Extracting urban impervious surface from GF-1 imagery using one-class classifiers. - Yao Yao 004; Jialv He; Jinbao Zhang 001; Yatao Zhang (CoRR, 2017)

Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. - Yao Yao 004; Xiaoping Liu 001; Dachuan Zhang; Zhaotang Liang; Yatao Zhang (CoRR, 2017)

Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. - Yao Yao 004; Haolin Liang; Xia Li 001; Jinbao Zhang 001; Jialv He (CoRR, 2017)

Classifying urban land use by integrating remote sensing and social media data. - Xiaoping Liu 001; Jialv He; Yao Yao 004; Jinbao Zhang 001; Haolin Liang; Huan Wang 007; Ye Hong (Int. J. Geogr. Inf. Sci., 2017)

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. - Yao Yao 004; Xiaoping Liu 001; Xia Li 001; Penghua Liu; Ye Hong; Yatao Zhang; Ke Mai (Int. J. Geogr. Inf. Sci., 2017)

Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model. - Yao Yao 004; Xia Li 001; Xiaoping Liu 001; Penghua Liu; Zhaotang Liang; Jinbao Zhang 001; Ke Mai (Int. J. Geogr. Inf. Sci., 2017)

Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. - Yao Yao 004; Xiaoping Liu 001; Xia Li 001; Jinbao Zhang 001; Zhaotang Liang; Ke Mai; Yatao Zhang (Int. J. Geogr. Inf. Sci., 2017)

Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques. - Jialv He; Xia Li 001; Yao Yao 004; Ye Hong; Jinbao Zhang 001 (Int. J. Geogr. Inf. Sci., 2018)

Temporal and Spatial Analyses of the Landscape Pattern of Wuhan City Based on Remote Sensing Images. - Jianjun Lv; Teng Ma; Zhiwen Dong; Yao Yao 004; Zehao Yuan (ISPRS Int. J. Geo Inf., 2018)

Mapping fine-scale urban housing prices by fusing remotely sensed imagery and social media data. - Yao Yao 004; Jinbao Zhang 001; Ye Hong; Haolin Liang; Jialv He (Trans. GIS, 2018)

Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. - Yao Yao 004; Ye Hong; Daiqiang Wu; Yatao Zhang; Qingfeng Guan 001 (Comput. Environ. Urban Syst., 2018)

Analyzing the Effects of Rainfall on the Urban Traffic Congestion Bottlenecks by Using Floating Car Data. - Yao Yao 004; Daiqiang Wu; Jian Yang 010; Xuguo Shi; Lin Du; Yuyang Cai (IGARSS, 2019)

A human-machine adversarial scoring framework for urban perception assessment using street-view images. - Yao Yao 004; Zhaotang Liang; Zehao Yuan; Penghua Liu; Yongpan Bie; Jinbao Zhang 001; Ruoyu Wang 011; Jiale Wang; Qingfeng Guan 001 (Int. J. Geogr. Inf. Sci., 2019)

Hierarchical community detection and functional area identification with OSM roads and complex graph theory. - Ye Hong; Yao Yao 004 (Int. J. Geogr. Inf. Sci., 2019)

Detecting clusters over intercity transportation networks using K-shortest paths and hierarchical clustering: a case study of mainland China. - Hanqiu Yue; Qingfeng Guan 001; Yongting Pan; Lirong Chen; Jianjun Lv; Yao Yao 004 (Int. J. Geogr. Inf. Sci., 2019)

Geospatial Big Data: New Paradigm of Remote Sensing Applications. - Xingdong Deng; Penghua Liu; Xiaoping Liu 001; Ruoyu Wang 011; Yuanying Zhang; Jialv He; Yao Yao 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Fine-scale intra- and inter-city commercial store site recommendations using knowledge transfer. - Yao Yao 004; Penghua Liu; Ye Hong; Zhaotang Liang; Ruoyu Wang 011; Qingfeng Guan 001; Jingmin Chen (Trans. GIS, 2019)

Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique. - Ruoyu Wang 011; Ye Liu; Yi Lu 012; Jinbao Zhang 001; Penghua Liu; Yao Yao 004; George Grekousis (Comput. Environ. Urban Syst., 2019)

Functional urban land use recognition integrating multi-source geospatial data and cross-correlations. - Yatao Zhang; Qingquan Li; Wei Tu 001; Ke Mai; Yao Yao 004; Yiyong Chen (Comput. Environ. Urban Syst., 2019)

Delineating Mixed Urban "Jobs-Housing" Patterns at a Fine Scale by Using High Spatial Resolution Remote-Sensing Imagery. - Yao Yao 004; Chen Qian 007; Ye Hong; Qingfeng Guan 001; Jingmin Chen; Liangyang Dai; Zhangwei Jiang; Xun Liang 002 (Complex., 2020)

Understanding the drivers of sustainable land expansion using a patch-level simulation model: A case study in Wuhan, China. - Xun Liang 002; Qingfeng Guan 001; Keith C. Clarke; Shishi Liu; Bingyu Wang; Yao Yao 004 (CoRR, 2020)

Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata. - Yaqian Zhai; Yao Yao 004; Qingfeng Guan 001; Xun Liang 002; Xia Li 001; Yongting Pan; Hanqiu Yue; Zehao Yuan; Jianfeng Zhou (Int. J. Geogr. Inf. Sci., 2020)

Analyzing the Effects of Rainfall on Urban Traffic-Congestion Bottlenecks. - Yao Yao 004; Daiqiang Wu; Ye Hong; Dongsheng Chen; Zhaotang Liang; Qingfeng Guan 001; Xun Liang 002; Liangyang Dai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Extracting Building Contour and Level by Coupling U-net and Single-View High-Resolution Remote Sensing Images. - Kaihu Du; Boyang Cui; Yao Yao 004; Yuyang Cai; Yaqian Zhai; Qingfeng Guan 001 (SpatialDI, 2021)

UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level. - Yao Yao 004; Linlong Li; Zhaotang Liang; Tao Cheng 004; Zhenhui Sun; Peng Luo 001; Qingfeng Guan 001; Yaqian Zhai; Shihao Kou; Yuyang Cai; Lefei Li; Xinyue Ye (CoRR, 2021)

A spatial-compositional feature fusion convolutional autoencoder for multivariate geochemical anomaly recognition. - Qingfeng Guan 001; Shuliang Ren; Lirong Chen; Bin Feng; Yao Yao 004 (Comput. Geosci., 2021)

Delineating urban job-housing patterns at a parcel scale with street view imagery. - Yao Yao 004; Jiaqi Zhang; Chen Qian 007; Yu Wang 154; Shuliang Ren; Zehao Yuan; Qingfeng Guan 001 (Int. J. Geogr. Inf. Sci., 2021)

The Traj2Vec model to quantify residents' spatial trajectories and estimate the proportions of urban land-use types. - Jinbao Zhang 001; Xia Li 001; Yao Yao 004; Ye Hong; Jialyu He; Zhangwei Jiang; Jianchao Sun (Int. J. Geogr. Inf. Sci., 2021)

Extracting the Tailings Ponds from High Spatial Resolution Remote Sensing Images by Integrating a Deep Learning-Based Model. - Jianjun Lyu; Ying Hu; Shuliang Ren; Yao Yao 004; Dan Ding; Qingfeng Guan 001; Liufeng Tao (Remote. Sens., 2021)

Accurate Estimation of the Proportion of Mixed Land Use at the Street-Block Level by Integrating High Spatial Resolution Images and Geospatial Big Data. - Jialyu He; Xia Li 001; Penghua Liu; Xinxin Wu; Jinbao Zhang 001; Dachuan Zhang; Xiaojuan Liu; Yao Yao 004 (IEEE Trans. Geosci. Remote. Sens., 2021)

Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China. - Xun Liang 002; Qingfeng Guan 001; Keith C. Clarke; Shishi Liu; Bingyu Wang; Yao Yao 004 (Comput. Environ. Urban Syst., 2021)

Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data. - Yongting Pan; Wen Zeng; Qingfeng Guan 001; Yao Yao 004; Xun Liang 002; Yaqian Zhai; Shengyan Pu (Comput. Environ. Urban Syst., 2021)

Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons. - Yao Yao 004; Yifei Liu; Qingfeng Guan 001; Ye Hong; Ruifan Wang; Ruoyu Wang 011; Xun Liang 002 (Comput. Environ. Urban Syst., 2021)

Classifying land-use patterns by integrating time-series electricity data and high-spatial resolution remote sensing imagery. - Yao Yao 004; Xiaoqin Yan; Peng Luo 001; Yuyun Liang; Shuliang Ren; Ying Hu; Jian Han; Qingfeng Guan 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

RunnerDNA: Interpretable indicators and model to characterize human activity pattern and individual difference. - Yao Yao 004; Zhuolun Wang; Peng Luo 001; Hanyu Yin; Ziqi Liu; Jiaqi Zhang; Nengjing Guo; Qingfeng Guan 001 (CoRR, 2022)

VecLI: A framework for calculating vector landscape indices considering landscape fragmentation. - Yao Yao 004; Tao Cheng 004; Zhenhui Sun; Linlong Li; Dongsheng Chen; Ziheng Chen 011; Jianglin Wei; Qingfeng Guan 001 (Environ. Model. Softw., 2022)

Estimating urban functional distributions with semantics preserved POI embedding. - Weiming Huang 001; Lizhen Cui; Meng Chen 003; Daokun Zhang; Yao Yao 004 (Int. J. Geogr. Inf. Sci., 2022)

cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units. - Huan Gao; Xiaolin Zhu 001; Qingfeng Guan 001; Xue Yang 002; Yao Yao 004; Wen Zeng; Xuantong Peng (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm. - Yao Yao 004; Siqi Lei; Zijin Guo; Yuanyuan Li; Shuliang Ren; Zhihang Liu; Qingfeng Guan 001; Peng Luo 001 (Int. J. Geogr. Inf. Sci., 2023)

