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2020 – today
- 2024
[j65]Luoqi Wang, Jie Yang, Sensen Wu
, Linshu Hu, Yunzhao Ge, Zhenhong Du:
Enhancing mineral prospectivity mapping with geospatial artificial intelligence: A geographically neural network-weighted logistic regression approach. Int. J. Appl. Earth Obs. Geoinformation 128: 103746 (2024)- [j64]Yi Liu, Yijun Chen, Zihang Huang, Haoxuan Liang, Jin Qi, Sensen Wu, Zhenhong Du:
Spatiotemporal weighted neural network reveals surface seawater pCO2 distributions and underlying environmental mechanisms in the North Pacific Ocean. Int. J. Appl. Earth Obs. Geoinformation 133: 104120 (2024) - [j63]Jiale Ding, Wenying Cen, Sensen Wu, Yijun Chen, Jin Qi, Bo Huang, Zhenhong Du:
A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan. Int. J. Geogr. Inf. Sci. 38(7): 1315-1335 (2024) - [j62]Yi Gao, Mengjiao Qin, Sensen Wu, Feng Zhang, Zhenhong Du:
GSA-SiamNet: A Siamese Network with Gradient-Based Spatial Attention for Pan-Sharpening of Multi-Spectral Images. Remote. Sens. 16(4): 616 (2024) - [j61]Anming Zhao, Mengjiao Qin, Sensen Wu, Renyi Liu, Zhenhong Du:
ENSO Forecasts With Spatiotemporal Fusion Transformer Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17066-17074 (2024) - [j60]Haoyu Jing, Sensen Wu, Laifu Zhang, Fanen Meng, Tian Feng, Yiming Yan, Yuanyuan Wang, Zhenhong Du:
Aggregative and Contrastive Dual-View Graph Attention Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j59]Fanen Meng, Yijun Chen, Haoyu Jing, Laifu Zhang, Yiming Yan, Yingchao Ren, Sensen Wu, Tian Feng, Renyi Liu, Zhenhong Du:
A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j58]Fanen Meng, Sensen Wu, Yadong Li, Zhe Zhang, Tian Feng, Renyi Liu, Zhenhong Du:
Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j57]Shuting Shi, Baohong Li, Laifu Zhang, Kun Kuang, Sensen Wu, Tian Feng, Yiming Yan, Zhenhong Du:
Causality-Guided Stepwise Intervention and Reweighting for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j56]Laifu Zhang, Sensen Wu, Minggao Liang, Haoyu Jing, Shuting Shi, Yilin Zhu, Yang Ye, Sheng Huang, Fanen Meng, Zhenhong Du:
A Downscaling Framework for Urban Nighttime Light Based on Multifactor Geographically Neural Network Weighted Regression. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [i5]Xiaowen Ma, Rongrong Lian, Zhenkai Wu, Hongbo Guo, Mengting Ma, Sensen Wu, Zhenhong Du, Siyang Song, Wei Zhang:
LOGCAN++: Local-global class-aware network for semantic segmentation of remote sensing images. CoRR abs/2406.16502 (2024) - [i4]Luoqi Wang, Haipeng Li, Linshu Hu, Jiarui Cai, Zhenhong Du:
Mitigating Interpretation Bias in Rock Records with Large Language Models: Insights from Paleoenvironmental Analysis. CoRR abs/2407.09977 (2024) - [i3]Liuchang Xu, Shuo Zhao, Qingming Lin, Luyao Chen, Qianqian Luo, Sensen Wu, Xinyue Ye, Hailin Feng, Zhenhong Du:
Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study. CoRR abs/2408.14438 (2024) - [i2]Fangshuo Zhou, Huaxia Li, Rui Hu, Sensen Wu, Hailin Feng, Zhenhong Du, Liuchang Xu:
ControlCity: A Multimodal Diffusion Model Based Approach for Accurate Geospatial Data Generation and Urban Morphology Analysis. CoRR abs/2409.17049 (2024) - 2023
- [j55]Minggao Liang, Laifu Zhang, Sensen Wu, Yilin Zhu, Zhen Dai, Yuanyuan Wang, Jin Qi, Yijun Chen, Zhenhong Du:
A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression. Remote. Sens. 15(7): 1740 (2023) - [j54]Shuchen Liang, Anming Zhao, Mengjiao Qin, Linshu Hu, Sensen Wu, Zhenhong Du, Renyi Liu:
A Graph Memory Neural Network for Sea Surface Temperature Prediction. Remote. Sens. 15(14): 3539 (2023) - [j53]Chunhui Liu, Sensen Wu, Zhen Dai, Yuanyuan Wang, Zhenhong Du, Xingyu Liu, Chunxia Qiu:
