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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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-review