Predicting combined tidal and pluvial flood inundation using a machine learning surrogate model
出版年份 2022 全文链接
标题
Predicting combined tidal and pluvial flood inundation using a machine learning surrogate model
作者
关键词
Coastal flooding, Machine learning, Surrogate modeling, Flood modeling
出版物
Journal of Hydrology-Regional Studies
Volume 41, Issue -, Pages 101087
出版商
Elsevier BV
发表日期
2022-04-22
DOI
10.1016/j.ejrh.2022.101087
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Pipedream: An interactive digital twin model for natural and urban drainage systems
- (2021) Matthew Bartos et al. ENVIRONMENTAL MODELLING & SOFTWARE
- U-FLOOD – Topographic deep learning for predicting urban pluvial flood water depth
- (2021) Roland Löwe et al. JOURNAL OF HYDROLOGY
- Exploring real-time control of stormwater systems for mitigating flood risk due to sea level rise
- (2020) Jeffrey M. Sadler et al. JOURNAL OF HYDROLOGY
- High-tide flooding disrupts local economic activity
- (2019) Miyuki Hino et al. Science Advances
- An ensemble neural network model for real-time prediction of urban floods
- (2019) Simon Berkhahn et al. JOURNAL OF HYDROLOGY
- Flood Risk Assessment and Increased Resilience for Coastal Urban Watersheds under the Combined Impact of Storm Tide and Heavy Rainfall
- (2019) Yawen Shen et al. JOURNAL OF HYDROLOGY
- A cloud-based flood warning system for forecasting impacts to transportation infrastructure systems
- (2018) Mohamed M. Morsy et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Surrogate modeling of joint flood risk across coastal watersheds
- (2018) Benjamin Bass et al. JOURNAL OF HYDROLOGY
- Recent and Future Outlooks for Nuisance Flooding Impacts on Roadways on the US East Coast
- (2018) Jennifer M. Jacobs et al. TRANSPORTATION RESEARCH RECORD
- Development and Comparison of Two Fast Surrogate Models for Urban Pluvial Flood Simulations
- (2018) María Bermúdez et al. WATER RESOURCES MANAGEMENT
- What Is Nuisance Flooding? Defining and Monitoring an Emerging Challenge
- (2018) Hamed R. Moftakhari et al. WATER RESOURCES RESEARCH
- Advances in surrogate modeling for storm surge prediction: storm selection and addressing characteristics related to climate change
- (2018) Jize Zhang et al. NATURAL HAZARDS
- Future Nuisance Flooding in Norfolk, VA, From Astronomical Tides and Annual to Decadal Internal Climate Variability
- (2018) A. G. Burgos et al. GEOPHYSICAL RESEARCH LETTERS
- Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption
- (2017) Muhammad Waseem Ahmad et al. ENERGY AND BUILDINGS
- An integrated two-stage support vector machine approach to forecast inundation maps during typhoons
- (2017) Bing-Chen Jhong et al. JOURNAL OF HYDROLOGY
- Estimating economic damage from climate change in the United States
- (2017) Solomon Hsiang et al. SCIENCE
- Sea level rise drives increased tidal flooding frequency at tide gauges along the U.S. East and Gulf Coasts: Projections for 2030 and 2045
- (2017) Kristina A. Dahl et al. PLoS One
- Evaluating the impact and risk of pluvial flash flood on intra-urban road network: A case study in the city center of Shanghai, China
- (2016) Jie Yin et al. JOURNAL OF HYDROLOGY
- A flood inundation modelling using v-support vector machine regression model
- (2015) Yang Liu et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Increased nuisance flooding along the coasts of the United States due to sea level rise: Past and future
- (2015) Hamed R. Moftakhari et al. GEOPHYSICAL RESEARCH LETTERS
- Coastal flood damage and adaptation costs under 21st century sea-level rise
- (2014) Jochen Hinkel et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Real-time urban flood forecasting and modelling – a state of the art
- (2013) Justine Henonin et al. JOURNAL OF HYDROINFORMATICS
- Future flood losses in major coastal cities
- (2013) Stephane Hallegatte et al. Nature Climate Change
- Coupled 1D and Noninertia 2D Flood Inundation Model for Simulation of Urban Flooding
- (2012) Solomon Dagnachew Seyoum et al. JOURNAL OF HYDRAULIC ENGINEERING
- Clustering-based hybrid inundation model for forecasting flood inundation depths
- (2010) Li-Chiu Chang et al. JOURNAL OF HYDROLOGY
- Scalability of an Unstructured Grid Continuous Galerkin Based Hurricane Storm Surge Model
- (2010) S. Tanaka et al. JOURNAL OF SCIENTIFIC COMPUTING
- Empirical characterization of random forest variable importance measures
- (2007) Kellie J. Archer et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started