Nguyen, H. H., Kim, H., Crow, W., Yueh, S., Wagner, W., Lei, F., Wigneron, J.-P., Colliander, A., & Frappart, F. (2025). From theory to hydrological practice: Leveraging CYGNSS data over seven years for advanced soil moisture monitoring. Remote Sensing of Environment, 316, Article 114509. https://doi.org/10.1016/j.rse.2024.114509, opens an external URL in a new window

Brocca, L., Gaona, J., Bavera, D., Fioravanti, G., Puca, S., Ciabatta, L., Filippucci, P., Mosaffa, H., Esposito, G., Roberto, N., Dari, J., Vreugdenhil, M., & Wagner, W. (2024). Exploring the actual spatial resolution of 1 km satellite soil moisture products. Science of the Total Environment, 945, Article 174087. https://doi.org/10.1016/j.scitotenv.2024.174087, opens an external URL in a new window

Shan, X., Steele-Dunne, S., Hahn, S., Wagner, W., Bonan, B., Albergel, C., Calvet, J.-C., & Ku, O. (2024). Assimilating ASCAT normalized backscatter and slope into the land surface model ISBA-A-gs using a Deep Neural Network as the observation operator: Case studies at ISMN stations in western Europe. Remote Sensing of Environment, 308, Article 114167. https://doi.org/10.1016/j.rse.2024.114167, opens an external URL in a new window

Reuß, F. D., Navacchi, C., Greimeister-Pfeil, I., Vreugdenhil, M., Schaumberger, A., Klingler, A., Mayer, K., & Wagner, W. (2024). Evaluation of limiting factors for SAR backscatter based cut detection of alpine grasslands. Science of Remote Sensing, 9, Article 100117. https://doi.org/10.1016/j.srs.2024.100117, opens an external URL in a new window

Zappa, L., Dari, J., Modanesi, S., Quast, R., Brocca, L., De Lannoy, G., Massari, C., Quintana Seguí, P., Barella-Ortiz, A., & Dorigo, W. (2024). Benefits and pitfalls of irrigation timing and water amounts derived from satellite soil moisture. Agricultural Water Management, 295, Article 108773. https://doi.org/10.1016/j.agwat.2024.108773, opens an external URL in a new window

Brocca, L., Barbetta, S., Camici, S., Ciabatta, L., Dari, J., Filippucci, P., Massari, C., Modanesi, S., Tarpanelli, A., Bonaccorsi, B., Mosaffa, H., Wagner, W., Vreugdenhil, M., Quast, R., Alfieri, L., Gabellani, S., Avanzi, F., Rains, D., Miralles, D. G., … Fernández-Prieto, D. (2024). A Digital Twin of the terrestrial water cycle: a glimpse into the future through high-resolution Earth observations. Frontiers in Science, 1. https://doi.org/10.3389/fsci.2023.1190191, opens an external URL in a new window

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, opens an external URL in a new window

Oswald, S. E., Angermann, L., Bogena, H. R., Förster, M., García‐García, A., Lischeid, G., Paton, E. N., Altdorff, D., Attinger, S., Güntner, A., Hartmann, A., Hendricks Franssen, H., Hildebrandt, A., Kleinschmit, B., Orth, R., Peng, J., Ryo, M., Schrön, M., Wagner, W., & Wagener, T. (2024). Hydrology on Solid Grounds? Integration Is Key to Closing Knowledge Gaps Concerning Landscape Subsurface Water Storage Dynamics. Hydrological Processes, 38(11), Article e15320. https://doi.org/10.1002/hyp.15320, opens an external URL in a new window

Wagner, W., Lindorfer, R., Hahn, S., Kim, H., Vreugdenhil, M., Gruber, A., Fischer, M., & Trnka, M. (2024). Global Scale Mapping of Subsurface Scattering Signals Impacting ASCAT Soil Moisture Retrievals. IEEE Transactions on Geoscience and Remote Sensing, 62, Article 4509520. https://doi.org/10.1109/TGRS.2024.3429550, opens an external URL in a new window

