Martin Huber

Dr. Martin Huber

orcid

Research Focus & Metrics

Academic Career Length

19Years (2008-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
26 February 2021 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Verified
Journal Article
Open access
MZManfred Zink
Manfred Zink
Alberto MoreiraAlberto Moreira
Alberto Moreira
IHIrena Hajnsek
Irena Hajnsek
PRPaola Rizzoli
Paola Rizzoli
MBMarkus Bachmann
Markus Bachmann
BWBirgit Wessel
Birgit Wessel
On Juni 21, 2010 the still unique TanDEM-X mission was launched and opened a new era in spaceborne radar remote sensing. The first formation flying radar system was built by extending the TerraSAR-X synthetic aperture radar (SAR) mission by a second, TerraSAR-X-like satellite TanDEM-X. The resulting large single-pass SAR interferometer features flexible baseline selection enabling the acquisition of highly accurate cross-track interferograms. The primary objective was the generation of a global Digital Elevation Model (DEM) with unprecedented accuracy (12 m horizontal resolution and 2 m relative height accuracy). While the main mission phase for DEM data acquisition has been finished in 2014, the processing of the global TanDEM-X DEM was concluded in September 2016. The final DEM is well within specifications and features an extremely low percentage of void areas. The scientific exploitation of TanDEM-X is not limited to the DEM and the unique capabilities enable numerous secondary mission objectives based on along-track interfero-metry as well as new bistatic and multistatic SAR techniques. Comparisons of the TanDEM-X DEM with SRTM [1] or of multi-temporal TanDEM-X data revealed dramatic changes and the high dynamic in the Earth's topography. It has been therefore decided to acquire data for a global change layer and the so-called change DEM will become available in 2021. Despite being well beyond their design lifetime, both satellites are still fully functional and have enough consumables for several additional years. Therefore, bistatic operations continue with a focus on changes in the cryosphere and biosphere.

5 December 2019 in Remote Sensing
Verified
Journal Article
Open access
PDF file
SASahra Abdullahi
Sahra Abdullahi
BWBirgit Wessel
Birgit Wessel
MHMartin Huber
Martin Huber
AWAnna Wendleder
Anna Wendleder
ARAchim Roth
Achim Roth
CKClaudia Kuenzer
Claudia Kuenzer
Accelerating melt on the Greenland ice sheet leads to dramatic changes at a global scale. Especially in the last decades, not only the monitoring, but also the quantification of these changes has gained considerably in importance. In this context, Interferometric Synthetic Aperture Radar (InSAR) systems complement existing data sources by their capability to acquire 3D information at high spatial resolution over large areas independent of weather conditions and illumination. However, penetration of the SAR signals into the snow and ice surface leads to a bias in measured height, which has to be corrected to obtain accurate elevation data. Therefore, this study purposes an easy transferable pixel-based approach for X-band penetration-related elevation bias estimation based on single-pass interferometric coherence and backscatter intensity which was performed at two test sites on the Northern Greenland ice sheet. In particular, the penetration bias was estimated using a multiple linear regression model based on TanDEM-X InSAR data and IceBridge laser-altimeter measurements to correct TanDEM-X Digital Elevation Model (DEM) scenes. Validation efforts yielded good agreement between observations and estimations with a coefficient of determination of R2 = 68% and an RMSE of 0.68 m. Furthermore, the study demonstrates the benefits of X-band penetration bias estimation within the application context of ice sheet elevation change detection.

