Journal Articles

Roth, F., Tupas, M. E., Navacchi, C., Zhao, J., Wagner, W., & Bauer-Marschallinger, B. (2025). Evaluating the robustness of Bayesian flood mapping with Sentinel-1 data: A multi-event validation study. Science of Remote Sensing, 11, Article 100210. https://doi.org/10.1016/j.srs.2025.100210 ( reposiTUm)
Massart, S. J. A., Vreugdenhil, M., Bauer-Marschallinger, B., Navacchi, C., Raml, B., & Wagner, W. (2024). Mitigating the impact of dense vegetation on the Sentinel-1 surface soil moisture retrievals over Europe. European Journal of Remote Sensing, 57(1), Article 2300985. https://doi.org/10.1080/22797254.2023.2300985 ( reposiTUm)
Tupas, M. E., Roth, F., Bauer-Marschallinger, B., & Wagner, W. (2024). Assessment of time-series-derived no-flood references for sar-based Bayesian flood mapping. GISCIENCE & REMOTE SENSING, 61(1). https://doi.org/10.1080/15481603.2024.2427304 ( reposiTUm)
Quast, R., Wagner, W., Bauer-Marschallinger, B., & Vreugdenhil, M. (2023). Soil moisture retrieval from Sentinel-1 using a first-order radiative transfer model — A case-study over the Po-Valley. Remote Sensing of Environment, 295, Article 113651. https://doi.org/10.1016/j.rse.2023.113651 ( reposiTUm)
Tupas, M. E., Roth, F., Bauer-Marschallinger, B., & Wagner, W. (2023). Improving sentinel-1 flood maps using a topographic index as prior in Bayesian inference. Water, 15(23), Article 4034. https://doi.org/10.3390/w15234034 ( reposiTUm)
Tupas, M. E., Roth, F., Bauer-Marschallinger, B., & Wagner, W. (2023). An Intercomparison of Sentinel-1 Based Change Detection Algorithms for Flood Mapping. Remote Sensing, 15(5), Article 1200. https://doi.org/10.3390/rs15051200 ( reposiTUm)
Bauer-Marschallinger, B., & Falkner, K. (2023). Wasting petabytes: A survey of the Sentinel-2 UTM tiling grid and its spatial overhead. ISPRS Journal of Photogrammetry and Remote Sensing, 202, 682–690. https://doi.org/10.1016/j.isprsjprs.2023.07.015 ( reposiTUm)
Navacchi, C., Cao, S., Bauer-Marschallinger, B., Snoeij, P., Small, D., & Wagner, W. (2023). Utilising Sentinel-1’s Orbital Stability for Efficient Pre-Processing of Radiometric Terrain Corrected Gamma Nought Backscatter. Sensors, 23(13), Article 6072. https://doi.org/10.3390/s23136072 ( reposiTUm)
Roth, F., Bauer-Marschallinger, B., Tupas, M. E., Reimer, C., Salamon, P., & Wagner, W. (2023). Sentinel-1-based analysis of the severe flood over Pakistan 2022. Natural Hazards and Earth System Sciences, 23(10), 3305–3317. https://doi.org/10.5194/nhess-23-3305-2023 ( reposiTUm)
Wagner, W., Lindorfer, R., Melzer, T., Hahn, S., Bauer-Marschallinger, B., Morrison, K., Calvet, J.-C., Hobbs, S., Quast, R., Greimeister-Pfeil, I., & Vreugdenhil, M. (2022). Widespread occurrence of anomalous C-band backscatter signals in arid environments caused by subsurface scattering. Remote Sensing of Environment, 276(113025), 113025. https://doi.org/10.1016/j.rse.2022.113025 ( reposiTUm)
Bauer-Marschallinger, B., Cao, S., Tupas, M. E., Roth, F., Navacchi, C., Melzer, T., Freeman, V., & Wagner, W. (2022). Satellite-Based Flood Mapping through Bayesian Inference from a Sentinel-1 SAR Datacube. Remote Sensing, 14(15), Article 3673. https://doi.org/10.3390/rs14153673 ( reposiTUm)
Navacchi, C., Cao, S., Bauer-Marschallinger, B., Snoeij, P., Small, D., & Wagner, W. (2022). Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter. ISPRS Journal of Photogrammetry and Remote Sensing, 192, 130–141. https://doi.org/10.1016/j.isprsjprs.2022.07.023 ( reposiTUm)
Vural, J., Schneider, S., Bauer-Marschallinger, B., & Haslinger, K. (2021). Assimilation of the SCATSAR-SWI with SURFEX: Impact of Local Observation Errors in Austria. Monthly Weather Review, 149(3), 773–791. https://doi.org/10.1175/mwr-d-20-0160.1 ( reposiTUm)
Bauer-Marschallinger, B., Cao, S., Navacchi, C., Freeman, V., Reuß, F., Geudtner, D., Rommen, B., Vega, F. C., Snoeij, P., Attema, E., Reimer, C., & Wagner, W. (2021). The normalised Sentinel-1 Global Backscatter Model, mapping Earth’s land surface with C-band microwaves. Scientific Data, 8(277). https://doi.org/10.1038/s41597-021-01059-7 ( reposiTUm)
Wagner, W., Bauer-Marschallinger, B., Navacchi, C., Reuß, F., Cao, S., Reimer, C., Schramm, M., & Briese, C. (2021). A Sentinel-1 Backscatter Datacube for Global Land Monitoring Applications. Remote Sensing, 13(22), 4622. https://doi.org/10.3390/rs13224622 ( reposiTUm)
