Data for "Predicting property damage from tornadoes with zero-inflated neural networks"

Version 5 2019-05-31, 21:35

Version 4 2018-07-10, 02:10

Version 3 2018-07-10, 01:48

Version 2 2018-07-10, 00:23

Version 1 2018-07-10, 00:17

dataset

posted on 2019-05-31, 21:35 authored by Jeremy DiazJeremy Diaz, Maxwell JosephMaxwell Joseph

The zipped data necessary to replicate "Predicting property damage from tornadoes with zero-inflated neural networks" by Jeremy Diaz and Maxwell Joseph (both at Earth Lab, Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder). Contains our working versions of US Census Bureau, National Land Cover Database, and Storm Events Database data.

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Tornadoes Predictive Modelling Deep Learning Property Damage United States 1997-2017 Storm Events National Land Cover Database American Community Survey Zero-inflated model Natural Hazards Neural, Evolutionary and Fuzzy Computation Knowledge Representation and Machine Learning

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MIT

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