Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets
Utah State University · Aberystwyth University · +1 more institution
Abstract
Abstract Repeat topographic surveys are increasingly becoming more affordable, and possible at higher spatial resolutions and over greater spatial extents. Digital elevation models (DEMs) built from such surveys can be used to produce DEM of Difference (DoD) maps and estimate the net change in storage terms for morphological sediment budgets. While these products are extremely useful for monitoring and geomorphic interpretation, data and model uncertainties render them prone to misinterpretation. Two new methods are presented, which allow for more robust and spatially variable estimation of DEM uncertainties and propagate these forward to evaluate the consequences for estimates of geomorphic change. The first…
Citation impact
- FWCI
- 23.22
- Percentile
- 100%
- References
- 68
Authors
4Topics & keywords
- Digital elevation model
- Elevation (ballistics)
- Erosion
- Uncertainty analysis
- Geology
- Hydrology (agriculture)
- Uncertainty quantification
- Sedimentary budget