出版著作

  • 期刊论文
  • 会议论文
  • 专著
  • 项目
  • 学术报告
  1. Xie Y, Wang H, Liang H, Wang S*, et al. Care-Net: deep reinforcement learning for distance-decay maximal covering of elderly care facility location considering multi-attribute site suitability[J]. Geo-spatial Information Science, 2026.
  2. Zhao S, Wang S*, Liang H, et al. Spatial Allocation of Elderly Care Resources in High-Density Urban Areas Under the Guidance of Efficiency and Equity[J]. ISPRS International Journal of Geo-Information, 2026.
  3. Guan X, Liang W, Xu M*, Wang S*, et al. Remote Sensing Diagnosis of Vegetation Dynamics in the Three-North Shelterbelt Program Area[J]. IEEE Transactions on Geoscience and Remote Sensing, 2026.
  4. 徐大川, 王少华*, 李霄. 融合深度强化学习与空间优化模型的槟榔种植区病虫害监测传感器选址优化研究[J]. 热带地理, 2026.
  5. Zheng H, Zhu X, He S*, Xu T, Zhang X, Qiu X, Wang S*. A Multiscale-Enhanced U-Net-Based Diffusion Model for Precipitation Nowcasting[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026.
  6. Wang S*, Su C, Zhao Z*, et al. HiSpot: an integrated and accessible python framework for spatial optimization in Urban Analytics[J]. International Journal of Digital Earth, 2026.
  7. Ji J, Xu M*, Wang S, et al. Radiation–vegetation regulation of water–soil ecosystem services in coastal transition zone based on high-resolution remote sensing diagnosis[J]. Journal of Environmental Management, 2026.
  8. Wang W, Guo X, Yang X, Zhang N, Wang S*, et al. Assessing Spatial Fragmentation: An Analysis Utilizing Multi-Source Data in Xi’an, China[J]. ISPRS International Journal of Geo-Information, 2026.
  9. Hu Y, Wang S*, Liang H. Mastering the Twin–Game: Hierarchical Reinforcement Learning in a Digital Twin Sandbox for Adaptive Urban Healthcare Optimization—A Case Study of Wuhan[J]. ISPRS International Journal of Geo-Information, 2026.
  10. Xu D, Wang S*, Liang H, et al. Optimizing waste bin allocation in the Mount Yun scenic area: a data-driven approach based on the stage-weighted covering location model[J]. International Journal of Digital Earth, 2026.
  11. Yang X, Li P, Yao W, Wang S*, et al. Contribution of drivers to erosion rate changes in a coal mining area of arid regions[J]. Ecological Modelling, 2026.
  12. Neupane B K, Xu M*, Cao C, et al. Geographical accessibility of cancer hospital using geospatial technology in Bagmati province, Nepal[J]. Frontiers in Public Health, 2026.
  13. Wang S*, Yang X, Zheng J, et al. Gold Prospectivity Mapping Based on the Integration of ZY-1 02D Hyperspectral Imagery and Deep Learning in the Siguiri Basin, West Africa[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026.
  14. Wang S, Zhou J*, Liang H, et al. Optimization of urban service facility allocation for the SDGs: current status, innovations, and prospects[J]. Sustainable Cities and Society, 2026.
  15. Yuan Q, Mei Q, Wang P*, Yan Q, Wang S*. Global spatio-temporal analysis of maritime piracy risk (2010–2024): Management strategies and implications for ocean governance[J]. Ocean & Coastal Management, 2026.
  16. 郑辉, 陈富, 何舒平*, 等. 一种多尺度时空相关注意力与状态空间建模的降水临近预报方法[J]. 电子与信息学报, 2026.
  17. Hu Y, Qin K*, Wang S. GeoPPO—A Location-Allocation Method of Superstores Based on Deep Reinforcement Learning—A Case Study of Xi’an[J]. ISPRS International Journal of Geo-Information, 2026.
