Not all DEMs are equal: An evaluation of six globally available 30 m resolution DEMs with geodetic benchmarks and LiDAR in Mexico

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Authors

Jaime J Carrera-Hernandez

Abstract

This work assesses the vertical accuracy of eight Digital Surface Models (DSMs) currently available for Mexico (LiDAR, ALOS AW3D30 V2 and V3, ASTER GDEM V2 and V3, SRTM, NASADEM and Mexico's Continuos Elevation Model (CEM)). The AW3D30, ASTER GDEM, SRTM and NASADEM DSMs cover nearly the entire globe and can be downloaded at no cost, while the LiDAR and CEM DSMs are distributed by Mexico's Institute of Geography and Statistics (INEGI). The accuracy of these DSMs is assessed by considering: 1) benchmarks as reference data at the national level, and 2) LiDAR DSM as reference data on six different zones with variability in slope, vegetation cover and elevation. Using geodetic benchmarks as reference elevation on those areas covered by LiDAR (A=370,200 km2, n=24,175) it was found that LiDAR has the best vertical accuracy of all DSMs considered (MAE=1.96), which is why it was used as reference elevation to develop seven Difference of DEMs (DoDs) with the remainder DSMs. Using 350 million cells for the aforementioned comparisons, it was found that the vertical accuracy of AW3D30 V2 and V3 is similar (MAE=2.5 m), followed by NASADEM, SRTM, CEM, ASTER GDEM3 and ASTER GDEM 2, with MAE values of 3.1, 3.8, 4.6, 6.0 and 7.2 m respectively. The previously mentioned values vary according to slope and slope orientation (i.e. aspect): for flat areas (slope < 5 degrees), the NASADEM exhibits the lowest MAE (with MAE values of 1.6 for slope<=1 degree and MAE=2.0 m when 1

DOI

https://doi.org/10.31223/X56W3C

Subjects

Earth Sciences

Keywords

LiDAR, Mexico, SRTM, ASTER GDEM, AW3D30, NASADEM

Dates

Published: 2021-02-05 08:09

Last Updated: 2021-02-05 16:08

License

CC BY Attribution 4.0 International

Additional Metadata

Conflict of interest statement:
None

Data Availability (Reason not available):
Data can be downloaded from their respective sites.

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