Simulation of Dynamic Urban Expansion under Ecological Constraints Using a Long Short Term Memory Network Model and Cellular Automata

Simulation of Dynamic Urban Expansion under Ecological Constraints Using a Long Short Term Memory Network Model and Cellular Automata

Rapid urban expansion has seriously threatened ecological security and the natural environment on a global scale, thus, the simulation of dynamic urban expansion is a hot topic in current research. Existing urban expansion simulation models focus on the mining of spatial neighborhood features among...

Full description

Bibliographic Details
Main Authors: Jiamin Liu, Bin Xiao, Yueshi Li, Xiaoyun Wang, Qiang Bie, Jizong Jiao
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Remote Sensing
Subjects:
urban expansion
long short term memory
scenario simulation
ecological constraint
semi-arid region
remote sensing
Online Access:https://www.mdpi.com/2072-4292/13/8/1499

Internet

https://www.mdpi.com/2072-4292/13/8/1499

Similar Items