Bauer-Marschallinger, Bernhard

Senior Scientist Dipl.-Ing. Dr.techn.


Research Division:
Remote Sensing
Research Area:
Radar Product Development
SAR Processing & Applications
Address:
Wiedner Hauptstraße 8 / E120-01-1 (DC02D30)
Phone #:
+43 1 58801 12250

Biography

Bernhard Bauer-Marschallinger received his doctoral degree in Geodesy and Geoinformation from the TU Wien in 2018. As part of the TU Wien Remote Sensing Research Group, he has been involved in projects from ESA, EU, Copernicus Global Land Services (CGLS) and Austrian Research Promotion Agency (FFG), mainly working on the exploitation of satellite data and the development of operational processing software for Synthetic Aperture Radar (SAR) observations.

The retrieval of the geophysical variables like soil moisture is in the focus of his research, as well as vegetation density and water bodies. Most recently, he researches on the fusion of radar observations from different spatial and temporal scales in order to obtain soil moisture information at high spatio-temporal resolution, aiming for algorithms that can operate in near-real-time.

Publications

Publications in Scientific Journals

  1. J. Vural, S. Schneider, B. Bauer-Marschallinger, K. Haslinger:
    "Assimilation of the SCATSAR-SWI with SURFEX: Impact of Local Observation Errors in Austria";
    Monthly Weather Review, 149 (2021), 3; 773 - 791. BibTeX, More information


  2. L. Zappa, S. Schlaffer, B. Bauer-Marschallinger, C. Nendel, B. Zimmerman, W. Dorigo:
    "Detection and Quantification of Irrigation Water Amounts at 500 m Using Sentinel-1 Surface Soil Moisture";
    Remote Sensing, 13 (2021), 9; 1727-1 - 1727-20. BibTeX, More information


  3. S. Azimi, A. Dariane, S. Modanesi, B. Bauer-Marschallinger, R. Bindlish, W. Wagner, C. Massari:
    "Assimilation of Sentinel 1 and SMAP - based satellite soil moisture retrievals into SWAT hydrological model: the impact of satellite revisit time and product spatial resolution on flood simulations in small basins";
    Journal of Hydrology, 581 (2020), 124367; 1 - 16. BibTeX, More information


  4. M. Vreugdenhil, C. Navacchi, B. Bauer-Marschallinger, S. Hahn, S. Steele-Dunne, I. Pfeil, W. Dorigo, W. Wagner:
    "Sentinel-1 Cross Ratio and Vegetation Optical Depth: A Comparison over Europe";
    Remote Sensing, 12 (2020), 20; 3401-1 - 3401-19. BibTeX,


  5. B. Bauer-Marschallinger, V. Freeman, S. Cao, C. Paulik, S. Schaufler, T. Stachl, S. Modanesi, C. Massari, L. Ciabatta, L. Brocca, W. Wagner:
    "Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles";
    IEEE Transactions on Geoscience and Remote Sensing, 57 (2019), 1; 520 - 539. BibTeX, More information


  6. B. Bauer-Marschallinger, C. Paulik, S. Hochstöger, T. Mistelbauer, S. Modanesi, L. Ciabatta, C. Massari, L. Brocca, W. Wagner:
    "Soil Moisture from Fusion of Scatterometer and SAR: Closing the Scale Gap with Temporal Filtering";
    Remote Sensing, 10 (2018), 7; 1030-1 - 1030-26. BibTeX, More information


  7. S. Schaufler, B. Bauer-Marschallinger, S. Hochstöger, W. Wagner:
    "Modelling and correcting azimuthal anisotropy in Sentinel-1 backscatter data";
    Remote Sensing Letters, 9 (2018), 8; 799 - 808. BibTeX, More information


  8. M. Vreugdenhil, W. Wagner, B. Bauer-Marschallinger, I. Pfeil, I. Teubner, C. Rüdiger, P. Strauss:
    "Sensitivity of Sentinel-1 Backscatter to Vegetation Dynamics: An Austrian Case Study";
    Remote Sensing, 10 (2018), 9; 1396- - 1396-19. BibTeX,


  9. M. Vreugdenhil, S. Hahn, T. Melzer, B. Bauer-Marschallinger, C. Reimer, W. Dorigo, W. Wagner:
    "Assessing Vegetation Dynamics Over Mainland Australia With Metop ASCAT";
    IEEE Journal Of Selected Topics In Applied Earth Observations And Remote Sensing, 10 (2017), 5; 2240 - 2248. BibTeX,


