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Physical Sciences and Mathematics Commons

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Natural Resources and Conservation

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University of Massachusetts Amherst

2017

Continuous Change Detection and Classification (CCDC)

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Full-Text Articles in Physical Sciences and Mathematics

Near-Real-Time Monitoring Of Insect Defoliation Using Landsat Time Series, Valerie J. Pasquarella, Bethany A. Bradley, Curtis E. Woodcock Jan 2017

Near-Real-Time Monitoring Of Insect Defoliation Using Landsat Time Series, Valerie J. Pasquarella, Bethany A. Bradley, Curtis E. Woodcock

Environmental Conservation Faculty Publication Series

Introduced insects and pathogens impact millions of acres of forested land in the United States each year, and large-scale monitoring efforts are essential for tracking the spread of outbreaks and quantifying the extent of damage. However, monitoring the impacts of defoliating insects presents a significant challenge due to the ephemeral nature of defoliation events. Using the 2016 gypsy moth (Lymantria dispar) outbreak in Southern New England as a case study, we present a new approach for near-real-time defoliation monitoring using synthetic images produced from Landsat time series. By comparing predicted and observed images, we assessed changes in vegetation …