Zappa, L., Schlaffer, S., Bauer-Marschallinger, B., Nendel, C., Zimmermann, B., & Dorigo, W. (2021). Detection and Quantification of Irrigation Water Amounts at 500 m Using Sentinel-1 Surface Soil Moisture. Remote Sensing, 13(9), 1–20. https://doi.org/10.3390/rs13091727 ( reposiTUm)
Azimi, S., Dariane, A. B., Modanesi, S., Bauer-Marschallinger, B., Bindlish, R., Wagner, W., & Massari, C. (2020). 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(124367), 124367. https://doi.org/10.1016/j.jhydrol.2019.124367 ( reposiTUm)
Vreugdenhil, M., Navacchi, C., Bauer-Marschallinger, B., Hahn, S., Steele-Dunne, S., Pfeil, I., Dorigo, W., & Wagner, W. (2020). Sentinel-1 Cross Ratio and Vegetation Optical Depth: A Comparison over Europe. Remote Sensing, 12(20), 3404. https://doi.org/10.3390/rs12203404 ( reposiTUm)
Bauer-Marschallinger, B., Paulik, C., Modanesi, S., Schaufler, S., Freeman, V., Cao, S., Stachl, T., Massari, C., Wagner, W., Ciabatta, L., & Brocca, L. (2019). Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles. IEEE Transactions on Geoscience and Remote Sensing, 57(1), 520–539. https://doi.org/10.1109/TGRS.2018.2858004 ( reposiTUm)
Vreugdenhil, M., Wagner, W., Bauer-Marschallinger, B., Pfeil, I., Teubner, I., Rüdiger, C., & Strauss, P. (2018). Sensitivity of Sentinel-1 Backscatter to Vegetation Dynamics: An Austrian Case Study. Remote Sensing, 10(9), 1396. https://doi.org/10.3390/rs10091396 ( reposiTUm)
Bauer-Marschallinger, B., Paulik, C., Hochstöger, S., Mistelbauer, T., Modanesi, S., Ciabatta, L., Massari, C., Brocca, L., & Wagner, W. (2018). Soil Moisture from Fusion of Scatterometer and SAR: Closing the Scale Gap with Temporal Filtering. Remote Sensing, 10(7), 1030. https://doi.org/10.3390/rs10071030 ( reposiTUm)
Schaufler, S., Bauer-Marschallinger, B., Hochstöger, S., & Wagner, W. (2018). Modelling and correcting azimuthal anisotropy in Sentinel-1 backscatter data. Remote Sensing Letters, 9(8), 799–808. https://doi.org/10.1080/2150704x.2018.1480071 ( reposiTUm)
Vreugdenhil, M., Hahn, S., Melzer, T., Bauer-Marschallinger, B., Reimer, C., Dorigo, W., & Wagner, W. (2017). Assessing Vegetation Dynamics Over Mainland Australia With Metop ASCAT. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(5), 2240–2248. https://doi.org/10.34726/1621 ( reposiTUm)
Bauer-Marschallinger, B., Naeimi, V., & Wagner, W. (2015). Bodenfeuchtemessung durch Radarsatelliten: Aktuelle Entwicklungen zur Erfassung auf lokaler Ebene. Österreichische Wasser- Und Abfallwirtschaft, 67(11–12), 422–431. https://doi.org/10.1007/s00506-015-0273-4 ( reposiTUm)
Dostálová, A., Doubková, M., Sabel, D., Bauer-Marschallinger, B., & Wagner, W. (2014). Seven years of advanced synthetic aperture radar (ASAR) global monitoring (GM) of surface soil moisture over Africa. Remote Sensing. https://doi.org/10.3390/rs6087683 ( reposiTUm)
Bauer-Marschallinger, B., Sabel, D., & Wagner, W. (2014). Optimisation of global grids for high-resolution remote sensing data. COMPUTERS & GEOSCIENCES, 72, 84–93. https://doi.org/10.1016/j.cageo.2014.07.005 ( reposiTUm)
Bauer-Marschallinger, B., Dorigo, W. A., Wagner, W., & van Dijk, A. I. J. M. (2013). How Oceanic Oscillation Drives Soil Moisture Variations over Mainland Australia: An Analysis of 32 Years of Satellite Observations. Journal of Climate, 26(24), 10159–10173. https://doi.org/10.1175/jcli-d-13-00149.1 ( reposiTUm)

Conference Proceedings Contributions

Tupas, M. E., Roth, F., Bauer-Marschallinger, B., & Wagner, W. (2024). Assessing Global Hand Datasets as Priors for SAR-Based Bayesian Flood Mapping. In Proceedings IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (pp. 1209–1213). https://doi.org/10.1109/IGARSS53475.2024.10641043 ( reposiTUm)
Tupas, M. E., Roth, F., Bauer-Marschallinger, B., Reuß, F., Raml, B., & Wagner, W. (2024). Enabling Global Flood Monitoring with SAR Datacubes and the Vienna Scientific Cluster. In ASHPC24 : Austrian-Slovenian HPC Meeting 2024 (pp. 43–43). http://hdl.handle.net/20.500.12708/211123 ( reposiTUm)
Wagner, W., Bauer-Marschallinger, B., Roth, F., Briese, C., Reimer, C., Lacaze, R., Moroz, M., Salamon, P., & Davidson, M. (2024). Requirements from the Copernicus soil moisture and flood monitoring services for Sentinel-1 and ROSE-L mission operations. In EUSAR 2024 : 15th European Conference on Synthetic Aperture Radar (pp. 114–118). VDE VERLAG GMBH. http://hdl.handle.net/20.500.12708/197173 ( reposiTUm)