  10. B. Bauer-Marschallinger, V. Naeimi, W. Wagner:
    "Bodenfeuchtemessung durch Radarsatelliten: Aktuelle Entwicklungen zur Erfassung auf lokaler Ebene";
    Österreichische Wasser- und Abfallwirtschaft, 67 (2015), 11; 422 - 431. BibTeX,


  11. B. Bauer-Marschallinger, D. Sabel, W. Wagner:
    "Optimisation of global grids for high-resolution remote sensing data";
    Computers & Geosciences, 72 (2014), 84 - 93. BibTeX, More information


  12. A. Dostálová, M. Doubkova, D. Sabel, B. Bauer-Marschallinger, W. Wagner:
    "Seven Years of Advanced Synthetic Aperture Radar (ASAR) Global Monitoring (GM) of Surface Soil Moisture over Africa";
    Remote Sensing, 6 (2014), 8; 7683 - 7707. BibTeX, More information


  13. B. Bauer-Marschallinger, W. Dorigo, W. Wagner, A. Van Dijk:
    "How Oceanic Oscillation Drives Soil Moisture Variations over Mainland Australia: An Analysis of 32 Years of Satellite Observations";
    Journal of Climate, 26 (2013), 24; 10159 - 10173. BibTeX, More information


Talks and Poster Presentations (with Proceedings-Entry)

  1. W. Wagner, V. Freeman, S. Cao, P. Matgen, M. Chini, P. Salamon, N. McCormick, S. Martinis, B. Bauer-Marschallinger, C. Navacchi, M. Schramm, C. Reimer, C. Briese:
    "Data Processing Architectures For Monitoring Floods Using Sentinel-1";
    Talk: XXIVth ISPRS Congress, Online; 2020-08-31 - 2020-09-02; in: "ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences", ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-3-2020 (2020), ISSN: 2194-9042; 641 - 648. BibTeX,


  2. S. Azimi, C. Massari, A. Darian, S. Modanesi, B. Bauer-Marschallinger, W. Wagner:
    "Benefit of of coarse- and medium-scale satellite soil moisture products for flood modeling in small basins: temporal versus spatial resolution";
    Poster: European Geosciences Union, General Assembly 2019 (EGU 2019), Vienna; 2019-04-07 - 2019-04-12; in: "EGU General Assembly 2019", Geophysical Research Abstracts, 21 (2019), ISSN: 1607-7962; EGU2019-10941. BibTeX,


  3. B. Bauer-Marschallinger, C. Reimer, T. Le, M. Vreugdenhil, V. Freeman, C. Massari, S. Modanesi, L. Ciabatta, P. Filippucci, L. Brocca, W. Wagner:
    "Sentinel-1 and Metop ASCAT Driving Two New 1km Soil Moisture Products in Copernicus: First Data over Europe 2015-2018";
    Talk: European Geosciences Union, General Assembly 2019 (EGU 2019), Vienna; 2019-04-07 - 2019-04-12; in: "EGU General Assembly 2019", Geophysical Research Abstracts, 21 (2019), ISSN: 1607-7962; EGU2019-2919. BibTeX,


  4. L. Crocetti, W. Dorigo, B. Martens, A. Kauer, B. Bauer-Marschallinger, A. Xaver, D. Miralles, V. Pellet, F. Aires:
    "Impacts of ocean-atmospheric oscillations on Mediterranean hydrology";
    Talk: European Geosciences Union, General Assembly 2018 (EGU 2018), Vienna; 2018-04-09 - 2018-04-13; in: "EGU General Assembly 2018", Geophysical Research Abstracts, Vol. 20 (2018), ISSN: 1029-7006; 13029. BibTeX,


  5. S. Hochstöger, B. Bauer-Marschallinger, S. Hahn, S. Elefante, W. Wagner:
    "A new method for downscaling coarse scale ASCAT soil moisture using Sentinel-1: Preliminary results";
    Poster: European Geosciences Union, General Assembly 2018 (EGU 2018), Vienna; 2018-04-09 - 2018-04-13; in: "EGU General Assembly 2018", Geophysical Research Abstracts, Vol. 20 (2018), ISSN: 1029-7006; 13330. BibTeX,


