(1) Wu Hao, Shao Wenting, Li Yan*, Blaschke Thomas, Lin Anqi. 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.
(2) Wu Hao, Fan Kaixuan, Lin Anqi*, Hong Liang, Wang Guo, Li Jian. 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.
(3) Wu Hao, Li Jiayuan, Lin Anqi*. 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.
(4) Wu Hao*, Xie Junyang, Deng Weihao, Lin Anqi, Shariff Abdul Rashid Mohamed, Akmalov Shamshodbek, Wu Wenbin, Li Zhaoliang, Yu Qiangyi, Wang Qunming, Zhang Jian, Mei Xin, Hu Qiong, 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.
(5) Wu Hao, Jiang, Zhimeng*, Zhu, Lianqi, Lin, Anqi, Zhou, Han, Cen, Luyu. 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.
(6) Wu Hao, Li Yan, Lin Anqi*, Fan Hongchao, Fan Kaixuan, Xie Junyang, Luo Wenting. 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.
(7) Wu Hao, Luo Wenting, Lin Anqi*, Hao Fanghua, Olteanu-Raimond Ana-Maria, Liu Lanfa, Li Yan, SALT: A multifeature ensemble learning framework for mapping urban functional zones from VGI data and VHR images[J]. Computers, Environment and Urban Systems, 2023, 100: 101921.
(8) Wu Hao*, Lin Anqi, Xing Xudong, Song Danxia, Li Yan. Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method [J]. International Journal of Applied Earth Observation and Geoinformation, 2021, 103: 102475.
(9) Wu Hao*, Lin Anqi, Clarke Keith C., Shi Wenzhong, Cardenas-Tristan Abraham, Tu Zhenfa. A comprehensive quality assessment framework for linear features from Volunteered Geographic Information [J].International Journal of Geographical Information Science, 2021, 35(9):1826-1847.
(10) Wu Hao*, Zhang Xiang, Shi Wenzhong, Song Shaoxian, Cardenas-Tristan Abraham, Li Kui. An Accurate and Robust Region-Growing Algorithm for Plane Segmentation of TLS Point Clouds Using a Multiscale Tensor Voting Method [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(10): 4160-8.
(11) Wu Hao, Li Zhen, Clarke Keith C, Shi Wenzhong, Fang Linchuan*, Lin Anqi, Zhou Jie. Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change [J]. International Journal of Geographical Information Science, 2019, 33(5): 1040-61.
(12) Wu Hao, Yin Ya, Wang Shijie*, Shi Wenzhong, Clarke Keith C, Miao Zelang. Optimizing GPS-guidance transit route for cable crane collision avoidance using artificial immune algorithm [J]. GPS Solutions, 2017, 21(2): 823-34.
(13) Wu Hao, Li Kui, Shi Wenzhong*, Clarke Keith C, Zhang Jianhua, Li Hua. A wavelet-based hybrid approach to remove the flicker noise and the white noise from GPS coordinate time series [J]. GPS Solutions, 2015, 19(4): 511-23.
(14) Wu Hao*, Dong Yuanfeng, Shi Wenzhong, Clarke Keith C, Miao Zelang, Zhang Jianhua, Chen Xijiang. An improved fractal prediction model for forecasting mine slope deformation using GM (1, 1) [J]. Structural Health Monitoring-An International Journal, 2015, 14(5): 502-12.
(15) Wu Hao, Ye Luping, Shi Wenzhong*, Clarke Keith C. Assessing the effects of land use spatial structure on urban heat islands using HJ-1B remote sensing imagery in Wuhan, China [J]. International Journal of Applied Earth Observation and Geoinformation, 2014, 32(10): 67-78.
(16) Wu Hao, Cheng Zhiping, Shi Wenzhong*, Miao Zelang, Xu Chenchen. An object-based image analysis for building seismic vulnerability assessment using high-resolution remote sensing imagery [J]. Natural Hazards, 2014, 71(1): 151-74.
(17) Wu Hao*, Tao Jing, Li Xinping, Chi Xiuwen, Li Hua, Hua Xianghong, Yang Ronghua, Wang Sheng, Chen Nan. A location based service approach for collision warning systems in concrete dam construction [J]. Safety Science, 2013, 51(1): 338-46.
(18) Wu Hao*, Zhou Lu, Chi Xu, Li Yan, Sun Yurong. Quantifying and analyzing neighborhood configuration characteristics to cellular automata for land use simulation considering data source error [J]. Earth Science Informatics, 2012, 5(2): 77-86.
