UrbanGenoGAN: pioneering urban spatial planning using the synergistic integration of GAN, GA, and GIS
Introduction: Urban spatial planning is critical for the development of sustainable and livable cities. However, traditional planning methods often face challenges in handling complex planning scenarios and large-scale data.Methods: This paper introduces UrbanGenoGAN, a novel algorithm that integrat...
Main Authors: | Wanyue Cheng, Yusu Chu, Chenyuan Xia, Boliang Zhang, Junming Chen, Mengyan Jia, Wenxiao Wang |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2023-12-01
|
Series: | Frontiers in Environmental Science |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fenvs.2023.1287858/full |
Similar Items
-
Use of GAN to Help Networks to Detect Urban Change Accurately
by: Chenyang He, et al.
Published: (2022-10-01) -
Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery – the case of Chinese urban village detection
by: Alessandro Crivellari, et al.
Published: (2023-12-01) -
GenoSSRFinder: a tool for rapid, precise, and targeted simple sequence repeat detection in genomic studies
by: M. Alhawatema
Published: (2023-10-01) -
Pioneering in city streets : an evaluation of the urban homesteading model
by: Neuwirth, Roannne Margaret
Published: (2013) -
GIS and urban data science
by: Yijing Li, et al.
Published: (2022-05-01)