Publications in Scientific Journals

  1. B. Bauer-Marschallinger, S. Cao, C. Navacchi, V. Freeman, F. Reuß, D. Geudtner, B. Rommen, F. Vega, P. Snoeij, E. Attema, C. Reimer, W. Wagner:
    "The normalised Sentinel-1 Global Backscatter Model, mapping Earth´s land surface with C-band microwaves";
    Scientific Data, 8 (2021), 277; 1 - 18. BibTeX, More information


  2. H. Beck, M. Pan, D. Miralles, R. Reichle, W. Dorigo, S. Hahn, J. Sheffield, L. Karthikeyan, G. Balsamo, R. Parinussa, A. Van Dijk, J. Du, J. Kimball, N. Vergopolan, E. Wood:
    "Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors";
    Hydrology and Earth System Sciences, 25 (2021), 1; 17 - 40. BibTeX,


  3. F. Brill, S. Schlaffer, S. Martinis, K. Schröter, H. Kreibich:
    "Extrapolating Satellite-Based Flood Masks by One-Class Classification-A Test Case in Houston";
    Remote Sensing, 13 (2021), 11; 2042-1 - 2042-24. BibTeX, More information


  4. M. Bruggisser, W. Dorigo, A. Dostálová, M. Hollaus, C. Navacchi, S. Schlaffer, N. Pfeifer:
    "Potential of Sentinel-1 C-Band Time Series to Derive Structural Parameters of Temperate Deciduous Forests";
    Remote Sensing, 13 (2021), 4; 798-1 - 798-30. BibTeX, More information


  5. W. Dorigo, S. Dietrich, F. Aires, L. Brocca, S. Carter, J. Crétaux, D. Dunkerley, H. Enomoto, R. Forsberg, A. Güntner, M. Hegglin, R. Hollmann, D. Hurst, J. Johannessen, C. Kummerow, T. Lee, K. Luojus, U. Looser, D. Miralles, V. Pellet, T. Recknagel, C. Vargas, U. Schneider, P. Schoeneich, M. Schröder, N. Tapper, V. Vuglinsky, W. Wagner, L. Yu, L. Zappa, M. Zemp, V. Aich:
    "Closing the Water Cycle from Observations across Scales: Where Do We Stand?";
    Bulletin of the American Meteorological Society, 102 (2021), 10; E1897 - E1935. BibTeX, More information


  6. W. Dorigo, I. Himmelbauer, D. Aberer, L. Schremmer, I. Petrakovic, L. Zappa, W. Preimesberger, A. Xaver, F. Annor, J. Ardö, D. Baldocchi, M. Bitelli, G. Blöschl, H. Bogena, L. Brocca, J.C. Calvet, J. Camarero, G. Capello, M. Choi, M. Cosh, N. Van De Giesen, I. Hajdu, J. Ikonen, K. Jensen, K. Kanniah, I. de Kat, G. Kirchengast, P. Rai, J. Kyrouac, K. Larson, S. Liu, A. Loew, M. Moghaddam, J. Martínez-Fernández, C. Bader, R. Morbidelli, J. Musial, E. Osenga, M. Palecki, T. Pellarin, G. Petropoulos, I. Greimeister-Pfeil, J. Powers, A. Robock, C. Rüdiger, U. Rummel, M. Strobel, Z. Su, R. Sullivan, T. Tagesson, A. Varlagin, M. Vreugdenhil, J. Walker, J. Wen, F. Wenger, J. Wigneron, M. Woods, K. Yang, Y. Zeng, X Zhang, M. Zreda, S. Dietrich, A. Gruber, P. van Oevelen, W. Wagner, K. Scipal, M. Drusch, R. Sabia:
    "The International Soil Moisture Network: serving Earth system science for over a decade";
    Hydrology and Earth System Sciences, 25 (2021), 11; 5749 - 5804. BibTeX, More information


  7. A. Dostálová, M. Lang, J. Ivanovs, L. Waser, W. Wagner:
    "European Wide Forest Classification Based on Sentinel-1 Data";
    Remote Sensing, 13 (2021), 3; 337-1 - 337-26. BibTeX, More information


  8. P. Filippucci, L. Brocca, C. Massari, C. Saltalippi, W. Wagner, A. Tarpanelli:
    "Toward a self-calibrated and independent SM2RAIN rainfall product";
    Journal of Hydrology, 603, Part A (2021), 126837; 1 - 15. BibTeX, More information


  9. D. Frantz, F. Schug, A. Okujeni, C. Navacchi, W. Wagner, S. van der Linden, P. Hostert:
    "National-scale mapping of building height using Sentinel-1 and Sentinel-2 time series";
    Remote Sensing of Environment, 252 (2021), 112128; 1 - 17. BibTeX, More information