  18. Chen Z, Chen X, Wu K, et al. A Unified Framework for Temporal Similarity: Coupling Time-Scale Effects and Composite Temporal Objects in Geoscientific Retrieval[J]. IEEE Access, 2026.
  19. Yin H, Zhou L*, Wang S, et al. Modeling block-scale urban vitality: integrating streetscape perception and service accessibility[J]. Geo-spatial Information Science, 2026.
  20. 王少华*, 梁浩健, 苏澄, 等. 耦合时空大数据和人工智能的城市设施配置优化研究进展与展望[J]. 测绘学报, 2026.
  21. Guan X, Wang S, Xu M*, et al. Long-term ecological effectiveness of the Three-North Shelterbelt Program assessed by changes in ecosystem services[J]. Scientific Reports, 2026.
  22. Chen Z*, Wang H, Li J, et al. Egocentric Head Direction Encoding and Perception Model Based on an Adaptive Ring Attractor Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2026.
  23. Xu D, Wang H, Li S, et al. SCOPE-YOLO: An Integrated Super-Resolution and Detection Framework for Power Transmission Tower Monitoring in Remote Sensing Imagery[J]. Remote Sensing, 2026.
  24. Xue T, Li Y, Mei Q*, Bai Y, Yang Y, Cui L, Wang P, Zhang B, Wang S*. Port pollution prediction and management via multi-view intelligent computing: A case study of Tianjin Port[J]. Regional Studies in Marine Science, 2026.
  25. 李德仁, 秦昆*, 张过, 等. 社会遥感地理计算的研究进展与创新[J]. 武汉大学学报(信息科学版), 2026.
  26. Li Y, Bai Y, Mei Q*, Wang P, Hu Y, Yan Q, Wang S*. Multimodal fusion via ship trajectory understanding for cognitive maritime intelligence: A case study of the Fujian sea[J]. Ocean Engineering, 2026.
  27. Huang Z, Wang S*, Liang H, et al. Recursive hierarchical facility optimization for enhancing retail equity: A consumer-centric case in China's 4 state-level new districts[J]. Journal of Retailing and Consumer Services, 2026.
  28. Gao X, Cao C*, Wang S, et al. Remote sensing diagnosis of Forest fire risk based on state-trend characteristics using machine learning models[J]. Ecological Indicators, 2026.
  29. Liang X, Zhou L, Wang S*, et al. Spatiotemporal crime prediction and fairness-constrained spatial optimization with deep reinforcement learning for patrol region design[J]. International Journal of Applied Earth Observation and Geoinformation, 2025.
  30. Yuhang E, Xu D, Li S, Zhao Y, Liu Z, Su C*, et al. Sensor Placement Optimization for Power Grid Condition Monitoring Based on a Backup Coverage Model: A Case Study of Guangzhou[J]. Applied Sciences, 2025.
  31. 刘畅, 杨漾, 李士杰, 何映龙, 杨喆, 王少华*. 高压电塔风险区及救援可达性空间分析方法——以广州市为例[J]. 全球变化数据学报(中英文）, 2025.
  32. Wang P, Hu Q, Mei Q, Wang S*, et al. Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation[J]. Advanced Engineering Informatics, 2025.
  33. Liu K*, Lin Z, Zhu K, et al. TrajRL-TFF: A Trajectory Representation Learning Method Based on Time-domain and Frequency-domain Feature Fusion[J]. Computational Urban Science, 2025.
  34. Wang X, Zhou L*, Song Y, et al. Beyond flat cities: dramatic 2D/3D differences in urban gray–green space configurations and the nonlinear thermal regulation mechanisms[J]. GIScience & Remote Sensing, 2025.
  35. Zhao Z, Wang S*, Su C, et al. Multi-Size Facility Allocation Under Competition: A Model with Competitive Decay and Reinforcement Learning-Enhanced Genetic Algorithm[J]. ISPRS International Journal of Geo-Information, 2025, 14(9): 347.
