Zhu, Q.; Ran, L.; Zhang, Y. & Guan, Q.* (2024) Integrating geographic knowledge into deep learning for spatiotemporal local climate zone mapping derived thermal environment exploration across Chinese climate zones. ISPRS Journal of Photogrammetry and Remote Sensing (SCI), 217: 53-75. DOI: 10.1016/j.isprsjprs.2024.08.004

Yang, N.; Deng, Z.; Hu, F.; Guan, Q.*; Chao, Y. & Wan, L. (2024). Urban Perception Assessment from Street View Images Based on a Multifeature Integration Encompassing Human Visual Attention. Annals of the American Association of Geographers (SSCI). DOI: 10.1080/24694452.2024.2363783

Zhou, X.; Wang, J.; Wang, J. & Guan, Q.* (2024) Predicting air quality using a multi-scale spatiotemporal graph attention network. Information Sciences (SCI), 680: 121072. DOI: 10.1016/j.ins.2024.121072

Li, Y.; Guan, Q.*; Gu, J. & Jiang. X. (2024) A deep reinforcement learning with dynamic spatio-temporal graph model for solving urban logistics delivery planning problems. International Journal of Digital Earth (SCI), 17(1): 2376273. DOI: 10.1080/17538947.2024.2376273

Guan, Q.; Li, J.; Zhai, Y.; Liang, X. & Yao, Y.* (2024) HashGAT-VCA: A vector cellular automata model with hash function and graph attention network for urban land-use change simulation. Landscape and Urban Planning (SCI&SSCI), 250: 105145. DOI: 10.1016/j.landurbplan.2024.105145

Yang, X.; Fan, X.; Su, Y.; Guan, Q.* & Tang, L. (2024) TR2RM: an urban road network generation model based on multisource big data. International Journal of Digital Earth (SCI), 17(1): 2344596. DOI: 10.1080/17538947.2024.2344596

Yang, X.; Yun, S.; Guan, Q.* & Gao, H. (2024) rupMC: a ray-unit parallel marching cubes algorithm on CPU/GPU heterogeneous architectures. International Journal of Digital Earth (SCI), 17(1): 2340583. DOI: 10.1080/17538947.2024.2340583

Liang, X.; Guo, S.; Huang, C.; Wang, B.; Xiao, Y.; He, J.; Li, Y.; Wang, M. & Guan, Q*. (2024) Modeling the Subpixel Land-Use Dynamics and Its Influence on Urban Heat Islands: Impacts of Factors and Scale, and Population Exposure Risk. Sustainable Cities and Society (SCI), 107: 105417. DOI: 10.1016/j.scs.2024.105417

Gao, H.#; Liang, Z.#; Guan, Q.*; Liang, X. & Zeng, W. (2024) A parallel framework on hybrid architectures for raster-based geospatial cellular automata models. International Journal of Geographical Information Science (SCI&SSCI). DOI: 10.1080/13658816.2024.2343776

Zhu, Q.; Huang, X. & Guan, Q.* (2024) TabCtNet: Target-aware bilateral CNN-transformer network for single object tracking in satellite videos. International Journal of Applied Earth Observation and Geoinformation (SCI), 128: 103723. DOI: 10.1016/j.jag.2024.103723

Zhu, Q.; Li, Z.; Song, T.; Yao, L.; Guan, Q.* & Zhang, L. (2024) Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents. ISPRS Journal of Photogrammetry and Remote Sensing (SCI), 209: 344-367. DOI: 10.1016/j.isprsjprs.2024.01.021

Yao, Y.; Jiang, Y.; Sun, Z.; Li, L.; Chen, D.; Xiong, K.; Dong, A.; Cheng, T.; Zhang, H.; Liang, X. & Guan, Q.* (2024) Applicability and sensitivity analysis of vector cellular automata model for land cover change. Computers, Environment and Urban Systems (SSCI), 109: 102090. DOI: 10.1016/j.compenvurbsys.2024.102090

