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




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