(19) Xie Junyang, Wu Hao*, Wu Wenbin, Hong Liang, He Lihua, Yu Qiangyi, Liu Lanfa, Lin Anqi, Som-ard Jaturong. A CNN-Transformer Hybrid Network With Boundary Guidance for Mapping Cropland Field Parcels From High-Resolution Remote Sensing Imagery, IEEE Transactions on Geoscience and Remote Sensing, 2026, 64: 4401122.
(20) Zheng liang, Wu Hao*, Lin Anqi, Lu Jianzhong, Chen Xiaoling, Climate change weakened the productivity benefits from the forestry ecological engineering projects-induced greening in China. International Journal of Applied Earth Observation and Geoinformation, 2026, 146: 105052.
(21) Li Yan, Wu Hao*, Blaschke Thomas, Pradhan Biswajeet, Shariff Abdul Rashid Bin Mohamed, Avtar Ram, Lin Anqi, Shao Wenting, Integrating future land use uncertainty and spatial scales into ecosystem service degradation risk assessment for urban ecological management[J]. Applied Geography, 2026,186:103860.
(22) Lin Anqi, Liu Hengyuan, Wu Hao*, A bi-directional flow weighted regression for interpreting social media sentiment identified by large language models[J]. International Journal of Geographical Information Science,2025:1-33.
(23) Liu Bingjie, Wu Wei, Wu Hao*, Ma Ailong, Hu Shaohua, Du Nianchun, Cui Xuan, Xie junyang. KERF: a knowledge-enhanced relearning framework for tailings pond detection from high-resolution remote sensing images[J]. GIScience & Remote Sensing, 2025, 62(1): 2541429.
(24) Xie Junyang, Zhang Mengyao, Wu Hao*, Lin Anqi, Adami Marcos, Abdul Rashid Mohamed Sharif, Guo Yahui. S2-IFNet: A spatial-semantic information fusion network integrated with boundary feature enhancement for forest land extraction from Sentinel-2 data. International Journal of Applied Earth Observation and Geoinformation, 2025, 139: 104505.
(25) Jiang Zhimeng, Wu Hao*, Xu Zhenci, Shen Fang, Jia Nan, Jincheng Huang, Anqi Lin. Optimizing land use spatial patterns to balance urban development and resource-environmental constraints: A case study of China's Central Plains Urban Agglomeration. Journal of Environmental Management, 2025, 380: 125173.
(26) Lin Anqi, Wu Hao*, Luo Wenting, Fan Kaixuan, Liu He. How does urban heat island differ across urban functional zones? Insights from 2D/3D urban morphology using geospatial big data[J]. Urban Climate, 2024, 53: 101787.
(27) Wang Xiaoyi, Wang Liguo, Wu Hao*, Wang Jiawen, Sun Kaipeng, Lin Anqi, Wang Qunming. A Double Dictionary-Based Nonlinear Representation Model for Hyperspectral Subpixel Target Detection [J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5524516.
(28) Wang Qunming, Zeng Jiang, Wu Hao*, Wang Jiawen, Sun Kaipeng. Self-Adaptive Low-Rank and Sparse Decomposition for Hyperspectral Anomaly Detection [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 03(15): 3672-3685.
(29) Lin Anqi, Sun Xiaomeng, Wu Hao*, Luo Wenting, Wang Danyang, Zhong Dantong, Wang Zhongming, Zhao Lanting, Zhu Jiang. Identifying Urban Building Function by Integrating Remote Sensing Imagery and POI Data [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14:8864-8875.
(30) Lin Anqi, Wu Hao*, Liang Guanhua, Cardenas-Tristan Abraham, Wu Xia, Zhao Chong, Li Dan. A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster [J]. International Journal of Disaster Risk Reduction, 2020, 49.
(31) Jiang Tingting, Zhang Jianhua, Wu Hao*. Experimental and numerical study on hydraulic fracture propagation in coalbed methane reservoir [J]. Journal of Natural Gas Science and Engineering, 2016, 35(455-67).
(32) 吴浩*,江志猛,林安琪,朱文超,王伟.基于隐性—韧性—显性的武汉城市资源环境承载力空间特征[J].地理学报,2021,76(10):2439-2457.
(33) 吴浩*, 常春慧, 昝军, 刘毅, 李珍. 基于百度大数据的城市洪涝应急物资需求估算方法及应用 [J]. 安全与环境学报, 2020, 20(05): 1829-35.
(34) 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.
(35) 吴浩*, 卢楠, 邹进贵, 郭世泰. GNSS变形监测时间序列的改进型3σ粗差探测方法 [J]. 武汉大学学报(信息科学版), 2019, 44(09): 1282-8.
