Image de couverture de livre

High-Resolution Flood Probability Mapping Using Generative Machine Learning with Large-Scale Synthetic Precipitation and Inundation Data

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Huang, Lipai, Antolini, Federico, Mostafavi, Ali, Blessing, Russell, Garcia, Matthew, Brody, Samuel D.
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Non-locality and Spillover Effects of Residential Flood Damage on Community Recovery: Insights from High-resolution Flood Claim and Mobility Data
par: Ma, Junwei, et autres
Publié: (2024)

FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation
par: Liu, Chia-Fu, et autres
Publié: (2024)

Data-driven Super-Resolution of Flood Inundation Maps using Synthetic Simulations
par: Aravamudan, Akshay, et autres
Publié: (2025)

A Parametric Framework for Anticipatory Flashflood Warning: Integrating Landscape Vulnerability with Precipitation Forecasts
par: Li, Xiangpeng, et autres
Publié: (2025)

Impacts of DEM Type and Resolution on Deep Learning-Based Flood Inundation Mapping
par: Fereshtehpour, Mohammad, et autres
Publié: (2023)

Training-free retrieval-augmented generation with reinforced reasoning for flood damage nowcasting
par: Huang, Lipai, et autres
Publié: (2026)

Evaluating Model Sensitivity of Various Data Input Resolutions for Large Scale Flood Inundation Modeling for Hurricane Helene, NC
par: Joshua Smallwood, et autres
Publié: (2026)

FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities
par: Liu, Chenyue, et autres
Publié: (2024)

Property-Level Flood Risk Assessment Using AI-Enabled Street-View Lowest Floor Elevation Extraction and ML Imputation Across Texas
par: Li, Xiangpeng, et autres
Publié: (2026)

Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
par: Bhattarai, Yogesh, et autres
Publié: (2026)

Flood Inundation Mapping of a River Stretch Using Machine Learning Algorithms in the Google Earth Engine Environment
par: Maaz Ashhar, et autres
Publié: (2025)

Analyzing Synthetic Stage‐Discharge Rating Curves and Riverine Flood Inundation Maps Derived From Global‐Scale Hydrologic and Hydraulic Modeling
par: Joseph L. Gutenson, et autres
Publié: (2025)

Performance Evaluation of Automated Flood Inundation Mapping Techniques Using Multi‐Temporal Sentinel‐1 SAR Data
par: Gautam Dadhich, et autres
Publié: (2026)

Development of Next‐Generation Flood Inundation Maps: A Case Study in Kaohsiung City, Taiwan
par: Chih‐Hung Hsu, et autres
Publié: (2026)

Comparing Flood Inundation Map Features and Diagnosing Decision Support Design Challenges
par: Sajani Kandel, et autres
Publié: (2026)

Assimilation of Satellite Flood Likelihood Data Improves Inundation Mapping From a Simulation Library System
par: Helen Hooker, et autres
Publié: (2025)

Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
par: Ho, Yu-Hsuan, et autres
Publié: (2025)

Integrated Real‐Time Mapping and Forecasting of Flood Inundation in Large‐Scale Digital Twins Basins Based on Physics‐Informed Graph Neural Network
par: Rong Chen, et autres
Publié: (2026)

Rapid Flood Inundation Mapping for Effective Management: A Machine Learning and Pixel‐Based Classification Approach in Feni District, Bangladesh
par: Kabir Uddin, et autres
Publié: (2025)

Impacts of Hydraulic Engineering on Wetland Flood Inundation and Management Implications
par: Weize Wang, et autres
Publié: (2025)

Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective
par: Liu, Zhewei, et autres
Publié: (2024)

Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery
par: Lee, Hyunho, et autres
Publié: (2024)

DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
par: Yin, Kai, et autres
Publié: (2025)

Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban Areas
par: Yin, Kai, et autres
Publié: (2023)

Analyzing Common Social and Physical Features of Flash-Flood Vulnerability Hotspots in Urban Areas
par: Clarke, Allison, et autres
Publié: (2024)

Reproducing a Flash Flood Using the Rainfall‐Runoff‐Inundation Model for the Myohoujigawa River Basin in Japan
par: Kenichiro Kobayashi, et autres
Publié: (2025)

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations
par: Islam, Kazi Ashik, et autres
Publié: (2025)

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
par: Victor, Brandon, et autres
Publié: (2024)

Assessing the value of Geo-Foundational Models for Flood Inundation Mapping: Benchmarking models for Sentinel-1, Sentinel-2, and Planetscope for end-users
par: Kaushik, Saurabh, et autres
Publié: (2025)

ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images
par: Ho, Yu-Hsuan, et autres
Publié: (2023)

Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities
par: Li, Bo, et autres
Publié: (2024)

Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping
par: Neo, Sun Han, et autres
Publié: (2025)

WildfireGenome: Interpretable Machine Learning Reveals Local Drivers of Wildfire Risk and Their Cross-County Variation
par: Liu, Chenyue, et autres
Publié: (2025)

Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A Review of Characteristics, Approaches and Datasets
par: Zhao, Jie, et autres
Publié: (2024)

Human Mobility Networks Manifest Dissimilar Resilience Characteristics at Macroscopic, Substructure, and Microscopic Scales
par: Hsu, Chia-Wei, et autres
Publié: (2022)

Machine Learning-based Approach for Ex-post Assessment of Community Risk and Resilience Based on Coupled Human-infrastructure Systems Performance
par: Li, Xiangpeng, et autres
Publié: (2024)

Scaling Arabic Medical Chatbots Using Synthetic Data: Enhancing Generative AI with Synthetic Patient Records
par: Allam, Abdulrahman, et autres
Publié: (2025)

FloodSQL-Bench: A Retrieval-Augmented Benchmark for Geospatially-Grounded Text-to-SQL
par: Liu, Hanzhou, et autres
Publié: (2025)

Effect of LCORL gene polymorphism on body size traits in horse populations
par: Ali Mostafavi
Publié: (2020)

The use of silicon in the membrane electrode assembly of fuel cells
par: Ermete Antolini
Publié: (2024)