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Related Publications

[1]. SCI Papers:

  1. Chen Y, Liu X (Corresponding author), Li X, Liu X, Yao Y, Hu G, Xu X and Pei F, 2017. Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method. Landscape and Urban Planning, 160: 48-60. (PDF Fulltext)

  2. Lin J and Li X (Corresponding author), 2017. Conflict resolution in the zoning of eco-protected areas in fast-growing regions based on game theory. Journal of Environmental Management, 170: 177-185. (PDF Fulltext)

  3. Chen Y, Liu X (Corresponding author), Li X, Liu Y and Xu X, 2016. Mapping the Fine-Scale Spatial Pattern of Housing Rent in the Metropolitan Area by Using Online Rental Listings and Ensemble Learning. Applied Geography, 75: 200-212. (PDF Fulltext)

  4. Chen Y, Li X (Corresponding author), Liu X, Ai B and Li S, 2016. Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata. Landscape and Urban Planning, 152: 59-71. (PDF Fulltext)

  5. Xu, X., Liu, X., Li, X. (Corresponding author), Xin, Q., Chen, Y., Shi, Q., & Ai, B. (2016). Global snow cover estimation with Microwave Brightness Temperature measurements and one-class in situ observations. Remote Sensing of Environment, 182, 227-251. (PDF Fulltext)

  6. Xu, X., Li, X. (Corresponding author), Liu, X., Shen, H., & Shi, Q. (2016). Multimodal registration of remotely sensed images based on Jeffrey's divergence. ISPRS Journal of Photogrammetry and Remote Sensing, 122, 97-115. (PDF Fulltext)

  7. Ou Jinpei, Liu Xiaoping, Li Xia, Chen Yimin, Li Jun, 2016. Quantifying the spatiotemporal dynamics of urban growth modes in metropolitan cities of China: Beijing, Shanghai, Tianjin, and Guangzhou. Journal of Urban Planning and Development, http://dx.doi.org/10.1061/(ASCE)UP.1943-5444.0000352

  8. Ou Jinpei, Liu Xiaoping, Li Xia, Shi Xun, 2016. Mapping global fossil fuel combustion CO2 emissions at high-resolution by integrating nightlight, population density, and traffic network data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 4, pp.1674-1684. (Find Paper Here)

  9. Lin J and Li X (Corresponding author), 2015. Simulating urban growth in a metropolitan area based on weighted urban flows by using web search engine. International Journal of Geographical Information Science, 29(10): 1721-1736. (PDF Fulltext)

  10. Zhang Yihan, Li Xia (Corresponding authors) , Liu Xiaoping, Qiao Jigang. 2015. Self-modifying CA model using dual ensemble Kalman filter for simulating land use changes. International Journal of Geographical Information Science. 29(9), 1612–1631.(Find Paper Here)

  11. Zhixin Qi, Anthony Gar-On Yeh, Xia Li (Corresponding authors), Xiaohu Zhang. 2015. A three-component method for timely detection of land cover changes using polarimetric SAR images. ISPRS J. Photogram. Remote Sensing, http://dx.doi.org/10.1016/j.isprsjprs.2015.02.004

  12. Zhixin Qi, Anthony Gar-On Yeh, Xia Li (Corresponding authors), Shi Xian, Xiaohu Zhang. 2015. Monthly short-term detection of land development using RADARSAT-2 polarimetric SAR imagery. Remote Sensing of Environment, 164, 179-196. (http://dx.doi.org/10.1016/j.rse.2015.04.018)

  13. Y. Liu and X. Li (Corresponding authors). 2014. Domain adaptation for land use classification: A spatio-temporal knowledge reusing method. ISPRS Journal of Photogrammetry and Remote Sensing, 98, 133-144. (PDF Fulltext)

  14. Lin Jinyao, Liu Xiaoping, Li Kai, Li Xia. 2014. A maximum entropy method to extract urban land by combining MODIS reflectance, MODIS NDVI, and DMSP-OLS data. International Journal of Remote Sensing, 35(18): 6708-6727. (PDF Fulltext)

  15. Jiayong Liang, Xiaoping Liu, Kangning Huang, and Xia Li. 2014. Automatic registration of multi-sensor images using an integrated spatial and mutual information (SMI) metric. IEEE Transactions on Geoscience and Remote Sensing. 52(1): 603-615. (PDF Fulltext)

  16. Kai Liu, Lin Liu, Hongxing Liu, Xia Li, Shugong Wang. 2014. Exploring the effects of biophysical parameters on the spatial of rare cold damage to mangrove forests. Remote Sensing of Environment, 150: 20-33. (PDF Fulltext)