(36) 吴浩, 曹庭泉, 花向红, 邹进贵, 史文中, 卢楠. GNSS时间序列中随机漫步消噪的改进半软阈值算法及其评估 [J]. 测绘学报, 2017, 45(S2): 22-30.
(37) 吴浩, 程志萍, 史文中, 周璐. 遥感云分类不确定性的多维混合熵模型评价 [J]. 测绘科学, 2016, 41(05): 50-4.
(38) 吴浩, 黄创, 张建华, 叶海旺, 黎华, 鲍光明. GNSS/GIS集成的露天矿高边坡变形监测系统研究与应用 [J]. 武汉大学学报(信息科学版), 2015, (05): 706-10.
(39) 吴浩, 阮明浩, 张宏, 张建华, 叶海旺, 董元锋. 小样本监测信息露天矿边坡变形预测模型对比分析 [J]. 武汉理工大学学报(交通科学与工程版), 2014, 38(3): 544-6,51.
(40) 吴浩, 李岩, 史文中, 陈晓玲, 付东杰. 遗传算法支持下土地利用空间分形特征尺度域的识别 [J]. 生态学报, 2014, 34(7): 1822-30.
(41) 吴浩, 李奎, 陶婧, 张建华, 叶海旺, 艾晓宗, 黎华, 鲍光明. 基于GNSS的露天矿牙轮钻机钻孔导航定位模型与系统研究 [J]. 爆破, 2014, (03): 47-51.
(42) 吴浩, 周璐, 史文中, 陈晓玲, 杨海生, 程志萍, 叶露萍. 基于正交试验设计的土地利用变化元胞自动机模拟过程的尺度敏感性分析 [J]. 地理科学, 2013, 33(10): 1252-8.
(43) 吴浩*, 周璐, 陈晓玲, 蔡晓斌, 袁凌云, 严冬. 基于间隙度维数的城市土地利用聚簇格局模拟分析 [J]. 华中师范大学学报(自然科学版), 2012, 46(2): 235-8.
(44) 吴浩, 袁凌云, 李新平, 吴基昌, 李方平, 池秀文, 黎华, 陶婧. 面向大坝混凝土浇筑的缆机安全防撞系统设计及应用 [J]. 安全与环境学报, 2012, 12(4): 177-80.
(45) 吴浩, 陶婧, 林丹, 周献忠, 李新平, 黎华. 支持大型水电站缆机吊装施工的安全监控平台研究 [J]. 武汉理工大学学报, 2012, 34(10): 127-31.
(46) 吴浩, 王乾坤, 刘昆玉, 王冉, 周立雄. GPS支持下的智能碾压车载终端系统研究——以高速客运专线路基施工为例 [J]. 测绘通报, 2010, (5): 13-6.
(47) 吴浩, 王乾坤, 陈沁, 李岩. 基于GPS/GIS集成大坝碾压施工监控平台研究 [J]. 武汉理工大学学报, 2009, 31(15): 45-8.
(48) 吴浩, 陈晓玲, 蔡晓斌, 戴健钊, 李清清. 基于组合分形模型的土地利用时空演变研究 [J]. 武汉理工大学学报, 2008, 30(1): 154-7.
(49) 吴浩, 花向红, 王佩军, 邴玉旭. 基于RS和GIS的城市绿地评估系统的一种模式 [J]. 地理空间信息, 2005, 3(1): 18-20.
(50) 吴浩, 花向红, 王新洲, 周庆俊. 轨道交通中线测设统一数学模型的建立 [J]. 武汉大学学报(信息科学版), 2002, 27(5): 478-82.
(51) 郑粮, 吴浩*, 林安琪, 申芳, 姜婷. 长江中游总初级生产力对干旱胁迫的响应程度及敏感性研究. 华中师范大学学报(自然科学版), 2025,1-21.
(52) 谢君洋,王轶,黎孟琦, 余强毅, 吴文斌, 吴浩*.基于时序遥感影像和深度学习的奈曼旗地区农田利用现状分析[J].地球科学进展,2025,40(12):1307-1322.
(53) 李岩, 吴浩*,朱连奇,王茵, 邵文婷.基于土地利用变化多情景模拟的郑州市生态系统服务退化风险识别及其启示[J].自然资源学报,2025,40(02):493-513.
(54) 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/OL].武汉大学学报(信息科学版),1-15[2023-12-10].
(55) 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.
(56) 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, 11: 2738-2756.
(57) 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/OL].武汉大学学报(信息科学版):2022:1-27.
(58) 刘冰洁,邢旭东,吴浩*,胡少华,昝军.深度学习支持下的尾矿库遥感识别方法[J].测绘科学,2021,46(12):129-139.