  6. M. Rutzinger, M. Bremer, A. Kollert, M. Hollaus, N. Pfeifer, M. Bruggisser, B. Bauer-Marschallinger, K. Hagen, K. Schadauer, K. Gartner, C. Bauerhansl:
    "4D Forest moisture mapping based on multi-temporal earth observation signatures (4D-FORMAT)";
    Poster: European Geosciences Union, General Assembly 2018 (EGU 2018), Vienna; 2018-04-09 - 2018-04-13; in: "EGU General Assembly 2018", Geophysical Research Abstracts, Vol. 20 (2018), ISSN: 1029-7006; 13380. BibTeX,


  7. I. Ali, V. Naeimi, S. Cao, S. Elefante, T. Le, B. Bauer-Marschallinger, W. Wagner:
    "Sentinel-1 Data Cube Exploitation: Tools, Products, Services and Quality Control";
    Talk: 2017 Conference on Big Data from Space (BiDS´17), Toulouse, France; 2017-11-28 - 2017-11-30; in: "Proceedings of the 2017 conference on Big Data from Space (BiDS´17)", Publications Office of the European Union, Luxembourg (2017), ISBN: 978-92-79-73527-1; 40 - 43. BibTeX,


  8. B. Bauer-Marschallinger, C. Paulik, S. Schaufler, A. Jann, A. Giannakos, T. Jacobs, B. Smets, R Lacaze, W. Wagner:
    "1km Soil Moisture from Sentinel-1 and ASCAT: Evolutions Activities within the Copernicus Global Land Service";
    Talk: EUMETSAT Meteorological Satellite Conference 2017, Rome, Italy; 2017-10-02 - 2017-10-06; in: "Proceedings for the 2017 EUMETSAT Meteorological Satellite Conference", (2017). BibTeX, More information


  9. S. Elefante, S. Hahn, B. Bauer-Marschallinger, S. Hochstöger, W. Wagner:
    "Soil Moisture Downscaling Meets Big Data Processing";
    Poster: EUMETSAT Meteorological Satellite Conference 2017, Rome, Italy; 2017-10-02 - 2017-10-06; in: "Proceedings for the 2017 EUMETSAT Meteorological Satellite Conference", (2017). BibTeX, More information


  10. B. Bauer-Marschallinger, C. Paulik, S. Hochstöger, V. Naeimi, S. Cao, W. Wagner:
    "1km Soil Moisture from Sentinel-1 and ASCAT: Evolutions Activities within the Copernicus Global Land Services";
    Poster: 4th Satellite Soil Moisture Validation and Application Workshop and CCI Soil Moisture User Workshop, Vienna; 2017-09-18 - 2017-09-20; in: "Abstract Booklet of the 4th Satellite Soil Moisture Validation and Application Workshop and the CCI Soil Moisture User Workshop, 18-20 September 2017, Vienna, Austria", W. Dorigo, W. Wagner (ed.); Technische Universität Wien, Vienna (2017), ISBN: 978-3-200-05282-6; 68. BibTeX,


  11. V. Naeimi, S. Cao, C. Paulik, B. Bauer-Marschallinger, A. Dostálová, S. Elefante, S. Schaufler, D. Nguyen, S. Hochstöger, I. Ali, T. Le, M. Vreugdenhil, W. Wagner:
    "Global soil moisture monitoring with Sentinel-1: required data processing and analysis capabilities";
    Poster: 4th Satellite Soil Moisture Validation and Application Workshop and CCI Soil Moisture User Workshop, Vienna; 2017-09-18 - 2017-09-20; in: "Abstract Booklet of the 4th Satellite Soil Moisture Validation and Application Workshop and the CCI Soil Moisture User Workshop, 18-20 September 2017, Vienna, Austria", W. Dorigo, W. Wagner (ed.); Technische Universität Wien, Vienna (2017), ISBN: 978-3-200-05282-6; 83. BibTeX,


  12. I. Pfeil, S. Hahn, B. Bauer-Marschallinger, S. Hochstöger, M. Vreugdenhil, W. Wagner:
    "Sentinel-1 Surface Soil Moisture: Comparison against an optimized Metop ASCAT soil moisture product and in-situ data in Lower Austria";
    Talk: 4th Satellite Soil Moisture Validation and Application Workshop and CCI Soil Moisture User Workshop, Vienna; 2017-09-18 - 2017-09-20; in: "Abstract Booklet of the 4th Satellite Soil Moisture Validation and Application Workshop and the CCI Soil Moisture User Workshop, 18-20 September 2017, Vienna, Austria", W. Dorigo, W. Wagner (ed.); Technische Universität Wien, Vienna (2017), ISBN: 978-3-200-05282-6; 45 - 46. BibTeX,


