Zhenhong Du

According to our database, Zhenhong Du authored at least 73 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Using PySpark to accelerate batch data point rotation for paleogeographic reconstruction.

Shuyan Xu, Linshu Hu, Haipeng Li, Mengjiao Qin, Sensen Wu, Zhenhong Du

Int. J. Digit. Earth, December, 2024

A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan.

Jiale Ding, Wenying Cen, Sensen Wu, Yijun Chen, Jin Qi, Bo Huang, Zhenhong Du

Int. J. Geogr. Inf. Sci., July, 2024

GSA-SiamNet: A Siamese Network with Gradient-Based Spatial Attention for Pan-Sharpening of Multi-Spectral Images.

Yi Gao, Mengjiao Qin, Sensen Wu, Feng Zhang, Zhenhong Du

Remote. Sens., February, 2024

A Downscaling Framework for Urban Nighttime Light Based on Multifactor Geographically Neural Network Weighted Regression.

Laifu Zhang, Sensen Wu, Minggao Liang, Haoyu Jing, Shuting Shi, Yilin Zhu, Yang Ye, Sheng Huang, Fanen Meng, Zhenhong Du

IEEE Trans. Geosci. Remote. Sens., 2024

Causality-Guided Stepwise Intervention and Reweighting for Remote Sensing Image Semantic Segmentation.

Shuting Shi, Baohong Li, Laifu Zhang, Kun Kuang, Sensen Wu, Tian Feng, Yiming Yan, Zhenhong Du

IEEE Trans. Geosci. Remote. Sens., 2024

Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training.

Fanen Meng, Sensen Wu, Yadong Li, Zhe Zhang, Tian Feng, Renyi Liu, Zhenhong Du

IEEE Trans. Geosci. Remote. Sens., 2024

A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution.

Fanen Meng, Yijun Chen, Haoyu Jing, Laifu Zhang, Yiming Yan, Yingchao Ren, Sensen Wu, Tian Feng, Renyi Liu, Zhenhong Du

IEEE Trans. Geosci. Remote. Sens., 2024

Aggregative and Contrastive Dual-View Graph Attention Network for Hyperspectral Image Classification.

Haoyu Jing, Sensen Wu, Laifu Zhang, Fanen Meng, Tian Feng, Yiming Yan, Yuanyuan Wang, Zhenhong Du

IEEE Trans. Geosci. Remote. Sens., 2024

ENSO Forecasts With Spatiotemporal Fusion Transformer Network.

Anming Zhao, Mengjiao Qin, Sensen Wu, Renyi Liu, Zhenhong Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Arctic Sea Ice Concentration Prediction Using Spatial Attention Deep Learning.

Haoqi Gu, Lianchong Zhang, Mengjiao Qin, Sensen Wu, Zhenhong Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing.

Qingming Lin, Rui Hu, Huaxia Li, Sensen Wu, Yadong Li, Kai Fang, Hailin Feng, Zhenhong Du, Liuchang Xu

CoRR, 2024

ControlCity: A Multimodal Diffusion Model Based Approach for Accurate Geospatial Data Generation and Urban Morphology Analysis.

Fangshuo Zhou, Huaxia Li, Rui Hu, Sensen Wu, Hailin Feng, Zhenhong Du, Liuchang Xu

CoRR, 2024

Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study.

Liuchang Xu, Shuo Zhao, Qingming Lin, Luyao Chen, Qianqian Luo, Sensen Wu, Xinyue Ye, Hailin Feng, Zhenhong Du

CoRR, 2024

Mitigating Interpretation Bias in Rock Records with Large Language Models: Insights from Paleoenvironmental Analysis.

Luoqi Wang, Haipeng Li, Linshu Hu, Jiarui Cai, Zhenhong Du

CoRR, 2024

LOGCAN++: Local-global class-aware network for semantic segmentation of remote sensing images.

Xiaowen Ma, Rongrong Lian, Zhenkai Wu, Hongbo Guo, Mengting Ma, Sensen Wu, Zhenhong Du, Siyang Song, Wei Zhang

CoRR, 2024

Enhancing mineral prospectivity mapping with geospatial artificial intelligence: A geographically neural network-weighted logistic regression approach.