  10. F. Greifeneder, C. Notarnicola, W. Wagner:
    "A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine";
    Remote Sensing, 13 (2021), 11; 2099-1 - 2099-21. BibTeX, More information


  11. S. Hahn, W. Wagner, S. Steele-Dunne, M. Vreugdenhil, T. Melzer:
    "Improving ASCAT Soil Moisture Retrievals With an Enhanced Spatially Variable Vegetation Parameterization";
    IEEE Transactions on Geoscience and Remote Sensing, 59 (2021), 10; 8241 - 8256. BibTeX, More information


  12. S. Kostic, W. Wagner, S. Orlovic, T. Levanic, T. Zlatanov, E. Gorsic, L. Kesic, B. Matovic, N. Tsvetanov, D. Stojanovic:
    "Different tree-ring width sensitivities to satellite-based soil moisture from dry, moderate and wet pedunculate oak (Quercus robur L.) stands across a southeastern distribution margin";
    Science of the Total Environment, 800 (2021), 149536; 1 - 11. BibTeX,


  13. M. Kubáň, J. Parajka, R. Tong, I. Greimeister-Pfeil, M. Vreugdenhil, P. Sleziak, J. Szolgay, S. Kohnová, K. Hlavčová et al.:
    "Incorporating Advanced Scatterometer Surface and Root Zone Soil Moisture Products into the Calibration of a Conceptual Semi-Distributed Hydrological Model";
    Water, 13 (2021), 19 pages. BibTeX, More information


  14. C. Massari, S. Modanesi, J. Dari, A. Gruber, G. De Lannoy, M. Girotto, P. Quintana-Seguí, M. Le Page, L. Jarlan, M. Zribi, N. Ouaadi, M. Vreugdenhil, L. Zappa, W. Dorigo, W. Wagner, J. Brombacher, H. Pelgrum, P. Jaquot, V. Freeman, E. Volden, D. Prieto, A. Tarpanelli, S. Barbetta, L. Brocca:
    "A Review of Irrigation Information Retrievals from Space and Their Utility for Users";
    Remote Sensing, 13 (2021), 20; 4112-1 - 4112-26. BibTeX, More information


  15. J. Peng, C. Albergel, A. Balenzano, L. Brocca, O. Cartus, M. Cosh, W. Crow, K. Dabrowska-Zielinska, S. Dadson, M. Davidson, P. de Rosnay, W. Dorigo, A. Gruber, S. Hagemann, M. Hirschi, Y. Kerr, F. Lovergine, M. Mahecha, P. Marzahn, F. Mattia, J. Musial, S. Preuschmann, R. Reichle, G. Satalino, M. Silgram, P. van Bodegom, N. Verhoest, W. Wagner, J. Walker, U. Wegmüller, A. Loew:
    "A roadmap for high-resolution satellite soil moisture applications - confronting product characteristics with user requirements";
    Remote Sensing of Environment, 252 (2021), 112162; 1 - 15. BibTeX, More information


  16. A. Rauber, B. Gößwein, C. Zwölf, Ch. Schuberth, F. Wörister, J. Duncan, K. Flicker, K. Zettsu, K. Meixner, L. McIntosh, R. Jenkyns, S. Pröll, T. Miksa:
    "Precisely and persistently identifying and citing arbitrary subsets of dynamic data";
    Harvard Data Science Review, 20 (2021), 1; 1 - 62. BibTeX, More information


  17. F. Reuß, I. Greimeister-Pfeil, M. Vreugdenhil, W. Wagner:
    "Comparison of Long Short-Term Memory Networks and Random Forest for Sentinel-1 Time Series Based Large Scale Crop Classification";
    Remote Sensing, 13 (2021), 24; 5000-1 - 5000-21. BibTeX, More information


  18. M. Schramm, E. Pebesma, M. Milenkovic, L. Foresta, J. Dries, A. Jacob, W. Wagner, M. Mohr, M. Neteler, M. Kadunc, T. Miksa, P. Kempeneers, J. Verbesselt, B. Gößwein, C. Navacchi, S. Lippens, J. Reiche:
    "The openEO API-Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities";
    Remote Sensing, 13 (2021), 6; 1125-1 - 1125-21. BibTeX, More information


  19. S. Steele-Dunne, S. Hahn, W. Wagner, M. Vreugdenhil:
    "Towards Including Dynamic Vegetation Parameters in the EUMETSAT H SAF ASCAT Soil Moisture Products";
    Remote Sensing, 13 (2021), 8; 1463-1 - 1463-16. BibTeX, More information


  20. R. Tong, J. Parajka, A. Salentinig, I. Greimeister-Pfeil, J. Komma, B. Széles, M. Kubáň, P. Valent, M. Vreugdenhil, W. Wagner, G. Blöschl:
    "The value of ASCAT soil moisture and MODIS snow cover data for calibrating a conceptual hydrologic model";
    Hydrology and Earth System Sciences, 25 (2021), 3; 1389 - 1410. BibTeX, More information


