Sustainable Land Development Model for Rapid Growth Areas Using GIS. - Anthony Gar-On Yeh; Xia Li 001 (Int. J. Geogr. Inf. Sci., 1998)

Simulation of Compact Cities Based on the Integration of Cellular Automata and GIS. - Anthony Gar-On Yeh; Xia Li 001 (ACRI, 2000)

Modelling sustainable urban development by the integration of constrained cellular automata and GIS. - Xia Li 001; Anthony Gar-On Yeh (Int. J. Geogr. Inf. Sci., 2000)

Neural-network-based cellular automata for simulating multiple land use changes using GIS. - Xia Li 001; Anthony Gar-On Yeh (Int. J. Geogr. Inf. Sci., 2002)

Data mining of cellular automata's transition rules. - Xia Li 001; Anthony Gar-On Yeh (Int. J. Geogr. Inf. Sci., 2004)

Integration of genetic algorithms and GIS for optimal location search. - Xia Li 001; Anthony Gar-On Yeh (Int. J. Geogr. Inf. Sci., 2005)

Errors and uncertainties in urban cellular automata. - Anthony Gar-On Yeh; Xia Li 001 (Comput. Environ. Urban Syst., 2006)

Nonlinear Integration of Spatial and Temporal Forecasting by Support Vector Machines. - Jiaqiu Wang; Tao Cheng 004; Xia Li 001 (FSKD (4), 2007)

Kernel-Based Cellular Automata for Urban Simulation. - Xiaoping Liu 001; Xia Li 001; Bing Ai; Shaokun Wu; Tao Liu (ICNC (3), 2007)

Multi-Agent Simulation of Epidemic Spatio-Temporal Transmission. - Tao Liu; Xia Li 001; Bin Ai; Jing Fu; Xiaohu Zhang (ICNC (7), 2008)

Cellular automata for simulating land use changes based on support vector machines. - Qingsheng Yang; Xia Li 001; Xun Shi (Comput. Geosci., 2008)

Embedding sustainable development strategies in agent-based models for use as a planning tool. - Xia Li 001; Xiaoping Liu 001 (Int. J. Geogr. Inf. Sci., 2008)

A bottom-up approach to discover transition rules of cellular automata using ant intelligence. - Xiaoping Liu 001; Xia Li 001; Lin Liu 001; Jinqiang He; Bin Ai (Int. J. Geogr. Inf. Sci., 2008)

An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization. - Xiaoping Liu 001; Xia Li 001; Lin Liu 001; Jinqiang He; Bin Ai (IEEE Trans. Geosci. Remote. Sens., 2008)

Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. - Xia Li 001; Jinqiang He; Xiaoping Liu 001 (Int. J. Geogr. Inf. Sci., 2009)

Ant intelligence for solving optimal path-covering problems with multi-objectives. - Xia Li 001; Jinqiang He; Xiaoping Liu 001 (Int. J. Geogr. Inf. Sci., 2009)

A gene expression programming algorithm for multiobjective site-search problem. - Mengwei Liu; Xia Li 001; Tao Liu; Dan Li; Zheng Lin 006 (ICNC, 2010)

Integrating object-oriented image analysis and decision tree algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR imagery. - Zhixin Qi; Anthony Gar-On Yeh; Xia Li 001; Zheng Lin 006 (IGARSS, 2010)

An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. - Yimin Chen 001; Xia Li 001; Xiaoping Liu 001; Yilun Liu 004 (Int. J. Geogr. Inf. Sci., 2010)

Parallel cellular automata for large-scale urban simulation using load-balancing techniques. - Xia Li 001; Xiaohu Zhang; Anthony Gar-On Yeh; Xiaoping Liu 001 (Int. J. Geogr. Inf. Sci., 2010)

Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. - Xiaoping Liu 001; Xia Li 001; Xun Shi; Xiaohu Zhang; Yimin Chen 001 (Int. J. Geogr. Inf. Sci., 2010)

Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. - Xiaoping Liu 001; Xia Li 001; Xiaohu Zhang (IEEE Trans. Geosci. Remote. Sens., 2010)

Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. - Xia Li 001; Yimin Chen 001; Xiaoping Liu 001; Dan Li; Jinqiang He (Int. J. Geogr. Inf. Sci., 2011)

Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. - Xia Li 001; Chunhua Lao; Xiaoping Liu 001; Yimin Chen 001 (Int. J. Geogr. Inf. Sci., 2011)

Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. - Xiaoping Liu 001; Xia Li 001; Zhangzhi Tan; Yimin Chen 001 (Int. J. Geogr. Inf. Sci., 2011)

Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. - Yimin Chen 001; Xia Li 001; Shujie Wang; Xiaoping Liu 001 (Int. J. Geogr. Inf. Sci., 2012)

A modified particle swarm optimization algorithm for optimal allocation of earthquake emergency shelters. - Fuyu Hu; Wei Xu; Xia Li 001 (Int. J. Geogr. Inf. Sci., 2012)

Assimilating process context information of cellular automata into change detection for monitoring land use changes. - Xia Li 001; Yihan Zhang 006; Xiaoping Liu 001; Yimin Chen 001 (Int. J. Geogr. Inf. Sci., 2012)

A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. - Xiaoping Liu 001; Xia Li 001; Xun Shi; Kangning Huang; Yilun Liu 004 (Int. J. Geogr. Inf. Sci., 2012)

An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. - Kangning Huang; Xiaoping Liu 001; Xia Li 001; Jiayong Liang; Shenjing He (Int. J. Geogr. Inf. Sci., 2013)

Calibrating cellular automata based on landscape metrics by using genetic algorithms. - Xia Li 001; Jinyao Lin; Yimin Chen 001; Xiaoping Liu 001; Bin Ai (Int. J. Geogr. Inf. Sci., 2013)

Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. - Xia Li 001; Yilun Liu 004; Xiaoping Liu 001; Yimin Chen 001; Bin Ai (Int. J. Geogr. Inf. Sci., 2013)

Simulation of spatial population dynamics based on labor economics and multi-agent systems: a case study on a rapidly developing manufacturing metropolis. - Shaoying Li; Xia Li 001; Xiaoping Liu 001; Zhifeng Wu; Bin Ai; Fang Wang (Int. J. Geogr. Inf. Sci., 2013)

Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. - Yimin Chen 001; Xia Li 001; Xiaoping Liu 001; Bin Ai (Int. J. Geogr. Inf. Sci., 2014)

Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. - Xiaoping Liu 001; Lei Ma; Xia Li 001; Bin Ai; Shaoying Li; Zhijian He (Int. J. Geogr. Inf. Sci., 2014)

Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands. - Bing Zhang 001; Yao Liu 012; Wenjuan Zhang 003; Lianru Gao; Jun Li 009; Jun Wang 131; Xia Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity. - Bin Ai; Xiaoping Liu 001; Guohua Hu; Xia Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. - Mahdi Khodadadzadeh; Jun Li 009; Antonio Plaza; Hassan Ghassemian; José M. Bioucas-Dias; Xia Li 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. - Jiayong Liang; Xiaoping Liu 001; Kangning Huang; Xia Li 001; Dagang Wang; Xianwei Wang (IEEE Trans. Geosci. Remote. Sens., 2014)

Simulating urban growth in a metropolitan area based on weighted urban flows by using web search engine. - Jinyao Lin; Xia Li 001 (Int. J. Geogr. Inf. Sci., 2015)

Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. - Yihan Zhang 006; Xia Li 001; Xiaoping Liu 001; Jigang Qiao (Int. J. Geogr. Inf. Sci., 2015)

A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. - Xiaoping Liu 001; Guohua Hu; Bin Ai; Xia Li 001; Qian Shi 001 (Remote. Sens., 2015)

Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. - Jun Li 009; Alexander Agathos; Daniela Zaharie; José M. Bioucas-Dias; Antonio J. Plaza; Xia Li 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Mapping Global Fossil Fuel Combustion CO2 Emissions at High Resolution by Integrating Nightlight, Population Density, and Traffic Network Data. - Jinpei Ou; Xiaoping Liu 001; Xia Li 001; Xun Shi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Knowledge Transfer for Large-Scale Urban Growth Modeling Based on Formal Concept Analysis. - Jinyao Lin; Xia Li 001 (Trans. GIS, 2016)

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)

Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. - Yimin Chen 001; Xiaoping Liu 001; Xia Li 001 (Int. J. Geogr. Inf. Sci., 2017)

Experiences and issues of using cellular automata for assisting urban and regional planning in China. - Xia Li 001; Yimin Chen 001; Xiaoping Liu 001; Xiaocong Xu; Guangliang Chen (Int. J. Geogr. Inf. Sci., 2017)

Integrating multi-source big data to infer building functions. - Ning Niu; Xiaoping Liu 001; He Jin; Xinyue Ye; Yu Liu 003; Xia Li 001; Yimin Chen 001; Shaoying Li (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)

Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. - Yimin Chen 001; Xiaoping Liu 001; Xia Li 001 (Remote. Sens., 2017)

Delimiting the urban growth boundaries with a modified ant colony optimization model. - Shifa Ma; Xia Li 001; Yumei Cai (Comput. Environ. Urban Syst., 2017)

Road Detection From Remote Sensing Images by Generative Adversarial Networks. - Qian Shi 001; Xiaoping Liu 001; Xia Li 001 (IEEE Access, 2018)

Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation. - Yuchao Yan; Xiaoping Liu 001; Jinpei Ou; Xia Li 001; Youyue Wen (Int. J. Appl. Earth Obs. Geoinformation, 2018)

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)

Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. - Xiaoping Liu 001; Guohua Hu; Bin Ai; Xia Li 001; Guangjin Tian; Yimin Chen 001; Shaoying Li (Int. J. Geogr. Inf. Sci., 2018)

Comparing the Effects of Temporal Features Derived From Synthetic Time-Series NDVI on Fine Land Cover Classification. - Yinghuai Huang; Xiaoping Liu 001; Xia Li 001; Yuchao Yan; Jinpei Ou (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Mapping the spatial disparities in urban health care services using taxi trajectories data. - Yimin Chen 001; Beibei Wang; Xiaoping Liu 001; Xia Li 001 (Trans. GIS, 2018)

Forest Loss Simulation and Water Yield Assessment Based On GEOSOS-FLUS Model: A Case Study of Yangtze River Delta and Pearl River Delta. - Meng Luo 005; Xia Li 001 (IGARSS, 2019)

Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. - Yimin Chen 001; Xia Li 001; Xiaoping Liu 001; Hu Huang; Shifa Ma (Int. J. Geogr. Inf. Sci., 2019)

Sensitivity of disease cluster detection to spatial scales: an analysis with the spatial scan statistic method. - Meifang Li; Xun Shi; Xia Li 001; Wenjun Ma; Jianfeng He; Tao Liu (Int. J. Geogr. Inf. Sci., 2019)

Measuring inter-city connectivity in an urban agglomeration based on multi-source data. - Jinyao Lin; Zhifeng Wu; Xia Li 001 (Int. J. Geogr. Inf. Sci., 2019)

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data. - Shengjie Liu 001; Zhixin Qi; Xia Li 001; Anthony Gar-On Yeh (Remote. Sens., 2019)

A Spatial-Socioeconomic Urban Development Status Curve from NPP-VIIRS Nighttime Light Data. - Chengshu Yang; Bailang Yu; Zuoqi Chen; Wei Song; Yuyu Zhou; Xia Li 001; Jianping Wu (Remote. Sens., 2019)

Integration of spatialization and individualization: the future of epidemic modelling for communicable diseases. - Meifang Li; Xun Shi; Xia Li 001 (Ann. GIS, 2020)

What is the influence of landscape metric selection on the calibration of land-use/cover simulation models? - Jinyao Lin; Xia Li 001; Shaoying Li; Youyue Wen (Environ. Model. Softw., 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)

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. - Qian Shi 001; Mengxi Liu; Xiaoping Liu 001; Penghua Liu; Pengyuan Zhang; Jinxing Yang; Xia Li 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Tourism land use simulation for regional tourism planning using POIs and cellular automata. - Hong Shi; Xia Li 001; Zhenzhi Yang; Taohong Li; Yun Ren; Tingting Liu; Ningdong Yang; Hang Zhang; Guangzhao Chen; Xun Liang 002 (Trans. GIS, 2020)

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)

An Urban Flooding Index for Unsupervised Inundated Urban Area Detection Using Sentinel-1 Polarimetric SAR Images. - Hui Zhang 076; Zhixin Qi; Xia Li 001; Yimin Chen 001; Xianwei Wang; Yingqing He (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)

Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. - Xiaocong Xu; Xiaoping Liu 001; Xia Li 001; Qian Shi 001; Yimin Chen 001; Bin Ai (IEEE Trans. Geosci. Remote. Sens., 2022)

Generating population migration flow data from inter-regional relations using graph convolutional network. - Yuxia Wang; Xin Yao 006; Yu Liu 003; Xia Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

A parallel set-based model on the shortest travel time in long-distance transportation systems. - Han Zhang 033; Yuanzhi Yao; Xia Li 001 (Int. J. Geogr. Inf. Sci., 2024)

Quantifying heat-related risks from urban heat island effects: A global urban expansion perspective. - Ming Hao; Xue Liu; Xia Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)