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Data-driven street flood severity modeling in Norfolk, Virginia USA 2010-2016


Authors: Jeff Sadler
Owners:
Resource type: Collection Resource
Storage: The size of this resource is 2.8 KB
Created: Jul 24, 2017 at 4:03 p.m.
Last updated: Jul 13, 2018 at 7:25 p.m.
Citation: See how to cite this resource
Sharing Status: Public
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Downloads: 11
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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.

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Resource Level Coverage

Spatial

Coordinate System/Geographic Projection:
WGS84 EPSG:4326
Coordinate Units:
[u'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

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

References

Related Resources

This resource cites: https://doi.org/10.1016/j.jhydrol.2018.01.044

Credits

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/
CC-BY

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