Machine Learning Based Predictive Modeling of Debris Flow Probability Following Wildfire in the Intermountain Western United States

Author:

Kern Ashley N.,Addison Priscilla,Oommen Thomas,Salazar Sean E.,Coffman Richard A.

Funder

U.S. Department of Transportation

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences,Mathematics (miscellaneous)

Reference44 articles.

1. Agresti A (2002) Introduction to generalized linear models. In: Balding DJ, Bloomfield P, Noel NAC, Fisher NI, Johnstone IM, Kadane JB, Ryan LM, Scott DW, Smith AFM, Teugels JL (eds) Categorical data analysis, 2nd edn. Wiley, Hoboken, pp 115–164

2. Bailey RW, Craddock GW, Croft AR (1947) Watershed management for summer flood control in Utah. US Department of Agriculture, Washington

3. Benediktsson JA, Swain PH, Ersoy OK (1990) Neural network approaches versus statistical-methods in classification of multisource remote-sensing data. IEEE Trans Geosci Remote Sens 28(4):540–52. doi: 10.1109/TGRS.1990.572944

4. Cannon SH (2001) Debris flow generation from recently burned watersheds. Environ Eng Geosci 7:321–341. doi: 10.2113/gseegeosci.7.4.321

5. Cannon SH, Degraff JV (2009) The increasing wildfire and post-fire debris-flow threat in Western USA, and implications for consequences of climate change. In: Sassa K, Canuti P (eds) Landslides—disaster risk reduction, 1st edn. Springer, Berlin, pp 177–190

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