On the vertical accuracy of the ALOS world 3D-30m digital elevation model

ABSTRACT In this contribution, we assess the vertical accuracy of the Advanced Land Observing Satellite (ALOS) World 3D 30 m (AW3D30) digital elevation model (DEM) using the runway method (RWYM). The RWYM utilizes the longitudinal profiles of runways which are reliable and ubiquitous reference data. A reference dataset used in this project consists of 36 runways located at various points throughout the world. We found that AW3D30 has a remarkably low root mean square error (RMSE) of 1.78 m (one sigma). However, while analysing the results, it has become apparent that it also contains a widespread elevation anomaly. We conclude that this anomaly is the result of uncompensated sensor noise and the data processing algorithm. Also, we note that the traditional accuracy assessment of a DEM does not allow for identification of these type of anomalies in a DEM.

[1]  Takeo Tadono,et al.  GENERATION OF THE 30 M-MESH GLOBAL DIGITAL SURFACE MODEL , 2016 .

[2]  A. Roth,et al.  The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar , 2003 .

[3]  Thomas A. Hennig,et al.  The Shuttle Radar Topography Mission , 2001, Digital Earth Moving.

[4]  Wolfgang Koppe,et al.  Evaluation of Vertical Accuracy of the WorldDEM™ Using the Runway Method , 2016, Remote. Sens..

[5]  Tecnología do ar e espaço European Organisation for the Safety of Air Navigation , 2010 .

[6]  Andreas Kääb,et al.  MMASTER: Improved ASTER DEMs for Elevation Change Monitoring , 2017, Remote. Sens..

[7]  Tobias Storch,et al.  Processors for ALOS Optical Data: Deconvolution, DEM Generation, Orthorectification, and Atmospheric Correction , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Takeo Tadono,et al.  Status of “ALOS World 3D (AW3D)” global DSM generation , 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[9]  Takeo Tadono,et al.  PRECISE GLOBAL DEM GENERATION BY ALOS PRISM , 2014 .

[10]  Jojene R. Santillan,et al.  Vertical Accuracy Assessment of 30-M Resolution Alos, Aster, and Srtm Global Dems Over Northeastern Mindanao, Philippines , 2016 .

[11]  Kazimierz Becek,et al.  Investigating error structure of shuttle radar topography mission elevation data product , 2008 .

[12]  Takeo Tadono,et al.  Generation of High Resolution Global DSM from ALOS PRISM , 2014 .

[13]  Kazimierz Becek,et al.  Assessing Global Digital Elevation Models Using the Runway Method: The Advanced Spaceborne Thermal Emission and Reflection Radiometer Versus the Shuttle Radar Topography Mission Case , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[14]  Akira Iwasaki,et al.  Improving the Measurement Accuracy of Three-Dimensional Topography Changes Using Optical Satellite Stereo Image Data , 2011, IEEE Transactions on Geoscience and Remote Sensing.