  36. Ji J, Xu M*, Wang S, et al. Analysis of spatial pattern of vegetation resilience and influencing factors in Hubei Province based on long time series remote sensing data[J]. Environmental and Sustainability Indicators, 2025.
  37. Xiao L, Shaohua W*, Haojian L, et al. Geospatial Optimization of Urban Bus Stops Based on Multi-Source Spatio-temporal Data: A Redundancy Optimization Model[J]. Journal of Geo-information Science, 2025.
  38. Song S, Wang S*, Li X, et al. An investigation into the spatial distribution patterns and influencing factors of fortresses in Tianshui, Gansu Province, China[J]. Humanities and Social Sciences Communications, 2025, 12: 1337.
  39. 李霄, 王少华*, 梁浩健, 等. 基于多源时空数据的城市公交站点地理空间优化方法：冗余优化模型[J]. 地球信息科学学报, 2025.
  40. Jiao W, Zhou L*, Wang S, et al. Impact of urban construction land gradient expansion on land subsidence in mountainous cities[J]. Journal of Mountain Science, 2025.
  41. Chen Z, Li X, Liu B, Wang S, Li X, Li J, Yang X, Wang Z*. Public transport accessibility in villages in and around major Chinese cities[J]. Nature Cities, 2025.
  42. Su C, Zhong E, Wang S*, et al. Geospatial information technology: analysis of architectural characteristics from vertical and horizontal perspectives and intelligent-driven application modes[J]. International Journal of Digital Earth, 2025, 18(1): 2528634.
  43. 李宇昂, 周亮*, 孙钦珂, 等. 顾及古遗迹保护的城市三维空间增长模拟与预测[J]. 地球信息科学学报, 2025.
  44. Deng C, Liang H, Qin X, Wang S*. DMA-Net: Dynamic Morphology-Aware Segmentation Network for Remote Sensing Images[J]. Remote Sensing, 2025, 17(14): 2354.
  45. Gao Y, Dong H, Hu L, Zeng F, Gao Y, Huang Z, Wang S*. Deep reinforcement learning for multi-objective location optimization of onshore wind power stations: a case study of Guangdong Province, China[J]. Frontiers in Energy Research, 2025.
  46. 周俊源, 王少华*, 闫浩文, 等. 基于深度强化学习的旅游数字标牌选址优化方法构建——以北京市五环以内区域为实验验证[J]. 中国生态旅游, 2025.
  47. Yue J, Wang Y, Pan J*, Liang H, Wang S*, et al. Less Is More: A Lightweight Deep Learning Network for Remote Sensing Imagery Segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2025.
  48. Ruan Y, Zhang X*, Wang S, et al. Street View-Enabled Explainable Machine Learning for Spatial Optimization of Non-Motorized Transportation-Oriented Urban Design[J]. Land, 2025.
  49. Zhou J, Wang S*, Yan H, et al. Method construction for location optimization of digital tourism signage based on deep reinforcement learning: A case study of the area within the Fifth Ring Road in Beijing[J]. ECOTOURISM, 2025.
  50. Chen J, Lin X, Ye J*, et al. Decarbonising the maritime supply chain: per-unit subsidies or investment support?[J]. International Journal of Logistics Research and Applications, 2025.
  51. 沈敏敏, 王岳颐*, 唐翰, 等. 铁路闲置站域空间资源评价与更新模式研究——以北京西部山区铁路为例[J]. 南方建筑, 2025.
  52. Li C, Chen Z, Huang Z, Shuai Y, Wang S*, et al. An Assembled Feature Attentive Algorithm for Automatic Detection of Waste Water Treatment Plants Based on Multiple Neural Networks[J]. Remote Sensing, 2025.
  53. Wang S*, Xu D, Liang H, et al. Advances in Deep Learning Applications for Plant Disease and Pest Detection: A Review[J]. Remote Sensing, 2025.