  17. Chen Y M, Li X, Liu X P, Ai B, 2014. Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. International Journal of Geographical Information Science. 28(2): 234-255. (PDF Fulltext)

  18. Liu Xiaoping, Ma Lei, Li Xia, Ai Bing, Li Shaoying, He Zhijian. 2014. Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. International Journal of Geographical Information Science. 28(1): 148-163. (PDF Fulltext)

  19. Chen Y.M., Li X., Liu X.P., and Ai B. 2013. Analyzing Land-cover Change and Corresponding Impacts on Carbon Budget in a Fast Developing Sub-tropical Region by Integrating MODIS and Landsat TM/ETM+ Images. Applied Geography. 45: 10-21. (PDF Fulltext)

  20. Li Shaoying, Li Xia (Corresponding authors), Liu Xiaoping. Wu Zhifeng, Ai Bin. 2013. Simulation of spatial population dynamics based on labor economics and multi-agent systems: a case study on a rapidly developing manufacturing metropolis. International Journal of Geographical Information Science, 27(12): 2410–2435. (PDF Fulltext)

  21. Li, X., Liu, Y., Liu, X., Chen, Y., & Ai, B. 2013. Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. International Journal of Geographical Information Science, 27(10): 1829-1848. (PDF Fulltext)

  22. Li, X., Lao, C., Liu, Y., Liu, X., Chen, Y., Li, S. & He, Z. 2013. Early warning of illegal development for protected areas by integrating cellular automata with neural networks. Journal of Environmental Management, 130: 106-116. (PDF Fulltext)

  23. Ou, J., Liu, X., Li, X., Chen, Y., 2013, Quantifying the relationship between urban forms and carbon emissions using panel data analysis, Landscape Ecology, 28(10):1889-1907. (PDF Fulltext)

  24. Fengsong Pei, Li, X (Correspondence Author), Xiaoping Liu, Shujie Wang, Zhijian He. 2013. Assessing the differences in net primary productivity between pre- and post-urban land development in China. Agricultural and Forest Meteorology, 171–172: 174-186. (PDF Fulltext)

  25. Liu, Xiaoping, Ou Jinpei, Li Xia, Ai Bin. 2013. Combining system dynamics and hybrid particle swarm optimization for land use allocation. Ecological Modelling. 257: 11-24. (PDF Fulltext)

  26. Fengsong Pei, Li, X (Correspondence Author), Xiaoping Liu, Xiaoping Liu, Chunhua Lao. 2013. Assessing the impacts of droughts on net primary productivity in China. Journal of Environmental Management, 114: 362-371. (PDF Fulltext)

  27. Dai J, Li X (Correspondence author), Liu L, 2013. Simulation of pedestrian counter flow hrough bottlenecks by using an agent-based model, Physica A: Statistical Mechanics and its Applications, 392, 2202-2211. (PDF Fulltext)

  28. Li, X, Lin J Y, Chen Y M, Liu X P and Ai B. 2013. Calibrating cellular automata based on landscape metrics by using genetic algorithms, International Journal of Geographical Information Science, 27(3): 594-613. (PDF Fulltext)

  29. Kangning Huang, Xiaoping Liu, Xia Li, Jiayong Liang, and Shenjing He. 2012. An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. International Journal of Geographical Information Science. 27(5): 922-946. (PDF Fulltext)

  30. Li Dan, Li, X (Correspondence Author), Liu Xiaoping, Chen Yimin, Li Shaoying, Liu Kai, Qiao Jigang, Zheng Yizhong, Zhang Yihan & Lao Chunhua. 2012. GPU-CA model for large-scale land-use change simulation. Chinese Science Bulletin, 57: 2442-2452. (PDF Fulltext)

  31. Liu X P, Lao C H, Li X, 2012. An integrated approach of remote sensing, GIS and swarm intelligence for zoning protected ecological areas. Landscape Ecology, 27: 447-463. (PDF Fulltext)

  32. Hu F Y, Xu W, Li, X, 2012. A modified particle swarm optimization algorithm for optimal allocation of earthquake emergency shelters. International Journal of Geographical Information Science, 26:9, 1643-1666. (PDF Fulltext)

  33. Li X, Zhang Y H, Liu X P, Chen Y M. 2012. Assimilating process context information of cellular automata into change detection for monitoring land use changes, International Journal of Geographical Information Science, 26:9, 1667-1687. (PDF Fulltext)

