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Zhen-Hong Du · SciRah

Researcher profile · Semantic Scholar

Zhen-Hong Du

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Zhen-Hong Du — researcher profile on SciRah

h-index: 30
Works: 124
Citations: 2,802

Most-cited papers

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity
Zhen-Hong Du, Zhongyi Wang, Sen-Sen Wu, Feng Zhang +1 more
2020International Journal of Geographical Information Science181 citations
Semantic Scholar
Red tide time series forecasting by combining ARIMA and deep belief network
Mengjiao Qin, Zhihang Li, Zhen-Hong Du
2017Knowledge-Based Systems178 citations
Semantic Scholar
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets
Chu-Yi Wu, Feng Zhang, J. Xia, Yichen Xu +4 more
2021Remote Sensing132 citations Open access
Semantic Scholar
Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships
Sen-Sen Wu, Zhongyi Wang, Zhen-Hong Du, Bo Huang +2 more
2020International Journal of Geographical Information Science113 citations
Semantic Scholar
Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives
Yan-Sheng Li, Bo Dang, Yongjun Zhang, Zhen-Hong Du
2022Isprs Journal of Photogrammetry and Remote Sensing109 citations
Semantic Scholar
Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting
Ling Chen, Jiahui Xu, Bin-Qing Wu, Yun-Tao Qian +3 more
2021ACM Transactions on Knowledge Discovery from Data84 citations Open access
Semantic Scholar
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data
Xiaoyi Zhang, Wen-Wen Li, Feng Zhang, Renyi Liu +1 more
2018ISPRS Int. J. Geo Inf.74 citations Open access
Semantic Scholar
Spatiotemporal mapping and assessment of daily ground NO2 concentrations in China using high-resolution TROPOMI retrievals.
Sen-Sen Wu, Bo Huang, Jionghua Wang, Li-Jie He +6 more
2021Environmental Pollution73 citations
Semantic Scholar
Variation in Concentration and Sources of Black Carbon in a Megacity of China During the COVID‐19 Pandemic
Liang Xu, Jian Zhang, Xin Sun, Shengchen Xu +11 more
2020Geophysical Research Letters72 citations Open access
Semantic Scholar
Double cropping and cropland expansion boost grain production in Brazil
Jia-Lu Xu, Jing Gao, H. V. de Holanda, Luis F. Rodríguez +10 more
2021Nature Food71 citations
Semantic Scholar
Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms
Yadong Li, S. Mavromatis, Feng Zhang, Zhen-Hong Du +4 more
2021IEEE Transactions on Geoscience and Remote Sensing65 citations
Semantic Scholar
Forecasting PM2.5 using hybrid graph convolution-based model considering dynamic wind-field to offer the benefit of spatial interpretability.
Hongye Zhou, Feng Zhang, Zhen-Hong Du, Renyi Liu
2021Environmental Pollution61 citations
Semantic Scholar
A Spatially Weighted Neural Network Based Water Quality Assessment Method for Large-Scale Coastal Areas.
Zhen-Hong Du, Jin Qi, Sen-Sen Wu, Feng Zhang +1 more
2021Environmental Science and Technology61 citations
Semantic Scholar
RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images
Linshu Hu, Mengjiao Qin, Feng Zhang, Zhen-Hong Du +1 more
2020Remote Sensing61 citations Open access
Semantic Scholar
A neural network framework for fine-grained tropical cyclone intensity prediction
Zhe Zhang, Xuying Yang, Ling-Fei Shi, Bingbing Wang +3 more
2022Knowledge-Based Systems53 citations
Semantic Scholar
Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid
Z. Dai, Sen-Sen Wu, Yuanyuan Wang, Hongye Zhou +3 more
2022International Journal of Geographical Information Science52 citations
Semantic Scholar
