Yao Yao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Cellular Automata

Top Venues

Int. J. Geogr. Inf. Sci.

Comput. Environ. Urban Syst.

Publications

Wei Tu, Wei Gao, Mingxiao Li, Yao Yao, Biao He, Zhengdong Huang, Jie Zhang, Renzhong Guo
Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China. Int. J. Geogr. Inf. Sci. 38 (2) (2024)
Xiaoqin Yan, Zhangwei Jiang, Peng Luo, Hao Wu, Anning Dong, Fengling Mao, Ziyin Wang, Hong Liu, Yao Yao
A multimodal data fusion model for accurate and interpretable urban land use mapping with uncertainty analysis. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Yao Yao, Ying Jiang, Zhenhui Sun, Linlong Li, Dongsheng Chen, Kailu Xiong, Anning Dong, Tao Cheng, Haoyan Zhang, Xun Liang, Qingfeng Guan
Applicability and sensitivity analysis of vector cellular automata model for land cover change. Comput. Environ. Urban Syst. 109 (2024)
Qingfeng Guan, Jingyi Wang, Shuliang Ren, Huan Gao, Zhewei Liang, Junyi Wang, Yao Yao
concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network. Int. J. Geogr. Inf. Sci. 38 (4) (2024)
Yao Yao, Chenqi Feng, Jiteng Xie, Xiaoqin Yan, Qingfeng Guan, Jian Han, Jiaqi Zhang, Shuliang Ren, Yuyun Liang, Peng Luo
Cover Image. Trans. GIS 27 (6) (2023)
Yao Yao, Qia Zhu, Zijin Guo, Weiming Huang, Yatao Zhang, Xiaoqin Yan, Anning Dong, Zhangwei Jiang, Hong Liu, Qingfeng Guan
Unsupervised land-use change detection using multi-temporal POI embedding. Int. J. Geogr. Inf. Sci. 37 (11) (2023)
Yao Yao, Zijin Guo, Chen Dou, Minghui Jia, Ye Hong, Qingfeng Guan, Peng Luo
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism. Comput. Environ. Urban Syst. 104 (2023)
Yao Yao, Haoyan Zhang, Zhenhui Sun, Linlong Li, Tao Cheng, Ying Jiang, Qingfeng Guan, Dongsheng Chen
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Yao Yao, Siqi Lei, Zijin Guo, Yuanyuan Li, Shuliang Ren, Zhihang Liu, Qingfeng Guan, Peng Luo
Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm. Int. J. Geogr. Inf. Sci. 37 (6) (2023)
Yao Yao, Chenqi Feng, Jiteng Xie, Xiaoqin Yan, Qingfeng Guan, Jian Han, Jiaqi Zhang, Shuliang Ren, Yuyun Liang, Peng Luo
A site selection framework for urban power substation at micro-scale using spatial optimization strategy and geospatial big data. Trans. GIS 27 (6) (2023)
Yao Yao, Tao Cheng, Zhenhui Sun, Linlong Li, Dongsheng Chen, Ziheng Chen, Jianglin Wei, Qingfeng Guan
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation. Environ. Model. Softw. 149 (2022)
Yao Yao, Xiaoqin Yan, Peng Luo, Yuyun Liang, Shuliang Ren, Ying Hu, Jian Han, Qingfeng Guan
Classifying land-use patterns by integrating time-series electricity data and high-spatial resolution remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 106 (2022)
Huan Gao, Xiaolin Zhu, Qingfeng Guan, Xue Yang, Yao Yao, Wen Zeng, Xuantong Peng
cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yao Yao, Zhuolun Wang, Peng Luo, Hanyu Yin, Ziqi Liu, Jiaqi Zhang, Nengjing Guo, Qingfeng Guan
RunnerDNA: Interpretable indicators and model to characterize human activity pattern and individual difference. CoRR (2022)
Weiming Huang, Lizhen Cui, Meng Chen, Daokun Zhang, Yao Yao
Estimating urban functional distributions with semantics preserved POI embedding. Int. J. Geogr. Inf. Sci. 36 (10) (2022)
