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Mapping Cheatgrass Dieoff Probability in the Northern Great Basin using a Decision-tree Model

Dates

Start Date
2000
End Date
2015
Publication Date

Citation

Major, D.J., Beckendorf, K.L., Wylie, B.K. and Boyte, S., 2012, Mapping Cheatgrass Dieoff Probability in the Northern Great Basin using a Decision-tree Model: https://www.sciencebase.gov/catalog/item/504772d6e4b067bd38f7f509.

Summary

We mapped eleven years of cheatgrass dieoff in the northern Great Basin. If we estimated that a dieoff occurred in a pixel anytime during that eleven year period, then the pixel was coded as dieoff. If no dieoff occurred, the pixel was coded as a non dieoff. The cheatgrass dieoff probability map was produced by inputting the coded data into a decision-tree model along with topographic data, edaphic data, land cover data, and climate data. A proxy for latitude was included. The resulting model was input into a mapping application that generated a map of cheatgrass dieoff probability.

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CheatgrassDieoffs_UpdatedMetadata.zip 32.29 MB application/zip

Purpose

The time series of cheatgrass dieoff maps was developed to reliably identify the extent of the cheatgrass dieoff phenomenon in the northern Great Basin and to facilitate an effective monitoring project that provided science-based information on dieoff magnitude and trends and provided robust data to inform predictive models and analytical tools for current and future management.

Map

Communities

  • Invasive Annual Grasses
  • National and Regional Climate Adaptation Science Centers
  • Northwest CASC
  • SageDAT -- Original

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Wildlife and Plants
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