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Yao Yao 0004
Person information
- affiliation: Sun Yat-sen University, School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Guangzhou, China
Other persons with the same name
- Yao Yao — disambiguation page
- Yao Yao 0001 — Huawei Technologies Company Ltd., Shanghai, China (and 1 more)
- Yao Yao 0002 — Hong Kong Polytechnic University, Department of Chinese and Bilingual Studies, Kowloon, Hong Kong (and 1 more)
- Yao Yao 0003 — Northwestern Polytechnical University, Xi'an, China (and 1 more)
- Yao Yao 0005 — Beijing Institute of Technology, Beijing School of Computer Science and Technology, China
- Yao Yao 0006 — Tsinghua University, Graduate School at Shenzhen, China
- Yao Yao 0007 — The Scripps Research Institute, La Jolla, CA, USA (and 1 more)
- Yao Yao 0008 — Hong Kong University of Science and Technology, Hong Kong
- Yao Yao 0009 — University of Maryland, Department of Computer Science and Electrical Engineering, MD, USA
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2020 – today
- 2024
- [j42]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: 103805 (2024) - [j41]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): 381-406 (2024) - [j40]Qingfeng Guan, Jingyi Wang, Shuliang Ren, Huan Gao, Zhewei Liang, Junyi Wang, Yao Yao:
Predicting short-term PM 2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network. Int. J. Geogr. Inf. Sci. 38(4): 778-801 (2024) - [j39]Hao Wu, Zhangwei Jiang, Anning Dong, Ronghui Gao, Xiaoqin Yan, Zhihui Hu, Fengling Mao, Hong Liu, Pengxuan Li, Peng Luo, Zijin Guo, Qingfeng Guan, Yao Yao:
DCAI-CLUD: a data-centric framework for the construction of land-use datasets. Int. J. Geogr. Inf. Sci. 38(11): 2379-2402 (2024) - [j38]Yao Yao, Jianfeng Zhou, Zhenhui Sun, Qingfeng Guan, Zhiqiang Guo, Yin Xu, Jinbao Zhang, Ye Hong, Yuyang Cai, Ruoyu Wang:
Estimating China's poverty reduction efficiency by integrating multi-source geospatial data and deep learning techniques. Geo spatial Inf. Sci. 27(4): 1000-1016 (2024) - [j37]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: 102090 (2024) - 2023
- [j36]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: 103602 (2023) - [j35]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): 1420-1448 (2023) - [j34]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): 2392-2415 (2023) - [j33]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): 1662-1679 (2023) - [j32]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): i (2023) - [j31]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: 102009 (2023) - 2022
- [j30]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: 102664 (2022) - [j29]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: 105325 (2022) - [j28]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): 1905-1930 (2022) - [j27]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: 1-16 (2022) - [i6]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 abs/2201.07370 (2022) - 2021
- [j26]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: 104890 (2021) - [j25]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): 193-211 (2021) - [j24]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): 1927-1950 (2021) - [j23]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): 743 (2021) - [j22]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): 6357-6370 (2021) - [j21]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: 101567 (2021) - [j20]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: 101569 (2021) - [j19]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: 101702 (2021) - [c2]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: 236-252 - [i5]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 abs/2103.08538 (2021) - 2020
- [j18]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: 8018629:1-8018629:13 (2020) - [j17]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): 1475-1499 (2020) - [j16]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: 504-512 (2020) - [i4]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 abs/2010.11541 (2020)
2010 – 2019
- 2019
- [j15]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): 1082-1105 (2019) - [j14]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): 1569-1587 (2019) - [j13]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): 2363-2384 (2019) - [j12]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): 3841-3851 (2019) - [j11]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): 1029-1047 (2019) - [j10]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) - [j9]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) - [c1]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: 943-946 - 2018
- [j8]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): 2076-2097 (2018) - [j7]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): 340 (2018) - [j6]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): 561-581 (2018) - [j5]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: 163-174 (2018) - 2017
- [j4]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): 825-848 (2017) - [j3]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): 1220-1244 (2017) - [j2]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): 1675-1696 (2017) - [j1]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): 2452-2479 (2017) - [i3]Yao Yao, Jialv He, Jinbao Zhang, Yatao Zhang:
Extracting urban impervious surface from GF-1 imagery using one-class classifiers. CoRR abs/1705.04824 (2017) - [i2]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 abs/1705.05651 (2017) - [i1]Yao Yao, Haolin Liang, Xia Li, Jinbao Zhang, Jialv He:
Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. CoRR abs/1708.01580 (2017)
Coauthor Index
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