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Journal Articles
- 2025
[j49]Haonan Sun
, Xiaohui He, Haofei Li, Jinlan Kong, Mengjia Qiao, Xijie Cheng, Panle Li, Jian Zhang, Renyi Liu, Jiandong Shang:
Adaptive sparse lightweight multi-scale hybrid network for remote sensing image semantic segmentation. Expert Syst. Appl. 280: 127347 (2025)- 2024
- [j48]Yanan Hao, Jin Qi, Xiaowen Ma, Sensen Wu, Renyi Liu, Xiaoyi Zhang:
An LLM-Based Inventory Construction Framework of Urban Ground Collapse Events with Spatiotemporal Locations. ISPRS Int. J. Geo Inf. 13(4): 133 (2024) - [j47]Jihan Wang, Nan Zhang, Laifu Zhang, Haoyu Jing, Yiming Yan, Sensen Wu, Renyi Liu:
Spatial Downscaling of Nighttime Land Surface Temperature Based on Geographically Neural Network Weighted Regression Kriging. Remote. Sens. 16(14): 2542 (2024) - [j46]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) - [j45]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) - [j44]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) - 2023
- [j43]Lijun Wang, Linshu Hu, Chenhua Fu, Yuhan Yu, Peng Tang, Feng Zhang, Renyi Liu:
SLBRIN: A Spatial Learned Index Based on BRIN. ISPRS Int. J. Geo Inf. 12(4): 171 (2023) - [j42]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) - 2022
- [j41]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) - [j40]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) - [j39]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) - [j38]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
- [j37]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) - [j36]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) - [j35]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) - [j34]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) - [j33]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) - [j32]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) - [j31]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) - [j30]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) - [j29]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) - [j28]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) - 2020
- [j27]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) - [j26]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) - [j25]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) - [j24]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) - [j23]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) - [j22]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) - [j21]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) - [j20]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) - [j19]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) - [j18]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) - 2019
- [j17]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) - [j16]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) - [j15]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
- [j14]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) - [j13]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) - [j12]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) - [j11]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) - [j10]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) - [j9]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
- [j8]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) - [j7]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) - [j6]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) - 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) - 2015
- [j4]Chuan Jiang, Chao Chen, Ziyue Huang, Renyi Liu, Jerome Verdier:
ITIS, a bioinformatics tool for accurate identification of transposon insertion sites using next-generation sequencing data. BMC Bioinform. 16: 72:1-72:8 (2015) - [j3]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
- [j2]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) - 2008
- [j1]Jeremy D. DeBarry, Renyi Liu, Jeffrey Bennetzen:
Discovery and assembly of repeat family pseudomolecules from sparse genomic sequence data using the Assisted Automated Assembler of Repeat Families (AAARF) algorithm. BMC Bioinform. 9 (2008)
Conference and Workshop Papers
- 2022
- [c4]Ziyang Weng, Xi Fang, Ziyu Zhang, Renyi Liu:
Algorithm for Cartography: Adding Out-domain Knowledge to the Level of Complexity Can Improve the Evolutionary Nature of Multilevel Genotype GIS. WI/IAT 2022: 899-905 - 2010
- [c3]Lei Fang, Shen-jun Yao, Ting Liu, Ren-yi Liu:
A Cloud Computing Application in Land Resources Information Management. GCC 2010: 388-393 - 2008
- [c2]Xiaojun Jiang, Nan Liu, Renyi Liu, Tianhe Yin:
Study and Implementation of the Methods of the Side-scan Sonar Image Processing. CSSE (6) 2008: 109-112 - 2005
- [c1]Feng Zhang, Ren-yi Liu, Nan Liu:
The study of obtaining temperature van of SST image. IGARSS 2005: 1616-1619
Coauthor Index
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