Xia Li

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Network

Cellular Automata

Top Venues

Int. J. Geogr. Inf. Sci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Han Zhang, Yuanzhi Yao, Xia Li
A parallel set-based model on the shortest travel time in long-distance transportation systems. Int. J. Geogr. Inf. Sci. 38 (5) (2024)
Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hui Zhang, Zhixin Qi, Xia Li, Yimin Chen, Xianwei Wang, Yingqing He
An Urban Flooding Index for Unsupervised Inundated Urban Area Detection Using Sentinel-1 Polarimetric SAR Images. Remote. Sens. 13 (22) (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)
Meifang Li, Xun Shi, Xia Li
Integration of spatialization and individualization: the future of epidemic modelling for communicable diseases. Ann. GIS 26 (3) (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)
Hong Shi, Xia Li, Zhenzhi Yang, Taohong Li, Yun Ren, Tingting Liu, Ningdong Yang, Hang Zhang, Guangzhao Chen, Xun Liang
Tourism land use simulation for regional tourism planning using POIs and cellular automata. Trans. GIS 24 (4) (2020)
Jinyao Lin, Xia Li, Shaoying Li, Youyue Wen
What is the influence of landscape metric selection on the calibration of land-use/cover simulation models? Environ. Model. Softw. 129 (2020)
Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Meifang Li, Xun Shi, Xia Li, Wenjun Ma, Jianfeng He, Tao Liu
Sensitivity of disease cluster detection to spatial scales: an analysis with the spatial scan statistic method. Int. J. Geogr. Inf. Sci. 33 (11) (2019)
Jinyao Lin, Zhifeng Wu, Xia Li
Measuring inter-city connectivity in an urban agglomeration based on multi-source data. Int. J. Geogr. Inf. Sci. 33 (5) (2019)
Meng Luo, Xia Li
Forest Loss Simulation and Water Yield Assessment Based On GEOSOS-FLUS Model: A Case Study of Yangtze River Delta and Pearl River Delta. IGARSS (2019)
Chengshu Yang, Bailang Yu, Zuoqi Chen, Wei Song, Yuyu Zhou, Xia Li, Jianping Wu
A Spatial-Socioeconomic Urban Development Status Curve from NPP-VIIRS Nighttime Light Data. Remote. Sens. 11 (20) (2019)
Yimin Chen, Xia Li, Xiaoping Liu, Hu Huang, Shifa Ma
Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. Int. J. Geogr. Inf. Sci. 33 (1) (2019)
Shengjie Liu, Zhixin Qi, Xia Li, Anthony Gar-On Yeh
Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data. Remote. Sens. 11 (6) (2019)
Yuchao Yan, Xiaoping Liu, Jinpei Ou, Xia Li, Youyue Wen
Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation. Int. J. Appl. Earth Obs. Geoinformation 72 (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)
Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Guangjin Tian, Yimin Chen, Shaoying Li
Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. Int. J. Geogr. Inf. Sci. 32 (1) (2018)
Yinghuai Huang, Xiaoping Liu, Xia Li, Yuchao Yan, Jinpei Ou
Comparing the Effects of Temporal Features Derived From Synthetic Time-Series NDVI on Fine Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Yimin Chen, Beibei Wang, Xiaoping Liu, Xia Li
Mapping the spatial disparities in urban health care services using taxi trajectories data. Trans. GIS 22 (2) (2018)
Qian Shi, Xiaoping Liu, Xia Li
Road Detection From Remote Sensing Images by Generative Adversarial Networks. IEEE Access 6 (2018)
Shifa Ma, Xia Li, Yumei Cai
Delimiting the urban growth boundaries with a modified ant colony optimization model. Comput. Environ. Urban Syst. 62 (2017)
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)