7 July 2021 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Verified
Journal Article
Open access
MHMartin Huber
Martin Huber
NONicole Osterkamp
Nicole Osterkamp
UMUrsula Marschalk
Ursula Marschalk
RTRaphael Tubbesing
Raphael Tubbesing
AWAnna Wendleder
Anna Wendleder
ARAchim Roth
Achim Roth
The global digital elevation model (DEM) produced by the TanDEM-X (TerraSAR-X add-on for Digital Elevation Measurements) mission is an interferometric elevation model with unprecedented quality, accuracy, and coverage. It represents an unedited surface model and artifacts inherent to the interferometric Synthetic Aperture Radar (SAR) acquisition and processing technique are still present. The most prominent artifacts are water bodies appearing with a rough surface in the DEM. Additionally, outliers, voids, and larger data gaps may be present in the dataset. Therefore, DEM editing is crucial for many applications including hydrology or ortho-rectification of remote sensing data. Depending on the field of application different techniques of quality enhancement are required. This paper provides for the first time a comprehensive description of a semi-automatic framework especially developed for the TanDEM-X dataset to edit the high-resolution 12 m DEM with focus on water areas, outlier handling, and void filling. The default configuration parameters of the workflow can thereby be adapted interactively for challenging areas where appropriate. A quality assessment of the edited DEM is done by statistical measures, visual methods as well as by an artifact evaluation.

24 July 2018 in Remote Sensing
Verified
Journal Article
Open access
PDF file
ARAchim Roth
Achim Roth
UMUrsula Marschalk
Ursula Marschalk
KWKarina Winkler
Karina Winkler
BSBirgit Schättler
Birgit Schättler
MHMartin Huber
Martin Huber
SDStefan Dech
Stefan Dech
This paper presents the first comprehensive review on the scientific utilization of earth observation data provided by the German TerraSAR-X mission. It considers the different application fields and technical capabilities to identify the key applications and the preferred technical capabilities of this high-resolution SAR satellite system from a scientific point of view. The TerraSAR-X mission is conducted in a close cooperation with industry. Over the past decade, scientists have gained access to data through a proposal submission and evaluation process. For this review, we have considered 1636 data utilization proposals and analyzed 2850 publications. In general, TerraSAR-X data is used in a wide range of geoscientific research areas comprising anthroposphere, biosphere, cryosphere, geosphere, and hydrosphere. Methodological and technical research is a cross-cutting issue that supports all geoscientific fields. Most of the proposals address research questions concerning the geosphere, whereas the majority of the publications focused on research regarding “methods and techniques”. All geoscientific fields involve systematic observations for the establishment of time series in support of monitoring activities. High-resolution SAR data are mainly used for the determination and investigation of surface movements, where SAR interferometry in its different variants is the predominant technology. However, feature tracking techniques also benefit from the high spatial resolution. Researchers make use of polarimetric SAR capabilities, although they are not a key feature of the TerraSAR-X system. The StripMap mode with three meter spatial resolution is the preferred SAR imaging mode, accounting for 60 percent of all scientific data acquisitions. The Spotlight modes with the highest spatial resolution of less than one meter are requested by only approximately 30 percent of the newly acquired TerraSAR-X data.

1 January 2008
Verified
Book Chapter
Closed access
PDF file
THTamás Hauer
Tamás Hauer
DRDmitry Rogulin
Dmitry Rogulin
SZSonja Zillner
Sonja Zillner
ABAndrew Branson
Andrew Branson
JSJetendr Shamdasani
Jetendr Shamdasani
RMRichard McClatchey
Richard McClatchey

1 July 2019
Verified
Conference Paper
Closed access
MLMarie Lachaise
Marie Lachaise
MBMarkus Bachmann
Markus Bachmann
TFThomas Fritz
Thomas Fritz
MHMartin Huber
Martin Huber
BSBarbara Schweishelm
Barbara Schweishelm
BWBirgit Wessel
Birgit Wessel
With the global TanDEM-X DEM generation being finished in 2016, the mission is now acquiring a new dataset to provide an independent DEM, the so-called "TanDEM-X Change DEM". It is based on a completely new dataset acquired from 2017 – 2019 in contrast to the acquisitions for the global DEM between 2010 and 2015 in the aim to characterise terrain changes. It benefits from improvements in the acquisition planning process and in the data processing which enable to achieve reliable DEM data of high accuracy with fewer acquisitions. For this goal, the use of an edited TanDEM-X DEM as "starting point" for the processing is mandatory. Detectable 3d elevation changes are presented exemplarily in Indonesian forest and on an outlet glacier in Antarctica.