Wagner, W., Massart, S. J. A., Raml, B., Quast, R., Muguda Sanjeevamurthy, P., Navacchi, C., Reuß, F. D., Bauer-Marschallinger, B., & Vreugdenhil, M. (2023). Improving 1km Sentinel-1 Soil Moisture Retrievals by Optimizing Backscatter Preprocessing Workflows. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-7441 ( reposiTUm)
Massart, S. J. A., Vreugdenhil, M., Bauer-Marschallinger, B., Navacchi, C., Raml, B., Dostálová, A., & Wagner, W. (2023). Mitigating the impact of dense vegetation on the Sentinel-1 surface soil moisture over Europe. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-12269 ( reposiTUm)
Roth, F., Tupas, M. E., Bauer-Marschallinger, B., & Wagner, W. (2023). Observing with Sentinel-1 widespread flood crises of 2022 in Pakistan and Nigeria. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-11794 ( reposiTUm)
Krullikowski, C., Chow, C., Wieland, M., Martinis, S., Chinni, M., Matgen, P., Bauer-Marschallinger, B., Roth, F., Wagner, W., Stachl, T., Reimer, C., Briese, C., & Salamon, P. (2023). A likelihood analysis of the Global Flood Monitoring ensemble product. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu23-8774 ( reposiTUm)
Massart, S., Vreugdenhil, M., Bauer-Marschallinger, B., Navacchi, C., Reuẞ, F. D., Quast, R., & Wagner, W. (2022). Assessing the impact of land cover type on Sentinel-1 soil moisture retrievals. In EGU General Assembly 2022. EGU General Assembly 2022, Vienna, Austria. Copernicus Publications. https://doi.org/10.5194/egusphere-egu22-9883 ( reposiTUm)
Tupas, M., Navacchi, C., Roth, F., Bauer-Marschallinger, B., Reuß, F. D., & Wagner, W. (2022). Computing Global Harmonic Parameters for Flood Mapping Using TU Wien’s SAR Datacube Software Stack. In M. A. Brovelli, M. Ciolli, & M. Minghini (Eds.), The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (pp. 495–502). https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-495-2022 ( reposiTUm)
Pasik, A., Preimesberger, W., Bauer-Marschallinger, B., & Dorigo, W. (2021). Towards an operationally capable satellite-based 0-100 cm soil moisture dataset from C3S. In EGU General Assembly 2021. EGU General Assembly 2021, Unknown. https://doi.org/10.5194/egusphere-egu21-12268 ( reposiTUm)
Wagner, W., Bauer-Marschallinger, B., Navacchi, C., Reuß, F., Cao, S., Reimer, C., Schramm, M., & Briese, C. (2021). A Sentinel-1 Data Cube For Global Land Monitoring Applications. In P. Soille, S. Loekken, & S. Albani (Eds.), Proceedings of the 2021 conference on Big Data from Space (BiDS’21) (pp. 49–52). https://doi.org/10.2760/125905 ( reposiTUm)
Navacchi, C., Bauer-Marschallinger, B., & Wagner, W. (2020). Flood Monitoring using ACube - An Austrian Data Cube Solution. In EGU General Assembly 2020 (EGU 2020). EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-21575 ( reposiTUm)
Pasik, A., Bauer-Marschallinger, B., Preimesberger, W., Scanlon, T., Dorigo, W., & Hahn, S. (2020). Towards long-term satellite root-zone soil moisture: 40-year Soil Water Index dataset from ESA CCI COMBINED Soil Moisture product. In EGU General Assembly 2020. EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-15066 ( reposiTUm)
Wagner, W., Freeman, V., Cao, S., Matgen, P., Chini, M., Salamon, P., McCormick, N., Martinis, S., Bauer-Marschallinger, B., Navacchi, C., Schramm, M., Reimer, C., & Briese, C. (2020). Data Processing Architectures for Monitoring Floods using Sentinel-1. In ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (pp. 641–648). ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. https://doi.org/10.5194/isprs-annals-v-3-2020-641-2020 ( reposiTUm)
Filippucci, P., Brocca, L., Tarpanelli, A., Massari, C., Ciabatta, L., Wagner, W., Bauer-Marschallinger, B., & Saltalippi, C. (2020). Remote sensing of rainfall at high spatial-temporal resolution through soil moisture. In EGU General Assembly 2020 (EGU 2020). EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-20275 ( reposiTUm)
Bauer-Marschallinger, B., Reimer, C., Le, T., Vreugdenhil, M., Freeman, V., Massari, C., Modanesi, S., Ciabatta, L., Filippucci, P., Brocca, L., & Wagner, W. (2019). Sentinel-1 and Metop ASCAT Driving Two New 1km Soil Moisture Products in Copernicus: First Data over Europe 2015-2018. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43935 ( reposiTUm)