Qingfeng Guan, Shuliang Ren, Lirong Chen, Bin Feng, Yao Yao
A spatial-compositional feature fusion convolutional autoencoder for multivariate geochemical anomaly recognition. Comput. Geosci. 156 (2021)
Jinbao Zhang, Xia Li, Yao Yao, Ye Hong, Jialyu He, Zhangwei Jiang, Jianchao Sun
The Traj2Vec model to quantify residents' spatial trajectories and estimate the proportions of urban land-use types. Int. J. Geogr. Inf. Sci. 35 (1) (2021)
Jialyu He, Xia Li, Penghua Liu, Xinxin Wu, Jinbao Zhang, Dachuan Zhang, Xiaojuan Liu, Yao Yao
Accurate Estimation of the Proportion of Mixed Land Use at the Street-Block Level by Integrating High Spatial Resolution Images and Geospatial Big Data. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Yao Yao, Yifei Liu, Qingfeng Guan, Ye Hong, Ruifan Wang, Ruoyu Wang, Xun Liang
Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons. Comput. Environ. Urban Syst. 85 (2021)
Yongting Pan, Wen Zeng, Qingfeng Guan, Yao Yao, Xun Liang, Yaqian Zhai, Shengyan Pu
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data. Comput. Environ. Urban Syst. 90 (2021)
Jianjun Lyu, Ying Hu, Shuliang Ren, Yao Yao, Dan Ding, Qingfeng Guan, Liufeng Tao
Extracting the Tailings Ponds from High Spatial Resolution Remote Sensing Images by Integrating a Deep Learning-Based Model. Remote. Sens. 13 (4) (2021)
Yao Yao, Linlong Li, Zhaotang Liang, Tao Cheng, Zhenhui Sun, Peng Luo, Qingfeng Guan, Yaqian Zhai, Shihao Kou, Yuyang Cai, Lefei Li, Xinyue Ye
UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level. CoRR (2021)
Xun Liang, Qingfeng Guan, Keith C. Clarke, Shishi Liu, Bingyu Wang, Yao Yao
Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China. Comput. Environ. Urban Syst. 85 (2021)
Kaihu Du, Boyang Cui, Yao Yao, Yuyang Cai, Yaqian Zhai, Qingfeng Guan
Extracting Building Contour and Level by Coupling U-net and Single-View High-Resolution Remote Sensing Images. SpatialDI (2021)
Yao Yao, Jiaqi Zhang, Chen Qian, Yu Wang, Shuliang Ren, Zehao Yuan, Qingfeng Guan
Delineating urban job-housing patterns at a parcel scale with street view imagery. Int. J. Geogr. Inf. Sci. 35 (10) (2021)
Xun Liang, Qingfeng Guan, Keith C. Clarke, Shishi Liu, Bingyu Wang, Yao Yao
Understanding the drivers of sustainable land expansion using a patch-level simulation model: A case study in Wuhan, China. CoRR (2020)
Yaqian Zhai, Yao Yao, Qingfeng Guan, Xun Liang, Xia Li, Yongting Pan, Hanqiu Yue, Zehao Yuan, Jianfeng Zhou
Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata. Int. J. Geogr. Inf. Sci. 34 (7) (2020)
Yao Yao, Chen Qian, Ye Hong, Qingfeng Guan, Jingmin Chen, Liangyang Dai, Zhangwei Jiang, Xun Liang
Delineating Mixed Urban "Jobs-Housing" Patterns at a Fine Scale by Using High Spatial Resolution Remote-Sensing Imagery. Complex. 2020 (2020)
Yao Yao, Daiqiang Wu, Ye Hong, Dongsheng Chen, Zhaotang Liang, Qingfeng Guan, Xun Liang, Liangyang Dai
Analyzing the Effects of Rainfall on Urban Traffic-Congestion Bottlenecks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yatao Zhang, Qingquan Li, Wei Tu, Ke Mai, Yao Yao, Yiyong Chen
Functional urban land use recognition integrating multi-source geospatial data and cross-correlations. Comput. Environ. Urban Syst. 78 (2019)
