Data-driven surrogate modeling: Introducing spatial lag to consider spatial autocorrelation of flooding within urban drainage systems
Author:
Publisher
Elsevier BV
Subject
Ecological Modeling,Environmental Engineering,Software
Reference33 articles.
1. Probabilistic evaluation of flood hazardin urban areas using Monte Carlo simulation;Aronica;Hydrol. Process.,2012
2. A review of surrogate models and their application to groundwater modeling;Asher;Water Resour. Res.,2015
3. Extreme precipitation events and infectious disease risk: a scoping review and framework for infectious respiratory viruses;Aune;Int. J. Environ. Res. Publ. Health,2022
4. A critical review of integrated urban water modelling Urban drainage and beyond;Bach;Environ. Model. Software,2014
5. An ensemble neural network model for real-time prediction of urban floods;Berkhahn;J. Hydrol.,2019
Cited by 21 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. Optimized green infrastructure planning at the city scale based on an interpretable machine learning model and multi-objective optimization algorithm: A case study of central Beijing, China;Landscape and Urban Planning;2024-12
2. Layout Optimization for Stormwater Harvesting Facilities in Coal Ports Considering Stochasticity of Underlying Surface Types;Journal of Construction Engineering and Management;2024-10
3. Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks;Water Research;2024-10
4. Automatic topology and capacity generation framework for urban drainage systems with deep learning-based land use segmentation and hydrological characterization;Journal of Hydrology;2024-09
5. Risk prediction based on oversampling technology and ensemble model optimized by tree-structured parzed estimator;International Journal of Disaster Risk Reduction;2024-09
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