Azimi, S., Massari, C., Darian, A., Modanesi, S., Bauer-Marschallinger, B., & Wagner, W. (2019). Benefit of of coarse- and medium-scale satellite soil moisture products for flood modeling in small basins: temporal versus spatial resolution. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43941 ( reposiTUm)
Rutzinger, M., Bremer, M., Kollert, A., Hollaus, M., Pfeifer, N., Bruggisser, M., Bauer-Marschallinger, B., Hagen, K., Schadauer, K., Gartner, K., & Bauerhansl, C. (2018). 4D Forest moisture mapping based on multi-temporal earth observation signatures (4D-FORMAT). In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43826 ( reposiTUm)
Hochstöger, S., Bauer-Marschallinger, B., Hahn, S., Elefante, S., & Wagner, W. (2018). A new method for downscaling coarse scale ASCAT soil moisture using Sentinel-1: Preliminary results. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43809 ( reposiTUm)
Crocetti, L., Dorigo, W., Martens, B., Kauer, A., Bauer-Marschallinger, B., Xaver, A., Miralles, D., Pellet, V., & Aires, F. (2018). Impacts of ocean-atmospheric oscillations on Mediterranean hydrology. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43822 ( reposiTUm)
Vreugdenhil, M., Eder, A., Bauer-Marschallinger, B., Cao, S., Naeimi, V., Oismueller, M., Strauss, P., & Wagner, W. (2017). Sentinel-1 backscatter sensitivity to vegetation dynamics at the field scale. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43656 ( reposiTUm)
Greimeister-Pfeil, I., Hahn, S., Bauer-Marschallinger, B., Hochstöger, S., Vreugdenhil, M., & Wagner, W. (2017). Sentinel-1 Surface Soil Moisture: Comparison against an optimized Metop ASCAT soil moisture product and in-situ data in Lower Austria. In W. Dorigo & W. Wagner (Eds.), 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 (pp. 45–46). Technische Universität Wien. http://hdl.handle.net/20.500.12708/43719 ( reposiTUm)
Kauer, A., Dorigo, W., & Bauer-Marschallinger, B. (2017). Extracting climate signals from large hydrological data cubes using multivariate statistics - an example for the Mediterranean basin. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43665 ( reposiTUm)
Bauer-Marschallinger, B., Paulik, C., Hochstöger, S., Naeimi, V., Cao, S., & Wagner, W. (2017). 1km Soil Moisture from Sentinel-1 and ASCAT: Evolutions Activities within the Copernicus Global Land Services. In W. Dorigo & W. Wagner (Eds.), 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 (p. 68). Technische Universität Wien. http://hdl.handle.net/20.500.12708/43727 ( reposiTUm)
Naeimi, V., Cao, S., Paulik, C., Bauer-Marschallinger, B., Dostálová, A., Elefante, S., Schaufler, S., Nguyen, D., Hochstöger, S., Ali, I., Le, T., Vreugdenhil, M., & Wagner, W. (2017). Global soil moisture monitoring with Sentinel-1: required data processing and analysis capabilities. In W. Dorigo & W. Wagner (Eds.), 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 (p. 83). Technische Universität Wien. http://hdl.handle.net/20.500.12708/43731 ( reposiTUm)
Bauer-Marschallinger, B., Cao, S., Schaufler, S., Paulik, C., Naeimi, V., & Wagner, W. (2017). 1km Soil Moisture from Downsampled Sentinel-1 SAR Data: Harnessing Assets and Overcoming Obstacles. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43651 ( reposiTUm)
Bauer-Marschallinger, B., Paulik, C., Schaufler, S., Jann, A., Giannakos, A., Jacobs, T., Smets, B., Lacaze, R., & Wagner, W. (2017). 1km Soil Moisture from Sentinel-1 and ASCAT: Evolutions Activities within the Copernicus Global Land Service. In Proceedings for the 2017 EUMETSAT Meteorological Satellite Conference. EUMETSAT Meteorological Satellite Conference 2017, Rom, Italy. http://hdl.handle.net/20.500.12708/43798 ( reposiTUm)
Elefante, S., Hahn, S., Bauer-Marschallinger, B., Hochstöger, S., & Wagner, W. (2017). Soil Moisture Downscaling Meets Big Data Processing. In Proceedings for the 2017 EUMETSAT Meteorological Satellite Conference. EUMETSAT Meteorological Satellite Conference 2017, Rom, Italy. http://hdl.handle.net/20.500.12708/43797 ( reposiTUm)
