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Plot results from data-driven street flood severity models


Authors: Jeff Sadler
Owners: Jeff Sadler
Resource type:Composite Resource
Created:Jul 13, 2018 at 6:53 p.m.
Last updated: Jul 13, 2018 at 7:25 p.m. by Jeff Sadler

Abstract

This is a Python script used to plot results from a street flood severity model. The script plots predicted flood reports against true flood reports and was originally used for making a plot for a Journal of Hydrology paper: https://doi.org/10.1016/j.jhydrol.2018.01.044. The data files used to produce the plot for the paper are found in another HydroShare resource: https://www.hydroshare.org/resource/54df00b15c02458685fa3b622f2ecc7b/. For the script to work as is, the script has to be in the same directory as the data files and the files have to be named as follows: "poisson_[suffix]_train", "poisson_[suffix]_test", "rf_[suffix]_train", "rf_[suffix]_test". The "suffix" value should be the same as the suffix specified when using the R code that produces the data files. This code is also part of a HydroShare resource: https://www.hydroshare.org/resource/712cd2ce8f604c8f824d6836ee3fcb53/. The script is used as follows "python plot_count_model_results.py [suffix]".

Python version 2.7
Required matplotlib, pandas, and numpy

Subject Keywords

Python,Street flooding,Coastal flooding,Data-driven modeling,Plotting

How to cite

Sadler, J. (2018). Plot results from data-driven street flood severity models, HydroShare, http://www.hydroshare.org/resource/b56fea2856bc468bb0e32fc0ad8f910e

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

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

Sharing status:

  • Public Resource  Public
  • Sharable Resource  Shareable

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Authors

The people or organizations that created the intellectual content of the resource.

Name Organization Address Phone Author Identifiers
Jeff Sadler University of Virginia
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

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