Xia Li

Research.com Recognitions

• 2025 - Research.com Engineering and Technology in China Leader Award

Overview

Best Publications

• A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects

  Xiaoping Liu;Xun Liang;Xia Li;Xia Li;Xiaocong Xu

  1593
  Citations

• Neural-network-based cellular automata for simulating multiple land use changes using GIS

  Xia Li;Anthony Gar-On Yeh

  1067
  Citations

• Modelling sustainable urban development by the integration of constrained cellular automata and GIS

  Xia Li;Anthony Gar-On Yeh

  947
  Citations

• Mapping global urban boundaries from the global artificial impervious area (GAIA) data

  Xuecao Li;Peng Gong;Yuyu Zhou;Jie Wang;Jie Wang

  672
  Citations

• High-resolution multi-temporal mapping of global urban land using Landsat images based on the Google Earth Engine Platform

  Xiaoping Liu;Guohua Hu;Yimin Chen;Xia Li

  631
  Citations

• Measurement and monitoring of urban sprawl in a rapidly growing region using entropy

  Anthony Gar-On Yeh;Xia Li

  557
  Citations

• Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model

  Yao Yao;Xia Li;Xiaoping Liu;Penghua Liu

  474
  Citations

• A New Global Land-Use and Land-Cover Change Product at a 1-km Resolution for 2010 to 2100 Based on Human–Environment Interactions

  Xia Li;Guangzhao Chen;Xiaoping Liu;Xun Liang

  386
  Citations

• Cellular automata for simulating land use changes based on support vector machines

  Qingsheng Yang;Xia Li;Xun Shi

  344
  Citations

• A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data

  Zhixin Qi;Anthony Gar-On Yeh;Xia Li;Zheng Lin

  323
  Citations

• A Constrained CA Model for the Simulation and Planning of Sustainable Urban Forms by Using GIS

  Anthony Gar-On Yeh;Xia Li

  311
  Citations

• Simulating urban growth by integrating landscape expansion index LEI and cellular automata

  Xiaoping Liu;Lei Ma;Xia Li;Bin Ai

  295
  Citations

• Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy

  Yimin Chen;Xia Li;Xiaoping Liu;Bin Ai

  290
  Citations

• Quantifying the relationship between urban forms and carbon emissions using panel data analysis

  Jinpei Ou;Xiaoping Liu;Xia Li;Yimin Chen

  283
  Citations

• Sustainable land development model for rapid growth areas using GIS

  Anthony Gar-On Yeh;Xia Li

  273
  Citations

• Data mining of cellular automata's transition rules

  Xia Li;Anthony Gar-On Yeh

  263
  Citations

• Estimating the relationship between urban forms and energy consumption: A case study in the Pearl River Delta, 2005–2008

  Yimin Chen;Xia Li;Yong Zheng;Yanyan Guan

  239
  Citations

• Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing

  Jun Li;Alexander Agathos;Daniela Zaharie;Jose M. Bioucas-Dias

  236
  Citations

• CALIBRATION OF CELLULAR AUTOMATA BY USING NEURAL NETWORKS FOR THE SIMULATION OF COMPLEX URBAN SYSTEMS

  Xia Li;Anthony Gar-On Yeh

  235
  Citations

• Modelling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images

  L. Zhuo;T. Ichinose;J. Zheng;J. Chen

  233
  Citations

• A bottom-up approach to discover transition rules of cellular automata using ant intelligence

  Xiaoping Liu;Xia Li;Lin Liu;Jinqiang He

  227
  Citations

• Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data

  Yao Yao;Xiaoping Liu;Xia Li;Jinbao Zhang

  212
  Citations