Abstract

This resource aggregates several resources related to street flood severity modeling in Norfolk, Virginia USA. The resources include raw and pre-processed data, scripts used to perform the pre-processing, scripts used to train data-driven algorithms, and results from the models. The models used crowd-sourced street flood reports as target values and environmental data as input values. The resources in this aggregate resource are used to generate the results for this Journal of Hydrology paper: https://doi.org/10.1016/j.jhydrol.2018.01.044.

A diagram showing how these resources relate is shown in the "Resource workflow diagram for street flood severity modeling in Norfolk, VA 2010-2016" resource.

Subject Keywords

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Coverage

Spatial

Coordinate System/Geographic Projection:

WGS84 EPSG:4326

Coordinate Units:

['Decimal degrees']

North Latitude

36.9657°

East Longitude

-76.1665°

South Latitude

36.8064°

West Longitude

-76.3341°

Temporal

Start Date:
End Date:

Collection Contents

Title	Type	Owners	Sharing Status
Hampton Roads Environmental Time Series Data	Resource	Jeff Sadler	Published
Output from data-driven model of flood severity in Norfolk, VA	Resource	Jeff Sadler	Published
Input data for flood severity modeling in Norfolk, VA	Resource	Jeff Sadler	Published
Data-driven model script for flood severity modeling in Norfolk, VA	Resource	Jeff Sadler	Published
Raw street flood report data from Norfolk, VA 2010-2016	Resource	Jeff Sadler	Published
Script for processing street flood reports	Resource	Jonathan Goodall	Published
Processed street flood data from Norfolk, VA 2010-2016	Resource	Jonathan Goodall	Published
Script for combining street flood severity model input, output	Resource	Jonathan Goodall	Published
Daily environmental observations Norfolk, VA 2010-2016	Resource	Jeff Sadler	Published
Script for aggregating Norfolk, VA environmental data to daily time scale	Resource	Jonathan Goodall	Published
Resource workflow diagram for street flood severity modeling in Norfolk, VA 2010-2016	Resource	Jeff Sadler	Published
Plot results from data-driven street flood severity models	Resource	Jeff Sadler	Public & Shareable

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The content of this resource references

https://doi.org/10.1016/j.jhydrol.2018.01.044

Funding Agencies

This resource was created using funding from the following sources:

Agency Name	Award Title	Award Number
Mid-Atlantic Transportation Sustainability Center

How to Cite

Sadler, J. (2018). Data-driven street flood severity modeling in Norfolk, Virginia USA 2010-2016, HydroShare, http://www.hydroshare.org/resource/9db60cf6c8394a0fa24777c8b9363a9b

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/

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Created:	Jul 24, 2017 at 4:03 p.m.
Last updated:	Jul 13, 2018 at 7:25 p.m.
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Data-driven street flood severity modeling in Norfolk, Virginia USA 2010-2016