Multistep-ahead forecasting of chlorophyll a using a wavelet nonlinear autoregressive network
Zhen-Hong Du, Mengjiao Qin, Feng Zhang, Renyi Liu
2018Knowledge-Based Systems50 citations
Semantic Scholar
A deep learning crop model for adaptive yield estimation in large areas
Yilin Zhu, Sen-Sen Wu, Mengjiao Qin, Zhiyi Fu +3 more
2022International Journal of Applied Earth Observation and Geoinformation48 citations Open access
Semantic Scholar
Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement
Mengjiao Qin, S. Mavromatis, Linshu Hu, Feng Zhang +3 more
2020Remote Sensing48 citations Open access
Semantic Scholar
Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas
Zhen-Hong Du, Sen-Sen Wu, Feng Zhang, Renyi Liu +1 more
2018Ecological Informatics45 citations
Semantic Scholar
Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model
Sen-Sen Wu, Jin Qi, Zhen Yan, Fangzheng Lyu +3 more
2022International Journal of Applied Earth Observation and Geoinformation43 citations Open access
Semantic Scholar
A multi‐modal transportation data‐driven approach to identify urban functional zones: An exploration based on Hangzhou City, China
Zhen-Hong Du, Xiaoyi Zhang, Wen-Wen Li, Feng Zhang +1 more
2019Trans. GIS42 citations
Semantic Scholar
A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression
Minggao Liang, Laifu Zhang, Sen-Sen Wu, Yilin Zhu +5 more
2023Remote Sensing41 citations Open access
Semantic Scholar
A theory-guided graph networks based PM2.5 forecasting method.
Hongye Zhou, Feng Zhang, Zhen-Hong Du, Renyi Liu
2021Environmental Pollution39 citations
Semantic Scholar
Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training
Fa-Nen Meng, Sen-Sen Wu, Yadong Li, Zhe Zhang +3 more
2024IEEE Transactions on Geoscience and Remote Sensing38 citations
Semantic Scholar
Deep-Learning-Based Approach for Prediction of Algal Blooms
Feng Zhang, Yuanyuan Wang, Min-Jie Cao, Xiaoxia Sun +3 more
201638 citations Open access
Semantic Scholar
Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance
Feng Zhang, Xiao-Xiao Sun, Yan Zhou, Congjiao Zhao +2 more
2017Environmental Modelling & Software36 citations
Semantic Scholar
Estimating spatial and temporal variation in ocean surface pCO2 in the Gulf of Mexico using remote sensing and machine learning techniques.
Zhiyi Fu, Linshu Hu, Zhende Chen, Feng Zhang +4 more
2020Science of the Total Environment35 citations Open access
Semantic Scholar
Modeling spatially anisotropic nonstationary processes in coastal environments based on a directional geographically neural network weighted regression.
Sen-Sen Wu, Zhen-Hong Du, Yuanyuan Wang, Tao Lin +2 more
2019Science of the Total Environment30 citations
Semantic Scholar
Integrating Cellular Automata with the Deep Belief Network for Simulating Urban Growth
Ye Zhou, Feng Zhang, Zhen-Hong Du, Xinyue Ye +1 more
201730 citations Open access
Semantic Scholar
Real-Time Spatial Queries for Moving Objects Using Storm Topology
Feng Zhang, Ye Zheng, Dengping Xu, Zhen-Hong Du +3 more
2016ISPRS Int. J. Geo Inf.30 citations Open access
Semantic Scholar
Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach
Jun-Jun Yin, Yizhao Gao, Zhen-Hong Du, Shao-Wen Wang
2016ISPRS Int. J. Geo Inf.29 citations Open access
Semantic Scholar
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance
Yadong Li, Zhen-Hong Du, Sen-Sen Wu, Yuanyuan Wang +3 more
2021Isprs Journal of Photogrammetry and Remote Sensing28 citations
Semantic Scholar
Identifying Damaged Buildings in Aerial Images Using the Object Detection Method