Luoqi Wang, Jie Yang, Sensen Wu, Linshu Hu, Yunzhao Ge, Zhenhong Du

Int. J. Appl. Earth Obs. Geoinformation, 2024

Spatiotemporal weighted neural network reveals surface seawater pCO2 distributions and underlying environmental mechanisms in the North Pacific Ocean.

Yi Liu, Yijun Chen, Zihang Huang, Haoxuan Liang, Jin Qi, Sensen Wu, Zhenhong Du

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing-Tianjin-Hebei Region Based on TROPOMI Data.

Chunhui Liu, Sensen Wu, Zhen Dai, Yuanyuan Wang, Zhenhong Du, Xingyu Liu, Chunxia Qiu

Remote. Sens., August, 2023

A Graph Memory Neural Network for Sea Surface Temperature Prediction.

Shuchen Liang, Anming Zhao, Mengjiao Qin, Linshu Hu, Sensen Wu, Zhenhong Du, Renyi Liu

Remote. Sens., July, 2023

A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression.

Minggao Liang, Laifu Zhang, Sensen Wu, Yilin Zhu, Zhen Dai, Yuanyuan Wang, Jin Qi, Yijun Chen, Zhenhong Du

Remote. Sens., April, 2023

2022

A Dynamic Pyramid Tilling Method for Traffic Data Stream Based on Flink.

Linshu Hu, Feng Zhang, Mengjiao Qin, Zhiyi Fu, Zhende Chen, Zhenhong Du, Renyi Liu

IEEE Trans. Intell. Transp. Syst., 2022

Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms.

Yadong Li, Sébastien Mavromatis, Feng Zhang, Zhenhong Du, Jean Sequeira, Zhongyi Wang, Xianwei Zhao, Renyi Liu

IEEE Trans. Geosci. Remote. Sens., 2022

A deep trajectory clustering method based on sequence-to-sequence autoencoder model.

Chao Wang, Fangzheng Lyu, Sensen Wu, Yuanyuan Wang, Liuchang Xu, Feng Zhang, Shaowen Wang, Yongheng Wang, Zhenhong Du

Trans. GIS, 2022

Machine Learning in Extreme Value Analysis, an Approach to Detecting Harmful Algal Blooms with Long-Term Multisource Satellite Data.

Weiwen Ye, Feng Zhang, Zhenhong Du

Remote. Sens., 2022

Hyperspectral Image Classification with a Multiscale Fusion-Evolution Graph Convolutional Network Based on a Feature-Spatial Attention Mechanism.

Haoyu Jing, Yuanyuan Wang, Zhenhong Du, Feng Zhang

Remote. Sens., 2022

A neural network with spatiotemporal encoding module for tropical cyclone intensity estimation from infrared satellite image.

Zhe Zhang, Xuying Yang, Xin Wang, Bingbing Wang, Chao Wang, Zhenhong Du

Knowl. Based Syst., 2022

A neural network framework for fine-grained tropical cyclone intensity prediction.

Zhe Zhang, Xuying Yang, Lingfei Shi, Bingbing Wang, Zhenhong Du, Feng Zhang, Renyi Liu

Knowl. Based Syst., 2022

House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China.

Zimo Wang, Yicheng Wang, Sensen Wu, Zhenhong Du

ISPRS Int. J. Geo Inf., 2022

Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid.

Zhen Dai, Sensen Wu, Yuanyuan Wang, Hongye Zhou, Feng Zhang, Bo Huang, Zhenhong Du

Int. J. Geogr. Inf. Sci., 2022

A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting.

Xuying Yang, Feng Zhang, Peng Sun, Xiaofan Li, Zhenhong Du, Renyi Liu

Appl. Soft Comput., 2022

A deep learning crop model for adaptive yield estimation in large areas.

Yilin Zhu, Sensen Wu, Mengjiao Qin, Zhiyi Fu, Yi Gao, Yuanyuan Wang, Zhenhong Du

Int. J. Appl. Earth Obs. Geoinformation, 2022

Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model.

Sensen Wu, Jin Qi, Zhen Yan, Fangzheng Lyu, Tao Lin, Yuanyuan Wang, Zhenhong Du

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Multi-Task Collaboration Deep Learning Framework for Infrared Precipitation Estimation.