  21. R. van der Schalie, T. Scanlon, W. Preimesberger, A. Pasik, M. van der Vliet, L. Mösinger, N. Rodriguez-Fernandez, R. Madelon, S. Hahn, M. Hirschi, R. Kidd, R. De Jeu, W. Dorigo:
    "[Hydrological cycle] Soil Moisture [in "State of the Climate in 2020"]";
    Bulletin of the American Meteorological Society, 102 (2021), 8; S67 - S68. BibTeX,


  22. 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


  23. W. Wagner, B. Bauer-Marschallinger, C. Navacchi, F. Reuß, S. Cao, C. Reimer, M. Schramm, C. Briese:
    "A Sentinel-1 Backscatter Datacube for Global Land Monitoring Applications";
    Remote Sensing, 13 (2021), 22; 4622-1 - 4622-18. BibTeX, More information


  24. 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


  25. J. Zhao, R. Pelich, R. Hostache, P. Matgen, S. Cao, W. Wagner, M. Chini:
    "Deriving exclusion maps from C-band SAR time-series in support of floodwater mapping";
    Remote Sensing of Environment, 265 (2021), 112668; 1 - 17. BibTeX, More information


  26. J. Zhao, R. Pelich, R. Hostache, P. Matgen, W. Wagner, M. Chini:
    "A large-scale 2005-2012 flood map record derived from ENVISAT-ASAR data: United Kingdom as a test case";
    Remote Sensing of Environment, 256 (2021), 112338; 1 - 18. BibTeX, More information


Talks and Poster Presentations (with Proceedings-Entry)

  1. M. Hollaus, S. Schlaffer, M. Müller, H. Vacik, N. Pfeifer, W. Dorigo:
    "ALS based forest information for forest fire danger modelling";
    Talk: SilviLaser 2021, Vienna; 2021-09-28 - 2021-09-30; in: "Proceedings of the SilviLaser Conference 2021", Geowissenschaftliche Mitteilungen / Technische Universität Wien (TU Wien), Department of Geodesy and Geoinformation, 104 / Vienna (2021), ISSN: 1811-8380; 303 - 306. BibTeX, More information


  2. A. Iglseder, M. Bruggisser, A. Dostálová, N. Pfeifer, S. Schlaffer, W. Wagner, M. Hollaus:
    "The Potential of Sentinel-1 Data to Supplement High Resolution Earth Observation Data for Monitoring Green Areas in Cities";
    Poster: XXIVth ISPRS Congress, Online; 2021-07-05 - 2021-07-09; in: "XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission III", International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B3-2021 (2021), ISSN: 1682-1750; 567 - 574. BibTeX, More information


  3. W. Wagner, B. Bauer-Marschallinger, C. Navacchi, F. Reuß, S. Cao, C. Reimer, M. Schramm, C. Briese:
    "A Sentinel-1 Data Cube For Global Land Monitoring Applications";
    Talk: Big Data from Space 2021, Online; 2021-05-18 - 2021-05-20; in: "Proceedings of the 2021 conference on Big Data from Space (BiDS'21)", P. Soille, S. Loekken, S. Albani (ed.); (2021), ISBN: 978-92-76-37661-3; 49 - 52. BibTeX, More information


Talks and Poster Presentations (without Proceedings-Entry)

  1. W. Wagner:
    "A global Sentinel-1 datacube for soil moisture and vegetation applications";
    Talk: 7th SALGEE Workshop, Drought & Vegetation Monitoring: Energy-Water Cycle, EUMETSAT (invited); 2021-11-24 - 2021-11-26. BibTeX,


  2. W. Wagner:
    "Applications of H SAF soil moisture data";
    Talk: 7th SALGEE Workshop, Drought & Vegetation Monitoring: Energy-Water Cycle, EUMETSAT (invited); 2021-11-24 - 2021-11-26. BibTeX,


  3. W. Wagner:
    "Sentinel-1 for fully automated worldwide flood monitoring";
    Talk: Tagung des Österreichischen Nationalkomitees zur Internationalen Union für Geodäsie und Geophysik (IUGG), TU Wien und online (invited); 2021-11-16. BibTeX,


  4. W. Wagner:
    "Advancing the Understanding of Spaceborne Radar Observations using Machine Learning and Physical Models";
    Keynote Lecture: 1st workshop on Complex Data Challenges in Earth Observation (CDCEO) 2021, Online (invited); 2021-11-01. BibTeX, More information


  5. W. Wagner:
    "CEMS Global Flood Monitoring Service";
    Talk: CEMS Week 2021: 16th EFAS Annual Meeting, Copernicus Emergency Management Service; 2021-10-28. BibTeX,