  13. B. Bauer-Marschallinger, S. Cao, S. Schaufler, C. Paulik, V. Naeimi, W. Wagner:
    "1km Soil Moisture from Downsampled Sentinel-1 SAR Data: Harnessing Assets and Overcoming Obstacles";
    Talk: European Geosciences Union, General Assembly 2017 (EGU 2017), Wien; 2017-04-23 - 2017-04-28; in: "Geophysical Research Abstracts", Copernicus, Vol. 19 (2017), ISSN: 1029-7006; [Add programme sche. BibTeX,


  14. A. Kauer, W. Dorigo, B. Bauer-Marschallinger:
    "Extracting climate signals from large hydrological data cubes using multivariate statistics - an example for the Mediterranean basin";
    Poster: European Geosciences Union, General Assembly 2017 (EGU 2017), Wien; 2017-04-23 - 2017-04-28; in: "Geophysical Research Abstracts", Copernicus, Vol. 19 (2017), ISSN: 1029-7006; EGU2017-5344. BibTeX,


  15. M. Vreugdenhil, A. Eder, B. Bauer-Marschallinger, S. Cao, V. Naeimi, M. Oismueller, P. Strauss, W. Wagner:
    "Sentinel-1 backscatter sensitivity to vegetation dynamics at the field scale";
    Talk: European Geosciences Union, General Assembly 2017 (EGU 2017), Wien; 2017-04-23 - 2017-04-28; in: "Geophysical Research Abstracts", Copernicus, Vol. 19 (2017), ISSN: 1029-7006; EGU2017-15800. BibTeX,


  16. B. Bauer-Marschallinger, S. Hochstöger, W. Wagner:
    "Copernicus SCATSAR-SWI: satellitengemessene Bodenfeuchte - täglich und in 1 km Auflösung";
    Talk: AGIT 2016 - Symposium und Fachmesse Angewandte Geoinformatik, Salzburg; 2016-07-06 - 2016-07-08; in: "AGIT - Journal für Angewandte Geoinformatik", AGIT - Journal für Angewandte Geoinformatik, 2-2016 (2016), ISSN: 2364-9283; 93 - 98. BibTeX, More information


  17. B. Bauer-Marschallinger, T. Mistelbauer, S. Hochstöger, C. Paulik, W. Wagner:
    "Data Fusion Approaches to Close the Spatial and Temporal Scale Gaps between MetOp-ASCAT and Sentinel-1 Soil Moisture Observations";
    Poster: European Geosciences Union, General Assembly 2016 (EGU 2016), Wien; 2016-04-17 - 2016-04-22; in: "Geophysical Research Abstracts", Geophysical Research Abstracts, Volume 18 (2016), ISSN: 1607-7962; EGU2016-13686. BibTeX,


  18. W. Dorigo, B. Bauer-Marschallinger, M. Depoorter, D. Miralles:
    "Assessing the impact of the 2015/2016 El Niño event on multi-satellite soil moisture over the Southern Hemisphere";
    Talk: European Geosciences Union, General Assembly 2016 (EGU 2016), Wien; 2016-04-17 - 2016-04-22; in: "Geophysical Research Abstracts", Geophysical Research Abstracts, Volume 18 (2016), ISSN: 1607-7962; EGU2016-15476. BibTeX,


  19. W. Wagner, B. Bauer-Marschallinger, S. Hochstöger:
    "From ASCAT to Sentinel-1: Soil Moisture Monitoring using European C-Band Radars";
    Talk: European Geosciences Union, General Assembly 2016 (EGU 2016), Wien; 2016-04-17 - 2016-04-22; in: "Geophysical Research Abstracts", Geophysical Research Abstracts, Volume 18 (2016), ISSN: 1607-7962; EGU2016-13. BibTeX,


  20. V. Naeimi, S. Elefante, S. Cao, W. Wagner, A. Dostálová, B. Bauer-Marschallinger:
    "Geophysical parameters retrieval from sentinel-1 SAR data: a case study for high performance computing at EODC";
    Talk: 24th High Performance Computing Symposium, Pasadena, CA, USA; 2016-04-03 - 2016-04-06; in: "Proceedings of the 24th High Performance Computing Symposium", J. Weinbub, M. Baboulin, W. Thacker, L. Polok, S. Bhowmick (ed.); Society for Computer Simulation International, San Diego, CA, USA (2016), ISBN: 978-1-5108-2318-1. BibTeX,


