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Input data for flood severity modeling in Norfolk, VA

Authors: Jeff Sadler
Owners: Jeff Sadler Jonathan Goodall
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Resource type: Composite Resource
Storage: The size of this resource is 456.5 KB
Created: Dec 21, 2017 at 5:14 p.m.
Last updated: Feb 22, 2019 at 1:10 a.m. by Jeff Sadler
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DOI: 10.4211/hs.ff8be5aea3224c15b262bfddd5fb6033
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Content types: Single File Content 
Sharing Status: Published
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Abstract

This is tabular input data originally used in two data-driven models (Poisson regression and Random Forest) for predicting flood severity. The inputs to the model (or predictor variables) are environmental conditions such as cumulative rainfall, high and low tides, etc. The outputs (or target variable) of the model is the number of flood reports per storm event. This data was used in work that is described in the following paper published in the Journal of Hydrology: https://doi.org/10.1016/j.jhydrol.2018.01.044.

Subject Keywords

Resource Level 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

References

Sources

Derived From: https://www.hydroshare.org/resource/fb2775104b554f4da0dc1045192caf6f/
Derived From: https://www.hydroshare.org/resource/6c9e9239f70a421b8c49ae642a7b9291/

Related Resources

The content of this resource serves as the data for: https://www.hydroshare.org/resource/712cd2ce8f604c8f824d6836ee3fcb53/
The content of this resource was created by: https://www.hydroshare.org/resource/5db7884111fb4662a13f64707c0c6890/
This resource cites: https://doi.org/10.1016/j.jhydrol.2018.01.044
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). Input data for flood severity modeling in Norfolk, VA, HydroShare, https://doi.org/10.4211/hs.ff8be5aea3224c15b262bfddd5fb6033

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

  http://creativecommons.org/licenses/by/4.0/
CC-BY

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