Xia Li

Orcid: 0000-0003-3050-8529

Affiliations:
  • Sun Yat-Sen University, Centre for Remote Sensing and Geographical Information Sciences, Guangzhou, China
  • The Guangzhou Institute of Geography, Guangzhou, China (former)
  • The University of Hong Kong, Centre of Urban Planning and Environmental Management, Hong Kong (former)


According to our database1, Xia Li authored at least 73 papers between 1998 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach.
IEEE Trans. Geosci. Remote. Sens., 2022

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.
IEEE Trans. Geosci. Remote. Sens., 2021

An Urban Flooding Index for Unsupervised Inundated Urban Area Detection Using Sentinel-1 Polarimetric SAR Images.
Remote. Sens., 2021

The Traj2Vec model to quantify residents' spatial trajectories and estimate the proportions of urban land-use types.
Int. J. Geogr. Inf. Sci., 2021

2020
Tourism land use simulation for regional tourism planning using POIs and cellular automata.
Trans. GIS, 2020

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2020

Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata.
Int. J. Geogr. Inf. Sci., 2020

What is the influence of landscape metric selection on the calibration of land-use/cover simulation models?
Environ. Model. Softw., 2020

Integration of spatialization and individualization: the future of epidemic modelling for communicable diseases.
Ann. GIS, 2020

2019
A Spatial-Socioeconomic Urban Development Status Curve from NPP-VIIRS Nighttime Light Data.
Remote. Sens., 2019

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., 2019

Measuring inter-city connectivity in an urban agglomeration based on multi-source data.
Int. J. Geogr. Inf. Sci., 2019

Sensitivity of disease cluster detection to spatial scales: an analysis with the spatial scan statistic method.
Int. J. Geogr. Inf. Sci., 2019

Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints.
Int. J. Geogr. Inf. Sci., 2019

Forest Loss Simulation and Water Yield Assessment Based On GEOSOS-FLUS Model: A Case Study of Yangtze River Delta and Pearl River Delta.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Mapping the spatial disparities in urban health care services using taxi trajectories data.
Trans. GIS, 2018

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., 2018

Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics.
Int. J. Geogr. Inf. Sci., 2018

Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques.
Int. J. Geogr. Inf. Sci., 2018

Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Road Detection From Remote Sensing Images by Generative Adversarial Networks.
IEEE Access, 2018

2017
Delimiting the urban growth boundaries with a modified ant colony optimization model.
Comput. Environ. Urban Syst., 2017

Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data.
Remote. Sens., 2017

Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data.
Int. J. Geogr. Inf. Sci., 2017

Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model.
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.
Int. J. Geogr. Inf. Sci., 2017

Integrating multi-source big data to infer building functions.
Int. J. Geogr. Inf. Sci., 2017

Experiences and issues of using cellular automata for assisting urban and regional planning in China.
Int. J. Geogr. Inf. Sci., 2017

Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning.
Int. J. Geogr. Inf. Sci., 2017

Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models.
CoRR, 2017

2016
Knowledge Transfer for Large-Scale Urban Growth Modeling Based on Formal Concept Analysis.
Trans. GIS, 2016

Mapping Global Fossil Fuel Combustion CO<sub>2</sub> Emissions at High Resolution by Integrating Nightlight, Population Density, and Traffic Network Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2015
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2015

A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area.
Remote. Sens., 2015

Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes.
Int. J. Geogr. Inf. Sci., 2015

Simulating urban growth in a metropolitan area based on weighted urban flows by using web search engine.
Int. J. Geogr. Inf. Sci., 2015

2014
Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric.
IEEE Trans. Geosci. Remote. Sens., 2014

Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens., 2014

Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata.
Int. J. Geogr. Inf. Sci., 2014

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., 2014

2013
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., 2013

Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton.
Int. J. Geogr. Inf. Sci., 2013

Calibrating cellular automata based on landscape metrics by using genetic algorithms.
Int. J. Geogr. Inf. Sci., 2013

An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas.
Int. J. Geogr. Inf. Sci., 2013

2012
A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas.
Int. J. Geogr. Inf. Sci., 2012

Assimilating process context information of cellular automata into change detection for monitoring land use changes.
Int. J. Geogr. Inf. Sci., 2012

A modified particle swarm optimization algorithm for optimal allocation of earthquake emergency shelters.
Int. J. Geogr. Inf. Sci., 2012

Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics.
Int. J. Geogr. Inf. Sci., 2012

2011
Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems.
Int. J. Geogr. Inf. Sci., 2011

Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape.
Int. J. Geogr. Inf. Sci., 2011

Concepts, methodologies, and tools of an integrated geographical simulation and optimization system.
Int. J. Geogr. Inf. Sci., 2011

2010
Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method.
IEEE Trans. Geosci. Remote. Sens., 2010

Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata.
Int. J. Geogr. Inf. Sci., 2010

Parallel cellular automata for large-scale urban simulation using load-balancing techniques.
Int. J. Geogr. Inf. Sci., 2010

An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint.
Int. J. Geogr. Inf. Sci., 2010

Integrating object-oriented image analysis and decision tree algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A gene expression programming algorithm for multiobjective site-search problem.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
Ant intelligence for solving optimal path-covering problems with multi-objectives.
Int. J. Geogr. Inf. Sci., 2009

Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques.
Int. J. Geogr. Inf. Sci., 2009

2008
An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization.
IEEE Trans. Geosci. Remote. Sens., 2008

A bottom-up approach to discover transition rules of cellular automata using ant intelligence.
Int. J. Geogr. Inf. Sci., 2008

Embedding sustainable development strategies in agent-based models for use as a planning tool.
Int. J. Geogr. Inf. Sci., 2008

Cellular automata for simulating land use changes based on support vector machines.
Comput. Geosci., 2008

Multi-Agent Simulation of Epidemic Spatio-Temporal Transmission.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Kernel-Based Cellular Automata for Urban Simulation.
Proceedings of the Third International Conference on Natural Computation, 2007

2006
Errors and uncertainties in urban cellular automata.
Comput. Environ. Urban Syst., 2006

2005
Integration of genetic algorithms and GIS for optimal location search.
Int. J. Geogr. Inf. Sci., 2005

2004
Data mining of cellular automata's transition rules.
Int. J. Geogr. Inf. Sci., 2004

2002
Neural-network-based cellular automata for simulating multiple land use changes using GIS.
Int. J. Geogr. Inf. Sci., 2002

2000
Modelling sustainable urban development by the integration of constrained cellular automata and GIS.
Int. J. Geogr. Inf. Sci., 2000

Simulation of Compact Cities Based on the Integration of Cellular Automata and GIS.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000

1998
Sustainable Land Development Model for Rapid Growth Areas Using GIS.
Int. J. Geogr. Inf. Sci., 1998


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