Xuying Yang, Peng Sun, Feng Zhang, Zhenhong Du, Renyi Liu

Remote. Sens., 2021

Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets.

Chuyi Wu, Feng Zhang, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu

Remote. Sens., 2021

Identifying Damaged Buildings in Aerial Images Using the Object Detection Method.

Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du, Renyi Liu

Remote. Sens., 2021

RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images.

Linshu Hu, Mengjiao Qin, Feng Zhang, Zhenhong Du, Renyi Liu

Remote. Sens., 2021

Automated Characterization of Yardangs Using Deep Convolutional Neural Networks.

Bowen Gao, Ninghua Chen, Thomas Blaschke, Chase Q. Wu, Jianyu Chen, Yaochen Xu, Xiaoping Yang, Zhenhong Du

Remote. Sens., 2021

Sea Surface Salinity Estimation and Spatial-Temporal Heterogeneity Analysis in the Gulf of Mexico.

Zhiyi Fu, Fangfang Wu, Zhengliang Zhang, Linshu Hu, Feng Zhang, Bifeng Hu, Zhenhong Du, Zhou Shi, Renyi Liu

Remote. Sens., 2021

Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression.

Yijun Chen, Sensen Wu, Yuanyuan Wang, Feng Zhang, Renyi Liu, Zhenhong Du

Remote. Sens., 2021

Improving Geographically Weighted Regression Considering Directional Nonstationary for Ground-Level PM2.5 Estimation.

Weihao Xuan, Feng Zhang, Hongye Zhou, Zhenhong Du, Renyi Liu

ISPRS Int. J. Geo Inf., 2021

Using Geographically Weighted Regression to Study the Seasonal Influence of Potential Risk Factors on the Incidence of HFMD on the Chinese Mainland.

Jingtao Sun, Sensen Wu, Zhen Yan, Yadong Li, Cheng Yan, Feng Zhang, Renyi Liu, Zhenhong Du

ISPRS Int. J. Geo Inf., 2021

Deep Understanding of Urban Dynamics from Imprint Urban Toponymic Data Using a Spatial-Temporal-Semantic Analysis Approach.

Yurong Chen, Feng Zhang, Xinba Li, Chuanrong Zhang, Ninghua Chen, Zhenhong Du, Renyi Liu, Bo Wang

ISPRS Int. J. Geo Inf., 2021

Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships.

Sensen Wu, Zhongyi Wang, Zhenhong Du, Bo Huang, Feng Zhang, Renyi Liu

Int. J. Geogr. Inf. Sci., 2021

Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting.

Ling Chen, Jiahui Xu, Binqing Wu, Yuntao Qian, Zhenhong Du, Yansheng Li, Yongjun Zhang

CoRR, 2021

Simulating City Expansion Using a CA Urban Growth Model, Through a Case Study of Nairobi, Kenya.

Lingfei Shi, Feng Zhang, Zhenhong Du

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

GSAM: A deep neural network model for extracting computational representations of Chinese addresses fused with geospatial feature.

Liuchang Xu, Zhenhong Du, Ruichen Mao, Feng Zhang, Renyi Liu

Comput. Environ. Urban Syst., 2020

STME: An effective method for discovering spatiotemporal multi-type clusters containing events with different densities.

Chao Wang, Zhenhong Du, Yuhua Gu, Feng Zhang, Renyi Liu

Trans. GIS, 2020

A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China.

Zhenhong Du, Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu

Trans. GIS, 2020

EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification.

Shuyu Zhang, Chuanrong Li, Shi Qiu, Caixia Gao, Feng Zhang, Zhenhong Du, Renyi Liu

Remote. Sens., 2020

A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data.

Weiwen Ye, Feng Zhang, Xianqiang He, Yan Bai, Renyi Liu, Zhenhong Du

Remote. Sens., 2020

Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement.

Mengjiao Qin, Sébastien Mavromatis, Linshu Hu, Feng Zhang, Renyi Liu, Jean Sequeira, Zhenhong Du

Remote. Sens., 2020

Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method.