High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing-Tianjin-Hebei Region Based on TROPOMI Data. Remote. Sens. 15(15): 3878 (2023) - 2022
- [j52]Yilin Zhu, Sensen Wu, Mengjiao Qin, Zhiyi Fu, Yi Gao, Yuanyuan Wang, Zhenhong Du:
A deep learning crop model for adaptive yield estimation in large areas. Int. J. Appl. Earth Obs. Geoinformation 110: 102828 (2022) - [j51]Sensen Wu, Jin Qi, Zhen Yan, Fangzheng Lyu, Tao Lin, Yuanyuan Wang, Zhenhong Du:
Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model. Int. J. Appl. Earth Obs. Geoinformation 112: 102897 (2022) - [j50]Xuying Yang, Feng Zhang, Peng Sun, Xiaofan Li, Zhenhong Du, Renyi Liu:
A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting. Appl. Soft Comput. 124: 109003 (2022) - [j49]Zhen Dai, Sensen Wu, Yuanyuan Wang, Hongye Zhou, Feng Zhang, Bo Huang, Zhenhong Du:
Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid. Int. J. Geogr. Inf. Sci. 36(11): 2248-2269 (2022) - [j48]Zimo Wang, Yicheng Wang, Sensen Wu, Zhenhong Du:
House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China. ISPRS Int. J. Geo Inf. 11(8): 450 (2022) - [j47]Zhe Zhang, Xuying Yang, Lingfei Shi, Bingbing Wang, Zhenhong Du, Feng Zhang, Renyi Liu:
A neural network framework for fine-grained tropical cyclone intensity prediction. Knowl. Based Syst. 241: 108195 (2022) - [j46]Zhe Zhang, Xuying Yang, Xin Wang, Bingbing Wang, Chao Wang, Zhenhong Du:
A neural network with spatiotemporal encoding module for tropical cyclone intensity estimation from infrared satellite image. Knowl. Based Syst. 258: 110005 (2022) - [j45]Haoyu Jing, Yuanyuan Wang, Zhenhong Du, Feng Zhang:
Hyperspectral Image Classification with a Multiscale Fusion-Evolution Graph Convolutional Network Based on a Feature-Spatial Attention Mechanism. Remote. Sens. 14(11): 2653 (2022) - [j44]Weiwen Ye, Feng Zhang, Zhenhong Du:
Machine Learning in Extreme Value Analysis, an Approach to Detecting Harmful Algal Blooms with Long-Term Multisource Satellite Data. Remote. Sens. 14(16): 3918 (2022) - [j43]Chao Wang, Fangzheng Lyu, Sensen Wu, Yuanyuan Wang, Liuchang Xu, Feng Zhang, Shaowen Wang, Yongheng Wang, Zhenhong Du:
A deep trajectory clustering method based on sequence-to-sequence autoencoder model. Trans. GIS 26(4): 1801-1820 (2022) - [j42]Yadong Li, Sébastien Mavromatis, Feng Zhang, Zhenhong Du, Jean Sequeira, Zhongyi Wang, Xianwei Zhao, Renyi Liu:
Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j41]Linshu Hu, Feng Zhang, Mengjiao Qin, Zhiyi Fu, Zhende Chen, Zhenhong Du, Renyi Liu:
A Dynamic Pyramid Tilling Method for Traffic Data Stream Based on Flink. IEEE Trans. Intell. Transp. Syst. 23(7): 6679-6688 (2022) - 2021
- [j40]Sensen Wu, Zhongyi Wang, Zhenhong Du, Bo Huang, Feng Zhang, Renyi Liu:
Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. Int. J. Geogr. Inf. Sci. 35(3): 582-608 (2021) - [j39]Yurong Chen, Feng Zhang, Xinba Li, Chuanrong Zhang, Ninghua Chen, Zhenhong Du, Renyi Liu, Bo Wang:
Deep Understanding of Urban Dynamics from Imprint Urban Toponymic Data Using a Spatial-Temporal-Semantic Analysis Approach. ISPRS Int. J. Geo Inf. 10(5): 278 (2021) - [j38]Weihao Xuan, Feng Zhang, Hongye Zhou, Zhenhong Du, Renyi Liu:
Improving Geographically Weighted Regression Considering Directional Nonstationary for Ground-Level PM2.5 Estimation. ISPRS Int. J. Geo Inf. 10(6): 413 (2021) - [j37]Jingtao Sun, Sensen Wu, Zhen Yan, Yadong Li, Cheng Yan, Feng Zhang, Renyi Liu, Zhenhong Du:
Using Geographically Weighted Regression to Study the Seasonal Influence of Potential Risk Factors on the Incidence of HFMD on the Chinese Mainland. ISPRS Int. J. Geo Inf. 10(7): 448 (2021) - [j36]Liangang Wang, Feng Zhang, Zhenhong Du, Yongpei Chen, Chuanrong Zhang, Renyi Liu:
A Hybrid Semantic Similarity Measurement for Geospatial Entities. Microprocess. Microsystems 80: 103526 (2021) - [j35]Linshu Hu, Mengjiao Qin, Feng Zhang, Zhenhong Du, Renyi Liu:
RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images. Remote. Sens. 13(1): 62 (2021) - [j34]Bowen Gao, Ninghua Chen, Thomas Blaschke, Chase Q. Wu, Jianyu Chen, Yaochen Xu, Xiaoping Yang, Zhenhong Du:
Automated Characterization of Yardangs Using Deep Convolutional Neural Networks. Remote. Sens. 13(4): 733 (2021) - [j33]Zhiyi Fu, Fangfang Wu, Zhengliang Zhang, Linshu Hu, Feng Zhang, Bifeng Hu, Zhenhong Du, Zhou Shi, Renyi Liu:
Sea Surface Salinity Estimation and Spatial-Temporal Heterogeneity Analysis in the Gulf of Mexico. Remote. Sens. 13(5): 881 (2021) - [j32]Chuyi Wu, Feng Zhang, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu:
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets. Remote. Sens. 13(5): 905 (2021) - [j31]Yijun Chen, Sensen Wu, Yuanyuan Wang, Feng Zhang, Renyi Liu, Zhenhong Du:
Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression. Remote. Sens. 13(10): 1979 (2021) - [j30]Xuying Yang, Peng Sun, Feng Zhang, Zhenhong Du, Renyi Liu:
Multi-Task Collaboration Deep Learning Framework for Infrared Precipitation Estimation. Remote. Sens. 13(12): 2310 (2021) - [j29]Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du, Renyi Liu:
Identifying Damaged Buildings in Aerial Images Using the Object Detection Method. Remote. Sens. 13(21): 4213 (2021) - [c1]Lingfei Shi, Feng Zhang, Zhenhong Du:
Simulating City Expansion Using a CA Urban Growth Model, Through a Case Study of Nairobi, Kenya. IGARSS 2021: 6940-6943 - [i1]Ling Chen, Jiahui Xu, Binqing Wu, Yuntao Qian, Zhenhong Du, Yansheng Li, Yongjun Zhang:
Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting. CoRR abs/2108.12238 (2021) - 2020
- [j28]Zhenhong Du, Zhongyi Wang, Sensen Wu, Feng Zhang, Renyi Liu:
Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. Int. J. Geogr. Inf. Sci. 34(7): 1353-1377 (2020) - [j27]Yiming Yan, Yuanyuan Wang, Zhenhong Du, Feng Zhang, Renyi Liu, Xinyue Ye:
Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale. ISPRS Int. J. Geo Inf. 9(1): 42 (2020) - [j26]Shuyu Zhang, Chuanrong Li, Shi Qiu, Caixia Gao, Feng Zhang, Zhenhong Du, Renyi Liu:
EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification. Remote. Sens. 12(1): 66 (2020) - [j25]Mengjiao Qin, Sébastien Mavromatis, Linshu Hu, Feng Zhang, Renyi Liu, Jean Sequeira, Zhenhong Du:
Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement. Remote. Sens. 12(5): 758 (2020) - [j24]Weiwen Ye, Feng Zhang, Xianqiang He, Yan Bai, Renyi Liu, Zhenhong Du:
A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data. Remote. Sens. 12(12): 1932 (2020) - [j23]Mengjiao Qin, Linshu Hu, Zhenhong Du, Yi Gao, Lianjie Qin, Feng Zhang, Renyi Liu:
Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method. Remote. Sens. 12(12): 1937 (2020) - [j22]Xiuxiu Chen, Feng Zhang, Zhenhong Du, Renyi Liu:
An Unsupervised Urban Extent Extraction Method from NPP-VIIRS Nighttime Light Data. Remote. Sens. 12(22): 3810 (2020) - [j21]Zhenhong Du, Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu:
A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China. Trans. GIS 24(1): 123-141 (2020) - [j20]Chao Wang, Zhenhong Du, Yuhua Gu, Feng Zhang, Renyi Liu:
STME: An effective method for discovering spatiotemporal multi-type clusters containing events with different densities. Trans. GIS 24(6): 1559-1577 (2020) - [j19]Liuchang Xu, Zhenhong Du, Ruichen Mao, Feng Zhang, Renyi Liu:
GSAM: A deep neural network model for extracting computational representations of Chinese addresses fused with geospatial feature. Comput. Environ. Urban Syst. 81: 101473 (2020)
2010 – 2019
- 2019
- [j18]Weiwen Ye, Feng Zhang, Yan Bai, Zhenhong Du, Renyi Liu:
A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux. Environ. Model. Softw. 118: 120-133 (2019) - [j17]Feng Zhang, Ruichen Mao, Zhenhong Du, Renyi Liu:
Spatial and temporal processes visualization for marine environmental data using particle system. Comput. Geosci. 127: 53-64 (2019) - [j16]Mengjiao Qin, Zhenhong Du, Feng Zhang, Renyi Liu:
A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data. Inf. Sci. 487: 18-30 (2019) - 2018
- [j15]Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira:
DBSTC: an effective method for discovering cluster features with different spatiotemporal densities. Int. J. Digit. Earth 11(6): 609-634 (2018) - [j14]Zhenhong Du, Sensen Wu, Feng Zhang, Renyi Liu, Yan Zhou:
Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas. Ecol. Informatics 43: 185-199 (2018) - [j13]Zhenhong Du, Sensen Wu, Mei-Po Kwan, Chuanrong Zhang, Feng Zhang, Renyi Liu:
A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China. Int. J. Geogr. Inf. Sci. 32(10): 1927-1947 (2018) - [j12]Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu, Zhenhong Du:
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data. ISPRS Int. J. Geo Inf. 7(12): 459 (2018) - [j11]Hua Jiang, Junfeng Kang, Zhenhong Du, Feng Zhang, Xiangzhi Huang, Renyi Liu, Xuanting Zhang:
Vector Spatial Big Data Storage and Optimized Query Based on the Multi-Level Hilbert Grid Index in HBase. Inf. 9(5): 116 (2018) - [j10]Zhenhong Du, Mengjiao Qin, Feng Zhang, Renyi Liu:
Multistep-ahead forecasting of chlorophyll a using a wavelet nonlinear autoregressive network. Knowl. Based Syst. 160: 61-70 (2018) - 2017
- [j9]Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira, Weidong Li:
ParSymG: a parallel clustering approach for unsupervised classification of remotely sensed imagery. Int. J. Digit. Earth 10(5): 471-489 (2017) - [j8]Feng Zhang, Xiaoxiao Sun, Yan Zhou, Congjiao Zhao, Zhenhong Du, Renyi Liu:
Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance. Environ. Model. Softw. 96: 128-139 (2017) - [j7]Zhenhong Du, Xianwei Zhao, Xinyue Ye, Jingwei Zhou, Feng Zhang, Renyi Liu:
An Effective High-Performance Multiway Spatial Join Algorithm with Spark. ISPRS Int. J. Geo Inf. 6(4): 96 (2017) - [j6]Mengjiao Qin, Zhihang Li, Zhenhong Du:
Red tide time series forecasting by combining ARIMA and deep belief network. Knowl. Based Syst. 125: 39-52 (2017) - 2016
- [j5]Feng Zhang, Ye Zheng, Dengping Xu, Zhenhong Du, Yingzhi Wang, Renyi Liu, Xinyue Ye:
Real-Time Spatial Queries for Moving Objects Using Storm Topology. ISPRS Int. J. Geo Inf. 5(10): 178 (2016) - [j4]Junjun Yin, Yizhao Gao, Zhenhong Du, Shaowen Wang:
Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach. ISPRS Int. J. Geo Inf. 5(10): 187 (2016) - [j3]Junjun Yin, Yizhao Gao, Zhenhong Du, Shaowen Wang:
Correction: Yin, J., et al. Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach. ISPRS International Journal of Geo-Information 2016, 5, 187. ISPRS Int. J. Geo Inf. 5(12): 226 (2016) - 2015
- [j2]Zhenhong Du, Lei Fang, Yan Bai, Feng Zhang, Renyi Liu:
Spatio-temporal visualization of air-sea CO2 flux and carbon budget using volume rendering. Comput. Geosci. 77: 77-86 (2015) - 2014
- [j1]Zhi Zeng, Zhenhong Du, Renyi Liu:
An Object-Level Feature Representation Model for the Multi-target Retrieval of Remote Sensing Images. J. Comput. Sci. Eng. 8(2): 65-77 (2014)
Coauthor Index
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