M., Kamal, L., Armstrong, E. M., Huang, T., Moroni, D. & McGibbney, L. J., Sep 2020, In: Computers and Geosciences. 142, 104520.

Research output: Contribution to journalArticlepeer-review

Space-time patterns, change, and propagation of covid-19 risk relative to the intervention scenarios in bangladesh

Masrur, A., Yu, M., Luo, W. & Dewan, A., Aug 2 2020, In: International journal of environmental research and public health. 17, 16, p. 1-22 22 p., 5911.

Research output: Contribution to journalArticlepeer-review

PreciPatch: A dictionary-based precipitation downscaling method

Xu, M., Liu, Q., Sha, D., Yu, M., Duffy, D. Q., Putman, W. M., Carroll, M., Lee, T. & Yang, C., Mar 1 2020, In: Remote Sensing. 12, 6, 1030.

Research output: Contribution to journalArticlepeer-review