  34. Qi Z X, Yeh A G O, Li X, and Lin Z, 2012. A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data. Remote Sensing of Environment, 118, 21-39. (PDF Fulltext)

  35. Chen YM, Li, X (Correspondence author), Wang S J, Liu X P, 2012. Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics, International Journal of Geographical Information Science, 26:7, 1155-1172. (PDF Fulltext)

  36. Qi Z X, Yeh A G O, Li X, and Lin Z, 2012. Integration of polarimetric decomposition, object-oriented image analysis, and decision tree algorithms for land-use and land-cover classification using RADARSAT-2 polarimetric SAR data. Photogrammetric Engineering & Remote Sensing, 78(2), 169-182. (PDF Fulltext)

  37. Liu X P, Li X, Tan Zhangzhi, Chen Y M, 2011. Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. International Journal of Geographical Information Science, 25:11, 1829-1848. (PDF Fulltext)

  38. Liu X P, Li X, Shi X, Huang K N. 2012. A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. International Journal of Geographical Information Science, 26(7):1325-1343. (PDF Fulltext)

  39. Li X, 2011. Emergence of bottom-up models as a tool for landscape simulation and planning. Landscape and Urban Planning, 100, 393–395. (PDF Fulltext)

  40. Chen YM, Li, X (Correspondence author), Zheng Y, Guan YY, Liu XP, 2011. Estimating the Relationship between Urban Forms and Energy Consumption: A Case Study in the Pearl River Delta, 2005-2008. Landscape and Urban Planning, 102(1): 33-42. (PDF Fulltext)

  41. Li X, Chen Y M, Liu X P, Li D, He J Q., 2011. Concepts, methodologies, and tools of an integrated Geographical Simulation and Optimization System (GeoSOS). International Journal of Geographical Information Science. 25(4), 633–655. (PDF Fulltext)

  42. Li X, Lao C H, Liu X P, Chen Y M. , 2011. Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. International Journal of Geographical Information Science. 25(4), 575–593. (PDF Fulltext)

  43. Liu X P, Li X, Zhang X H. 2010. Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. IEEE Transactions on Geoscience and Remote Sensing. 48(4), 1882-1891. (PDF Fulltext)

  44. Chen Y M, Li X (Correspondence author), Liu X P, Liu Y L. 2010. An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. International Journal of Geographical Information Science. 24(8): 1269-1288. (PDF Fulltext)

  45. Liu X P, Li X, Shi X, Zhang X H. 2010. Simulating land use dynamics under planning policies by integrating artificial immune systems with cellular automata. International Journal of Geographical Information Science, 24(5): 783-802. (PDF Fulltext)

  46. Liu X P, Li X, Chen Y M, Tan Z Z. 2010. A new landscape index (LEI) for quantifying urban expansion using multi-temporal remotely sensed data. Landscape Ecology. 25: 671-682. (PDF Fulltext)

  47. Li X, Zhang X. H, Yeh A G O, Liu X P. 2010. Parallel cellular automata for large-scale urban simulation using load-balancing techniques. International Journal of Geographical Information Science. 24(6): 803–820. (PDF Fulltext)

  48. Liu T, Li X (Correspondence author), Liu X P. 2010. Integration of small world networks with multi-agent systems for simulating epidemic spatiotemporal transmission. Chinese Science Bulletin, 55(13), 1285-1293. (Find Paper Here)

  49. Dai J, Li X. 2010. Multi-agent systems for simulating traffic behaviors. Chinese Science Bulletin, 55 (3): 293-300. (Find Paper Here)

  50. Qian, J., Li, X., Liao, S., & Yeh, A. G. O. 2010. Applying an Anomaly-Detection Algorithm for Short-Term Land Use and Land Cover Change Detection Using Time-Series SAR Images. GIScience & Remote Sensing, 47(3), 379-397. (PDF Fulltext)

  51. Li X, Yeh A G O, Qian J P, Ai B, Qi Z X. 2009. A Matching Algorithm for Detecting Land Use Changes in Multi-temporal SAR Images Using Object-oriented Analysis and Case-Based Reasoning. Photogrammetric Engineering & Remote Sensing, 75(11), 1319–1332. (PDF Fulltext)

  52. Li X, He J Q, Liu X P. 2009. Ant intelligence for solving optimal path-covering problems with multi-objectives. International Journal of Geographical Information Science. 23(7), 839 - 857. (PDF Fulltext)