  54. Zhang N, Wang S*, Liang H, et al. Heterogeneity Analysis of Resident Demands and Public Service Facilities in Megacities of China from the Perspective of Urban Health Examination[J]. ISPRS International Journal of Geo-Information, 2025.
  55. Wang S, Wang Y, Yue J*, et al. UniU-Net: A Unified U-Net Deep Learning Approach for High-Precision Areca Palm Segmentation in Remote Sensing Imagery[J]. Applied Sciences, 2025, 15(9): 4813.
  56. Liang H, Wang S*, Li H, et al. AIAM: Adaptive interactive attention model for solving p-Median problem via deep reinforcement learning[J]. International Journal of Applied Earth Observation and Geoinformation, 2025.
  57. Chen X, Feng C*, Wang S. AIDFL: An Information-Driven Anomaly Detector for Data Poisoning in Decentralized Federated Learning[J]. IEEE Access, 2025.
  58. 黄晓雨, 王岳颐*, 马禾旺, 等. 动态视景分析下铁路闲置资源再利用研究[J]. 南方建筑, 2025.
  59. Li X, Wang S*, Zhou L, et al. Geospatial Analytics of Urban Bus Network Evolution Based on Multi-Source Spatiotemporal Data Fusion: A Case Study of Beijing, China[J]. ISPRS International Journal of Geo-Information, 2025.
  60. Liu X, Hu J, Mei Q, Wang S*. Pirate-GPT: A locally deployed large language model framework for reliable offline anti-piracy decision support and knowledge retrieval in maritime operations[J]. Reliability Engineering & System Safety, 2025.
  61. Feng S, Gao L, Qiu J*, et al. Can real-time NDVI observations better constrain SMAP soil moisture retrievals?[J]. Remote Sensing of Environment, 2025.
  62. Zhao J, Cui X, Wang S*, et al. Analysis of the spatial heterogeneity and influencing factors of music training institutions: a case study of Beijing, Shanghai, Guangzhou, and Shenzhen[J]. Computational Urban Science, 2025.
  63. Lin S, Li Y, Hu Y, Shi J, Wang S*, et al. Research on ship dynamic feature extraction and prediction method based on visual data[J]. Ocean Engineering, 2025.
  64. Chen Z*, Wang S, Wu K, et al. PlaceField2BVec: A bionic geospatial location encoding method for hierarchical temporal memory model[J]. International Journal of Applied Earth Observation and Geoinformation, 2025.
  65. Chen Y, Yao J, Wang S, Lai Z, Wu L, Dong G*. Location optimization of urban fire stations considering the variations in fire service demands: a bi-objective coverage model[J]. International Journal of Digital Earth, 2025.
  66. 高晓彤, 徐敏*, 田海静, 等. 锡林郭勒盟草地地上生物量时空变化遥感诊断研究[J]. 生态与农村环境学报, 2025.
  67. Gao H, Zhou L*, Dong Y, et al. Identifying critical road sections using the weighted periodicity mined from trajectory data for efficient urban transportation[J]. GIScience & Remote Sensing, 2025.
  68. Guo H, Boonprong S, Wang S*, et al. Dominant Tree Species Mapping Using Machine Learning Based on Multi-Temporal and Multi-Source Data[J]. Remote Sensing, 2024.
  69. 陈虹, 汤军, 龚阳春, 陈志杰, 王文达, 王少华*. 基于街景与高分遥感影像的超大城市绿地高精度识别与空间特征解析[J]. 地球信息科学学报, 2024.
  70. Huang H, Yan Q, Yang Y, Hu Y, Wang S*, et al. Spatial classification model of port facilities and energy reserve prediction based on deep learning for port management―A case study of Ningbo[J]. Ocean & Coastal Management, 2024.
  71. Liu C, Huang H, Melack J M, Tian Y, Jiang J, Fu X, Cao Z, Wang S*. Assessing Land Degradation and Restoration in Eastern China Grasslands from 1985 to 2018 Using Multitemporal Landsat Data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024.