Ali, I., Naeimi, V., Cao, S., Elefante, S., Le, T., Bauer-Marschallinger, B., & Wagner, W. (2017). Sentinel-1 Data Cube Exploitation: Tools, Products, Services and Quality Control. In P. Marchetti & P. Soille (Eds.), Proceedings of the 2017 conference on Big Data from Space (BiDS´17) (pp. 40–43). Publications Office of the European Union. https://doi.org/10.2760/383579 ( reposiTUm)
Bauer-Marschallinger, B., Hochstöger, S., & Wagner, W. (2016). Copernicus SCATSAR-SWI: satellitengemessene Bodenfeuchte - täglich und in 1 km Auflösung. In B. Zagel, J. Strobl, G. Griesebner, & T. Blaschke (Eds.), AGIT - Journal für Angewandte Geoinformatik (pp. 93–98). AGIT - Journal für Angewandte Geoinformatik. https://doi.org/10.14627/537622014 ( reposiTUm)
Bauer-Marschallinger, B., Mistelbauer, T., Hochstöger, S., Paulik, C., & Wagner, W. (2016). Data Fusion Approaches to Close the Spatial and Temporal Scale Gaps between MetOp-ASCAT and Sentinel-1 Soil Moisture Observations. In EGU General Assembly 2016. EGU General Assembly 2016, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43536 ( reposiTUm)
Dorigo, W., Bauer-Marschallinger, B., Depoorter, M., & Miralles, D. (2016). Assessing the impact of the 2015/2016 El Niño event on multi-satellite soil moisture over the Southern Hemisphere. In EGU General Assembly 2016. EGU General Assembly 2016, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43542 ( reposiTUm)
Wagner, W., Bauer-Marschallinger, B., & Hochstöger, S. (2016). From ASCAT to Sentinel-1: Soil Moisture Monitoring using European C-Band Radars. In EGU General Assembly 2016. EGU General Assembly 2016, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43534 ( reposiTUm)
Naeimi, V., Elefante, S., Cao, S., Wagner, W., Dostálová, A., & Bauer-Marschallinger, B. (2016). Geophysical parameters retrieval from sentinel-1 SAR data: a case study for high performance computing at EODC. In J. Weinbub, M. Baboulin, W. Thacker, L. Polok, & S. Bhowmick (Eds.), Proceedings of the 24th High Performance Computing Symposium. Society for Computer Simulation International. http://hdl.handle.net/20.500.12708/43605 ( reposiTUm)
Dorigo, W., Albrecht, F., Barichivich, J., Bauer-Marschallinger, B., Blessing, S., Brocca, L., Depoorter, M., Giering, R., De Jeu, R., Kaminski, T., Knorr, W., Köstler, C., Miralles, D., Schlaffer, S., Scholze, M., Schürmann, G., & Vossbeck, M. (2015). Spatiotemporal dynamics in remotely sensed soil moisture and their impact on the carbon cycle. In EGU General Assembly 2015. EGU General Assembly 2015, Vienna, Austria. Copernicus Publishing. http://hdl.handle.net/20.500.12708/43423 ( reposiTUm)
Bauer-Marschallinger, B., Wagner, W., Paulik, C., Gruber, A., Vreugdenhil, M., & Dorigo, W. (2015). SCAT-SAR Soil Moisture: A Data Fusion Approach to Close the Spatial and Temporal Scale Gaps between MetOp-ASCAT and Sentinel-1 Observations. In EGU General Assembly 2015. EGU General Assembly 2015, Vienna, Austria. Copernicus Publishing. http://hdl.handle.net/20.500.12708/43419 ( reposiTUm)
Wagner, W., Reimer, C., Bauer-Marschallinger, B., Enenkel, M., Hahn, S., Melzer, T., Naeimi, V., Paulik, C., & Dorigo, W. (2015). Long-term Soil Moisture Time Series Analyses based on Active Microwave Backscatter Measurements. In G. Schreier, P. E. Skrovseth, & H. Staudenrausch (Eds.), The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (pp. 545–550). ISPRS Archives. https://doi.org/10.5194/isprsarchives-xl-7-w3-545-2015 ( reposiTUm)
Bauer-Marschallinger, B., Sabel, D., & Wagner, W. (2014). Optimisation of Global Grids for High-Resolution Remote Sensing Data. In EGU General Assembly 2014. EGU General Assembly 2014, Vienna, Austria. http://hdl.handle.net/20.500.12708/43237 ( reposiTUm)
Naeimi, V., Hasenauer, S., Cao, S., Bauer-Marschallinger, B., Dostálová, A., Schlaffer, S., & Wagner, W. (2014). Monitoring Water Resources Using Big Data from Sentinel-1 Satellites. In P. G. Marchetti & P. Soille (Eds.), Proceedings of the 2014 conference on Big Data from Space (BiDS ’14) (pp. 146–149). Publications Office of the European Union. https://doi.org/10.2788/1823 ( reposiTUm)
Dostálová, A., Doubkova, M., Sabel, D., Bauer-Marschallinger, B., & Wagner, W. (2013). 7 Years of ASAR GM 1 Km Surface Soil Moisture over Africa. In L. Ouwehand (Ed.), Proceedings of ESA Living Planet Symposium 2013 (p. 7). ESA. http://hdl.handle.net/20.500.12708/43234 ( reposiTUm)