  21. W. Wagner, C. Reimer, B. Bauer-Marschallinger, M. Enenkel, S. Hahn, T. Melzer, V. Naeimi, C. Paulik, W. Dorigo:
    "Long-term Soil Moisture Time Series Analyses based on Active Microwave Backscatter Measurements";
    Talk: 36th International Symposium on Remote Sensing of Environment 2015 (ISRSE36), Berlin, Germany; 2015-05-11 - 2015-05-15; in: "36th International Symposium on Remote Sensing of Environment", G. Schreier, P. Skrovseth, H. Staudenrausch (ed.); ISPRS Archives, Volume XL-7/W3 (2015), ISSN: 2194-9034; 545 - 550. BibTeX, More information


  22. B. Bauer-Marschallinger, W. Wagner, C. Paulik, A. Gruber, M. Vreugdenhil, W. Dorigo:
    "SCAT-SAR Soil Moisture: A Data Fusion Approach to Close the Spatial and Temporal Scale Gaps between MetOp-ASCAT and Sentinel-1 Observations";
    Poster: European Geosciences Union, General Assembly 2015 (EGU 2015), Wien; 2015-04-12 - 2015-04-17; in: "Geophysical Research Abstracts", 17 (2015), 9247-1. BibTeX,


  23. W. Dorigo, F. Albrecht, J. Barichivich, B. Bauer-Marschallinger, S. Blessing, L. Brocca, M. Depoorter, R. Giering, R. De Jeu, T. Kaminski, W. Knorr, C. Köstler, D. Miralles, S. Schlaffer, M. Scholze, G. Schürmann, M. Vossbeck:
    "Spatiotemporal dynamics in remotely sensed soil moisture and their impact on the carbon cycle";
    Talk: European Geosciences Union, General Assembly 2015 (EGU 2015), Wien (invited); 2015-04-12 - 2015-04-17; in: "Geophysical Research Abstracts", 17 (2015), 4927. BibTeX,


  24. V. Naeimi, S. Hasenauer, S. Cao, B. Bauer-Marschallinger, A. Dostálová, S. Schlaffer, W. Wagner:
    "Monitoring Water Resources Using Big Data from Sentinel-1 Satellites";
    Talk: 2014 Conference on Big Data from Space (BiDS '14), Frascati, Italy; 2014-11-12 - 2014-11-14; in: "Proceedings of the 2014 conference on Big Data from Space (BiDS '14)", P. Soille, P. Marchetti (ed.); Publications Office of the European Union, Luxembourg (2014), ISBN: 978-92-79-43252-1; 146 - 149. BibTeX, More information


  25. B. Bauer-Marschallinger, D. Sabel, W. Wagner:
    "Optimisation of Global Grids for High-Resolution Remote Sensing Data";
    Poster: European Geosciences Union, General Assembly 2014, Wien; 2014-04-27 - 2014-05-02; in: "Geophysical Research Abstracts", 16 (2014), 2759-1. BibTeX,


  26. A. Hegyiová, M. Doubkova, D. Sabel, B. Bauer-Marschallinger, W. Wagner:
    "7 Years of ASAR GM 1 Km Surface Soil Moisture over Africa";
    Talk: ESA Living Planet Symposium 2013, Edinburgh; 2013-09-09 - 2013-09-13; in: "Proceedings of ESA Living Planet Symposium 2013", L. Ouwehand (ed.); ESA, Noordwijk, The Netherlands (2013), ISBN: 978-92-9221-286-5; 7 pages. BibTeX, More information


  27. W. Dorigo, C. Albergel, A. Loew, T. Stacke, A. Gruber, W. Wagner, R. Parinussa, R. De Jeu, L. Brocca, B. Bauer-Marschallinger, D. Chung, C. Paulik:
    "34 years of remotely sensed soil moisture: What climate signals do we (not) see?";
    Talk: IGARSS, Melbourne; 2013-07-21 - 2013-07-26; in: "Proceedings of IGARSS 2013", (2013), 1809 - 1812. BibTeX,


  28. W. Dorigo, W. Wagner, B. Bauer-Marschallinger, D. Chung, R. De Jeu, L. Yi:
    "Constructing and analyzing a 32-years climate data record of remotely sensed soil moisture";
    Talk: IGARSS, Munich; 2012-07-22 - 2012-07-27; in: "Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International", (2012), ISBN: 978-1-4673-1160-1; 2028 - 2031. BibTeX, More information


