Manzhu Yu

40 papers Journal 39Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond words: evaluating large language models in transportation planning.
Geo spatial Inf. Sci.
Shaowei Ying, Zhenlong Li, Manzhu Yu
2026 J jnl
M-SGWR: Multiscale Similarity and Geographically Weighted Regression.
CoRR
Mohammad Naser Lessani, Zhenlong Li, Manzhu Yu, Helen Greatrex, Chan Shen
2026 J jnl
Nationwide Hourly Population Estimating at the Neighborhood Scale in the United States Using Stable-Attendance Anchor Calibration.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Xiao Huang, Shiyan Zhang, Shan Qiao
2025 J jnl
Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United States.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Shiyan Zhang, Shan Qiao
2025 J jnl
Lightning identification based on multiple weather radar product data.
Int. J. Digit. Earth
Mingyue Lu, Tongtong Dong, Min Chen, Manzhu Yu, Hui Liu, Caifen He, Jingke Zhang, Yongwei Mao
2025 J jnl
SIM: A mapping framework for built environment auditing based on street view imagery.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Wenpeng Yin
2024 J jnl
A Remote Sensing Spectral Index Guided Bitemporal Residual Attention Network for Wildfire Burn Severity Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mingda Wu, Qunying Huang, Tang Sui, Bo Peng, Manzhu Yu
2024 J jnl
Arctic accessibility: recent trend in observed ship tracks and validation of arctic transport accessibility model.
Ann. GIS
Weiming Hu, Guido Cervone, Luke Trusel, Manzhu Yu
2024 J jnl
Beyond Words: Evaluating Large Language Models in Transportation Planning.
CoRR
Shaowei Ying, Zhenlong Li, Manzhu Yu
2024 J jnl
Capturing and interpreting wildfire spread dynamics: attention-based spatiotemporal models using ConvLSTM networks.
Ecol. Informatics
Arif Masrur, Manzhu Yu, Alan Taylor
2024 J jnl
Deep learning for spatiotemporal forecasting in Earth system science: a review.
Int. J. Digit. Earth
Manzhu Yu, Qunying Huang, Zhenlong Li
2024 J jnl
ER-MACG: An Extreme Precipitation Forecasting Model Integrating Self-Attention Based on FY4A Satellite Data.
Remote. Sens.
Mingyue Lu, Jingke Zhang, Manzhu Yu, Hui Liu, Caifen He, Tongtong Dong, Yongwei Mao
2023 J jnl
Aerial Image Color Balancing Based on Rank-Deficient Free Network.
IEEE Access
Zongqian Zhan, Li Zheng, Minglu Wei, Manzhu Yu, Wenjie Jian
2023 J jnl
Spatiotemporal Prediction of Radar Echoes Based on ConvLSTM and Multisource Data.
Remote. Sens.
Mingyue Lu, Yuchen Li, Manzhu Yu, Qian Zhang, Yadong Zhang, Bin Liu, Menglong Wang
2022 J jnl
A high spatiotemporal resolution framework for urban temperature prediction using IoT data.
Comput. Geosci.
Jingchao Yang, Manzhu Yu, Qian Liu, Yun Li, Daniel Q. Duffy, Chaowei Yang
2022 J jnl
Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time.
Int. J. Geogr. Inf. Sci.
Arif Masrur, Manzhu Yu, Prasenjit Mitra, Donna J. Peuquet, Alan Taylor
2022 J jnl
Monitoring Lightning Location Based on Deep Learning Combined with Multisource Spatial Data.
Remote. Sens.
Mingyue Lu, Yadong Zhang, Min Chen, Manzhu Yu, Menglong Wang
2021 J jnl
Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features.
Int. J. Digit. Earth
Christopher Scheele, Manzhu Yu, Qunying Huang
2021 J jnl
PM2.5 Concentration Forecasting over the Central Area of the Yangtze River Delta Based on Deep Learning Considering the Spatial Diffusion Process.
Remote. Sens.
Mingyue Lu, Tengfei Lao, Manzhu Yu, Yadong Zhang, Jianqin Zheng, Yuchen Li
2021 J jnl
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment.
IEEE Access
Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
2021 J jnl
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment.
CoRR
Manzhu Yu, Fangcao Xu, Weiming Hu, Jian Sun, Guido Cervone
2020 J jnl
A Graph-Based Spatiotemporal Data Framework for 4D Natural Phenomena Representation and Quantification-An Example of Dust Events.
ISPRS Int. J. Geo Inf.
Manzhu Yu
2020 — conf
Image Segmentation for Dust Detection Using Semi-supervised Machine Learning.
IEEE BigData
Manzhu Yu, Julie Bessac, Ling Xu, Aryya Gangopadhyay, Yingxi Rona Shi, Jianwu Wang
2020 J jnl
Improving search ranking of geospatial data based on deep learning using user behavior data.
Comput. Geosci.