(59) 张祥,吴浩*, 张建华, 黄刚, 卢楠. GPS与激光测距集成的露天矿牙轮钻穿孔系统研究 [J]. 爆破, 2019, 36(02): 72-7.
(60) 瞿美仙,吴浩*, 昝军, 刘毅. 基于模糊层次分析法的湖北某尾矿库风险评价 [J]. 中国矿业, 2019, 28(S2): 148-53.
(61) 吴彩保, 陈西江,吴浩*. 顾及最佳搜索邻域的三维激光扫描变形监测方法 [J]. 武汉理工大学学报, 2016, (9): 72-6.
(62) 张建新,吴浩*, 袁凌云, 冷永辉, 戴健钊. 内陆湖泊水深测量的几何内插法与遥感反演法的对比研究 [J]. 测绘科学, 2014, 39(2): 150-3.
(63) 叶露萍,吴浩*, 李岩, 赵晓军, 张佳伟, 尤南山, 崔巍, 黄解军. 分形理论支持下的城市土地利用热环境效应研究——以武汉市为例 [J]. 华中师范大学学报(自然科学版), 2013, 47(04): 578-82.
(64) 吴尚岐, 胡琼, 蔡志文, 魏浩东, 张磊, 杨子恒, 宋旦霞, 余强毅, 吴浩, 吴文斌. 基于多源遥感和多分支时空特征融合网络的高标准农田建设地块形态变化. 农业工程学报, 2025, 41(21): 212-221.
(65) 马瑞晨，杨镕畅，张雅馨，张璇，郭亚会，吴浩，郝芳华. 1981—2010年湖北省水稻物候期和产量变化分析. 中国农业信息,2025:1-15.
(66) 余强毅，吴文斌，吴浩等.高标准农田遥感监测技术：发展现状、差距分析和发展建议[J].遥感学报，2025(5)：1053-1073.
(67) 熊巨华,吴浩,高阳,蔡顺,梁丹,于文凭. 遥感科学十年:自然科学基金项目申请资助、研究成果与发展挑战[J]. 遥感学报,2023,27(04):821-830.
(68) 熊巨华,高阳,周永强,吴浩,李鑫,梁丹,于文凭,马美红,王晓锋,蔡顺. 自然科学基金视角下湖泊科学发展态势与研究前沿[J]. 地理研究,2023,42(04):1088-1100.
(69) 高阳,吴浩,李鑫,蔡顺,熊巨华. 国家自然科学基金“土地科学和自然资源管理”申请代码领域研究格局、热点透视与发展展望[J]. 自然资源学报,2022,37(12):3049-3059.
(70) 熊巨华,高阳,吴浩,孙维君,刘小茜,刘建宝,杨刚,张中浩,毛德华. 国家自然科学基金视角下地理科学融合发展路径探索[J]. 地理学报,2022,77(08):1839-1850.
(71) 熊巨华,刘建宝,高阳, 吴浩. 国家自然科学基金地理科学方向助力中国科技考古的实践与展望[J]. 科学通报,2022,67(08):707-713.
(72) 高阳,熊巨华, 吴浩,张中浩,刘建宝,李鑫. 2021年度自然科学基金申请书关键词透视地理科学研究前沿热点与发展方向[J]. 地理科学,2022,42(01):15-30.
(73) 张祥,杨剑, 吴浩,王昱人,郭世泰,瞿美仙. 利用多尺度张量投票的建筑立面分割方法[J]. 武汉大学学报(信息科学版),2021,46(03):348-352.
(74) 张祥, 杨剑, 吴浩, 王昱人, 郭世泰, 瞿美仙. 基于多尺度张量投票的建筑立面分割方法 [J]. 武汉大学学报(信息科学版), 2019, 1-6.
(75) 刘沐宇, 梁磊, 吴浩, 徐刚, 李倩. 海洋桥梁工程全寿命管理维护战略探讨 [J]. 中国工程科学, 2019, 21(03): 25-30.
(76) 陈西江, 章涛, 花向红, 吴浩, 余科根, 安庆. 基于熵函数的点云变形可靠性评价指标确定 [J]. 大地测量与地球动力学, 2018, 38(4): 402-6.
(77) 陈西江, 张小平, 章涛, 吴浩, 安庆. 利用误差熵确定激光点云变形可监测指标 [J]. 武汉大学学报(信息科学版), 2018, 43(11): 1681-7.
(78) 花向红, 王新洲, 田玉刚, 沈彦文, 吴浩, 陆家驹. 轨道交通一号线一期工程线路定线测量技术研究 [J]. 工程勘察, 2001, (6): 49-52.