Pluvial flood susceptibility mapping for data-scarce urban areas using graph attention network and basic flood conditioning factors
出版年份 2023 全文链接
标题
Pluvial flood susceptibility mapping for data-scarce urban areas using graph attention network and basic flood conditioning factors
作者
关键词
-
出版物
Geocarto International
Volume 38, Issue 1, Pages -
出版商
Informa UK Limited
发表日期
2023-10-27
DOI
10.1080/10106049.2023.2275692
参考文献
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- (2023) Peiyuan Li et al. GEOPHYSICAL RESEARCH LETTERS
- Flood Susceptibility Mapping Using Image-Based 2D-CNN Deep Learning: Overview and Case Study Application Using Multiparametric Spatial Data in Data-Scarce Urban Environments
- (2023) Yashon O. Ouma et al. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
- Flood hazard assessment in Yemen using a novel hybrid approach of Grey Wolf and Levenberg Marquardt optimizers
- (2023) Ahmed M. Al-Areeq et al. Geocarto International
- Post‐event flood mapping for road networks using taxi GPS data
- (2022) Xiangfu Kong et al. Journal of Flood Risk Management
- Extracting historical flood locations from news media data by the named entity recognition (NER) model to assess urban flood susceptibility
- (2022) Shengnan Fu et al. JOURNAL OF HYDROLOGY
- Solar Wind Speed Prediction via Graph Attention Network
- (2022) Yanru Sun et al. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
- Flash flood susceptibility mapping using stacking ensemble machine learning models
- (2022) Ioanna Ilia et al. Geocarto International
- Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany
- (2022) Omar Seleem et al. Geomatics Natural Hazards & Risk
- Modelling flood susceptibility in northern Iran: Application of five well‐known machine‐learning models
- (2022) Ashkan Kohansarbaz et al. IRRIGATION AND DRAINAGE
- Urban flood susceptibility mapping based on social media data in Chengdu city, China
- (2022) Yao Li et al. Sustainable Cities and Society
- A Positive-Unlabeled Learning Algorithm for Urban Flood Susceptibility Modeling
- (2022) Wenkai Li et al. Land
- Novel ensemble machine learning models in flood susceptibility mapping
- (2021) Pankaj Prasad et al. Geocarto International
- Low-Cost, Low-Energy, Wireless Hydrological Monitoring Platform: Design, Deployment, and Evaluation
- (2021) Qasem Abdelal et al. Journal of Sensors
- Flood hazard mapping of Sangu River basin in Bangladesh using multi‐criteria analysis of hydro‐geomorphological factors
- (2021) Rashed Uz Zzaman et al. Journal of Flood Risk Management
- A rainfall threshold‐based approach to early warnings in urban data‐scarce regions: A case study of pluvial flooding in Alexandria, Egypt
- (2021) Adele Young et al. Journal of Flood Risk Management
- Flash-flood susceptibility mapping based on XGBoost, Random Forest and Boosted Regression Trees
- (2021) Rahebeh Abedi et al. Geocarto International
- A review on the attention mechanism of deep learning
- (2021) Zhaoyang Niu et al. NEUROCOMPUTING
- Examining LightGBM and CatBoost Models for Wadi Flash Flood Susceptibility Prediction
- (2021) Mohamed Saber et al. Geocarto International
- Improving urban flood susceptibility mapping using transfer learning
- (2021) Gang Zhao et al. JOURNAL OF HYDROLOGY
- Delineation of flood‐prone areas in cliffed coastal regions through a procedure based on the geomorphic flood index
- (2021) Cinzia Albertini et al. Journal of Flood Risk Management
- Flood susceptibility assessment for ungauged sites in urban areas using spatial modeling
- (2021) Zohreh Masoumi Journal of Flood Risk Management
- The Mfoundi Watershed at Yaoundé in the Humid Tropical Zone of Cameroon: A Case Study of Urban Flood Susceptibility Mapping
- (2021) Daouda Nsangou et al. Earth Systems and Environment
- Identification of areas prone to flash-flood phenomena using multiple-criteria decision-making, bivariate statistics, machine learning and their ensembles
- (2020) Romulus Costache et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Feature Engineering and Selection: A Practical Approach for Predictive Models
- (2020) Brandon Butcher et al. AMERICAN STATISTICIAN
- Development of novel hybridized models for urban flood susceptibility mapping
- (2020) Omid Rahmati et al. Scientific Reports
- Effect of climate change and urbanisation on flood protection decision‐making
- (2020) Velautham Daksiya et al. Journal of Flood Risk Management
- A Comprehensive Survey on Graph Neural Networks
- (2020) Zonghan Wu et al. IEEE Transactions on Neural Networks and Learning Systems
- Flood Susceptibility Mapping on a National Scale in Slovakia Using the Analytical Hierarchy Process
- (2019) Matej Vojtek et al. Water
- Urban flood risk mapping using an optimised additive weighting methodology based on open data
- (2019) Daniel Jato‐Espino et al. Journal of Flood Risk Management
- Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples
- (2019) Xianzhe Tang et al. JOURNAL OF HYDROLOGY
- Automated localization of urban drainage infrastructure from public-access street-level images
- (2019) Dominik Boller et al. Urban Water Journal
- Flood susceptibility mapping using convolutional neural network frameworks
- (2019) Yi Wang et al. JOURNAL OF HYDROLOGY
- A Statistical Approach to Mapping Flood Susceptibility in the Lower Connecticut River Valley Region
- (2018) Jason Giovannettone et al. WATER RESOURCES RESEARCH
- Urbanization exacerbated the rainfall and flooding caused by hurricane Harvey in Houston
- (2018) Wei Zhang et al. NATURE
- Assessment of urban flood susceptibility using semi-supervised machine learning model
- (2018) Gang Zhao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A novel hybrid artificial intelligence approach for flood susceptibility assessment
- (2017) Kamran Chapi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- A step towards considering the spatial heterogeneity of urban key features in urban hydrology flood modelling
- (2016) J. Leandro et al. JOURNAL OF HYDROLOGY
- Supervised and semi-supervised classifiers for the detection of flood-prone areas
- (2016) Giorgio Gnecco et al. SOFT COMPUTING
- A methodology for flood susceptibility and vulnerability analysis in complex flood scenarios
- (2016) F. Dottori et al. Journal of Flood Risk Management
- Impacts of urban biophysical composition on land surface temperature in urban heat island clusters
- (2015) Guanhua Guo et al. LANDSCAPE AND URBAN PLANNING
- Flood susceptibility mapping using integrated bivariate and multivariate statistical models
- (2014) Mahyat Shafapour Tehrany et al. Environmental Earth Sciences
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