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Developing bare-earth digital elevation models from structure-from-motion data on barrier islands, Dauphin Island, AL, 2018–2019

Dates

Publication Date
Start Date
2018-09-01
End Date
2019-04-30

Citation

Enwright, N.M., Kranenburg, C.J., Patton, B.A., Dalyander, P.S., Brown, J.A., Piazza, S.C., Cheney, W.C., and Villani, R.K., 2021, Developing bare-earth digital elevation models from structure-from-motion data on barrier islands, Dauphin Island, AL, 2018–2019: U.S. Geological Survey data release, https://doi.org/10.5066/P99PX0O3.

Summary

This U.S. Geological Survey data release includes bare-earth digital elevation models (DEMs) that were produced by removing elevation bias in vegetated areas from structure-from-motion (SfM) data products for two sites on Dauphin Island, Alabama. These data were collected in the late fall of 2018 and spring of 2019. In addition to the bare-earth DEMs, this data release also includes vegetation masks, examples of model uncertainty, training data, prediction data, and validation data associated with this effort.

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digital_elevation_models_and_data.zip 292.76 MB application/zip
readME.txt 10.6 KB text/plain

Purpose

Unoccupied aerial systems (UAS) can collect monitoring data, including elevation information via structure-from-motion (SfM) and vegetation information from multispectral imagery, with a temporal resolution that is well-suited for dynamic barrier island environments. However, SfM data represents the elevation of the surface including the vegetation canopy. Processing is required for estimating bare-earth elevation, which is critical for understanding the underlying geomorphology. In this study, we used vegetation and elevation surveys collected using a real-time kinematic global positioning system to develop a vegetation correction model to produce bare-earth elevation surfaces from SfM data for two sites on Dauphin Island, Alabama. The methods used for this project are portable to other areas with calibration and could provide an efficient and repeatable framework for monitoring changing geomorphology and/or provide baseline elevations for predicting changes to these environments under future conditions.

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P99PX0O3

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