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Manzhu Yu
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Year
Big data in natural disaster management: a review
M Yu, C Yang, Y Li
Geosciences 8 (5), 165, 2018
4042018
Utilizing cloud computing to address big geospatial data challenges
C Yang, M Yu, F Hu, Y Jiang, Y Li
Computers, environment and urban systems 61, 120-128, 2017
2362017
Deep learning for real-time social media text classification for situation awareness–using Hurricanes Sandy, Harvey, and Irma as case studies
M Yu, Q Huang, H Qin, C Scheele, C Yang
Social Sensing and Big Data Computing for Disaster Management, 33-50, 2020
1322020
Taking the pulse of COVID-19: A spatiotemporal perspective
C Yang, D Sha, Q Liu, Y Li, H Lan, WW Guan, T Hu, Z Li, Z Zhang, ...
International journal of digital earth 13 (10), 1186-1211, 2020
1212020
Spatiotemporal impacts of COVID-19 on air pollution in California, USA
Q Liu, JT Harris, LS Chiu, D Sun, PR Houser, M Yu, DQ Duffy, MM Little, ...
Science of the Total Environment 750, 141592, 2021
1202021
Spatial cloud computing: a practical approach
C Yang, Q Huang
CRC Press, 2013
1032013
Spatiotemporal event detection: A review
M Yu, M Bambacus, G Cervone, K Clarke, D Duffy, Q Huang, J Li, W Li, ...
International Journal of Digital Earth 13 (12), 1339-1365, 2020
932020
Space-time patterns, change, and propagation of COVID-19 risk relative to the intervention scenarios in Bangladesh
A Masrur, M Yu, W Luo, A Dewan
International journal of environmental research and public health 17 (16), 5911, 2020
802020
Big Earth data analytics: A survey
C Yang, M Yu, Y Li, F Hu, Y Jiang, Q Liu, D Sha, M Xu, J Gu
Big Earth Data 3 (2), 83-107, 2019
742019
Enabling big geoscience data analytics with a cloud-based, MapReduce-enabled and service-oriented workflow framework
Z Li, C Yang, B Jin, M Yu, K Liu, M Sun, M Zhan
PloS one 10 (3), e0116781, 2015
742015
A service brokering and recommendation mechanism for better selecting cloud services
Z Gui, C Yang, J Xia, Q Huang, K Liu, Z Li, M Yu, M Sun, N Zhou, B Jin
PloS one 9 (8), e105297, 2014
662014
A twitter data credibility framework—Hurricane Harvey as a use case
J Yang, M Yu, H Qin, M Lu, C Yang
ISPRS International Journal of Geo-Information 8 (3), 111, 2019
632019
Big data and cloud computing
Y Li, M Yu, M Xu, J Yang, D Sha, Q Liu, C Yang
Manual of digital earth, 325-355, 2020
412020
Contemporary computing technologies for processing big spatiotemporal data
C Yang, M Sun, K Liu, Q Huang, Z Li, Z Gui, Y Jiang, J Xia, M Yu, C Xu, ...
Space-Time Integration in Geography and GIScience: Research Frontiers in the …, 2015
392015
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment
M Yu, F Xu, W Hu, J Sun, G Cervone
IEEE Access 9, 2021
372021
Predicting hourly PM2. 5 concentrations in wildfire-prone areas using a SpatioTemporal Transformer model
M Yu, A Masrur, C Blaszczak-Boxe
Science of The Total Environment 860, 160446, 2023
292023
Daytime rainy cloud detection and convective precipitation delineation based on a deep neural Network method using GOES-16 ABI images
Q Liu, Y Li, M Yu, LS Chiu, X Hao, DQ Duffy, C Yang
Remote Sensing 11 (21), 2555, 2019
272019
Leveraging LSTM for rapid intensifications prediction of tropical cyclones
Y Li, R Yang, C Yang, M Yu, F Hu, Y Jiang
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2017
232017
Deep learning-based downscaling of tropospheric nitrogen dioxide using ground-level and satellite observations
M Yu, Q Liu
Science of the Total Environment 773, 145145, 2021
202021
A cloud-based framework for large-scale log mining through apache spark and elasticsearch
Y Li, Y Jiang, J Gu, M Lu, M Yu, EM Armstrong, T Huang, D Moroni, ...
Applied Sciences 9 (6), 1114, 2019
202019
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