[1] Anqi Lin, Hengyuan Liu, Hao Wu*. A bi-directional flow weighted regression for interpreting social media sentiment identified by large language models. International Journal of Geographical Information Science, 2025, 40(4), 1189-1221.
[2] Anqi Lin, Bo Huang*, Hao Wu, Wenting Luo. An MIU-based deep embedded clustering model for urban functional zoningfrom remote sensing images and VGI data. International Journal of Applied Earth Observation and Geoinformation, 2024, 128:103689.
[3] Anqi Lin, Hao Wu*, Wenting Luo, Kaixuan Fan, He Liu. How does urban heat island differ across urban functional zones? Insights from 2D/3D urban morphology using geospatial big data. Urban Climate, 2023, 53: 101787.
[4] Anqi Lin, Xiaomeng Sun, Hao Wu*, Wenting Luo, Danyang Wang, Dantong Zhong, Zhongming Wang, Lanting Zhao, Jiang Zhu. Identifying urban building function by integrating remote sensing imagery and POI data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 8864-8875.
[5] Wu Xia1, Lin Anqi1, Li Yan1, Wu Hao*, Cen Luyu, Liu He, Song Danxia. Simulating spatiotemporal land use change in middle and high latitude regions using multiscale fusion and cellular automata: The case of Northeast China. Ecological Indicators, 2021, 133: 108449.
[6] Anqi Lin, Hao Wu*, Guanghua Liang, Abraham Cardenas-Tristan, Xia Wu, Chong Zhao, Dan Li. A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster. International Journal of Disaster Risk Reduction, 2020, 49: 101682.
[7] Hao Wu, Kaixuan Fan, Anqi Lin *, Liang Hong, Guo Wang, Jian Li. Pano2Cloud: enhancing street-view based point cloud by a dual-layer deep matching for 3D building facade reconstruction, International Journal of Geographical Information Science, 2026.
[8] Hao Wu, Jiayuan Li, Anqi Lin *. Learning from residuals: a knowledge-data-driven hybrid model for explaining the social-ecological inffuences on urban agglomeration resilience, Sustainable Cities and Society, 2026, 147: 107539.
[9] Hao Wu, Yan Li, Anqi Lin*, Hongchao Fan, Kaixuan Fan, Junyang Xie, Wenting Luo. A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges [J]. International Journal of Geographical Information Science, 2024, 38(11): 2183-2215.
[10] Kaixuan Fan, Anqi Lin*, Hao Wu, Zhenci Xu. Pano2Geo: An efficient and robust building height estimation model using street-view panoramas. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215: 177-191.
[11] Hao Wu, Wenting Luo, Anqi Lin*, Fanghua Hao, Ana-Maria Olteanu-Raimond, Lanfa Liu, Yan Li. SALT: A multifeature ensemble learning framework for mapping urban functional zones from VGI data and VHR images, Computers, Environment and Urban Systems, 2023, 100: 101921.
[12] Hao Wu, Wenting Shao, Yan Li *, Thomas Blaschke, Anqi Lin. Unraveling cross-scale driving mechanisms of ecosystem services trade-offs for metropolitan sustainable management: Insight from a three-level hierarchical linear model. Journal of Environmental Management, 2026, 413: 130384.
[13] Hao Wu *, Junyang Xie, Weihao Deng, Anqi Lin, Shariff Abdul Rashid Mohamed, Akmalov Shamshodbek, Wenbin Wu, Zhaoliang Li, Qiangyi Yu, Qunming Wang, Jian Zhang, Xin Mei, Qiong Hu, CT-HiffNet: A contour-texture hierarchical feature fusion network for cropland field parcel extraction from high-resolution remote sensing images, Computers and Electronics in Agriculture, 2025, 239:111010.
[14] Hao,Wu Zhimeng Jiang, *, Lianqi Zhu, , Anqi Lin, Han Zhou, Luyu Cen. Analyzing multiscale associations and couplings between integrated development and eco-environmental systems: A case study of the central plains urban agglomeration, China [J]. Applied Geography, 2024, 171:103387.
[15] Zhimeng Jiang, Hao Wu, Anqi Lin, Abdul Rashid Mohamed Shariff, Qiong Hu, Danxia Song, Wenchao Zhu. 2022. Optimizing the spatial pattern of land use in a prominent grain-producing area: a sustainable development perspective. Science of the Total Environment, 2022, 843:156971
[16] Hao Wu*, Anqi Lin, Xudong Xing, Danxia Song, Yan Li. Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method. International Journal of Applied Earth Observation and Geoinformation. 2021, 103: 102475.
[17] Hao Wu*, Anqi Lin, Keith C. Clarke, Wenzhong Shi, Abraham Cardenas-Tristan. A comprehensive quality assessment framework for linear features from Volunteered Geographic Information. International Journal of Geographical Information Science. 2020, 35(9): 1826-1847.
[18] Hao Wu, Zhen Li, Keith C. Clarke, Wenzhong Shi, Linchuan Fang*, Anqi Lin, Jie Zhou. Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change, International Journal of Geographical Information Science, 2019, 33(5): 1040-1061.
[19] 林安琪, 吴浩*, 韩磊, 岑鲁豫. 面向非洲猪瘟疫情的社交媒体信息提取与舆情挖掘[J]. 武汉大学学报(信息科学版), 2024, 49(10): 1800-1812.
[20] 谢君洋, 林安琪, 吴浩*, 吴紫薇, 吴文斌, 余强毅. 面向梯田遥感识别的JAM-R-CNN深度网络模型[J]. 遥感学报, 2024, 28(12): 3136-3146.
[21] 林安琪, 罗文庭, 吴浩*. 志愿者地理信息的点线面数据质量评价及其关联特征挖掘[J]. 武汉大学学报(信息科学版), 2023, 51 (01): 145-157.
[22] 李岩, 林安琪, 吴浩*, 吴霞, 岑鲁豫, 刘荷, 江志猛. 顾及空间尺度效应的城市土地利用变化精细化模拟[J]. 地理学报, 2022, 77(11): 2738-2756.
[23] 吴浩*, 江志猛, 林安琪, 朱文超, 王伟. 基于隐性—韧性—显性的城市资源环境承载力空间特征分析：以武汉市为例[J]. 地理学报, 2021, 76 (10): 2439-2457.
[24] 吴浩*, 吴霞, 王伟, 林安琪. 宋旦霞, 高聪. 2000年以来长江经济带土地利用时空演化分析与模拟研究[J]. 华中师范大学学报(自然科学版), 2019, 53 (05): 692-702.