  72. Neupane B K, Acharya B K, Cao C, Xu M*, et al. A systematic review of spatial and temporal epidemiological approaches, focus on lung cancer risk associated with particulate matter[J]. BMC Public Health, 2024.
  73. 黄磊, 林绍福, 刘希亮*, 等. 探索城市更新消耗：一种基于高分遥感影像的城市建筑垃圾年产量快速估算方法[J]. 地球信息科学学报, 2024.
  74. Wei W, Wang S*, Li X, et al. Identification and Analysis of Ecological Corridors in the Central Urban Area of Xuchang Based on Multi-Source Geospatial Data[J]. ISPRS International Journal of Geo-Information, 2024.
  75. Wu K, Chen Z*, Wu X, et al. Extracting Geoscientific Dataset Names from the Literature Based on the Hierarchical Temporal Memory Model[J]. ISPRS International Journal of Geo-Information, 2024.
  76. Ma H, Zeng J*, Zhang X, et al. Surface soil moisture from combined active and passive microwave observations: Integrating ASCAT and SMAP observations based on machine learning approaches[J]. Remote Sensing of Environment, 2024.
  77. Sun W, Qi H, Li T, Qin Y, Fu G*, et al. Modelling Soil Ammonium Nitrogen, Nitrate Nitrogen and Available Phosphorus Using Normalized Difference Vegetation Index and Climate Data in Xizang’s Grasslands[J]. Sustainability, 2024.
  78. Wang W, Li X, Wang T, Wang S*, et al. Spatial-Temporal Evolution Characteristics Analysis of Color Steel Buildings in Lanzhou City[J]. ISPRS International Journal of Geo-Information, 2024.
  79. Liang H, Wang S*, Gao S, et al. Deephullnet: a deep learning approach for solving the convex hull and concave hull problems with transformer[J]. International Journal of Digital Earth, 2024.
  80. Huang L, Lin S, Liu X*, et al. The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing[J]. Remote Sensing, 2024.
  81. 黄耀辉, 王振波*, 王少华, 等. 湖北随州洛阳镇银杏古树空间分布数据集(2023)[J]. 全球变化数据学报(中英文）, 2024.
  82. Liang H, Wang S*, Li H, et al. Bignn: Bipartite Graph Neural Network with Attention Mechanism for Solving Multiple Traveling Salesman Problems in Urban Logistics[J]. International Journal of Applied Earth Observation and Geoinformation, 2024.
  83. Zhang Y, Wang S*, Liang H, et al. Dual hybrid frameworks combining graph convolutional network with decoding for covering location problem[J]. iScience, 2024.
  84. Yue J, Long Y, Wang S*, et al. Optimization of Shared Electric Scooter Deployment Stations Based on Distance Tolerance[J]. ISPRS International Journal of Geo-Information, 2024.
  85. Zhong Y, Wang S*, Liang H, et al. ReCovNet: Reinforcement learning with covering information for solving maximal coverage billboards location problem[J]. International Journal of Applied Earth Observation and Geoinformation, 2024.
  86. Liu C, Huang H, Liu C, Wang X, Wang S*. Comparative evaluation of vegetation greenness trends over circumpolar Arctic tundra using multi-sensors satellite datasets[J]. International Journal of Digital Earth, 2024.
  87. Wang S, Li X, Lin L, Lu H, Jiang Y, Zhang N*, et al. A Single Data Extraction Algorithm for Oblique Photographic Data Based on the U-Net[J]. Remote Sensing, 2024.
  88. Jiang Y, Zhou L, Wang B, Zhang Q, Gao H, Wang S*, et al. The impact of gradient expansion of urban–rural construction land on landscape fragmentation in typical mountain cities, China[J]. International Journal of Digital Earth, 2024.
  89. Wang S, Qi H, Li T, Qin Y, Fu G*, et al. Can normalized difference vegetation index and climate data be used to estimate soil carbon, nitrogen, and phosphorus and their ratios in the Xizang grasslands?[J]. Frontiers in Earth Science, 2024.
