Renyi Liu

Orcid: 0000-0003-4001-4266

According to our database1, Renyi Liu authored at least 52 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Spatial Downscaling of Nighttime Land Surface Temperature Based on Geographically Neural Network Weighted Regression Kriging.
Remote. Sens., July, 2024

An LLM-Based Inventory Construction Framework of Urban Ground Collapse Events with Spatiotemporal Locations.
ISPRS Int. J. Geo Inf., April, 2024

Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training.
IEEE Trans. Geosci. Remote. Sens., 2024

A Conditional Diffusion Model With Fast Sampling Strategy for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

ENSO Forecasts With Spatiotemporal Fusion Transformer Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
A Graph Memory Neural Network for Sea Surface Temperature Prediction.
Remote. Sens., July, 2023

SLBRIN: A Spatial Learned Index Based on BRIN.
ISPRS Int. J. Geo Inf., 2023

2022
A Dynamic Pyramid Tilling Method for Traffic Data Stream Based on Flink.
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.
IEEE Trans. Geosci. Remote. Sens., 2022

A neural network framework for fine-grained tropical cyclone intensity prediction.
Knowl. Based Syst., 2022

A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting.
Appl. Soft Comput., 2022

Algorithm for Cartography: Adding Out-domain Knowledge to the Level of Complexity Can Improve the Evolutionary Nature of Multilevel Genotype GIS.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

2021
Multi-Task Collaboration Deep Learning Framework for Infrared Precipitation Estimation.
Remote. Sens., 2021

Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets.
Remote. Sens., 2021

Identifying Damaged Buildings in Aerial Images Using the Object Detection Method.
Remote. Sens., 2021

RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images.
Remote. Sens., 2021

Sea Surface Salinity Estimation and Spatial-Temporal Heterogeneity Analysis in the Gulf of Mexico.
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.
Remote. Sens., 2021

Improving Geographically Weighted Regression Considering Directional Nonstationary for Ground-Level PM2.5 Estimation.
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.
ISPRS Int. J. Geo Inf., 2021

Deep Understanding of Urban Dynamics from Imprint Urban Toponymic Data Using a Spatial-Temporal-Semantic Analysis Approach.
ISPRS Int. J. Geo Inf., 2021

Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships.
Int. J. Geogr. Inf. Sci., 2021

2020
GSAM: A deep neural network model for extracting computational representations of Chinese addresses fused with geospatial feature.
Comput. Environ. Urban Syst., 2020

STME: An effective method for discovering spatiotemporal multi-type clusters containing events with different densities.
Trans. GIS, 2020

A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China.
Trans. GIS, 2020

EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification.
Remote. Sens., 2020

A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data.
Remote. Sens., 2020

Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement.
Remote. Sens., 2020

Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method.
Remote. Sens., 2020

An Unsupervised Urban Extent Extraction Method from NPP-VIIRS Nighttime Light Data.
Remote. Sens., 2020

Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale.
ISPRS Int. J. Geo Inf., 2020

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity.
Int. J. Geogr. Inf. Sci., 2020

2019
A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data.
Inf. Sci., 2019

Spatial and temporal processes visualization for marine environmental data using particle system.
Comput. Geosci., 2019

A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux.
Environ. Model. Softw., 2019

2018
Multistep-ahead forecasting of chlorophyll <i>a</i> using a wavelet nonlinear autoregressive network.
Knowl. Based Syst., 2018

Vector Spatial Big Data Storage and Optimized Query Based on the Multi-Level Hilbert Grid Index in HBase.
Inf., 2018

Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data.
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.
Int. J. Geogr. Inf. Sci., 2018

Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas.
Ecol. Informatics, 2018

DBSTC: an effective method for discovering cluster features with different spatiotemporal densities.
Int. J. Digit. Earth, 2018

2017
An Effective High-Performance Multiway Spatial Join Algorithm with Spark.
ISPRS Int. J. Geo Inf., 2017

Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance.
Environ. Model. Softw., 2017

ParSymG: a parallel clustering approach for unsupervised classification of remotely sensed imagery.
Int. J. Digit. Earth, 2017

2016
Real-Time Spatial Queries for Moving Objects Using Storm Topology.
ISPRS Int. J. Geo Inf., 2016

2015
Spatio-temporal visualization of air-sea CO<sub>2</sub> flux and carbon budget using volume rendering.
Comput. Geosci., 2015

ITIS, a bioinformatics tool for accurate identification of transposon insertion sites using next-generation sequencing data.
BMC Bioinform., 2015

2014
An Object-Level Feature Representation Model for the Multi-target Retrieval of Remote Sensing Images.
J. Comput. Sci. Eng., 2014

2010
A Cloud Computing Application in Land Resources Information Management.
Proceedings of the GCC 2010, 2010

2008
Discovery and assembly of repeat family pseudomolecules from sparse genomic sequence data using the Assisted Automated Assembler of Repeat Families (AAARF) algorithm.
BMC Bioinform., 2008

Study and Implementation of the Methods of the Side-scan Sonar Image Processing.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2005
The study of obtaining temperature van of SST image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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