  6. W. Wagner:
    "The CEMS global flood monitoring service: From science to operations";
    Talk: Global Flood Partnership Virtual Conference 2021, Online (invited); 2021-10-06. BibTeX,


  7. W. Wagner:
    "SilviLaser - Transforming the Way How We See Forests";
    Talk: SilviLaser 2021, Vienna (invited); 2021-09-28 - 2021-09-30. BibTeX,


  8. W. Wagner:
    "How to motivate scientists to get involved in Destination Earth?";
    Talk: EODC Forum 2021, online (invited); 2021-06-08 - 2021-06-10. BibTeX,


  9. W. Wagner:
    "SCA Land surface products including soil moisture";
    Talk: EPS-SG User Preparation: Webinar on Scatterometer (SCA), Online (invited); 2021-05-20 - 2021-05-21. BibTeX,


  10. W. Wagner:
    "Applications of remote sensing soil moisture data products";
    Talk: Joint ICTP-IAEA Workshop on the Use of Cosmic Ray Neutron Sensor for Soil Moisture Management and Validation of Remote Sensing Soil Moisture Maps, Online (invited); 2021-05-10 - 2021-05-19. BibTeX,


  11. W. Wagner:
    "Overview of remote sensing soil moisture data products";
    Talk: Joint ICTP-IAEA Workshop on the Use of Cosmic Ray Neutron Sensor for Soil Moisture Management and Validation of Remote Sensing Soil Moisture Maps, Online (invited); 2021-05-10 - 2021-05-19. BibTeX,


  12. W. Wagner:
    "Use of CRNS/in situ data for validation of remote sensing soil moisture products";
    Talk: Joint ICTP-IAEA Workshop on the Use of Cosmic Ray Neutron Sensor for Soil Moisture Management and Validation of Remote Sensing Soil Moisture Maps, Online (invited); 2021-05-10 - 2021-05-19. BibTeX,


  13. W. Wagner:
    "Data analysis workflows for Sentinel-1 land applications";
    Talk: FONDA summer lecture series, Humboldt-Universität zu Berlin, online (invited); 2021-05-04. BibTeX,


  14. W. Wagner:
    "Erdbeobachtung: Nichts geht ohne die Exponentialfunktion";
    Talk: TUForMath - TU Forum Mathematik, online (invited); 2021-04-22. BibTeX, More information


  15. M. Bruggisser, W. Dorigo, A. Dostálová, M. Hollaus, C. Navacchi, S. Schlaffer, N. Pfeifer:
    "Derivating forest structure from Sentinel-1 time series to assist forest fire risk assessments";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  16. P. Filippucci, L. Brocca, A. Tarpanelli, C. Massari, W. Wagner, C. Saltalippi:
    "Toward Self-calibrated SM2RAIN-based rainfall product";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  17. I. Greimeister-Pfeil, W. Wagner, S. Hahn, R. Quast, S. Steele-Dunne, M. Vreugdenhil:
    "Soil moisture and vegetation effects on the ASCAT backscatter-incidence angle dependence";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  18. S. Khabbazan, P. Vermunt, S. Steele-Dunne, G. Gao, M. Vreugdenhil, J. Judge:
    "Inferring the effects of surface canopy water on VOD estimation from L-band backscatter";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  19. S. Kostić, W. Wagner, T. Levanič, T. Zlatanov, D. Stojanović:
    "Soil moisture as a reliable pedunculate oak (Quercus robur L.) radial growth driver";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  20. 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,


  21. S. Schlaffer, M. Chini, W. Dorigo:
    "Remote Sensing of Surface Water Dynamics Between 2015 and 2020 in the Prairie Pothole Region";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  22. M. Vreugdenhil, I. Greimeister-Pfeil, L. Brocca, S. Camici, M. Enenkel, W. Wagner:
    "Satellite soil moisture for yield prediction in water limited regions";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  23. L. Zappa, S. Schlaffer, C. Nendel, W. Dorigo:
    "Detection and quantification of irrigation water amounts at sub-kilometric scale using Sentinel-1 surface soil moisture";
    Talk: European Geosciences Union, General Assembly 2021 (vEGU 2021), online; 2021-04-19 - 2021-04-30. BibTeX,


  24. W. Wagner:
    "Satellitendaten für Klima und Umwelt";
    Talk: BeSt³ digital 2021 - Online-Messe für Beruf, Studium und Weiterbildung, Online (invited); 2021-03-04 - 2021-03-07. BibTeX,


Diploma and Master Theses (authored and supervised)

  1. T. Stachl:
    "Elicitation and Evaluation of Mid-Air Hand Gestures for Global Earth Observation Data presented on Large Public Displays";
    Supervisor: I. Giannopoulos, W. Wagner, M. Kattenbeck; Department für Geodäsie und Geoinformation, 2021; final examination: 2021-08-25. BibTeX, More information




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!