Ye Hong, Yao Yao
Hierarchical community detection and functional area identification with OSM roads and complex graph theory. Int. J. Geogr. Inf. Sci. 33 (8) (2019)
Ruoyu Wang, Ye Liu, Yi Lu, Jinbao Zhang, Penghua Liu, Yao Yao, George Grekousis
Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique. Comput. Environ. Urban Syst. 78 (2019)
Hanqiu Yue, Qingfeng Guan, Yongting Pan, Lirong Chen, Jianjun Lv, Yao Yao
Detecting clusters over intercity transportation networks using K-shortest paths and hierarchical clustering: a case study of mainland China. Int. J. Geogr. Inf. Sci. 33 (5) (2019)
Xingdong Deng, Penghua Liu, Xiaoping Liu, Ruoyu Wang, Yuanying Zhang, Jialv He, Yao Yao
Geospatial Big Data: New Paradigm of Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (10) (2019)
Yao Yao, Penghua Liu, Ye Hong, Zhaotang Liang, Ruoyu Wang, Qingfeng Guan, Jingmin Chen
Fine-scale intra- and inter-city commercial store site recommendations using knowledge transfer. Trans. GIS 23 (5) (2019)
Yao Yao, Daiqiang Wu, Jian Yang, Xuguo Shi, Lin Du, Yuyang Cai
Analyzing the Effects of Rainfall on the Urban Traffic Congestion Bottlenecks by Using Floating Car Data. IGARSS (2019)
Yao Yao, Zhaotang Liang, Zehao Yuan, Penghua Liu, Yongpan Bie, Jinbao Zhang, Ruoyu Wang, Jiale Wang, Qingfeng Guan
A human-machine adversarial scoring framework for urban perception assessment using street-view images. Int. J. Geogr. Inf. Sci. 33 (12) (2019)
Jianjun Lv, Teng Ma, Zhiwen Dong, Yao Yao, Zehao Yuan
Temporal and Spatial Analyses of the Landscape Pattern of Wuhan City Based on Remote Sensing Images. ISPRS Int. J. Geo Inf. 7 (9) (2018)
Jialv He, Xia Li, Yao Yao, Ye Hong, Jinbao Zhang
Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques. Int. J. Geogr. Inf. Sci. 32 (10) (2018)
Yao Yao, Ye Hong, Daiqiang Wu, Yatao Zhang, Qingfeng Guan
Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses. Comput. Environ. Urban Syst. 70 (2018)
Yao Yao, Jinbao Zhang, Ye Hong, Haolin Liang, Jialv He
Mapping fine-scale urban housing prices by fusing remotely sensed imagery and social media data. Trans. GIS 22 (2) (2018)
Yao Yao, Xia Li, Xiaoping Liu, Penghua Liu, Zhaotang Liang, Jinbao Zhang, Ke Mai
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model. Int. J. Geogr. Inf. Sci. 31 (4) (2017)
Yao Yao, Xiaoping Liu, Xia Li, Penghua Liu, Ye Hong, Yatao Zhang, Ke Mai
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata. Int. J. Geogr. Inf. Sci. 31 (12) (2017)
Yao Yao, Haolin Liang, Xia Li, Jinbao Zhang, Jialv He
Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. CoRR (2017)
Yao Yao, Jialv He, Jinbao Zhang, Yatao Zhang
Extracting urban impervious surface from GF-1 imagery using one-class classifiers. CoRR (2017)
Xiaoping Liu, Jialv He, Yao Yao, Jinbao Zhang, Haolin Liang, Huan Wang, Ye Hong
Classifying urban land use by integrating remote sensing and social media data. Int. J. Geogr. Inf. Sci. 31 (8) (2017)
Yao Yao, Xiaoping Liu, Dachuan Zhang, Zhaotang Liang, Yatao Zhang
Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. CoRR (2017)
Yao Yao, Xiaoping Liu, Xia Li, Jinbao Zhang, Zhaotang Liang, Ke Mai, Yatao Zhang
Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. Int. J. Geogr. Inf. Sci. 31 (6) (2017)