Shaohua Wang

Orcid: 0000-0001-8651-9505

Affiliations:
  • Chinese Academy of Sciences, Aerospace Information Research Institute, Bejing, China
  • University of California, Santa Barbara, Department of Geography, CA, USA (former)
  • Chinese Academy of Science, Institute of Geographic Sciences and Natural Resources Research (former)
  • SuperMap Software Co Ltd, Beijing, China


According to our database1, Shaohua Wang authored at least 41 papers between 2010 and 2024.

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Bibliography

2024
The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing.
Remote. Sens., June, 2024

A Single Data Extraction Algorithm for Oblique Photographic Data Based on the U-Net.
Remote. Sens., March, 2024

An Evaluative Baseline for Sentence-Level Semantic Division.
Mach. Learn. Knowl. Extr., March, 2024

Dynamic Visual Landscape Assessment of Disused Railway in Complex Terrain: A Study of Jingmen Railway.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Optimization of Shared Electric Scooter Deployment Stations Based on Distance Tolerance.
ISPRS Int. J. Geo Inf., 2024

Spatial-Temporal Evolution Characteristics Analysis of Color Steel Buildings in Lanzhou City.
ISPRS Int. J. Geo Inf., 2024

ReCovNet: Reinforcement learning with covering information for solving maximal coverage billboards location problem.
Int. J. Appl. Earth Obs. Geoinformation, 2024

BiGNN: Bipartite graph neural network with attention mechanism for solving multiple traveling salesman problems in urban logistics.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Optimization of Site Selection for Free-Floating Shared Electric Vehicles Based on Deep Reinforcement Learning.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2024

2023
An attention model with multiple decoders for solving p-Center problems.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Spatiotemporal Analytics of Environmental Sounds and Influencing Factors Based on Urban Sensor Network Data.
ISPRS Int. J. Geo Inf., September, 2023

MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds.
Remote. Sens., July, 2023

GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Analysis of the Distribution Characteristics and Influencing Factors of Advertising Billboards in Wuhan.
Proceedings of the 7th ACM SIGSPATIAL Workshop on Location-based Recommendations, 2023

Spatial Optimization Site Selection of Beijing Cainiao Station Based on Multi-Source Geospatial Data.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data, 2023

Optimization of shared bicycle location in Wuhan city based on multi-source geospatial big data.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications, 2023

A New Approach for Solving Location Routing Problems with Deep Reinforcement Learning of Emergency Medical Facility.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023, 2023

2022
Satellite Remote Sensing Identification of Discolored Standing Trees for Pine Wilt Disease Based on Semi-Supervised Deep Learning.
Remote. Sens., December, 2022

Using a Remote-Sensing-Based Piecewise Retrieval Algorithm to Map Chlorophyll-a Concentration in a Highland River System.
Remote. Sens., December, 2022

Spatial Distribution of Urban Parks' Effect on Air Pollution-Related Health and the Associated Factors in Beijing City.
ISPRS Int. J. Geo Inf., December, 2022

An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data.
Urban Inform., 2022

A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Accurate Recognition of Building Rooftops and Assessment of Long-Term Carbon Emission Reduction from Rooftop Solar Photovoltaic Systems Fusing GF-2 and Multi-Source Data.
Remote. Sens., 2022

Accurate Identification of Pine Wood Nematode Disease with a Deep Convolution Neural Network.
Remote. Sens., 2022

Modeling Nutrition Quality and Storage of Forage Using Climate Data and Normalized-Difference Vegetation Index in Alpine Grasslands.
Remote. Sens., 2022

Polyad inconsistency measure for pairwise comparisons matrices: max-plus algebraic approach.
Oper. Res., 2022

A Trade-Off Algorithm for Solving p-Center Problems with a Graph Convolutional Network.
ISPRS Int. J. Geo Inf., 2022

Ndist2vec: Node with Landmark and New Distance to Vector Method for Predicting Shortest Path Distance along Road Networks.
ISPRS Int. J. Geo Inf., 2022

A Spatial-Temporal Causal Convolution Network Framework for Accurate and Fine-Grained PM2.5 Concentration Prediction.
Entropy, 2022

2021
An Efficient, Platform-Independent Map Rendering Framework for Mobile Augmented Reality.
ISPRS Int. J. Geo Inf., 2021

A vector-based method for drainage network analysis based on LiDAR data.
Comput. Geosci., 2021

2020
A Multi-factor Spatial Optimization Approach for Emergency Medical Facilities in Beijing.
ISPRS Int. J. Geo Inf., 2020

CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning.
ISPRS Int. J. Geo Inf., 2020

2019
A Hybrid Framework for High-Performance Modeling of Three-Dimensional Pipe Networks.
ISPRS Int. J. Geo Inf., 2019

A High-performance Cross-platform Map Rendering Engine for Mobile Geographic Information System (GIS).
ISPRS Int. J. Geo Inf., 2019

An integrated GIS platform architecture for spatiotemporal big data.
Future Gener. Comput. Syst., 2019

2018
A context-based geoprocessing framework for optimizing meetup location of multiple moving objects along road networks.
Int. J. Geogr. Inf. Sci., 2018

2017
Geospatial Big Data Analytics Engine for Spark.
Proceedings of the 6th ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, 2017

2016
A Novel Dynamic Physical Storage Model for Vehicle Navigation Maps.
ISPRS Int. J. Geo Inf., 2016

2015
An effective algorithm for lines and polygons overlay analysis using uniform spatial grid indexing.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015

2010
A progressive transmission of spatial data method for 2D/3D integrated GIS.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010


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