Forming a global monitoring mechanism and a spatiotemporal performance model for geospatial services. - Jizhe Xia; Chaowei Phil Yang; Kai Liu 017; Zhenglong Li 002; Min Sun 002; Manzhu Yu (Int. J. Geogr. Inf. Sci., 2015)

Registration of Long-Strip Terrestrial Laser Scanning Point Clouds Using RANSAC and Closed Constraint Adjustment. - Li Zheng 004; Manzhu Yu; Mengxiao Song; Anthony Stefanidis; Zheng Ji; Chaowei Yang (Remote. Sens., 2016)

Predicting the visualization intensity for interactive spatio-temporal visual analytics: a data-driven view-dependent approach. - Jing Li 029; Tong Zhang 009; Qing Liu; Manzhu Yu (Int. J. Geogr. Inf. Sci., 2017)

A 3D multi-threshold, region-growing algorithm for identifying dust storm features from model simulations. - Manzhu Yu; Chaowei Yang (Int. J. Geogr. Inf. Sci., 2017)

Utilizing Cloud Computing to address big geospatial data challenges. - Chaowei Yang; Manzhu Yu; Fei Hu 003; Yongyao Jiang; Yun Li 005 (Comput. Environ. Urban Syst., 2017)

A framework for natural phenomena movement tracking - Using 4D dust simulation as an example. - Manzhu Yu; Chaowei Yang; Baoxuan Jin (Comput. Geosci., 2018)

Utilizing MapReduce to Improve Probe-Car Track Data Mining. - Li Zheng 004; Meng Sun; Yuejun Luo; Xiangbo Song; Chaowei Yang; Fei Hu 003; Manzhu Yu (ISPRS Int. J. Geo Inf., 2018)

Planetary Defense Mitigation Gateway: A One-Stop Gateway for Pertinent PD-Related Contents. - Ishan Shams; Yun Li 005; Jingchao Yang; Manzhu Yu; Chaowei Yang; Myra Bambacus; Ruthan Lewis; Joseph A. Nuth; Luke Oman; Ronald Leung; Bernard D. Seery; Catherine Plesko; et al. (Data, 2019)

Deep learning for real-time social media text classification for situation awareness - using Hurricanes Sandy, Harvey, and Irma as case studies. - Manzhu Yu; Qunying Huang; Han Qin; Chris Scheele; Chaowei Yang (Int. J. Digit. Earth, 2019)

A Twitter Data Credibility Framework - Hurricane Harvey as a Use Case. - Jingchao Yang; Manzhu Yu; Han Qin; Mingyue Lu; Chaowei Yang (ISPRS Int. J. Geo Inf., 2019)

Daytime Rainy Cloud Detection and Convective Precipitation Delineation Based on a Deep Neural Network Method Using GOES-16 ABI Images. - Qian Liu 011; Yun Li 005; Manzhu Yu; Long Sang Chiu; Xianjun Hao; Daniel Q. Duffy; Chaowei Yang (Remote. Sens., 2019)

Non-Rigid Vehicle-Borne LiDAR-Assisted Aerotriangulation. - Li Zheng 004; Yuhao Li; Meng Sun; Zheng Ji; Manzhu Yu; Qingbo Shu (Remote. Sens., 2019)

An Assembled Detector Based on Geometrical Constraint for Power Component Recognition. - Zheng Ji; Yifan Liao; Li Zheng 004; Liang Wu; Manzhu Yu; Yanjie Feng (Sensors, 2019)

Image Segmentation for Dust Detection Using Semi-supervised Machine Learning. - Manzhu Yu; Julie Bessac; Ling Xu; Aryya Gangopadhyay; Yingxi Rona Shi; Jianwu Wang 001 (IEEE BigData, 2020)

Taking the pulse of COVID-19: a spatiotemporal perspective. - Chaowei Yang; Dexuan Sha; Qian Liu 011; Yun Li 005; Hai Lan 001; Weihe Wendy Guan; Tao Hu 004; Zhenlong Li; Zhiran Zhang; John Hoot Thompson; Zifu Wang; David W. S. Wong; et al. (Int. J. Digit. Earth, 2020)

Spatiotemporal event detection: a review. - Manzhu Yu; Myra Bambacus; Guido Cervone; Keith C. Clarke; Daniel Q. Duffy; Qunying Huang; Jing Li 029; Wenwen Li 002; Zhenlong Li; Qian Liu 011; Bernd Resch; Jingchao Yang; et al. (Int. J. Digit. Earth, 2020)

