This work is ongoing, with Dr. Laura Moore of the Coastal Environmental Change Lab at UNC-Chapel Hill, and is focused on the yearly-to-decadal morphodynamics of vegetated coastal foredunes. My work spans both field and modeling efforts:
- Development of a simplified 1-dimensional numerical model of coastal dunes subject to periodic storm events using an impulsive differential equation (Goldstein and Moore, 2016; model can be found here).
- Use of a spatially explicit numerical model of coastal foredune growth to investigate alongshore dune height variability — ‘hummockiness’ (Goldstein et al., 2017; the model can be found here).
- Developing a calibration routine for the Coastal Dune Model using a Genetic Algorithm (using the Matlab implementation ) and displacement-based skill scores (modified from the code of Kroon and Slump 2009). This is a work in progress, and the code can be found here.
- Use of a kite-mounted camera to capture the development of foredunes (both topography and vegetation) using the structure-from-motion software toolchain. Current work is focused on capturing a dataset to calibrate the Coastal Dune Model and making this work available as open data —See my figshare site to download raw images, digital surface models, composite orthoimagery, and ground control point coordinates. Previous work, done jointly with Amber Oliver (Undergraduate; Duke University class of 2016), focused on determining how the number of ground control points impacts digital surface model (vertical) error in the low slope, low relief coastal zone. Results were presented at the 2015 Geological Society of America meeting (Oliver et al., 2015) and published as a PeerJ Preprint (Goldstein et al., 2015). See our AGU field postcard from the 2015 summer season, and a blog post about our work from the UNC Science Writing and Communication Club website. Kite-based structure from motion is used to calibrate the coastal dune model.
- Field monitoring of topography and vegetation at two experimentally planted transects on Hog Island, Virginia, USA (at the Virginia Coast Reserve-Long Term Ecological Research Site). I am a collaborator on this work (deVries et al., submitted), which was done primarily by Elsemarie deVries (current Ph.D student; UNC-CH) and Theo Jass (M.S. 2015; UNC-CH).