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Texas Tech University

The effects of grass invasion and fire severity on Acacia koa regeneration

Abstract

dc:description.abstract

With spreading invasive grass increasing wildfire occurrence worldwide, there is a need for a better understanding of the relationships between native trees, fire, and grass so that land managers can increase their forested landscapes’ fire resilience. One challenge to this line of inquiry is that remotely-sensed data often fails to accurately measure grass cover underneath forest canopies. The 2018 Keauhou Ranch Fire in Hawaiʻi presents an opportunity to investigate grass, fire, and native tree interactions while simultaneously testing the accuracy of a novel method of remote grass measurement. In this study, I assessed grass cover using oblique aerial photos and investigated the relationships of pre-fire grass cover with burn severity and post-fire recovery of the native tree Acacia koa . I had three questions: 1) At what level of precision can pre-fire grass cover be accurately (≥60% accuracy) estimated from oblique aerial photos? 2) How are post-fire koa regeneration densities affected by fire severity? 3) How are koa regeneration densities affected by pre-fire grass cover and its interaction with fire severity? My team collected burn severity and vegetation measurements from 30 transects stratified across three land cover types (mid-elevation woodland, montane woodland, and montane shrubland). We visually estimated pre-fire exotic grass cover from oblique aerial imagery taken in 2014 and evaluated those estimates with in situ data from 60 transects of the same cover types that did not burn in the Keauhou Ranch Fire. We measured burn severity (percent mortality, scorch height, char height) and exotic post-fire grass cover at the burned transects. I discovered that, using a four-category level of precision, pre-fire grass cover estimates from aerial photos were 67% accurate in the montane woodland cover type, 100% accurate in montane shrubland, but only 20% accurate in mid-elevation woodland. Although accuracy of pre-fire grass cover estimates in montane shrubland were high, variance in that cover type was low, with grass cover never exceeding 24%. Within montane woodland, post-fire koa regeneration densities were higher with increased fire severity, but this trend reversed when pre-fire tree densities were high. I detected no effect of pre-fire grass cover, nor its interaction with fire severity, on koa regeneration density.

Degree

thesis:*
Name thesis:degree_name
Master of Science
Level thesis:degree_level
Masters
Discipline thesis:degree_discipline
Wildlife, Aquatic and Wildlands Science and Management
Grantor
Texas Tech University
Year dc:date.issued
2021

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Hamilton, Natalia Piper
Chair dc:contributor.committeechair
  • Gill, Nathan
Committee members dc:contributor.committeemember
  • Cox, Robert
  • Yelenik, Stephanie

Subjects

dc:subject × 10

Rights

Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/2346/87507
OAI identifier oai:identifier
oai:ttu-ir.tdl.org:2346/87507

Chain of custody

source
Harvested from
Texas Technology University
Base URL
ttu-ir.tdl.org/server/oai/request
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Hamilton, Natalia Piper. The effects of grass invasion and fire severity on Acacia koa regeneration. Masters thesis, Texas Tech University, 2021. https://hdl.handle.net/2346/87507