Dorigo, W., Albergel, C., Loew, A., Stacke, T., Gruber, A., Wagner, W., Parinussa, R., De Jeu, R., Brocca, L., Bauer-Marschallinger, B., Chung, D., & Paulik, C. (2013). 34 years of remotely sensed soil moisture: What climate signals do we (not) see? In Proceedings of IGARSS 2013 (pp. 1809–1812). http://hdl.handle.net/20.500.12708/43152 ( reposiTUm)
Bauer-Marschallinger, B., Dorigo, W., Wagner, W., Doubkova, M., & Chung, D. (2012). Spatiotemporal Analyses of Remotely Sensed Soil Moisture with Respect to Regional Climate Modes and Solar Activity in Australia. In European Geosciences Union General Assembly 2012 (p. 1). Geophysical Research Abstracts. http://hdl.handle.net/20.500.12708/42877 ( reposiTUm)
Dorigo, W., Wagner, W., Bauer-Marschallinger, B., Chung, D., De Jeu, R., & Yi, L. (2012). Constructing and analyzing a 32-years climate data record of remotely sensed soil moisture. In 2012 IEEE International Geoscience and Remote Sensing Symposium. IGARSS, München, Germany. https://doi.org/10.1109/igarss.2012.6350978 ( reposiTUm)
Doubkova, M., Van Dijk, A. I. J. M., & Bauer-Marschallinger, B. (2010). Using the ESA’s ASAR GM radar instrument to map physical soil properties (case study over Australia). In Geophysical Research Abstracts (p. 1). http://hdl.handle.net/20.500.12708/42562 ( reposiTUm)
Sabel, D., Bartsch, A., Bauer-Marschallinger, B., & Wagner, W. (2008). PALSAR Sensitivity to Surface Soil Moisture in the Volta Basin. In Proceedings (p. 7). http://hdl.handle.net/20.500.12708/42440 ( reposiTUm)

Presentations

Roth, F., Tupas, M. E., Navacchi, C., Zhao, J., Wagner, W., & Bauer-Marschallinger, B. (2025, June 25). Global Validation of an Automatic Sentinel-1-based Flood Mapping Method [Conference Presentation]. Living Planet Symposium (LPS 2025), Wien, Austria. http://hdl.handle.net/20.500.12708/218345 ( reposiTUm)
Tupas, M. E., Roth, F., Bauer-Marschallinger, B., & Wagner, W. (2025, June 25). Assessing the quality of a SAR-based flood mapping algorithm under flood and no-flood situations [Poster Presentation]. Living Planet Symposium (LPS 2025), Wien, Austria. http://hdl.handle.net/20.500.12708/218348 ( reposiTUm)
Wagner, W., Roth, F., & Bauer-Marschallinger, B. (2024, April 3). Dokumentation extremer Flutereignisse mit Radarsatelliten [Poster Presentation]. 24. Österreichischer Klimatag 2024, Vienna, Austria. https://doi.org/10.34726/6139 ( reposiTUm)
Roth, F., Tupas, M. E., Bauer-Marschallinger, B., & Wagner, W. (2024, June 11). S1Floods.AT: Radar-based flood monitoring for Austria [Presentation]. EODC Forum 2024, Wien, Austria. http://hdl.handle.net/20.500.12708/208277 ( reposiTUm)
Roth, F., Tupas, M. E., Bauer-Marschallinger, B., & Wagner, W. (2024, March 14). Eine automatisierte Methode zur Erfassung überfluteter Flächen in Österreich mit dem Sentinel-1 Radarsatelliten [Conference Presentation]. 44. Wissenschaftlich-Technische Jahrestagung der DGPF 2024, Remagen, Germany. http://hdl.handle.net/20.500.12708/208187 ( reposiTUm)
Roth, F., Tupas, M. E., Bauer-Marschallinger, B., & Wagner, W. (2023, November 29). Comparison of VV and VH polarization for Sentinel-1 based flood mapping [Conference Presentation]. Hydrospace 2023, Lissabon, Portugal. ( reposiTUm)
Wagner, W., Bauer-Marschallinger, B., Roth, F., & Salamon, P. (2023, December 15). CEMS Tools for Flood Risk Management: the Global Flood Monitoring Product [Presentation]. Flood Risk Management: New Technologies, Vulnerable Areas and Adaptation to Climate Change 2023, Brazil. http://hdl.handle.net/20.500.12708/191839 ( reposiTUm)
Bauer-Marschallinger, B., Cao, S., Wagner, W., Navacchi, C., Reuß, F. D., Miksa, T., Clark, T., & Geudtner, T. (2022, May 23). The Sentinel-1 Global Backscatter Model extension over the polar zones and sea ice regions. [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
Navacchi, C., Bauer-Marschallinger, B., & Wagner, W. (2022, May 23). Is it possible to preprocess Sentinel-1 SAR data more efficiently by taking benefit of the satellites’ high orbit stability? [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
Roth, F., Bauer-Marschallinger, B., Wagner, W., Dostalova, A., Melzer, T., Navacchi, C., Reuß, F. D., Tupas, M. E., Cao, S., Reimer, C., & Reimond, S. (2022, May 26). Global satellite-based flood mapping from a Sentinel-1 SAR datacube: The TU Wien Algorithm [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
