Xiaoping Liu
Orcid: 0000-0003-4242-5392Affiliations:
- Sun Yat-sen University, School of Geography and Planning, Guangdong Provincial Key Laboratory of Urbanization and Geo-Simulation, Guangzhou, China (PhD 2008)
According to our database1,
Xiaoping Liu
authored at least 76 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks.
Int. J. Geogr. Inf. Sci., March, 2024
CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023
An Adaptive Stacking Regressor With a Self-Iterative Optimization Module for Improving Fractional Woody Cover Mapping.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach.
IEEE Trans. Geosci. Remote. Sens., 2022
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022
Tensor-CA: A high-performance cellular automata model for land use simulation based on vectorization and GPU.
Trans. GIS, 2022
Integrating a deep forest algorithm with vector-based cellular automata for urban land change simulation.
Trans. GIS, 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Simulating multiple urban land use changes by integrating transportation accessibility and a vector-based cellular automata: a case study on city of Toronto.
Geo spatial Inf. Sci., 2022
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping.
IEEE Trans. Geosci. Remote. Sens., 2021
Mapping Multi-Temporal Population Distribution in China from 1985 to 2010 Using Landsat Images via Deep Learning.
Remote. Sens., 2021
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.
CoRR, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Geosci. Remote. Sens. Lett., 2020
Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones.
Int. J. Geogr. Inf. Sci., 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network.
Remote. Sens., 2019
IET Comput. Vis., 2019
The scale effects of the spatial autocorrelation measurement: aggregation level and spatial resolution.
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
Evaluation of Luojia 1-01 nighttime light imagery for impervious surface detection: A comparison with NPP-VIIRS nighttime light data.
Int. J. Appl. Earth Obs. Geoinformation, 2019
2018
Proximity Expansion Index: An improved approach to characterize evolution process of urban expansion.
Comput. Environ. Urban Syst., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Mapping the spatial disparities in urban health care services using taxi trajectories data.
Trans. GIS, 2018
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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
Int. J. Geogr. Inf. Sci., 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
Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model.
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
IEEE Access, 2018
2017
The Impact of Energy Consumption on the Surface Urban Heat Island in China's 32 Major Cities.
Remote. Sens., 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
Int. J. Geogr. Inf. Sci., 2017
Int. J. Geogr. Inf. Sci., 2017
Exploring the performance of spatio-temporal assimilation in an urban cellular automata model.
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
Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest.
CoRR, 2017
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
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
Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model.
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
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
A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules.
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
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
2009
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
2007
Proceedings of the Third International Conference on Natural Computation, 2007