Ling-Fei Shi, Feng Zhang, J. Xia, Ji-Bo Xie +3 more
2021Remote Sensing28 citations Open access
Semantic Scholar
GSAM: A deep neural network model for extracting computational representations of Chinese addresses fused with geospatial feature
Liu-Chang Xu, Zhen-Hong Du, Rui-Chen Mao, Feng Zhang +1 more
2020Computers, Environment and Urban Systems28 citations
Semantic Scholar
A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data
Mengjiao Qin, Zhen-Hong Du, Feng Zhang, Renyi Liu
2019Information Sciences27 citations
Semantic Scholar
A Graph Memory Neural Network for Sea Surface Temperature Prediction
Shuchen Liang, Anming Zhao, Mengjiao Qin, Linshu Hu +3 more
2023Remote Sensing26 citations Open access
Semantic Scholar
A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting
Xuying Yang, Feng Zhang, Peng Sun, Xiaofang Li +2 more
2022Applied Soft Computing26 citations Open access
Semantic Scholar
Satellite-Based Global Sea Surface Oxygen Mapping and Interpretation with Spatiotemporal Machine Learning.
Jian Shao, Sheng Huang, Yi-Jun Chen, Jin Qi +4 more
2023Environmental Science and Technology25 citations
Semantic Scholar
EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification
Shu-Yu Zhang, Chuan-Rong Li, S. Qiu, Caixia Gao +3 more
2019Remote Sensing25 citations Open access
Semantic Scholar
Risk assessment and spatial regulation on urban ground collapse based on geo-detector: a case study of Hangzhou urban area
Xiaoyi Zhang, Yichen Ruan, Wei-Hao Xuan, H. Bao +1 more
2023Natural Hazards23 citations
Semantic Scholar
A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China
Zhen-Hong Du, Sen-Sen Wu, Mei-Po Kwan, Chuan-Rong Zhang +2 more
2018International Journal of Geographical Information Science23 citations
Semantic Scholar
An Effective High-Performance Multiway Spatial Join Algorithm with Spark
Zhen-Hong Du, Xianwei Zhao, Xinyue Ye, Jingwei Zhou +2 more
2017ISPRS Int. J. Geo Inf.21 citations Open access
Semantic Scholar
Time-Series Forecasting of Chlorophyll-a in Coastal Areas Using LSTM, GRU and Attention-Based RNN Models
S.-S. Wu, Zhen-Hong Du, F. Zhang, Y. Zhou +1 more
2023Journal of Environmental Informatics19 citations Open access
Semantic Scholar
A spatiotemporally weighted intelligent method for exploring fine-scale distributions of surface dissolved silicate in coastal seas.
Jin Qi, Zhen-Hong Du, Sen-Sen Wu, Yi-Jun Chen +1 more
2023Science of the Total Environment19 citations
Semantic Scholar
A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model
Chao Wang, Fangzheng Lyu, Sen-Sen Wu, Yuanyuan Wang +5 more
2022Trans. GIS17 citations
Semantic Scholar
Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method
Mengjiao Qin, Linshu Hu, Zhen-Hong Du, Yi Gao +3 more
2020Remote Sensing17 citations Open access
Semantic Scholar
Deep Learning‐Based Seasonal Forecast of Sea Ice Considering Atmospheric Conditions
Yilin Zhu, Mengjiao Qin, Pan-Xi Dai, Sen-Sen Wu +5 more
2023Journal of Geophysical Research - Atmospheres15 citations Open access
Semantic Scholar
A generalized spatial autoregressive neural network method for three-dimensional spatial interpolation
Jun-Da Zhan, Sen-Sen Wu, Jin Qi, Jindi Zeng +3 more
2023Geoscientific Model Development15 citations Open access
Semantic Scholar
A neural network with spatiotemporal encoding module for tropical cyclone intensity estimation from infrared satellite image
Zhe Zhang, Xuying Yang, Xin Wang, Bingbing Wang +2 more
2022Knowledge-Based Systems15 citations
Semantic Scholar

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