Reuß, F. D., Bauer-Marschallinger, B., Navacchi, C., Roth, F., Tupas, M. E., Reimer, C., Cao, S., & Wagner, W. (2022, May 31). Crunching Petabytes with the VSC: The processing and analysis of global satellite imagery [Conference Presentation]. Austrian-Slovenian HPC Meeting – ASHPC22, Grundlsee, Austria. http://hdl.handle.net/20.500.12708/213530 ( reposiTUm)
Chini, M., Matgen, P., Li, Y., Hostache, R., Pelich, R., Bauer-Marschallinger, B., Roth, F., Wagner, W., Wieland, M., Chou, C. C., Krullikowski, C., Martinis, S., Reimer, C., Briese, C., Schwandner, M., Wolf, P., Seewald, M., Riffler, M., Kalaš, M., … Salamon, P. (2022, May 25). The Sentinel-1 Global Flood Monitoring system of the Copernicus Emergency Management Service: Introducing an ensemble approach based on three independent retrieval algorithms [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/135929 ( reposiTUm)
Chini, M., Li, Y., Matgen, P., Pelich, R., Hostache, R., Bauer-Marschallinger, B., Roth, F., Wagner, W., Wieland, M., Chow, C., Krullikowski, C., Martinis, S., Reimer, C., Briese, C., Schwandner, M., Wolf, P., Seewald, M., Riffler, M., Kalaš, M., … Salamon, P. (2022). Systematic, automated and global SAR-based flood mapping: from science to operations [Conference Presentation]. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia. http://hdl.handle.net/20.500.12708/153055 ( reposiTUm)
Bauer-Marschallinger, B. (2020). Sentinel-1 for fully-automatic monitoring of floods. United Nations/Austria Symposium: “Space Applications for Sustainable Development Goal 13: Climate Action,” Online, Unknown. http://hdl.handle.net/20.500.12708/83927 ( reposiTUm)
Bauer-Marschallinger, B. (2020). An Introduction to the Copernicus Surface Soil Moisture (SSM) and Soil Water Index (SWI) products. Monitoring Soil Moisture using Earth Observation Virtual Workshop 2020, Online, Unknown. http://hdl.handle.net/20.500.12708/83926 ( reposiTUm)
Kollert, A., Rutzinger, M., Bremer, M., Hollaus, M., Pfeifer, N., Bruggisser, M., Bauer-Marschallinger, B., Hagen, K., Schadauer, K., Gartner, K., Bauerhansl, C., & Löw, M. (2019). Automated Area-Wide Tree Species Mapping Based on Sentinel-2 Imagery: Influence of Topography and Forest Structure on Classification Quality. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83800 ( reposiTUm)
Bauer-Marschallinger, B., Vreugdenhil, M., Le, T., Reimer, C., Massari, C., Filippucci, P., Modanesi, S., Ciabatta, L., Brocca, L., & Wagner, W. (2019). Two New 1km Soil Moisture Products in Copernicus: Enabling Detection of Small-Scale Rainfall- and Irrigation- Impacts with Sentinel-1 and Metop ASCAT. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83787 ( reposiTUm)
Himmelbauer, I., Aberer, D., Zappa, L., Xaver, A., Bauer-Marschallinger, B., Dorigo, W., & Sabia, R. (2019). The International Soil Moisture Network in support of high-resolution soil moisture product validation. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83798 ( reposiTUm)
Vreugdenhil, M., Dorigo, W., Hahn, S., Bauer-Marschallinger, B., & Wagner, W. (2019). Metop ASCAT Vegetation Optical Depth and Sentinel-1 Backscatter Dynamics for Phenology Monitoring. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83783 ( reposiTUm)
Hollaus, M., Bauer-Marschallinger, B., Löw, M., Schadauer, K., & Wagner, W. (2018). Potential of Sentinel-1 Time Series to Detect Bark Beetle Outbreaks. ForestSAT 2018, College Park, Maryland, United States of America (the). http://hdl.handle.net/20.500.12708/83707 ( reposiTUm)
Dorigo, W., Crocetti, L., Martens, B., Kauer, A., Bauer-Marschallinger, B., Xaver, A., Miralles, D., Pellet, V., & Aires, F. (2018). Impacts of climatic oscillations on Mediterranean hydrology. 8th GEWEX Open Science Conference, Canmore, Alberta, Canada. http://hdl.handle.net/20.500.12708/83679 ( reposiTUm)
Lacaze, R., Smets, B., Paulik, C., Bauer-Marschallinger, B., Tansey, K., Verger, A., Swinnen, E., Camacho, F., Jann, A., Calvet, J.-C., & Coelho, S. (2016). Sentinels Missions In The Copernicus Global Land Service: Monitoring the Continental Ecosystems. ESA Living Planet Symposium 2016, Prag, Czechia. http://hdl.handle.net/20.500.12708/83497 ( reposiTUm)
Wagner, W., Naeimi, V., Cao, S., Bauer-Marschallinger, B., Kidd, R., Hasenauer, S., Dostálová, A., & Paulik, C. (2016). The Use of Sentinel-1 for Monitoring of Soil Moisture within the Copernicus Global Land Service. ESA Living Planet Symposium 2016, Prag, Czechia. http://hdl.handle.net/20.500.12708/83496 ( reposiTUm)