  29. B. Bauer-Marschallinger, W. Dorigo, W. Wagner, M. Doubkova, D. Chung:
    "Spatiotemporal Analyses of Remotely Sensed Soil Moisture with Respect to Regional Climate Modes and Solar Activity in Australia";
    Talk: EGU 2012, Wien; 2012-04-22 - 2012-04-27; in: "European Geosciences Union General Assembly 2012", Geophysical Research Abstracts, Vol. 14 (2012), Paper ID EGU2012-11488, 1 pages. BibTeX,


  30. M. Doubkova, A. Van Dijk, B. Bauer-Marschallinger:
    "Using the ESA´s ASAR GM radar instrument to map physical soil properties (case study over Australia)";
    Poster: EGU 2010, Vienna; 2010-05-03 - 2010-05-07; in: "Geophysical Research Abstracts", 12 (2010), Paper ID EGU2010-7114, 1 pages. BibTeX,


  31. D. Sabel, A. Bartsch, B. Bauer-Marschallinger, W. Wagner:
    "PALSAR Sensitivity to Surface Soil Moisture in the Volta Basin";
    Talk: ALOS PI 2008 Symposium, Island of Rhodes, Greece; 2008-11-03 - 2008-11-07; in: "Proceedings", Esa Sp-664 (2008), 7 pages. BibTeX, More information


Talks and Poster Presentations (without Proceedings-Entry)

  1. A. Pasik, W. Preimesberger, B. Bauer-Marschallinger, W. Dorigo:
    "Towards an operationally capable satellite-based 0-100 cm soil moisture dataset from C3S";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  2. B. Bauer-Marschallinger:
    "Sentinel-1 for fully-automatic monitoring of floods";
    Talk: United Nations/Austria Symposium: "Space Applications for Sustainable Development Goal 13: Climate Action", Online (invited); 2020-09-01 - 2020-09-03. BibTeX,


  3. B. Bauer-Marschallinger:
    "An Introduction to the Copernicus Surface Soil Moisture (SSM) and Soil Water Index (SWI) products";
    Talk: Monitoring Soil Moisture using Earth Observation Virtual Workshop, Online (invited); 2020-07-14 - 2020-07-15. BibTeX,


  4. P. Filippucci, L. Brocca, A. Tarpanelli, C. Massari, L. Ciabatta, W. Wagner, B. Bauer-Marschallinger, C. Saltalippi:
    "Remote sensing of rainfall at high spatial-temporal resolution through soil moisture";
    Talk: European Geosciences Union, General Assembly 2020 (EGU 2020), Online; 2020-05-04 - 2020-05-08. BibTeX,


  5. C. Navacchi, B. Bauer-Marschallinger, W. Wagner:
    "Flood Monitoring using ACube - An Austrian Data Cube Solution";
    Talk: European Geosciences Union, General Assembly 2020 (EGU 2020), Online; 2020-05-04 - 2020-05-08. BibTeX,


  6. A. Pasik, B. Bauer-Marschallinger, W. Preimesberger, T. Scanlon, W. Dorigo, S. Hahn:
    "Towards long-term satellite root-zone soil moisture: 40-year Soil Water Index dataset from ESA CCI COMBINED Soil Moisture product";
    Talk: European Geosciences Union, General Assembly 2020 (EGU 2020), Online; 2020-05-04 - 2020-05-08. BibTeX,


  7. B. Bauer-Marschallinger, M. Vreugdenhil, T. Le, C. Reimer, C. Massari, P. Filippucci, S. Modanesi, L. Ciabatta, L. Brocca, W. Wagner:
    "Two New 1km Soil Moisture Products in Copernicus: Enabling Detection of Small-Scale Rainfall- and Irrigation- Impacts with Sentinel-1 and Metop ASCAT";
    Talk: ESA Living Planet Symposium 2019, Milan, Italy; 2019-05-13 - 2019-05-17. BibTeX,


  8. I. Himmelbauer, D. Aberer, L. Zappa, A. Xaver, B. Bauer-Marschallinger, W. Dorigo, R. Sabia:
    "The International Soil Moisture Network in support of high-resolution soil moisture product validation";
    Poster: ESA Living Planet Symposium 2019, Milan, Italy; 2019-05-13 - 2019-05-17. BibTeX,