Mengjiao Qin, Linshu Hu, Zhenhong Du, Yi Gao, Lianjie Qin, Feng Zhang, Renyi Liu

Remote. Sens., 2020

An Unsupervised Urban Extent Extraction Method from NPP-VIIRS Nighttime Light Data.

Xiuxiu Chen, Feng Zhang, Zhenhong Du, Renyi Liu

Remote. Sens., 2020

Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale.

Yiming Yan, Yuanyuan Wang, Zhenhong Du, Feng Zhang, Renyi Liu, Xinyue Ye

ISPRS Int. J. Geo Inf., 2020

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity.

Zhenhong Du, Zhongyi Wang, Sensen Wu, Feng Zhang, Renyi Liu

Int. J. Geogr. Inf. Sci., 2020

2019

A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data.

Mengjiao Qin, Zhenhong Du, Feng Zhang, Renyi Liu

Inf. Sci., 2019

Spatial and temporal processes visualization for marine environmental data using particle system.

Feng Zhang, Ruichen Mao, Zhenhong Du, Renyi Liu

Comput. Geosci., 2019

A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux.

Weiwen Ye, Feng Zhang, Yan Bai, Zhenhong Du, Renyi Liu

Environ. Model. Softw., 2019

2018

Multistep-ahead forecasting of chlorophyll <i>a</i> using a wavelet nonlinear autoregressive network.

Zhenhong Du, Mengjiao Qin, Feng Zhang, Renyi Liu

Knowl. Based Syst., 2018

Vector Spatial Big Data Storage and Optimized Query Based on the Multi-Level Hilbert Grid Index in HBase.

Hua Jiang, Junfeng Kang, Zhenhong Du, Feng Zhang, Xiangzhi Huang, Renyi Liu, Xuanting Zhang

Inf., 2018

Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data.

Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu, Zhenhong Du

ISPRS Int. J. Geo Inf., 2018

A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China.

Zhenhong Du, Sensen Wu, Mei-Po Kwan, Chuanrong Zhang, Feng Zhang, Renyi Liu

Int. J. Geogr. Inf. Sci., 2018

Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas.

Zhenhong Du, Sensen Wu, Feng Zhang, Renyi Liu, Yan Zhou

Ecol. Informatics, 2018

DBSTC: an effective method for discovering cluster features with different spatiotemporal densities.

Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira

Int. J. Digit. Earth, 2018

2017

Red tide time series forecasting by combining ARIMA and deep belief network.

Mengjiao Qin, Zhihang Li, Zhenhong Du

Knowl. Based Syst., 2017

An Effective High-Performance Multiway Spatial Join Algorithm with Spark.

Zhenhong Du, Xianwei Zhao, Xinyue Ye, Jingwei Zhou, Feng Zhang, Renyi Liu

ISPRS Int. J. Geo Inf., 2017

Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance.

Feng Zhang, Xiaoxiao Sun, Yan Zhou, Congjiao Zhao, Zhenhong Du, Renyi Liu

Environ. Model. Softw., 2017

ParSymG: a parallel clustering approach for unsupervised classification of remotely sensed imagery.

Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira, Weidong Li

Int. J. Digit. Earth, 2017

2016

Real-Time Spatial Queries for Moving Objects Using Storm Topology.

Feng Zhang, Ye Zheng, Dengping Xu, Zhenhong Du, Yingzhi Wang, Renyi Liu, Xinyue Ye

ISPRS Int. J. Geo Inf., 2016

Correction: Yin, J., et al. Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach. <i>ISPRS International Journal of Geo-Information</i> 2016, <i>5</i>, 187.

Junjun Yin, Yizhao Gao, Zhenhong Du, Shaowen Wang

ISPRS Int. J. Geo Inf., 2016

Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach.

Junjun Yin, Yizhao Gao, Zhenhong Du, Shaowen Wang

ISPRS Int. J. Geo Inf., 2016

2015

Spatio-temporal visualization of air-sea CO₂ flux and carbon budget using volume rendering.

Zhenhong Du, Lei Fang, Yan Bai, Feng Zhang, Renyi Liu

Comput. Geosci., 2015

2014

An Object-Level Feature Representation Model for the Multi-target Retrieval of Remote Sensing Images.

Zhi Zeng, Zhenhong Du, Renyi Liu

J. Comput. Sci. Eng., 2014