Dorigo, W., Forkel, M., Teubner, I., Bauer-Marschallinger, B., Depoorter, M., Miralles, D., Papagiannopoulou, C., Waegeman, W., & Vreugdenhil, M. (2016). CCI soil moisture for improved understanding of terrestrial ecosystem dynamics. ESA Living Planet Symposium 2016, Prag, Czechia. http://hdl.handle.net/20.500.12708/83489 ( reposiTUm)
Bauer-Marschallinger, B., Mistelbauer, T., Hochstöger, S., Vreugdenhil, M., Paulik, C., & Wagner, W. (2016). SCAT-SAR Soil Water Index Closing Spatial and Temporal Scale Gaps in Radar Remote Sensing. ESA Living Planet Symposium 2016, Prag, Czechia. http://hdl.handle.net/20.500.12708/83488 ( reposiTUm)
Bauer-Marschallinger, B., Sabel, D., & Wagner, W. (2015). Optimisation of Global Grids for High-resolution Remote Sensing Data. ICA European Symposium on Cartography, Vienna, Austria. http://hdl.handle.net/20.500.12708/83369 ( reposiTUm)
Bauer-Marschallinger, B., Paulik, C., Wagner, W., Gruber, A., Vreugdenhil, M., & Dorigo, W. (2015). SCAT-SAR soil water index: How data matching impacts the fusion of scale-spanning remotely sensed soil moisture datasets. Spatial Statistics 2015, Agignon, France. http://hdl.handle.net/20.500.12708/83367 ( reposiTUm)
Bauer-Marschallinger, B., Dorigo, W., & Wagner, W. (2015). How oceanic oscillations drive soil moisture dynamics in the southern hemisphere: Identifying signal patterns in the 35-Year-long ESA-CCI soil moisture record. Spatial Statistics 2015, Agignon, France. http://hdl.handle.net/20.500.12708/83366 ( reposiTUm)
Bauer-Marschallinger, B. (2015). Copernicus Global Land Energy products. New Horizons for European and Global land monitoring, Kopenhagen, Denmark. http://hdl.handle.net/20.500.12708/83368 ( reposiTUm)
Dorigo, W., Schlaffer, S., Bauer-Marschallinger, B., Albergel, C., Papagiannopoulou, C., Waegeman, W., Depoorter, M., Miralles, D., Verhoest, N., De Jeu, R., & Wagner, W. (2015). Trends in ESA CCI soil moisture: potential and caveats. Earth Observation for Water Cycle Science 2015, Frascati, Italy. http://hdl.handle.net/20.500.12708/83400 ( reposiTUm)
Wagner, W., Naeimi, V., Bauer-Marschallinger, B., Cao, S., Dostálová, A., Notarnicola, C., Greifeneder, F., Paloscia, S., Santi, E., Rüdiger, C., Aspetsberger, M., Amberger, S., Täubler, M., Briese, C., & Kidd, R. (2015). Towards Global Monitoring of Soil Moisture at 1 km Spatial Resolution using Sentinel‐1: Initial Results. Earth Observation for Water Cycle Science 2015, Frascati, Italy. http://hdl.handle.net/20.500.12708/83347 ( reposiTUm)
Bauer-Marschallinger, B., Dorigo, W., & Wagner, W. (2014). How Oceanic Oscillations Drive Soil Moisture Dynamics in the Southern Hemisphere: An Analysis of the 35-Year-long ESA-CCI Soil Moisture Record. The Climate Symposium 2014, Darmstadt, Germany. http://hdl.handle.net/20.500.12708/83192 ( reposiTUm)
Dorigo, W., Schlaffer, S., Bauer-Marschallinger, B., Miralles, D., & Wagner, W. (2014). Trends in extremes and drivers of 35 years of remotely sensed soil moisture. 7th International Scientific Conference on the Global Energy and Water Cycle, The Hague, Netherlands (the). http://hdl.handle.net/20.500.12708/83201 ( reposiTUm)

Reports

Doubkova, M., Sabel, D., & Bauer-Marschallinger, B. (2010). SHARE - extension2, mid-term report. http://hdl.handle.net/20.500.12708/36824 ( reposiTUm)

Preprints

Wagner, W., Bauer-Marschallinger, B., Roth, F., Stachl, T., Reimer, C., McCormick, N., Matgen, P., Chini, M., Li, Y., Martinis, S., Wieland, M., Kraft, F., Festa, D., Hassaan, M. A. S. A., Tupas, M. E., Zhao, J., Seewald, M., Riffler, M., Molini, L., … Salamon, P. (2025). The Fully-Automatic Sentinel-1 Global Flood Monitoring Service: Scientific Challenges and Future Directions. Social Science Research Network (SSRN). https://doi.org/10.34726/8899 ( reposiTUm)

Theses

Bauer-Marschallinger, B. (2018). Multi-scale soil moisture retrieval from satellite radars in a novel data cube architecture [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.59443 ( reposiTUm)
Bauer-Marschallinger, B. (2012). Spatiotemporal analyses of remotely sensed soil moisture with respect to regional climate modes and solar activity in Australia [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-49695 ( reposiTUm)