Ning Niu, Xiaoping Liu, He Jin, Xinyue Ye, Yu Liu, Xia Li, Yimin Chen, Shaoying Li
Integrating multi-source big data to infer building functions. Int. J. Geogr. Inf. Sci. 31 (9) (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)
Yimin Chen, Xiaoping Liu, Xia Li
Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. Int. J. Geogr. Inf. Sci. 31 (12) (2017)
Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen
Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. 31 (8) (2017)
Yimin Chen, Xiaoping Liu, Xia Li
Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. Remote. Sens. 9 (2) (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)
Jinyao Lin, Xia Li
Knowledge Transfer for Large-Scale Urban Growth Modeling Based on Formal Concept Analysis. Trans. GIS 20 (5) (2016)
Jinpei Ou, Xiaoping Liu, Xia Li, Xun Shi
Emissions at High Resolution by Integrating Nightlight, Population Density, and Traffic Network Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53 (9) (2015)
Yihan Zhang, Xia Li, Xiaoping Liu, Jigang Qiao
Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. Int. J. Geogr. Inf. Sci. 29 (9) (2015)
Jinyao Lin, Xia Li
Simulating urban growth in a metropolitan area based on weighted urban flows by using web search engine. Int. J. Geogr. Inf. Sci. 29 (10) (2015)
Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Qian Shi
A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. Remote. Sens. 7 (12) (2015)
Jiayong Liang, Xiaoping Liu, Kangning Huang, Xia Li, Dagang Wang, Xianwei Wang
Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. IEEE Trans. Geosci. Remote. Sens. 52 (1) (2014)
Bin Ai, Xiaoping Liu, Guohua Hu, Xia Li
Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (12) (2014)
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Yimin Chen, Xia Li, Xiaoping Liu, Bin Ai
Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. Int. J. Geogr. Inf. Sci. 28 (2) (2014)
Xiaoping Liu, Lei Ma, Xia Li, Bin Ai, Shaoying Li, Zhijian He
Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int. J. Geogr. Inf. Sci. 28 (1) (2014)
Xia Li, Jinyao Lin, Yimin Chen, Xiaoping Liu, Bin Ai
Calibrating cellular automata based on landscape metrics by using genetic algorithms. Int. J. Geogr. Inf. Sci. 27 (3) (2013)
Kangning Huang, Xiaoping Liu, Xia Li, Jiayong Liang, Shenjing He
An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. Int. J. Geogr. Inf. Sci. 27 (5) (2013)
Shaoying Li, Xia Li, Xiaoping Liu, Zhifeng Wu, Bin Ai, Fang Wang
Simulation of spatial population dynamics based on labor economics and multi-agent systems: a case study on a rapidly developing manufacturing metropolis. Int. J. Geogr. Inf. Sci. 27 (12) (2013)
Xia Li, Yilun Liu, Xiaoping Liu, Yimin Chen, Bin Ai
Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. Int. J. Geogr. Inf. Sci. 27 (10) (2013)
Xia Li, Yihan Zhang, Xiaoping Liu, Yimin Chen
Assimilating process context information of cellular automata into change detection for monitoring land use changes. Int. J. Geogr. Inf. Sci. 26 (9) (2012)
Yimin Chen, Xia Li, Shujie Wang, Xiaoping Liu
Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. Int. J. Geogr. Inf. Sci. 26 (7) (2012)
Fuyu Hu, Wei Xu, Xia Li
A modified particle swarm optimization algorithm for optimal allocation of earthquake emergency shelters. Int. J. Geogr. Inf. Sci. 26 (9) (2012)
Xiaoping Liu, Xia Li, Xun Shi, Kangning Huang, Yilun Liu
A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. Int. J. Geogr. Inf. Sci. 26 (7) (2012)
Xiaoping Liu, Xia Li, Zhangzhi Tan, Yimin Chen
Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. Int. J. Geogr. Inf. Sci. 25 (11) (2011)
Xia Li, Chunhua Lao, Xiaoping Liu, Yimin Chen
Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. Int. J. Geogr. Inf. Sci. 25 (4) (2011)
Xia Li, Yimin Chen, Xiaoping Liu, Dan Li, Jinqiang He
Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. Int. J. Geogr. Inf. Sci. 25 (4) (2011)
Zhixin Qi, Anthony Gar-On Yeh, Xia Li, Zheng Lin
Integrating object-oriented image analysis and decision tree algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR imagery. IGARSS (2010)
Xia Li, Xiaohu Zhang, Anthony Gar-On Yeh, Xiaoping Liu
Parallel cellular automata for large-scale urban simulation using load-balancing techniques. Int. J. Geogr. Inf. Sci. 24 (6) (2010)
Yimin Chen, Xia Li, Xiaoping Liu, Yilun Liu
An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. Int. J. Geogr. Inf. Sci. 24 (8) (2010)
Xiaoping Liu, Xia Li, Xiaohu Zhang
Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. IEEE Trans. Geosci. Remote. Sens. 48 (4-1) (2010)
Xiaoping Liu, Xia Li, Xun Shi, Xiaohu Zhang, Yimin Chen
Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. Int. J. Geogr. Inf. Sci. 24 (5) (2010)
Mengwei Liu, Xia Li, Tao Liu, Dan Li, Zheng Lin
A gene expression programming algorithm for multiobjective site-search problem. ICNC (2010)
Xia Li, Jinqiang He, Xiaoping Liu
Ant intelligence for solving optimal path-covering problems with multi-objectives. Int. J. Geogr. Inf. Sci. 23 (7) (2009)
Xia Li, Jinqiang He, Xiaoping Liu
Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. Int. J. Geogr. Inf. Sci. 23 (4) (2009)
Tao Liu, Xia Li, Bin Ai, Jing Fu, Xiaohu Zhang
Multi-Agent Simulation of Epidemic Spatio-Temporal Transmission. ICNC (7) (2008)
Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai
An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization. IEEE Trans. Geosci. Remote. Sens. 46 (12) (2008)
Qingsheng Yang, Xia Li, Xun Shi
Cellular automata for simulating land use changes based on support vector machines. Comput. Geosci. 34 (6) (2008)
Xia Li, Xiaoping Liu
Embedding sustainable development strategies in agent-based models for use as a planning tool. Int. J. Geogr. Inf. Sci. 22 (1) (2008)
Xiaoping Liu, Xia Li, Lin Liu, Jinqiang He, Bin Ai
A bottom-up approach to discover transition rules of cellular automata using ant intelligence. Int. J. Geogr. Inf. Sci. 22 (11&12) (2008)
Xiaoping Liu, Xia Li, Bing Ai, Shaokun Wu, Tao Liu
Kernel-Based Cellular Automata for Urban Simulation. ICNC (3) (2007)
Anthony Gar-On Yeh, Xia Li
Errors and uncertainties in urban cellular automata. Comput. Environ. Urban Syst. 30 (1) (2006)
Xia Li, Anthony Gar-On Yeh
Integration of genetic algorithms and GIS for optimal location search. Int. J. Geogr. Inf. Sci. 19 (5) (2005)
Xia Li, Anthony Gar-On Yeh
Data mining of cellular automata's transition rules. Int. J. Geogr. Inf. Sci. 18 (8) (2004)
Xia Li, Anthony Gar-On Yeh
Neural-network-based cellular automata for simulating multiple land use changes using GIS. Int. J. Geogr. Inf. Sci. 16 (4) (2002)
Anthony Gar-On Yeh, Xia Li
Simulation of Compact Cities Based on the Integration of Cellular Automata and GIS. ACRI (2000)
Xia Li, Anthony Gar-On Yeh
Modelling sustainable urban development by the integration of constrained cellular automata and GIS. Int. J. Geogr. Inf. Sci. 14 (2) (2000)
Anthony Gar-On Yeh, Xia Li
Sustainable Land Development Model for Rapid Growth Areas Using GIS. Int. J. Geogr. Inf. Sci. 12 (2) (1998)