Copertina

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

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Huang, Lipai, Antolini, Federico, Mostafavi, Ali, Blessing, Russell, Garcia, Matthew, Brody, Samuel D.
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation
di: Liu, Chia-Fu, et al.
Pubblicazione: (2024)

Data-driven Super-Resolution of Flood Inundation Maps using Synthetic Simulations
di: Aravamudan, Akshay, et al.
Pubblicazione: (2025)

A Parametric Framework for Anticipatory Flashflood Warning: Integrating Landscape Vulnerability with Precipitation Forecasts
di: Li, Xiangpeng, et al.
Pubblicazione: (2025)

Impacts of DEM Type and Resolution on Deep Learning-Based Flood Inundation Mapping
di: Fereshtehpour, Mohammad, et al.
Pubblicazione: (2023)

Training-free retrieval-augmented generation with reinforced reasoning for flood damage nowcasting
di: Huang, Lipai, et al.
Pubblicazione: (2026)

Evaluating Model Sensitivity of Various Data Input Resolutions for Large Scale Flood Inundation Modeling for Hurricane Helene, NC
di: Joshua Smallwood, et al.
Pubblicazione: (2026)

FloodGenome: Interpretable Machine Learning for Decoding Features Shaping Property Flood Risk Predisposition in Cities
di: Liu, Chenyue, et al.
Pubblicazione: (2024)

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

Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
di: Bhattarai, Yogesh, et al.
Pubblicazione: (2026)

Flood Inundation Mapping of a River Stretch Using Machine Learning Algorithms in the Google Earth Engine Environment
di: Maaz Ashhar, et al.
Pubblicazione: (2025)

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

Performance Evaluation of Automated Flood Inundation Mapping Techniques Using Multi‐Temporal Sentinel‐1 SAR Data
di: Gautam Dadhich, et al.
Pubblicazione: (2026)

Development of Next‐Generation Flood Inundation Maps: A Case Study in Kaohsiung City, Taiwan
di: Chih‐Hung Hsu, et al.
Pubblicazione: (2026)

Comparing Flood Inundation Map Features and Diagnosing Decision Support Design Challenges
di: Sajani Kandel, et al.
Pubblicazione: (2026)

Assimilation of Satellite Flood Likelihood Data Improves Inundation Mapping From a Simulation Library System
di: Helen Hooker, et al.
Pubblicazione: (2025)

Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
di: Ho, Yu-Hsuan, et al.
Pubblicazione: (2025)

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

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

Impacts of Hydraulic Engineering on Wetland Flood Inundation and Management Implications
di: Weize Wang, et al.
Pubblicazione: (2025)

Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective
di: Liu, Zhewei, et al.
Pubblicazione: (2024)

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

DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
di: Yin, Kai, et al.
Pubblicazione: (2025)

Unsupervised Graph Deep Learning Reveals Emergent Flood Risk Profile of Urban Areas
di: Yin, Kai, et al.
Pubblicazione: (2023)

Analyzing Common Social and Physical Features of Flash-Flood Vulnerability Hotspots in Urban Areas
di: Clarke, Allison, et al.
Pubblicazione: (2024)

Reproducing a Flash Flood Using the Rainfall‐Runoff‐Inundation Model for the Myohoujigawa River Basin in Japan
di: Kenichiro Kobayashi, et al.
Pubblicazione: (2025)

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations
di: Islam, Kazi Ashik, et al.
Pubblicazione: (2025)

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
di: Victor, Brandon, et al.
Pubblicazione: (2024)

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

ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images
di: Ho, Yu-Hsuan, et al.
Pubblicazione: (2023)

Beyond Quantities: Machine Learning-based Characterization of Inequality in Infrastructure Quality Provision in Cities
di: Li, Bo, et al.
Pubblicazione: (2024)

Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping
di: Neo, Sun Han, et al.
Pubblicazione: (2025)

WildfireGenome: Interpretable Machine Learning Reveals Local Drivers of Wildfire Risk and Their Cross-County Variation
di: Liu, Chenyue, et al.
Pubblicazione: (2025)

Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A Review of Characteristics, Approaches and Datasets
di: Zhao, Jie, et al.
Pubblicazione: (2024)

Human Mobility Networks Manifest Dissimilar Resilience Characteristics at Macroscopic, Substructure, and Microscopic Scales
di: Hsu, Chia-Wei, et al.
Pubblicazione: (2022)

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

Scaling Arabic Medical Chatbots Using Synthetic Data: Enhancing Generative AI with Synthetic Patient Records
di: Allam, Abdulrahman, et al.
Pubblicazione: (2025)

FloodSQL-Bench: A Retrieval-Augmented Benchmark for Geospatially-Grounded Text-to-SQL
di: Liu, Hanzhou, et al.
Pubblicazione: (2025)

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

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