Improving search ranking of geospatial data based on deep learning using user behavior data. - Yun Li 005; Yongyao Jiang; Chaowei Yang; Manzhu Yu; Lara Kamal; Edward M. Armstrong; Thomas S. Huang; David Moroni; Lewis J. McGibbney (Comput. Geosci., 2020)

A Graph-Based Spatiotemporal Data Framework for 4D Natural Phenomena Representation and Quantification-An Example of Dust Events. - Manzhu Yu (ISPRS Int. J. Geo Inf., 2020)

PreciPatch: A Dictionary-based Precipitation Downscaling Method. - Mengchao Xu; Qian Liu 011; Dexuan Sha; Manzhu Yu; Daniel Q. Duffy; William M. Putman; Mark Carroll; Tsengdar Lee; Chaowei Yang (Remote. Sens., 2020)

Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment. - Manzhu Yu; Fangcao Xu; Weiming Hu; Jian Sun 027; Guido Cervone (IEEE Access, 2021)

Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features. - Christopher Scheele; Manzhu Yu; Qunying Huang (Int. J. Digit. Earth, 2021)

PM2.5 Concentration Forecasting over the Central Area of the Yangtze River Delta Based on Deep Learning Considering the Spatial Diffusion Process. - Mingyue Lu; Tengfei Lao; Manzhu Yu; Yadong Zhang; Jianqin Zheng; Yuchen Li (Remote. Sens., 2021)

A high spatiotemporal resolution framework for urban temperature prediction using IoT data. - Jingchao Yang; Manzhu Yu; Qian Liu 011; Yun Li 005; Daniel Q. Duffy; Chaowei Yang (Comput. Geosci., 2022)

Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time. - Arif Masrur; Manzhu Yu; Prasenjit Mitra; Donna J. Peuquet; Alan Taylor (Int. J. Geogr. Inf. Sci., 2022)

Monitoring Lightning Location Based on Deep Learning Combined with Multisource Spatial Data. - Mingyue Lu; Yadong Zhang; Min Chen 008; Manzhu Yu; Menglong Wang (Remote. Sens., 2022)

Aerial Image Color Balancing Based on Rank-Deficient Free Network. - Zongqian Zhan; Li Zheng 004; Minglu Wei; Manzhu Yu; Wenjie Jian (IEEE Access, 2023)

Spatiotemporal Prediction of Radar Echoes Based on ConvLSTM and Multisource Data. - Mingyue Lu; Yuchen Li; Manzhu Yu; Qian Zhang; Yadong Zhang; Bin Liu; Menglong Wang (Remote. Sens., 2023)

Beyond Words: Evaluating Large Language Models in Transportation Planning. - Shaowei Ying; Zhenlong Li; Manzhu Yu (CoRR, 2024)

Capturing and interpreting wildfire spread dynamics: attention-based spatiotemporal models using ConvLSTM networks. - Arif Masrur; Manzhu Yu; Alan Taylor (Ecol. Informatics, 2024)

ER-MACG: An Extreme Precipitation Forecasting Model Integrating Self-Attention Based on FY4A Satellite Data. - Mingyue Lu; Jingke Zhang; Manzhu Yu; Hui Liu; Caifen He; Tongtong Dong; Yongwei Mao (Remote. Sens., 2024)

A Remote Sensing Spectral Index Guided Bitemporal Residual Attention Network for Wildfire Burn Severity Mapping. - Mingda Wu; Qunying Huang; Tang Sui; Bo Peng; Manzhu Yu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Arctic accessibility: recent trend in observed ship tracks and validation of arctic transport accessibility model. - Weiming Hu; Guido Cervone; Luke Trusel; Manzhu Yu (Ann. GIS, 2024)

Deep learning for spatiotemporal forecasting in Earth system science: a review. - Manzhu Yu; Qunying Huang; Zhenlong Li (Int. J. Digit. Earth, 2024)

Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United States. - Huan Ning; Zhenlong Li; Manzhu Yu; Shiyan Zhang; Shan Qiao (CoRR, 2025)

SIM: A mapping framework for built environment auditing based on street view imagery. - Huan Ning; Zhenlong Li; Manzhu Yu; Wenpeng Yin 001 (CoRR, 2025)