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Faria T. Zahura
Faria T. Zahura
Post Doctorate Research Associate, Pacific Northwest National Lab
Verified email at pnnl.gov
Title
Cited by
Cited by
Year
Training machine learning surrogate models from a high‐fidelity physics‐based model: Application for real‐time street‐scale flood prediction in an urban coastal community
FT Zahura, JL Goodall, JM Sadler, Y Shen, MM Morsy, M Behl
Water Resources Research 56 (10), e2019WR027038, 2020
812020
Opportunities for crowdsourcing in urban flood monitoring
AM Helmrich, BL Ruddell, K Bessem, MV Chester, N Chohan, E Doerry, ...
Environmental modelling & software 143, 105124, 2021
322021
Estimating impacts of recurring flooding on roadway networks: a Norfolk, Virginia case study
S Praharaj, TD Chen, FT Zahura, M Behl, JL Goodall
Natural hazards 107, 2363-2387, 2021
272021
Predicting combined tidal and pluvial flood inundation using a machine learning surrogate model
FT Zahura, JL Goodall
Journal of Hydrology: Regional Studies 41, 101087, 2022
222022
Assessing trustworthiness of crowdsourced flood incident reports using Waze data: A Norfolk, Virginia case study
S Praharaj, FT Zahura, TD Chen, Y Shen, L Zeng, JL Goodall
Transportation research record 2675 (12), 650-662, 2021
122021
Impact of geospatial data enhancements for regional-scale 2D hydrodynamic flood modeling: Case study for the Coastal Plain of Virginia
MM Morsy, NR Lerma, Y Shen, JL Goodall, C Huxley, JM Sadler, D Voce, ...
Journal of Hydrologic Engineering 26 (4), 05021002, 2021
82021
Using geospatial analysis and hydrologic modeling to estimate climate change impacts on nitrogen export: case study for a forest and pasture dominated watershed in North Carolina
MJ Alam, MB Ercan, FT Zahura, JL Goodall
ISPRS international journal of geo-information 7 (7), 280, 2018
42018
Incorporating Potential Climate Change Impacts in Bridge and Culvert Design
MM Morsy, Y Shen, JM Sadler, AB Chen, FT Zahura, JL Goodall
Virginia Transportation Research Council (VTRC), 2019
32019
Data, scripts, and figures associated with a manuscript studying impact of climate and topography on post-fire vegetation recovery.
F Zahura, G Bisht, Z Li, S McKnight, X Chen
Environmental System Science Data Infrastructure for a Virtual Ecosystem …, 2023
12023
Quantifying the Impact of Climate Change on Peak Stream Discharge for Watersheds of Varying Sizes in the Coastal Plain of Virginia
MM Morsy, B Roy, Y Shen, JM Sadler, AB Chen, FT Zahura, JL Goodall
Journal of Hydrologic Engineering 29 (3), 04024012, 2024
2024
Ecosystem leaf area, gross primary production, and evapotranspiration responses to wildfire in the Columbia River Basin
M Shi, N Mcdowell, H Huang, F Zahura, L Li, X Chen
Authorea Preprints, 2024
2024
The Shifting Impact of Recurrent Flooding on Transportation Accessibility: A Case Study of Affected Populations in The Hampton Roads Region
L Zeng, TD Chen, JS Miller, FT Zahura, JL Goodall
arXiv preprint arXiv:2402.07959, 2024
2024
Impact of Topography and Climate on Post-fire Vegetation Recovery Across Different Burn Severity and Land Cover Types through Machine Learning
FT Zahura, G Bisht, Z Li, S McKnight, X Chen
arXiv preprint arXiv:2404.16834, 2024
2024
Assessing The Spatially Heterogeneous Impact of Recurrent Flooding On Accessibility: A Case Study of The Hampton Roads Region: Part 2 Transit Accessibility
L Zeng, TD Chen, JS Miller, JL Goodall, FT Zahura
arXiv preprint arXiv:2402.03335, 2024
2024
Assessing The Spatially Heterogeneous Transportation Impacts of Recurrent Flooding in The Hampton Roads Region: Part 1 Auto Accessibility
L Zeng, TD Chen, JS Miller, JL Goodall, FT Zahura
arXiv preprint arXiv:2402.03334, 2024
2024
Impact of Topography and Climate on Post-fire EVI Recovery Across Different Burn Severity and Land Cover Types
FT Zahura, X Chen, G Bisht
AGU23, 2023
2023
Data and scripts associated with the manuscript evaluating the hydrologic responses of the Pacific Northwest watersheds to wildfires
Z Li, B Li, P Jiang, G Hammond, P Shuai, F Zahura, E Coon, X Chen
Environmental System Science Data Infrastructure for a Virtual Ecosystem …, 2023
2023
Utilizing Crowdsourced Data to Estimate Travel Delays Caused by Nuisance Flooding in Coastal Communities
F Zahura, J Goodall, TD Chen
AGU Fall Meeting Abstracts 2021, NH12A-07, 2021
2021
An Integrated Machine Learning Model for Real-time Pluvial-tidal Flood Prediction in Coastal Communities: Case Study for Norfolk, VA, USA
F Zahura, J Goodall
AGU Fall Meeting Abstracts 2021, H41A-02, 2021
2021
Using Machine Learning Surrogate Models Trained from Physics-Based Model for Real-time Street-scale Flood Forecasting in Urban Coastal Communities
F Zahura
2020
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