  90. Wang Y, Wang S*, Wang X, et al. Dynamic Visual Landscape Assessment of Disused Railway in Complex Terrain: A Study of Jingmen Railway[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024.
  91. Cai K, Chen Z*, Guo H, et al. An Evaluative Baseline for Sentence-Level Semantic Division[J]. Machine Learning and Knowledge Extraction, 2024.
  92. Liang H, Wang S*, Li H, et al. Sponet: solve spatial optimization problem using deep reinforcement learning for urban spatial decision analysis[J]. International Journal of Digital Earth, 2024.
  93. Jaloliddinov J, Tian X, Bai Y*, et al. Large-Scale Cotton Classification under Insufficient Sample Conditions Using an Adaptive Feature Network and Sentinel-2 Imagery in Uzbekistan[J]. Agronomy, 2024.
  94. Li X, Yue J*, Wang S, et al. Development of Geographic Information System Architecture Feature Analysis and Evolution Trend Research[J]. Sustainability, 2024.
  95. Jaloliddinov J, Tian X, Bai Y*, et al. Large-Scale Cotton Classification under Insufficient Sample Conditions Using an Adaptive Feature Network and Sentinel-2 Imagery in Uzbekistan[J]. agronomy, 2023.
  96. Li X, Yue J*, Wang S, et al. Development of Geographic Information System Architecture Feature Analysis and Evolution Trend Research[J]. Sustainability, 2023.
  97. Chen X, Wang S*, Li H, et al. An attention model with multiple decoders for solving p-Center problems[J]. International Journal of Applied Earth Observation and Geoinformation, 2023.
  98. Jin X, Luan W, Yang J, et al. From the coast to the interior: global economic evolution patterns and mechanisms[J]. humanities and social sciences communications, 2023.
  99. Zhao Y, Cheng J*, Wang S, et al. Spatiotemporal Analytics of Environmental Sounds and Influencing Factors Based on Urban Sensor Network Data[J]. ISPRS International Journal of Geo-Information, 2023.
  100. Yu Q, Wei W*, Pan Z, et al. GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023.
  101. Nie S, Cai G*, He J, Wang S*, et al. Economic costs and environmental benefits of deploying CCUS supply chains at scale: Insights from the source–sink matching LCA–MILP approach[J]. Fuel, 2023.
  102. Lin S, Yao X, Liu X*, et al. MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds[J]. remote sensing, 2023.
  103. Wang S, Fu G*. Modelling soil moisture using climate data and normalized difference vegetation index based on nine algorithms in alpine grasslands[J]. Environmental Sciences, 2023.
  104. Yu W, Yang J*, Wu F, et al. Realistic characteristics and driving mechanisms of pseudo-human settlements in Chinese cities[J]. humanities and social sciences communications, 2023.
  105. Jin Q, Hu Q*, Zhao P, Wang S*, et al. An Improved Probabilistic Roadmap Planning Method for Safe Indoor Flights of Unmanned Aerial Vehicles[J]. drones, 2023.
  106. Gong X*, Peng S, Wang S, et al. Social Network Analysis of Nonprofits in Disaster Response: The Case of Twitter During the COVID-19 Pandemic in the United States[J]. Social Science Computer Review, 2023.
  107. 张羽民, 赵俊杰, 梅强, 刘希亮*, 等. 一种面向细粒度空气质量分指数(IAQI)预测的时空因果卷积模型[J]. 地球信息科学学报, 2023.
  108. Ji H, Wang J*, Zhu Y, et al. Spatial Distribution of Urban Parks’ Effect on Air Pollution-Related Health and the Associated Factors in Beijing City[J]. ISPRS International Journal of Geo-Information, 2022.
  109. Ma Y, Sun D, Liu W*, et al. Using a Remote-Sensing-Based Piecewise Retrieval Algorithm to Map Chlorophyll-a Concentration in a Highland River System[J]. Remote Sensing, 2022.