Cover Image. - Yao Yao 004; Chenqi Feng; Jiteng Xie; Xiaoqin Yan; Qingfeng Guan 001; Jian Han; Jiaqi Zhang; Shuliang Ren; Yuyun Liang; Peng Luo 001 (Trans. GIS, 2023)

A site selection framework for urban power substation at micro-scale using spatial optimization strategy and geospatial big data. - Yao Yao 004; Chenqi Feng; Jiteng Xie; Xiaoqin Yan; Qingfeng Guan 001; Jian Han; Jiaqi Zhang; Shuliang Ren; Yuyun Liang; Peng Luo 001 (Trans. GIS, 2023)

Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism. - Yao Yao 004; Zijin Guo; Chen Dou; Minghui Jia; Ye Hong; Qingfeng Guan 001; Peng Luo 001 (Comput. Environ. Urban Syst., 2023)

Unsupervised land-use change detection using multi-temporal POI embedding. - Yao Yao 004; Qia Zhu; Zijin Guo; Weiming Huang 001; Yatao Zhang; Xiaoqin Yan; Anning Dong; Zhangwei Jiang; Hong Liu; Qingfeng Guan 001 (Int. J. Geogr. Inf. Sci., 2023)

Fine-grained regional economic forecasting for a megacity using vector-based cellular automata. - Yao Yao 004; Haoyan Zhang; Zhenhui Sun; Linlong Li; Tao Cheng 004; Ying Jiang; Qingfeng Guan 001; Dongsheng Chen (Int. J. Appl. Earth Obs. Geoinformation, 2023)

A multimodal data fusion model for accurate and interpretable urban land use mapping with uncertainty analysis. - Xiaoqin Yan; Zhangwei Jiang; Peng Luo 001; Hao Wu; Anning Dong; Fengling Mao; Ziyin Wang; Hong Liu; Yao Yao 004 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Applicability and sensitivity analysis of vector cellular automata model for land cover change. - Yao Yao 004; Ying Jiang; Zhenhui Sun; Linlong Li; Dongsheng Chen; Kailu Xiong; Anning Dong; Tao Cheng 004; Haoyan Zhang; Xun Liang 002; Qingfeng Guan 001 (Comput. Environ. Urban Syst., 2024)

Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China. - Wei Tu 001; Wei Gao; Mingxiao Li 001; Yao Yao 004; Biao He; Zhengdong Huang; Jie Zhang 123; Renzhong Guo (Int. J. Geogr. Inf. Sci., 2024)

Predicting short-term PM 2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network. - Qingfeng Guan 001; Jingyi Wang; Shuliang Ren; Huan Gao; Zhewei Liang; Junyi Wang; Yao Yao 004 (Int. J. Geogr. Inf. Sci., 2024)

Estimating China's poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques. - Yao Yao 004; Jianfeng Zhou; Zhenhui Sun; Qingfeng Guan 001; Zhiqiang Guo; Yin Xu; Jinbao Zhang 001; Ye Hong; Yuyang Cai; Ruoyu Wang 011 (Geo spatial Inf. Sci., 2024)

DCAI-CLUD: a data-centric framework for the construction of land-use datasets. - Hao Wu; Zhangwei Jiang; Anning Dong; Ronghui Gao; Xiaoqin Yan; Zhihui Hu; Fengling Mao; Hong Liu; Pengxuan Li; Peng Luo 001; Zijin Guo; Qingfeng Guan 001; et al. (Int. J. Geogr. Inf. Sci., 2024)

Automated external defibrillator location selection considering myocardial infarction risk and medical resources. - Yao Yao 004; Ledi Shao; Hanyu Yin; Changwu Xu; Zihao Guo; Honghuang Chen; Junyi Cheng; Xiaotong Zhang; Jiteng Xie; Chenqi Feng; Qingfeng Guan 001; Peng Luo 001 (Trans. GIS, 2024)

Predicting the locations of missing persons in China by using NGO data and deep learning techniques. - Anning Dong; Yatao Zhang; Zijin Guo; Peng Luo 001; Yao Yao 004; Jialyu He; Qia Zhu; Ying Jiang; Kailu Xiong; Qingfeng Guan 001 (Int. J. Digit. Earth, 2024)

Evaluation and Spatial Optimization Model of Urban Medical Resource Distribution Considering Equity and Efficiency. - Yao Yao 004; Yujia Wang; Lin Liang; Xiaoqin Yan; Anning Dong; Qingfeng Guan 001; Peng Luo 001 (Trans. GIS, 2025)

Explainable Mapping of the Irregular Land Use Parcel With a Data Fusion Deep-Learning Model. - Yao Yao 004; Ronghui Gao; Hao Wu; Anning Dong; Zhihui Hu; Yueheng Ma; Qingfeng Guan 001; Peng Luo 001 (IEEE Trans. Geosci. Remote. Sens., 2025)