Guan, Q.; Wang, J.; Ren, S.; Gao, H.; Liang, Z.; Wang, J. & Yao, Y.* (2024) Predicting short-term PM_2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network. International Journal of Geographical Information Science (SCI&SSCI), DOI: 10.1080/13658816.2024.2310737

Li Y.; Bai M.; Guan Q.*; Ming Z.; Liang X.; Liu G. & Gao J. (2023) CSD-RkNN: reverse k nearest neighbors queries with conic section discriminances. International Journal of Geographical Information Science (SCI&SSCI), 37(10): 2175-2204. DOI: 10.1080/13658816.2023.2249521

Gao, H.; Peng, X.; Guan, Q.*; Wang, J.; Liu, Z.; Yang, X. & Zeng, W. (2023) mcRPL: a general purpose parallel raster processing library on distributed heterogeneous architectures. International Journal of Geographical Information Science (SCI&SSCI), 37(9): 2043-2066. DOI: 10.1080/13658816.2023.2244550

Yao, Y.; Guo, Z.; Dou, C.; Jia, M.; Hong, Y.; Guan, Q.* & Luo, P.* (2023) Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism. Computers, Environment and Urban Systems (SSCI), 104: 102009. DOI: 10.1016/j.compenvurbsys.2023.102009

Liang, Z.; Wang, J.; Ren, S.; Yu, Y. & Guan, Q.* (2023). A novel framework for detecting non-recurrent road traffic anomalies by combining a temporal graph convolutional network and hierarchical time memory detector. Transactions in GIS (SSCI). DOI: 10.1111/tgis.13022

Guan, Q.; Zhou, J.; Wang, R.; Yao, Y.*; Qian, C.; Zhai, Y. & Ren, S. (2022) Understanding China’s urban functional patterns at the county scale by using time-series social media data. Journal of Spatial Science (SCI). DOI: 10.1080/14498596.2022.2125095

Yang, X.; Chen, J.; Guan, Q.*; Gao, H. & Xia, W. (2022) Enhanced Spatial-Temporal Savitzky-Golay Method for Reconstructing High-Quality NDVI Time Series: Reduced Sensitivity to Quality Flags and Improved Computational Efficiency. IEEE Transactions on Geoscience and Remote Sensing (SCI). DOI: 10.1109/TGRS.2022.3190475

Guan, Q.; Ren, S.; Chen, L.; Yao, Y.*; Hu, Y.; Wang, R.; Feng, B.; Gu, L. & Chen, W. (2022) Recognizing Multivariate Geochemical Anomalies Related to Mineralization by Using Deep Unsupervised Graph Learning. Natural Resources Research (SCI). DOI: 10.1007/s11053-022-10088-x

Zhu, Q.*; Lei, Y.; Sun, X.; Guan, Q.*; Zhong, Y.; Zhang, L. & Li, D. (2022) Knowledge-guided land pattern depiction for urban land use mapping: A case study of Chinese cities. Remote Sensing of Environment (SCI), 272 (2022) :112916. DOI: 10.1016/j.rse.2022.112916

Zhu, Q.; Guo, X.; Deng, W.; Guan, Q.*; Zhong Y.; Zhang, L. & Li, D. (2021) Land-Use/Land-Cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing (SCI), 184 (2022): 63-78. DOI: 10.1016/j.isprsjprs.2021.12.005

Guan, Q.; Yao, Y.*; Ma, T.*; Hong, Y.; Bei, Y. & Lyu, J. (2021) Under the Dome: A 3D Urban Texture Model and Its Relationship with Urban Land Surface Temperature. Annals of the American Association of Geographers (SSCI). DOI: 10.1080/24694452.2021.1972790