  110. Wang J, Zhao J, Sun H, Lu X, Huang J, Wang S, Fang G*. Satellite Remote Sensing Identification of Discolored Standing Trees for Pine Wilt Disease Based on Semi-Supervised Deep Learning[J]. Remote Sensing, 2022.
  111. Chen X, Wang S*, Li H, et al. Ndist2vec: Node with Landmark and New Distance to Vector Method for Predicting Shortest Path Distance along Road Networks[J]. ISPRS International Journal of Geo-Information, 2022.
  112. Ahmad M, Ghous U, Hong D, Khan A M*, et al. A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022.
  113. Lyu F, Wang S*, Han S Y, et al. An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data[J]. Urban Informatics, 2022.
  114. Lu S, Zhang W, Li J*, et al. Resource-based cities: Spatial structure and evolutionary identification based on nighttime light images[J]. Frontiers in Earth Science, 2022.
  115. Zhu Y, Wang J*, Meng B, et al. Quantifying Spatiotemporal Heterogeneities in PM2.5-Related Health and Associated Determinants Using Geospatial Big Data: A Case Study in Beijing[J]. Remote Sensing, 2022.
  116. Lin S, Zhao J, Li J, Liu X*, et al. A Spatial–Temporal Causal Convolution Network Framework for Accurate and Fine-Grained PM2.5 Concentration Prediction[J]. Entropy, 2022.
  117. Han F, Fu G*, Yu C, et al. Modeling Nutrition Quality and Storage of Forage Using Climate Data and Normalized-Difference Vegetation Index in Alpine Grasslands[J]. Remote Sensing, 2022.
  118. Ning H, Li Z, Ye X*, et al. Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation[J]. International Journal of Geographical Information Science, 2022.
  119. Ji H, Wang J*, Meng B, et al. Research on adaption to air pollution in Chinese cities: Evidence from social media-based health sensing[J]. Environmental research, 2022.
  120. Lin S, Zhang C, Ding L, Zhang J, Liu X*, et al. 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[J]. Remote Sensing, 2022.
  121. Liu X*, Zhao J, Lin S, et al. Fine-Grained Individual Air Quality Index (IAQI) Prediction Based on Spatial-Temporal Causal Convolution Network: A Case Study of Shanghai[J]. Atmosphere, 2022.
  122. Du J, Wang S, Ye X, et al. GIS-KG: building a large-scale hierarchical knowledge graph for geographic information science[J]. International Journal of Geographical Information Science, 2022.
  123. Zhou L, Hu F*, Wang B, et al. Relationship between urban landscape structure and land surface temperature: Spatial hierarchy and interaction effects[J]. Sustainable Cities and Society, 2022.
  124. Ren Z, Li Z, Wu F*, et al. Spatiotemporal Evolution of the Urban Thermal Environment Effect and Its Influencing Factors: A Case Study of Beijing, China[J]. ISPRS International Journal of Geo-Information, 2022.
  125. Liang H, Wang S*, Li H, et al. A Trade-Off Algorithm for Solving p-Center Problems with a Graph Convolutional Network[J]. ISPRS International Journal of Geo-Information, 2022.
  126. Li Z, Wu F, Ma H, Xu Z*, et al. Spatiotemporal Evolution and Relationship between Night Time Light and Land Surface Temperature: A Case Study of Beijing, China[J]. Land, 2022.
  127. Gu J, Wang Y, Ma J, Lu Y, Wang S, Li X*. An Estimation Method for PM2.5 Based on Aerosol Optical Depth Obtained from Remote Sensing Image Processing and Meteorological Factors[J]. Remote Sensing, 2022.
  128. Zhou Y*, Shi S, Wang S. A Multi-Agent Model-Based Evolutionary Model of Port Service Value Network and Decision Preferences[J]. Sustainability, 2022.
