Output from data-driven model of flood severity in Norfolk, VA
| Authors: | |
|---|---|
| Owners: | Jeff SadlerJonathan Goodall |
| 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 |
|---|---|
| Views: | 2785 |
| Downloads: | 91 |
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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: | 01/01/2010 |
|---|---|
| End Date: | 11/01/2016 |
Leaflet Map data © OpenStreetMap contributors
Content
This resource contains links to external content. Linked content is
NOT stored in HydroShare, and we can't guarantee its availability, quality, or
security.
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/ |
| 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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