Estimating vegetation biomass and cover across large plots in shrub and grass dominated drylands using terrestrial lidar and machine learning

Author:

Anderson Kyle E.,Glenn Nancy F.,Spaete Lucas P.,Shinneman Douglas J.,Pilliod David S.,Arkle Robert S.,McIlroy Susan K.,Derryberry DeWayne R.

Funder

Joint Fire Science Program

NOAA's Earth System Research Laboratory

NSF Idaho EPSCoR Program

National Science Foundation

Publisher

Elsevier BV

Subject

Ecology,Ecology, Evolution, Behavior and Systematics,General Decision Sciences

Reference57 articles.

1. Using Terrestrial LiDAR to Model Shrubs for Fire Behavior Simulation;Adams,2014

2. Creating vegetation density profiles for a diverse range of ecological habitats using terrestrial laser scanning;Ashcroft;Methods Ecol. Evol.,2014

3. Introduced annual grass increases regional fire activity across the arid western USA (1980–2009);Balch;Global Change Biol.,2013

4. Out-of-bag Estimation. Technical Report 1996;Breiman,1996

5. Random forests;Breiman;Mach. Learn.,2001

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