  129. Ren J, Yang J*, Zhang Y*, Xiao X, Xia J C, Li X, Wang S*. Exploring thermal comfort of urban buildings based on local climate zones[J]. Journal of Cleaner Production, 2022.
  130. Song S, Wang S*, Ye H, et al. Exploratory Analysis on the Spatial Distribution and Influencing Factors of Beitang Landscape in the Shangzhuang Basin[J]. Land, 2022.
  131. Huang J, Lu X, Chen L, Sun H, Wang S, Fang G*. Accurate identification of pine wood nematode disease with a deep convolution neural network[J]. Remote Sensing, 2022.
  132. Dong L, Jia Z, Zhang L, Wang S*. Obstacle Factors and Spatial Measurement of the Well-Being of the Elderly in China[J]. Sustainability, 2022.
  133. Lu Z, Gong H, Jin Q, Hu Q, Wang S*. A Transmission Tower Tilt State Assessment Approach Based on Dense Point Cloud from UAV-Based LiDAR[J]. Remote Sensing, 2022.
  134. Song Y, Ning H, Ye X*, et al. Analyze the usage of urban greenways through social media images and computer vision[J]. Environment and Planning B: Urban Analytics and City Science, 2022.
  135. Lyu F, Xu Z, Ma X, Wang S, Li Z, Wang S*. A vector-based method for drainage network analysis based on LiDAR data[J]. Computers & Geosciences, 2021.
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  137. Ye X*, Wang S, Lu Z, et al. Towards an AI-driven framework for multi-scale urban flood resilience planning and design[J]. Computational Urban Science, 2021.
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  12. Wang S*, Liang X, Zhou L, et al. Optimization of Site Selection for Free-Floating Shared Electric Vehicles Based on Deep Reinforcement Learning[C]. In 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI (UrbanAI24), October 29-November 1, 2024, Atlanta, GA, USA. ACM, New York, NY, USA, 7 pages., 2024.
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[1] 王少华著. 地理空间优化理论、方法和应用（Foundations、Methodologies and Applications of Geospatial Optimization）

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  2. Shaohua Wang. Learn to Solve the Spatial Optimization Decision with Deep Reinforcement Learning in SDGs. The 1st Youth Innovation Forum on Digital Earth. 2023-08-23—2023-08-24.
  3. 王少华.耦合大数据和人工智能的遥感智能计算进展. 第22届中国遥感大会国土资源遥感论坛. 2023-08-22.
  4. 王少华. 耦合时空大数据和人工智能的空间优化研究进展. ACM中国图灵大会（ACM TURC 2023）时空智能专题研讨会. 2023-07-30.
  5. 王少华. 耦合大数据和人工智能的高智能空间计算研究进展. 第三届空间信息技术应用大会社会遥感地理计算分论坛. 2023-07-14.
  6. Haojian Liang; Shaohua Wang*. A New Approach Based on Graph Neural Network for Solving p-center Problems, The 1st International Workshop on Methods, Models, and Resources for Geospatial Knowledge Graphs and GeoAI, Poznań, 2021-09-27—2021-09-30.
  7. Shaohua Wang. The New Generation Geoinformation System & Science, 2021年美国地理学家协会年会, 美国西雅图, 2021-04-07至2021-04-11.
  8. Shaohua Wang; Ershun Zhong; Hao Lu; Weiying Yun; Wenwen Cai. A Big Spatiotemporal Analytics Engine for Air Traffic Movement data, Analysis of Movement Data (AMD’18) workshop, GIScience, Melbourne, Australia, 2018-8-28—2018-8-30.
  9. Shaohua Wang. Spatiotemporal Study: Big Geospatial Data Challenges and Best Practices, 2018年美国地理学家协会年会, 美国新奥尔良, 2018-4-10至2018-4-14.
  10. Shaohua Wang. Comparative analysis for p-median problems, Leadership Workshop on Location Analytics in Business, University of California Santa Barbara, 2018-1-31—2018-2-2.