Modeling urban regions: Comparing random forest and support vector machines for cellular automata
Author:
Affiliation:
1. Institute of Geography Ruhr‐University Bochum Bochum Germany
2. Urban Systems LabThe New School New York NY USA
Funder
National Science Foundation
Publisher
Wiley
Subject
General Earth and Planetary Sciences
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/tgis.12756
Reference70 articles.
1. Assessing the effect of temporal dynamics on urban growth simulation: Towards an asynchronous cellular automata
2. Simulating urban growth in a megalopolitan area using a patch-based cellular automata
Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Machine Learning for Criteria Weighting in GIS-Based Multi-Criteria Evaluation: A Case Study of Urban Suitability Analysis;Land;2024-08-15
2. The Geographic Automata Tool: A New General-Purpose Geosimulation Extension for ArcGIS Pro;Applied Sciences;2024-07-26
3. Spatial constraints in cellular automata-based urban growth models: A systematic comparison of classifiers and input urban maps;Computers, Environment and Urban Systems;2024-06
4. Model construction and empirical of urban characteristic planning evaluation index system;Proceedings of the Institution of Civil Engineers - Municipal Engineer;2024-06-01
5. Investigating the interactions between spatiotemporal land use/land cover dynamics and private land ownership;Land Use Policy;2024-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3