Featured work

A few more examples of prior work

The projects that appear below feature a mix of statistical and machine learning methods, a variety of interesting modeling challenges (massive, heterogeneous data streams, imperfect detection, censored observations, etc.), in a diverse array of applications.

Forest change monitoring using AI

An AI model utilizing remotely sensed data served to estimate annual forest structure metrics.

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The recovery of a threatened species

Modeling the dynamics of the nēnē population in Hawaiʻi Volcanoes National Park.

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Climate change effects

Strong evidence of advancing flowering times in the Sonoran Desert

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Wildfire Risk Explorer

An early-warning mapping tool for forecasting fire risk on DoD lands in the arid West

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