Zhu, Q.; Zhang, Y.; Li, Z.; Yan, X.; Guan, Q.*; Zhong, Y.; Zhang, L. & Li, D. (2021) Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. IEEE Transactions on Geoscience and Remote Sensing (SCI). DOI: 10.1109/TGRS.2021.3115492

Zhu, Q.; Chen, J.; Wang, L. & Guan, Q.* (2021) Proportion Estimation for Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High-Spatial Resolution Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (SCI). DOI:10.1109/JSTARS.2021.3119988

Pan, Y.; Zeng, W.; Guan, Q.*; Yao, Y.; Liang, X.; Zhai, Y. & Pu, S. (2021) Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data. Computers, Environment and Urban Systems (SSCI), 90(2021): 101702. DOI: 10.1016/j.compenvurbsys.2021.101702

Coulibaly, L. K.; Guan, Q.*; Assoma, T. V.; Fan, X. & Coulibaly, N. (2021) Coupling linear spectral unmixing and RUSLE2 to model soil erosion in the Boubo coastal watershed, Coˆte d’Ivoire. Ecological Indicators (SCI). 130(2021): 108092. DOI: 10.1016/j.ecolind.2021.108092

朱祺琪, 李真, 张亚男, 李佳伦, 杜禹强, 关庆锋*, 李德仁. (2021) 全局局部细节保持的深度条件随机场用于高分辨率遥感影像建筑物提取. 遥感学报 (EI). 25(7): 1422-1433. DOI: 10.11834/jrs.20210360

Guan, Q.; Ren, S.; Chen, L.; Feng, B. & Yao, Y.* (2021) A spatial-compositional feature fusion convolutional autoencoder for multivariate geochemical anomaly recognition. Computers & Geosciences (SCI), 156(2021): 104890. DOI: 10.1016/j.cageo.2021.104890

Gao, H.; Zhu, X.; Guan, Q.*; Yang, X.; Yao, Y.; Zeng, W. & Peng, X. (2021) cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units. IEEE Transactions on Geoscience and Remote Sensing (SCI). DOI: 10.1109/TGRS.2021.3080384

Yao, Y.; Wang, J.; Hong, Y.; Qian, C.; Guan, Q.*; Liang, X.; Dai, L. & Zhang, J. (2021) Discovering the homogeneous geographic domain of human perceptions from street view images. Landscape and Urban Planning (SCI&SSCI). 212 (2021) 104125. DOI: 10.1016/j.landurbplan.2021.104125

Zhu, Q.; Zhang, Y.; Wang, L.; Zhong, Y.; Guan, Q.*; Lu, X.; Zhang, L. & Li, D. (2021) A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery. ISPRS Journal of Photogrammetry and Remote Sensing (SCI), 175(2021): 353-365. DOI: 10.1016/j.isprsjprs.2021.03.016

Yao, Y.; Zhang, J.; Qian, C.; Wang, Y.; Ren, S.; Yuan, Z. & Guan, Q.* (2021) Delineating urban job-housing patterns at a parcel scale with street view imagery. International Journal of Geographical Information Science (SCI&SSCI). DOI: 10.1080/13658816.2021.1895170

Liang, X.; Guan, Q.*; Clarke, K.; Liu, S.; Wang, B. & Yao, Y. (2021). Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China. Computers, Environment and Urban Systems (SSCI). DOI: 10.1016/j.compenvurbsys.2020.101569

Yao, Y; Liu, Y.; Guan, Q.*; Hong, Y.*; Wang, R.; Wang R. & Liang, X. (2021). Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons. Computers, Environment and Urban Systems (SSCI). DOI: 10.1016/j.compenvurbsys.2020.101567

Liang, X.; Guan, Q.*; Clarke, K. C.; Chen, G.; Guo, S. & Yao, Y. (2021). Mixed-cell cellular automata: A new approach for simulating the spatio-temporal dynamics of mixed land use structures. Landscape and Urban Planning (SCI&SSCI). DOI: 10.1016/j.landurbplan.2020.103960