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Jonathan L. Goodall

affiliation not provided to SSRN

SCHOLARLY PAPERS

8

DOWNLOADS

605

TOTAL CITATIONS

10

Scholarly Papers (8)

1.

Forecasting Multi-Step-Ahead Street-Scale Nuisance Flooding Using Lstm and Seq2seq Lstm Surrogate Model for Real-Time Application: A Case Study for Norfolk, Virginia

Number of pages: 78 Posted: 15 Oct 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News and Thomas Jefferson National Accelerator Facility, Newport News
Downloads 154 (488,442)
Citation 4

Abstract:

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Artificial Intelligence, Flood, Forecasting, Hydrology, Machine Learning, seq2seq LSTM, Surrogate Models

2.

Spatiotemporal Flood Forecasting in Coastal Urban Areas Using a Hybrid CNN-LSTM Surrogate Model

Number of pages: 39 Posted: 30 Oct 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN, Old Dominion University and Florida International University (FIU)
Downloads 94 (736,406)

Abstract:

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Coastal urban flooding, spatiotemporal forecasting, deep learning, hybrid model, Deeplabv3+.

Exploring Infiltration Effects on Coastal Urban Flooding: Insights from Nuisance to Extreme Events Using 2d Hydrodynamic Modeling and Crowdsourced Flood Reports

Number of pages: 35 Posted: 25 Sep 2024
Sergio A. Barbosa, Yidi Wang and Jonathan L. Goodall
Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,119,531)

Abstract:

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Coastal flooding, Nuisance Flooding, Extreme Flooding, Infiltration Losses, Hydrodynamic Modeling, Crowdsourced Flood Report.

Exploring Infiltration Effects on Coastal Urban Flooding: Insights from Nuisance to Extreme Events Using 2d Hydrodynamic Modeling and Crowdsourced Flood Reports

Number of pages: 35 Posted: 17 Oct 2024
Sergio A. Barbosa, Yidi Wang and Jonathan L. Goodall
Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,252,562)

Abstract:

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Coastal flooding, Nuisance Flooding, Extreme Flooding, Infiltration Losses, Hydrodynamic Modeling, Crowdsourced Flood Report

4.

Evaluating Low Impact Development Practices as a Mitigation Strategy for Compound Flooding in Urban-Coastal Watersheds

Number of pages: 38 Posted: 22 Dec 2025 Last Revised: 13 Jun 2026
Jiseon Song, Sergio A. Barbosa and Jonathan L. Goodall
affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory and affiliation not provided to SSRN
Downloads 74 (852,604)

Abstract:

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Urban Hydrology, Pluvial and Coastal Flooding, Nuisance Flooding, Hydrodynamic Modeling, Flood Resilience

5.

Urban Flood Extent Segmentation and Evaluation from Real-World Surveillance Camera Images Using Deep Convolutional Neural Network

Number of pages: 25 Posted: 30 Sep 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Old Dominion University, Old Dominion University, Old Dominion University, Old Dominion University, University of Southern California, affiliation not provided to SSRN, Old Dominion University and affiliation not provided to SSRN
Downloads 68 (891,180)
Citation 3

Abstract:

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Deep Learning, Deep Convolutional Neural Network, Deeplabv3+, LinkNet, semantic segmentation, flood extent

6.

Comparing Strategies for Training LSTM Models for Street-Scale Urban Flood Prediction

Number of pages: 51 Posted: 30 Oct 2025
Jiwoo Jeong, Jonathan L. Goodall and Julianne Quinn
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (989,921)

Abstract:

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Street-scale Flooding, urban flooding, LSTM, Deep Learning Model Training, Flood Prediction

7.

Understanding Trends in Stormwater Inspection Reports Leading to Recurring Corrective and Urgent Maintenance Issues: Case Study for the Virginia Department of Transportation

Number of pages: 25 Posted: 12 Jul 2025
Savannah L. Lynn, Katarina A. Liddell and Jonathan L. Goodall
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,263,436)

Abstract:

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Stormwater Management, BMP performance, Maintenance strategies, Detention basins, Green Infrastructure

8.

Quantifying the Impact of Nuisance Flooding on Urban Coastal Communities Under Present and Future Climatic Conditions: Norfolk, Virginia as a Case Study

Number of pages: 39 Posted: 19 Jun 2024
Jiwoo Jeong, Sergio A. Barbosa and Jonathan L. Goodall
affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory and affiliation not provided to SSRN
Downloads 34 (1,277,121)
Citation 3

Abstract:

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Nuisance flooding, Compound flooding, Coastal communities, 2D hydrodynamic modeling, Climate change