Date of Graduation
Spring 5-18-2024
Document Access
Project/Capstone - Global access
Degree Name
Master of Science in Environmental Management (MSEM)
College/School
College of Arts and Sciences
Department/Program
Environmental Management
First Advisor
Aviva Rossi
Abstract
Invasive plants cause significant impacts to ecosystems, the economy, and human health. California has experienced significant plant invasions and is well suited to future invasion because of its Mediterranean climate and human disturbance. Eradication or control of invasive plant species requires a detailed understanding of their spatial distribution, which typically involves on the ground surveys that can be expensive or inconsistent. Remote sensing offers a potential alternative or supplement to in-person invasive plant mapping. This study performed a comparative analysis of 41 remote sensing studies that mapped the distribution of California invasive plants. I found that while high spectral resolution hyperspectral imagery was most often and successfully used to map California invasive plant species, recent studies suggest that employing low cost, color or color-infrared imagery are capable of overcoming lower spectral resolution with higher spatial or temporal resolution. Imagery obtained by UAVs are becoming increasingly more accessible for the use of mapping invasive plants at the site-scale. From this study, I examine two case studies that illustrate the use of remote sensing for large scale invasive plant management. One case study examines the use of remote sensing to monitor widespread infestations of salt cedar (Tamarix spp.) across the Western U.S.. A second case study examines the use of remote sensing to monitor invasive plants in a complex and regulatorily challenging landscape: The Sacramento-San Joaquin Delta. I recommend that land managers can incorporate remote sensing to monitor invasive plants by using low cost, color or color-infrared imagery obtained by drone or UAVs, developing partnerships with other relevant agencies, and collecting in-person data using methods that facilitate remote sensing analysis.
Recommended Citation
Rangel, Kenneth, "From Pixels to Plants: Remote Sensing of California Invasive Plants" (2024). Master's Projects and Capstones. 1706.
https://repository.usfca.edu/capstone/1706
Included in
Botany Commons, Natural Resources and Conservation Commons, Remote Sensing Commons, Terrestrial and Aquatic Ecology Commons, Weed Science Commons