Yimin Chen

Orcid: 0000-0003-1976-6041

Affiliations:
  • Sun Yat-sen University, School of Geography and Planning, China
  • Sun Yat-sen University, Guangdong Provincial Key Laboratory of Urbanization and Geo-Simulation, China (PhD 2014)


According to our database1, Yimin Chen authored at least 24 papers between 2010 and 2024.

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

Timeline

Legend:

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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

Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

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

A novel unsupervised deep learning method for the generalization of urban form.
Geo spatial Inf. Sci., 2022

2021
MHA-Net: Multipath Hybrid Attention Network for Building Footprint Extraction From High-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

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

Quantifying the relationships between network distance and straight-line distance: applications in spatial bias correction.
Ann. GIS, 2021

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

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

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

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
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

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
Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata.
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


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