  53. Zhuo L, Ichinose T, Zheng J, Chen J, Shi P J, Li X. 2009. Modelling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images. International Journal of Remote Sensing, 30(4), 1003 - 1018. (Find Paper Here)

  54. Li X, He J Q, Liu X P. 2009. Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. International Journal of Geographical Information Science. 23(3-4), 399-416. (PDF Fulltext)

  55. Liu X P, Li X (Correspondence author). 2008. An Innovative Method to Classify Remote Sensing Images Using Ant Colony Optimization. IEEE Transactions on Geoscience and Remote Sensing. 46(12),4198-4208. (PDF Fulltext)

  56. Li X, Yang Q S, Liu X P, 2008. Discovering and evaluating urban signatures for simulating compact development using cellular automata. Landscape and Urban Planning, 86, 177-186. (PDF Fulltext)

  57. Li X, Yang Q S, Liu X P. 2008. Genetic algorithms for determining the parameters of cellular automata in urban simulation. Science in China (Series D), 50(12), 1857-1866. (PDF Fulltext)

  58. Liu X P, Li X (Correspondence author). 2008. A bottom-up approach to discover transition rules of cellular automata using ant intelligence. International Journal of Geographical Information Science. 22(11-12), 1247–1269. (PDF Fulltext)

  59. Qingsheng Yang, Li X (Correspondence author), Xun Shi. 2008. Cellular automata for simulating land use changes based on support vector machines. Computers & Geosciences, 34, 592-602. (PDF Fulltext)

  60. Li X, Liu X P. 2008. Embedding sustainable development strategies in agent-based models for use as a planning tool. International Journal of Geographical Information Science, 22(1), 21-45. (PDF Fulltext)

  61. Liu X P, Li X (Correspondence author). 2008. Simulating complex urban development using kernel-based non-linear cellular automata. Ecology Modelling. 211,169-181. (PDF Fulltext)

  62. Liu X P, Li X (Correspondence author), Peng X J, He J Q. 2008. Swarm intelligence for classification of remote sensing data. Science in China (Series D), 51(1), 79-87. (PDF Fulltext)

  63. Li X, Yeh A G O, Wang S G.. 2007. Regression and analytical models for estimating mangrove wetland biomass in South China using Radarsat images. International Journal of Remote Sensing. 28(24), 5567-5582. (PDF Fulltext)

  64. Li X, Liu X P. 2007. Defining agents’ behaviors to simulate complex residential development using multicriteria evaluation, Journal of Environmental Management. 85, 1063-1075. (PDF Fulltext)

  65. Liu X P, Li X (Correspondence author), Yeh A G O. 2007. Discovery of transition rules for geographical cellular automata by using ant colony optimization. Science in China (Series D).50(10), 1578-1588. (PDF Fulltext)

  66. Li X, Liu X P. 2006. An extended cellular automaton using case-based reasoning for simulating urban development in a large complex region. International Journal of Geographical Information Science. 20, 1109-1136. (PDF Fulltext)

  67. Liu, X P, Li X (Correspondence author). 2006. Multi-agent systems for simulating spatial decision behaviors and land use dynamics,Science in China (Series D). 49(11), 1184-1194. (PDF Fulltext)

  68. Li X, Yeh A G O. 2005. Knowledge discovery for geographical cellular automata Science in China (Series D). 48(10), 1758-1767. (PDF Fulltext)

  69. Li X, Yeh A G O. 2005. Integration of genetic algorithms and GIS for optimal location search. International Journal of Geographical Information Science. 19(5), 581-601. (PDF Fulltext)

  70. Li X. 2005. A Four-component Efficiency Index for Assessing Land Development Using Remote Sensing and GIS. Photogrammetric Engineering & Remote Sensing, 71(1), 47-57. (PDF Fulltext)

  71. Li X, Yeh A G. O. 2004. Data mining of cellular automata's transition rules. International Journal of Geographical Information Science. 18(8), 723-744. (PDF Fulltext)

  72. Li X, Yeh AG O. 2004. Analyzing spatial restructuring of land use patterns in a fast growing region using remote sensing and GIS, Landscape and Urban Planning, 69(4): 335-354. (PDF Fulltext)

  73. Li X, Yeh A G O. 2004. Multitemporal SAR images for monitoring cultivation systems using case-based reasoning, Remote Sensing of Environment, 90(4): 524-534. (PDF Fulltext)

  74. Yeh A G O, Li X. 2003. Simulation of development alternatives using neural networks, cellular automata and GIS for urban planning, Photogrammetric Engineering & Remote Sensing. 69(9): 1043-1052. (PDF Fulltext)

