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Xiaoping Liu 0001
Person information
- affiliation (PhD 2008): Sun Yat-sen University, School of Geography and Planning, Guangdong Provincial Key Laboratory of Urbanization and Geo-Simulation, Guangzhou, China
Other persons with the same name
- Xiaoping Liu — disambiguation page
- Xiaoping Liu 0002
— University of Chinese Academy of Sciences, Hangzhou Institute for Advanced Study, Beijing, China (and 4 more)
- Xiaoping Liu 0003
- Xiaoping Liu 0004
- Xiaoping Liu 0005
- Xiaoping Liu 0006
- Xiaoping Liu 0007 — Northeastern University, D'Amore-McKim School of Business, Boston, MA, USA
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2020 – today
- 2024
- [j75]Yaotong Cai, Peng Zhu, Xiaoping Liu, Yan Zhou:
Forest fragmentation trends and modes in China: Implications for conservation and restoration. Int. J. Appl. Earth Obs. Geoinformation 133: 104094 (2024) - [j74]Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang:
A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks. Int. J. Geogr. Inf. Sci. 38(3): 503-526 (2024) - [j73]Ming Jiang
Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5280-5293 (2024) - [j72]Fangjie Zhu
CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7040-7051 (2024) - [j71]Yangzi Che
A Simple and Reliable Method for Estimating Building-Scale Height Based on Multisource Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8302-8312 (2024) - [j70]Tao Liu
Urban Trees Expansion and Exposure Improvement in China: Insights From Satellite Observations (1985-2023). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 9694-9705 (2024) - [c3]Yaotong Cai, Xiaoping Liu:
Mapping China's Annual Tree Cover: A Holistic and Efficient Framework Integrating Satellite Imagery and Advanced Modeling. IGARSS 2024: 3000-3003 - 2023
- [j69]Yaotong Cai
A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery. Int. J. Appl. Earth Obs. Geoinformation 118: 103226 (2023) - [j68]Yaotong Cai
An Adaptive Stacking Regressor With a Self-Iterative Optimization Module for Improving Fractional Woody Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - 2022
- [j67]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang:
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 106: 102667 (2022) - [j66]Xiaocong Xu
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. 25(3): 439-456 (2022) - [j65]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xiaoding Liu:
Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j64]Haoming Zhuang
Tensor-CA: A high-performance cellular automata model for land use simulation based on vectorization and GPU. Trans. GIS 26(2): 755-778 (2022) - [j63]Haoming Zhuang
Integrating a deep forest algorithm with vector-based cellular automata for urban land change simulation. Trans. GIS 26(4): 2056-2080 (2022) - [j62]Mengxi Liu
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j61]Qian Shi
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j60]Xiaocong Xu
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - 2021
- [j59]Haoming Zhuang
Mapping Multi-Temporal Population Distribution in China from 1985 to 2010 Using Landsat Images via Deep Learning. Remote. Sens. 13(17): 3533 (2021) - [j58]Da He
Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping. IEEE Trans. Geosci. Remote. Sens. 59(12): 10628-10646 (2021) - [c2]Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu:
Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network. IGARSS 2021: 5366-5369 - [i3]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR abs/2103.00188 (2021) - [i2]Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni:
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images. CoRR abs/2108.04173 (2021) - 2020
- [j57]Xun Liang
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. 34(10): 1930-1952 (2020) - [j56]Qian Shi
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. IEEE Geosci. Remote. Sens. Lett. 17(8): 1430-1434 (2020)
2010 – 2019
- 2019
- [j55]Jinpei Ou
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 81: 1-12 (2019) - [j54]Yimin Chen
Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. Int. J. Geogr. Inf. Sci. 33(1): 55-80 (2019) - [j53]Boen Zhang
The scale effects of the spatial autocorrelation measurement: aggregation level and spatial resolution. Int. J. Geogr. Inf. Sci. 33(5): 945-966 (2019) - [j52]Qian Shi
Regularised transfer learning for hyperspectral image classification. IET Comput. Vis. 13(2): 188-193 (2019) - [j51]Penghua Liu
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network. Remote. Sens. 11(7): 830 (2019) - [j50]Xingdong Deng, Penghua Liu
Geospatial Big Data: New Paradigm of Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 3841-3851 (2019) - 2018
- [j49]Qian Shi
Road Detection From Remote Sensing Images by Generative Adversarial Networks. IEEE Access 6: 25486-25494 (2018) - [j48]Yuchao Yan, Xiaoping Liu, Jinpei Ou
Assimilating multi-source remotely sensed data into a light use efficiency model for net primary productivity estimation. Int. J. Appl. Earth Obs. Geoinformation 72: 11-25 (2018) - [j47]Xiaoping Liu
Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. Int. J. Geogr. Inf. Sci. 32(1): 73-101 (2018) - [j46]Xiaoping Liu
Characterizing mixed-use buildings based on multi-source big data. Int. J. Geogr. Inf. Sci. 32(4): 738-756 (2018) - [j45]Xun Liang
Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model. Int. J. Geogr. Inf. Sci. 32(11): 2294-2316 (2018) - [j44]Ran Liu
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. 11(2): 572-584 (2018) - [j43]Yinghuai Huang
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. 11(12): 4618-4629 (2018) - [j42]Yimin Chen
Mapping the spatial disparities in urban health care services using taxi trajectories data. Trans. GIS 22(2): 602-615 (2018) - [j41]Qian Shi
An Active Relearning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(6): 3468-3486 (2018) - [j40]Limin Jiao, Jiafeng Liu, Gang Xu
Proximity Expansion Index: An improved approach to characterize evolution process of urban expansion. Comput. Environ. Urban Syst. 70: 102-112 (2018) - 2017
- [j39]Yao Yao, Xia Li
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model. Int. J. Geogr. Inf. Sci. 31(4): 825-848 (2017) - [j38]Yao Yao, Xiaoping Liu, Xia Li
Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data. Int. J. Geogr. Inf. Sci. 31(6): 1220-1244 (2017) - [j37]Xia Li
Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. 31(8): 1606-1629 (2017) - [j36]Xiaoping Liu
Classifying urban land use by integrating remote sensing and social media data. Int. J. Geogr. Inf. Sci. 31(8): 1675-1696 (2017) - [j35]Xinli Ke, Weiwei Zheng, Ting Zhou, Xiaoping Liu
A CA-based land system change model: LANDSCAPE. Int. J. Geogr. Inf. Sci. 31(9): 1798-1817 (2017) - [j34]Ning Niu
Integrating multi-source big data to infer building functions. Int. J. Geogr. Inf. Sci. 31(9): 1871-1890 (2017) - [j33]Xuecao Li, Hui Lu
Exploring the performance of spatio-temporal assimilation in an urban cellular automata model. Int. J. Geogr. Inf. Sci. 31(11): 2195-2215 (2017) - [j32]Yao Yao
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. 31(12): 2452-2479 (2017) - [j31]Yimin Chen
Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. Int. J. Geogr. Inf. Sci. 31(12): 2480-2504 (2017) - [j30]Yimin Chen
Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. Remote. Sens. 9(2): 164 (2017) - [j29]Weilin Liao, Xiaoping Liu, Dagang Wang
The Impact of Energy Consumption on the Surface Urban Heat Island in China's 32 Major Cities. Remote. Sens. 9(3): 250 (2017) - [i1]Yao Yao, Xiaoping Liu, Dachuan Zhang, Zhaotang Liang, Yatao Zhang:
Simulation of Urban Expansion and Farmland Loss in China by Integrating Cellular Automata and Random Forest. CoRR abs/1705.05651 (2017) - 2016
- [j28]Jinpei Ou
Mapping Global Fossil Fuel Combustion CO2 Emissions at High Resolution by Integrating Nightlight, Population Density, and Traffic Network Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1674-1684 (2016) - 2015
- [j27]Xuecao Li, Xiaoping Liu, Peng Gong:
Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model. Int. J. Geogr. Inf. Sci. 29(5): 762-785 (2015) - [j26]Yihan Zhang, Xia Li
Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. Int. J. Geogr. Inf. Sci. 29(9): 1612-1631 (2015) - [j25]Xiaoping Liu, Guohua Hu
A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. Remote. Sens. 7(12): 17168-17189 (2015) - 2014
- [j24]Xiaoping Liu, Lei Ma
Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int. J. Geogr. Inf. Sci. 28(1): 148-163 (2014) - [j23]Yimin Chen
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. 28(2): 234-255 (2014) - [j22]Xuecao Li, Xiaoping Liu, Le Yu
A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules. Int. J. Geogr. Inf. Sci. 28(7): 1317-1335 (2014) - [j21]Bin Ai, Xiaoping Liu, Guohua Hu
Improved Sub-Pixel Mapping Method Coupling Spatial Dependence With Directivity and Connectivity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4887-4896 (2014) - [j20]Jiayong Liang
Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. IEEE Trans. Geosci. Remote. Sens. 52(1): 603-615 (2014) - 2013
- [j19]Xia Li
Calibrating cellular automata based on landscape metrics by using genetic algorithms. Int. J. Geogr. Inf. Sci. 27(3): 594-613 (2013) - [j18]Kangning Huang
An improved artificial immune system for seeking the Pareto front of land-use allocation problem in large areas. Int. J. Geogr. Inf. Sci. 27(5): 922-946 (2013) - [j17]Xia Li
Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. Int. J. Geogr. Inf. Sci. 27(10): 1829-1848 (2013) - [j16]Shaoying Li
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. 27(12): 2410-2435 (2013) - 2012
- [j15]Yimin Chen
Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. Int. J. Geogr. Inf. Sci. 26(7): 1155-1172 (2012) - [j14]Xiaoping Liu, Xia Li
A multi-type ant colony optimization (MACO) method for optimal land use allocation in large areas. Int. J. Geogr. Inf. Sci. 26(7): 1325-1343 (2012) - [j13]Xia Li
Assimilating process context information of cellular automata into change detection for monitoring land use changes. Int. J. Geogr. Inf. Sci. 26(9): 1667-1687 (2012) - 2011
- [j12]Xia Li
Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. Int. J. Geogr. Inf. Sci. 25(4): 575-593 (2011) - [j11]Xia Li
Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. Int. J. Geogr. Inf. Sci. 25(4): 633-655 (2011) - [j10]Xiaoping Liu, Xia Li
Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. Int. J. Geogr. Inf. Sci. 25(11): 1829-1848 (2011) - 2010
- [j9]Xiaoping Liu, Xia Li
Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. Int. J. Geogr. Inf. Sci. 24(5): 783-802 (2010) - [j8]Xia Li
Parallel cellular automata for large-scale urban simulation using load-balancing techniques. Int. J. Geogr. Inf. Sci. 24(6): 803-820 (2010) - [j7]Yimin Chen
An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. Int. J. Geogr. Inf. Sci. 24(8): 1269-1288 (2010) - [j6]Xiaoping Liu, Xia Li
Determining Class Proportions Within a Pixel Using a New Mixed-Label Analysis Method. IEEE Trans. Geosci. Remote. Sens. 48(4-1): 1882-1891 (2010)
2000 – 2009
- 2009
- [j5]Xia Li, Jinqiang He, Xiaoping Liu:
Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques. Int. J. Geogr. Inf. Sci. 23(4): 399-416 (2009) - [j4]Xia Li, Jinqiang He, Xiaoping Liu:
Ant intelligence for solving optimal path-covering problems with multi-objectives. Int. J. Geogr. Inf. Sci. 23(7): 839-857 (2009) - 2008
- [j3]Xia Li
Embedding sustainable development strategies in agent-based models for use as a planning tool. Int. J. Geogr. Inf. Sci. 22(1): 21-45 (2008) - [j2]Xiaoping Liu, Xia Li
A bottom-up approach to discover transition rules of cellular automata using ant intelligence. Int. J. Geogr. Inf. Sci. 22(11&12): 1247-1269 (2008) - [j1]Xiaoping Liu, Xia Li
An Innovative Method to Classify Remote-Sensing Images Using Ant Colony Optimization. IEEE Trans. Geosci. Remote. Sens. 46(12): 4198-4208 (2008) - 2007
- [c1]Xiaoping Liu, Xia Li
Kernel-Based Cellular Automata for Urban Simulation. ICNC (3) 2007: 556-560
Coauthor Index
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