  9. A. Kollert, M. Rutzinger, M. Bremer, M. Hollaus, N. Pfeifer, M. Bruggisser, B. Bauer-Marschallinger, K. Hagen, K. Schadauer, K. Gartner, C. Bauerhansl, M. Löw:
    "Automated Area-Wide Tree Species Mapping Based on Sentinel-2 Imagery: Influence of Topography and Forest Structure on Classification Quality";
    Poster: ESA Living Planet Symposium 2019, Milan, Italy; 2019-05-13 - 2019-05-17. BibTeX,


  10. M. Vreugdenhil, W. Dorigo, S. Hahn, B. Bauer-Marschallinger, W. Wagner:
    "Metop ASCAT Vegetation Optical Depth and Sentinel-1 Backscatter Dynamics for Phenology Monitoring";
    Talk: ESA Living Planet Symposium 2019, Milan, Italy; 2019-05-13 - 2019-05-17. BibTeX,


  11. M. Hollaus, B. Bauer-Marschallinger, M. Löw, K. Schadauer, W. Wagner:
    "Potential of Sentinel-1 Time Series to Detect Bark Beetle Outbreaks";
    Talk: ForestSAT 2018, College Park, Maryland, USA; 2018-10-01 - 2018-10-05. BibTeX,


  12. W. Dorigo, L. Crocetti, B. Martens, A. Kauer, B. Bauer-Marschallinger, A. Xaver, D. Miralles, V. Pellet, F. Aires:
    "Impacts of climatic oscillations on Mediterranean hydrology";
    Talk: 8th GEWEX Open Science Conference, Canmore, Alberta, Canada; 2018-05-06 - 2018-05-11. BibTeX,


  13. B. Bauer-Marschallinger, T. Mistelbauer, S. Hochstöger, M. Vreugdenhil, C. Paulik, W. Wagner:
    "SCAT-SAR Soil Water Index Closing Spatial and Temporal Scale Gaps in Radar Remote Sensing";
    Poster: ESA Living Planet Symposium 2016, Prague, Czechia; 2016-05-09 - 2016-05-13. BibTeX,


  14. W. Dorigo, M. Forkel, I. Teubner, B. Bauer-Marschallinger, M. Depoorter, D. Miralles, C. Papagiannopoulou, W. Waegeman, M. Vreugdenhil:
    "CCI soil moisture for improved understanding of terrestrial ecosystem dynamics";
    Talk: ESA Living Planet Symposium 2016, Prague, Czechia; 2016-05-09 - 2016-05-13. BibTeX,


  15. R Lacaze, B. Smets, C. Paulik, B. Bauer-Marschallinger, K. Tansey, A. Verger, E. Swinnen, F. Camacho, A. Jann, J.C. Calvet, S. Coelho:
    "Sentinels Missions In The Copernicus Global Land Service: Monitoring the Continental Ecosystems";
    Poster: ESA Living Planet Symposium 2016, Prague, Czechia; 2016-05-09 - 2016-05-13. BibTeX,


  16. W. Wagner, V. Naeimi, S. Cao, B. Bauer-Marschallinger, R. Kidd, S. Hasenauer, A. Dostálová, C. Paulik:
    "The Use of Sentinel-1 for Monitoring of Soil Moisture within the Copernicus Global Land Service";
    Talk: ESA Living Planet Symposium 2016, Prague, Czechia; 2016-05-09 - 2016-05-13. BibTeX,


  17. B. Bauer-Marschallinger, D. Sabel, W. Wagner:
    "Optimisation of Global Grids for High-resolution Remote Sensing Data";
    Talk: ICA European Symposium on Cartography, Vienna; 2015-11-10 - 2015-11-12. BibTeX,


  18. W. Dorigo, S. Schlaffer, B. Bauer-Marschallinger, C. Albergel, C. Papagiannopoulou, W. Waegeman, M. Depoorter, D. Miralles, N. Verhoest, R. De Jeu, W. Wagner:
    "Trends in ESA CCI soil moisture: potential and caveats";
    Talk: Earth Observation for Water Cycle Science 2015, Frascati, Italy; 2015-10-20 - 2015-10-23. BibTeX,