  75. Li X, Yeh A G O. 2002. Neural-network-based cellular automata for simulating multiple land use changes using GIS, International Journal of Geographical Information Science. 16(4): 323-343. (PDF Fulltext)

  76. Li X, Yeh A G O. 2002. Integration of principal components analysis and cellular automata for spatial decisionmaking and urban simulation, Science in China (Series D), 45(6): 521-529. (PDF Fulltext)

  77. Li X, Yeh A G O. 2002. Urban simulation using principal components analysis and cellular automata for land-use planning, Photogrammetric Engineering & Remote Sensing, 68(4), 341-351. (PDF Fulltext)

  78. Yeh A G O, Li X. 2001. Measurement and monitoring of urban sprawl in a rapidly growing region using entropy, Photogrammetric Engineering & Remote Sensing,67(1), 83-90. (PDF Fulltext)

  79. Li X, Yeh A G O. 2001. Zoning land for agricultural protection by the integration of remote sensing, GIS and cellular automata. Photogrammetric Engineering & Remote Sensing, 67(4), 471-477. (PDF Fulltext)

  80. Li X, Yeh A G O. 2000. Modelling sustainable urban development by the integration of constrained cellular automata and GIS, International Journal of Geographical Information Science,14(2), 131-152. (PDF Fulltext)

  81. Li X, Yeh A G O. 1998. Principal component analysis of stacked multi-temporal images for the monitoring of rapid urban expansion in the Pearl River Delta, International Journal of Remote Sensing, 19(8), 1501-1518. (PDF Fulltext)

  82. Li X. 1996. A new method to improve classification accuracy with shape information, International Journal of Remote Sensing, 17(8), 1473-1482.

  83. Li X. 1994. A two-axis adjusted vegetation index (TWVI), International Journal of Remote Sensing, 15(7), 1447-1458. (PDF Fulltext)

  84. Li X. 1993. A united model for quantitative remote sensing of suspended sediment concentration, International Journal of Remote Sensing, 14(14), 2665-2676. (PDF Fulltext)

 

[2]. SSCI Papers:

  1. Xia Li, Guangzhao Chen, Xiaoping Liu, Xun Liang, Shaojian Wang, Yimin Chen, Fengsong Pei & Xiaocong Xu (2017): A New Global Land-Use and Land-Cover Change Product at a 1-km Resolution for 2010 to 2100 Based on Human–Environment Interactions, Annals of the American Association of Geographers. (PDF Fulltext)

  2. Shifa Ma, Xia Li, Yumei Cai, 2017. Delimiting the urban growth boundaries with a modified ant colony optimization model. Computers, Environment and Urban Systems. 62: 146-155. (PDF Fulltext)

  3. Chen Y M, Li X, Wang S J, Liu X P, Ai B, 2013. Simulating Urban Form and Energy Consumption in the Pearl River Delta under Different Development Strategies. Annals of the Association of American Geographers. 103(6): 1567–1585. (PDF Fulltext)

  4. Li X, Shi X, He, J Q, Liu X P, 2011. Coupling simulation and optimization to solve planning problems in a fast developing area. Annals of the Association of American Geographers. 101(5), 1032–1048. (PDF Fulltext)

  5. Yeh A G O, Li X. 2006. Errors and Uncertainties in Urban Cellular Automata, Computers, Environment and Urban Systems. 30(1), 10-28. (PDF Fulltext)

  6. Yeh A G O, Li X. 2002. A cellular automata model to simulate development density for urban planning, Environment and Planning B, 29, 431-450. (PDF Fulltext)

  7. Li X, Yeh A G O. 2001. Calibration of cellular automata by using neural networks for the simulation of complex urban systems. Environment and Planning A, 33, 1445-1462. (PDF Fulltext)

  8. Yeh A G O, Li X. 2001. A constrained CA model for the simulation and planning of sustainable urban forms by using GIS. Environment and Planning B, 28, 733-753. (PDF Fulltext)

  9. Yeh A G O, Li X. 1999. Economic development and agricultural land loss in the Pearl River Delta, China, Habitat International, 23(3), 373-390. (PDF Fulltext)

  10. Yeh A G O, Li X. 1998. Sustainable land development model for rapid growth areas using GIS, International Journal of Geographical Information Science. 12(2), 169-189. (PDF Fulltext)

  11. Li X. 1998. Measurement of rapid agricultural land loss in the Pearl River Delta with the Integration of remote sensing and GIS, Environment and Planning B, 25, 447-461. (PDF Fulltext)