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David F. Muñoz
David F. Muñoz
Assistant Professor at Virginia Tech
Verified email at vt.edu - Homepage
Title
Cited by
Cited by
Year
From local to regional compound flood mapping with deep learning and data fusion techniques
DF Muñoz, P Muñoz, H Moftakhari, H Moradkhani
Science of the Total Environment 782, 146927, 2021
672021
Compound Effects of Flood Drivers and Wetland Elevation Correction on Coastal Flood Hazard Assessment
DF Muñoz, H Moftakhari, H Moradkhani
Water Resources Research, e2020WR027544, 2020
502020
Accounting for uncertainties in compound flood hazard assessment: The value of data assimilation
DF Muñoz, P Abbaszadeh, H Moftakhari, H Moradkhani
Coastal Engineering 171, 104057, 2022
322022
Inter‐model comparison of Delft3D‐FM and 2D HEC‐RAS for total water level prediction in coastal to inland transition zones
DF Muñoz, D Yin, R Bakhtyar, H Moftakhari, Z Xue, K Mandli, C Ferreira
JAWRA Journal of the American Water Resources Association 58 (1), 34-49, 2022
272022
Fast flood extent monitoring with SAR change detection using Google earth engine
E Hamidi, BG Peter, DF Muñoz, H Moftakhari, H Moradkhani
IEEE Transactions on Geoscience and Remote Sensing 61, 1-19, 2023
202023
Perspective on uncertainty quantification and reduction in compound flood modeling and forecasting
P Abbaszadeh, DF Munoz, H Moftakhari, K Jafarzadegan, H Moradkhani
Iscience 25 (10), 2022
192022
Adjusting emergent herbaceous wetland elevation with object-based image analysis, random forest and the 2016 NLCD
DF Muñoz, JR Cissell, H Moftakhari
Remote Sensing 11 (20), 2346, 2019
162019
Fusing multisource data to estimate the effects of urbanization, sea level rise, and hurricane impacts on long-term wetland change dynamics
DF Muñoz, P Muñoz, A Alipour, H Moftakhari, H Moradkhani, B Mortazavi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
142021
Real-time coastal flood hazard assessment using DEM-based hydrogeomorphic classifiers
K Jafarzadegan, DF Muñoz, H Moftakhari, JL Gutenson, G Savant, ...
Natural Hazards and Earth System Sciences 22 (4), 1419-1435, 2022
102022
Compound effects of flood drivers, sea level rise, and dredging protocols on vessel navigability and wetland inundation dynamics
DF Muñoz, H Moftakhari, M Kumar, H Moradkhani
Frontiers in Marine Science 9, 906376, 2022
82022
Generalizing multi-reward functions aimed at identifying the best locations to install flow control devices in sewer systems
DF Muñoz, NE Simões, LM de Sousa, L Maluf, A Sá Marques, JP Leitão
Urban Water Journal 16 (8), 564-574, 2019
42019
Extreme Water Level Simulation and Component Analysis in Delaware Estuary during Hurricane Isabel
D Yin, DF Muñoz, R Bakhtyar, ZG Xue, H Moftakhari, C Ferreira, K Mandli
JAWRA Journal of the American Water Resources Association 58 (1), 19-33, 2022
32022
Challenges for Appropriate Characterization of Compound Coastal Hazards
H Moftakhari, DF Muñoz, JY Song, A Alipour, H Moradkhani
Geo-Extreme 2021, 58-68, 2021
32021
Long short-term memory networks for real-time runoff forecasting using remotely sensed data
P Muñoz, DF Muñoz, J Orellana-Alvear, H Moftakhari, H Moradkhani, ...
EGU General Assembly Conference Abstracts, EGU21-13900, 2021
32021
Fast flood mapping with synthetic aperture radar data using Google Earth engine
SME Hamidi, BG Peter, DF Muñoz, H Moftakhari, H Moradkhani
AGU Fall Meeting Abstracts 2022, H55M-0739, 2022
22022
Influence of forcing conditions on total water level prediction and spatiotemporal patterns in Delaware Bay, USA
DFM Pauta, D Yin, J Tian, R Bakhtyar, K Mandli
Authorea Preprints, 2022
22022
Rapid coastal flood mapping with SAR data using random forest technique
SM Hamidi, D Munoz, H Moftakhari, H Moradkhani
AGU Fall Meeting Abstracts 2021, H35I-1138, 2021
12021
Tidal influence on the discharge distribution at two junctions of the Kapuas River (West Kalimantan, Indonesia)
DF Muñoz
1*2018
Nonlinear Interactions of Sea‐Level Rise and Storm Tide Alter Extreme Coastal Water Levels: How and Why?
H Moftakhari, DF Muñoz, A Akbari Asanjan, A AghaKouchak, ...
AGU Advances 5 (2), e2023AV000996, 2024
2024
Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models
DF Muñoz, H Moftakhari, H Moradkhani
Hydrology and Earth System Sciences Discussions 2024, 1-45, 2024
2024
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