Yun Li, Yongyao Jiang, Chaowei Yang, Manzhu Yu, Lara Kamal, Edward M. Armstrong, Thomas S. Huang, David Moroni, Lewis J. McGibbney
2020 J jnl
PreciPatch: A Dictionary-based Precipitation Downscaling Method.
Remote. Sens.
Mengchao Xu, Qian Liu, Dexuan Sha, Manzhu Yu, Daniel Q. Duffy, William M. Putman, Mark Carroll, Tsengdar Lee, Chaowei Yang
2020 J jnl
Spatiotemporal event detection: a review.
Int. J. Digit. Earth
Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang
2020 J jnl
Taking the pulse of COVID-19: a spatiotemporal perspective.
Int. J. Digit. Earth
Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan, Tao Hu, Zhenlong Li, Zhiran Zhang, John Hoot Thompson, Zifu Wang, David W. S. Wong, Shiyang Ruan, Manzhu Yu, Douglas Richardson, Luyao Zhang, Ruizhi Hou, You Zhou, Cheng Zhong, Yifei Tian, Fayez Beaini, Kyla Carte, Colin Flynn, Wei Liu, Dieter Pfoser, Shuming Bao, Mei Li, Haoyuan Zhang, Chunbo Liu, Jie Jiang, Shihong Du, Liang Zhao, Mingyue Lu, Lin Li, Huan Zhou, Andrew Ding
2019 J jnl
A Twitter Data Credibility Framework - Hurricane Harvey as a Use Case.
ISPRS Int. J. Geo Inf.
Jingchao Yang, Manzhu Yu, Han Qin, Mingyue Lu, Chaowei Yang
2019 J jnl
An Assembled Detector Based on Geometrical Constraint for Power Component Recognition.
Sensors
Zheng Ji, Yifan Liao, Li Zheng, Liang Wu, Manzhu Yu, Yanjie Feng
2019 J jnl
Daytime Rainy Cloud Detection and Convective Precipitation Delineation Based on a Deep Neural Network Method Using GOES-16 ABI Images.
Remote. Sens.
Qian Liu, Yun Li, Manzhu Yu, Long Sang Chiu, Xianjun Hao, Daniel Q. Duffy, Chaowei Yang
2019 J jnl
Deep learning for real-time social media text classification for situation awareness - using Hurricanes Sandy, Harvey, and Irma as case studies.
Int. J. Digit. Earth
Manzhu Yu, Qunying Huang, Han Qin, Chris Scheele, Chaowei Yang
2019 J jnl
Non-Rigid Vehicle-Borne LiDAR-Assisted Aerotriangulation.
Remote. Sens.
Li Zheng, Yuhao Li, Meng Sun, Zheng Ji, Manzhu Yu, Qingbo Shu
2019 J jnl
Planetary Defense Mitigation Gateway: A One-Stop Gateway for Pertinent PD-Related Contents.
Data
Ishan Shams, Yun Li, Jingchao Yang, Manzhu Yu, Chaowei Yang, Myra Bambacus, Ruthan Lewis, Joseph A. Nuth, Luke Oman, Ronald Leung, Bernard D. Seery, Catherine Plesko, Kevin C. Greenaugh, Megan B. Syal
2018 J jnl
A framework for natural phenomena movement tracking - Using 4D dust simulation as an example.
Comput. Geosci.
Manzhu Yu, Chaowei Yang, Baoxuan Jin
2018 J jnl
Utilizing MapReduce to Improve Probe-Car Track Data Mining.
ISPRS Int. J. Geo Inf.
Li Zheng, Meng Sun, Yuejun Luo, Xiangbo Song, Chaowei Yang, Fei Hu, Manzhu Yu
2017 J jnl
A 3D multi-threshold, region-growing algorithm for identifying dust storm features from model simulations.
Int. J. Geogr. Inf. Sci.
Manzhu Yu, Chaowei Yang
2017 J jnl
Predicting the visualization intensity for interactive spatio-temporal visual analytics: a data-driven view-dependent approach.
Int. J. Geogr. Inf. Sci.
Jing Li, Tong Zhang, Qing Liu, Manzhu Yu
2017 J jnl
Utilizing Cloud Computing to address big geospatial data challenges.
Comput. Environ. Urban Syst.
Chaowei Yang, Manzhu Yu, Fei Hu, Yongyao Jiang, Yun Li
2016 J jnl
Registration of Long-Strip Terrestrial Laser Scanning Point Clouds Using RANSAC and Closed Constraint Adjustment.
Remote. Sens.
Li Zheng, Manzhu Yu, Mengxiao Song, Anthony Stefanidis, Zheng Ji, Chaowei Yang
2015 J jnl
Forming a global monitoring mechanism and a spatiotemporal performance model for geospatial services.
Int. J. Geogr. Inf. Sci.
Jizhe Xia, Chaowei Phil Yang, Kai Liu, Zhenglong Li, Min Sun, Manzhu Yu