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Output from data-driven model of flood severity in Norfolk, VA

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Owners:		This resource does not have an owner who is an active HydroShare user. Contact CUAHSI (help@cuahsi.org) for information on this resource.
Type:	Resource
Storage:	The size of this resource is 4.5 MB
Created:	Dec 21, 2017 at 5:12 p.m.
Last updated:	Mar 01, 2018 at 10:09 p.m. (Metadata update)
Published date:	Mar 01, 2018 at 10:09 p.m.
DOI:	10.4211/hs.54df00b15c02458685fa3b622f2ecc7b
Citation:	See how to cite this resource
Content types:	Single File Content

Sharing Status:	Published
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Abstract

This is tabular output data from two data-driven models used to predict flood severity, Poisson regression and Random Forest regression. Both outputs from the training and testing phases of the modeling are included in the resource. Additionally, results indicating the relative importance of each predictor variable in the Random Forest model are provided in the "rf_impo_out.csv" file. This work is described in the following paper published in the Journal of Hydrology: https://doi.org/10.1016/j.jhydrol.2018.01.044.

Subject Keywords

Coverage

Spatial

Coordinate System/Geographic Projection:

WGS 84 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:

Content

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Related Resources

The content of this resource was created by a related App or software program	https://www.hydroshare.org/resource/712cd2ce8f604c8f824d6836ee3fcb53/
The content of this resource references	https://doi.org/10.1016/j.jhydrol.2018.01.044
The content of this resource is derived from	https://www.hydroshare.org/resource/ff8be5aea3224c15b262bfddd5fb6033/

This resource belongs to the following collections:

Title	Owners	Sharing Status	My Permission
Data-driven street flood severity modeling in Norfolk, Virginia USA 2010-2016	Jeff Sadler · Jonathan Goodall	Public & Shareable	Open Access

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). Output from data-driven model of flood severity in Norfolk, VA , HydroShare, https://doi.org/10.4211/hs.54df00b15c02458685fa3b622f2ecc7b

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

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

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