  19. W. Wagner, V. Naeimi, B. Bauer-Marschallinger, S. Cao, A. Dostálová, C. Notarnicola, F. Greifeneder, S. Paloscia, E. Santi, C. Rüdiger, M. Aspetsberger, S. Amberger, M. Täubler, C. Briese, R. Kidd:
    "Towards Global Monitoring of Soil Moisture at 1 km Spatial Resolution using Sentinel‐1: Initial Results";
    Talk: Earth Observation for Water Cycle Science 2015, Frascati, Italy; 2015-10-20 - 2015-10-23. BibTeX,


  20. B. Bauer-Marschallinger:
    "Copernicus Global Land Energy products";
    Talk: New Horizons for European and Global land monitoring, Copenhagen, Denmark; 2015-10-19 - 2015-10-20. BibTeX,


  21. B. Bauer-Marschallinger, W. Dorigo, W. Wagner:
    "How oceanic oscillations drive soil moisture dynamics in the southern hemisphere: Identifying signal patterns in the 35-Year-long ESA-CCI soil moisture record";
    Talk: Spatial Statistics 2015, Agignon, France; 2015-06-09 - 2015-06-12. BibTeX,


  22. B. Bauer-Marschallinger, C. Paulik, W. Wagner, A. Gruber, M. Vreugdenhil, W. Dorigo:
    "SCAT-SAR soil water index: How data matching impacts the fusion of scale-spanning remotely sensed soil moisture datasets";
    Poster: Spatial Statistics 2015, Agignon, France; 2015-06-09 - 2015-06-12. BibTeX,


  23. B. Bauer-Marschallinger, W. Dorigo, W. Wagner:
    "How Oceanic Oscillations Drive Soil Moisture Dynamics in the Southern Hemisphere: An Analysis of the 35-Year-long ESA-CCI Soil Moisture Record";
    Poster: The Climate Symposium 2014, Darmstadt, Germany; 2014-10-13 - 2014-10-17. BibTeX, More information


  24. W. Dorigo, S. Schlaffer, B. Bauer-Marschallinger, D. Miralles, W. Wagner:
    "Trends in extremes and drivers of 35 years of remotely sensed soil moisture";
    Talk: 7th International Scientific Conference on the Global Energy and Water Cycle, The Hague, The Netherlands; 2014-07-14 - 2014-07-17. BibTeX,


Doctor's Theses (authored and supervised)

  1. B. Bauer-Marschallinger:
    "Multi-Scale Soil Moisture Retrieval from Satellite Radars in a Novel Data Cube Architecture";
    Supervisor, Reviewer: W. Wagner, W. Kainz, N. Verhoest; Department für Geodäsie und Geoinformation, 2018; oral examination: 2018-10-31. BibTeX,


Diploma and Master Theses (authored and supervised)

  1. C. Navacchi:
    "Monitoring of Alpine Snow Conditions Using C-Band SAR";
    Supervisor: W. Wagner, B. Bauer-Marschallinger; Department für Geodäsie und Geoinformation, 2019; final examination: 2019-01-14. BibTeX, More information


  2. A. Kauer:
    "Quantifying the impact of climate oscillation on Mediterranean hydrology using multivariate statistics";
    Supervisor: W. Dorigo, B. Bauer-Marschallinger; Department für Geodäsie und Geoinformation, 2018; final examination: 2018-01-22. BibTeX,


  3. S. Hochstöger:
    "Transition of TU Wien Change Detection Method from ASAR to Sentinel‐1: A Statistical Analysis";
    Supervisor: W. Wagner, B. Bauer-Marschallinger; Department für Geodäsie und Geoinformation, 2016; final examination: 2016-07-25. BibTeX,


  4. B. Bauer-Marschallinger:
    "Spatiotemporal Analyses of Remotely Sensed Soil Moisture with Respect to Regional Climate Modes and Solar Activity in Australia";
    Supervisor: W. Wagner, W. Dorigo; Institut für Photogrammetrie und Fernerkundung, 2012; final examination: 2012-06-04. BibTeX,


Scientific Reports

  1. M. Doubkova, D. Sabel, B. Bauer-Marschallinger:
    "SHARE - extension2, mid-term report";
    2010; 56 pages. BibTeX,




This publication list has been generated automatically from the publication data of the Faculty of Mathematics and Geoinformation - Geoinformation. Please invoke the page "Publications of the Faculty" directly for more complex searches and queries, or use the global search function of the Publication Database of the Vienna University of Technology!

Courses

Type Title Semester Hours
VO Microwave Remote Sensing 2020W 2.0
VU Applied Remote Sensing 2020W 2.0
UE Microwave Remote Sensing 2020W 2.0