Liu, X., Wigneron, J.-P., Wagner, W., Frappart, F., Fan, L., Vreugdenhil, M., Baghdadi, N., Zribi, M., Jagdhuber, T., Tao, S., Li, X., Wang, H., Wang, M., Bai, X., Mousa, B. G., & Ciais, P. (2023). A new global C-band vegetation optical depth product from ASCAT: Description, evaluation, and inter-comparison. Remote Sensing of Environment, 299, Article 113850. https://doi.org/10.34726/5144, opens an external URL in a new window

Kim, H., Crow, W., Li, X., Wagner, W., Hahn, S., & Lakshmi, V. (2023). True global error maps for SMAP, SMOS, and ASCAT soil moisture data based on machine learning and triple collocation analysis. Remote Sensing of Environment, 298, Article 113776. https://doi.org/10.34726/4844, opens an external URL in a new window

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, opens an external URL in a new window

Kim, H., Crow, W. T., Wagner, W., Li, X., & Lakshmi, V. (2023). A Bayesian machine learning method to explain the error characteristics of global-scale soil moisture products. Remote Sensing of Environment, 296, Article 113718. https://doi.org/10.34726/4762, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

Stradiotti, P., Preimesberger, W., van der Schalie, R., Madelon, R., Rodriguez-Fernandez, N. J., Hirschi, M., Gruber, A., Hahn, S., Dorigo, W. A., de Jeu, R., & Kidd, R. (2023). Soil Moisture. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 104(9, Supplement), S65–S66. https://doi.org/10.1175/2023BAMSStateoftheClimate.1, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

Iglseder, A., Immitzer, M., Dostálová, A., Kasper, A., Pfeifer, N., Bauerhansl, C., Schöttl, S., & Hollaus, M. (2023). The potential of combining satellite and airborne remote sensing data for habitat classification and monitoring in forest landscapes. International Journal of Applied Earth Observation and Geoinformation, 117, Article 103131. https://doi.org/10.1016/j.jag.2022.103131, opens an external URL in a new window

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, opens an external URL in a new window

Wu, K., Ryu, D., Wagner, W., & Hu, Z. (2023). A global-scale intercomparison of Triple Collocation Analysis- and ground-based soil moisture time-variant errors derived from different rescaling techniques. Remote Sensing of Environment, 285, Article 113387. https://doi.org/10.34726/3241, opens an external URL in a new window

Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Camici, S., Dorigo, W., Enenkel, M., van der Schalie, R., Steele-Dunne, S., & Wagner, W. (2022). Microwave remote sensing for agricultural drought monitoring: Recent developments and challenges. Frontiers in Water, 4, Article 1045451. https://doi.org/10.3389/frwa.2022.1045451, opens an external URL in a new window

Düthmann, D., Smith, A., Soulsby, C., Kleine, L., Wagner, W., Hahn, S., & Tetzlaff, D. (2022). Evaluating satellite-derived soil moisture data for improving the internal consistency of process-based ecohydrological modelling. Journal of Hydrology, 614(Part A), Article 128462. https://doi.org/10.34726/2962, opens an external URL in a new window

Filippucci, P., Brocca, L., Bonafoni, S., Saltalippi, C., Wagner, W., & Tarpanelli, A. (2022). Sentinel-2 high-resolution data for river discharge monitoring. Remote Sensing of Environment, 281, Article 113255. https://doi.org/10.34726/2681, opens an external URL in a new window

Morrison, K., & Wagner, W. (2022). Soil Moisture and Soil Depth Retrieval Using the Coupled Phase-Amplitude Behavior of C-Band Radar Backscatter in the Presence of Sub-Surface Scattering. Canadian Journal of Remote Sensing, 48(6), 779–792. https://doi.org/10.1080/07038992.2022.2120858, opens an external URL in a new window

Kuban, M., Parajka, J., Tong, R., Greimeister-Pfeil, I., Vreugdenhil, M., Szolgay, J., Kohnova, S., Hlavcova, K., Sleziak, P., & Brziak, A. (2022). The effects of satellite soil moisture data on the parametrization of topsoil and root zone soil moisture in a conceptual hydrological model. JOURNAL OF HYDROLOGY AND HYDROMECHANICS, 70(3), 295–307. https://doi.org/10.2478/johh-2022-0021, opens an external URL in a new window

Zappa, L., Schlaffer, S., Brocca, L., Vreugdenhil, M., Nendel, C., & Dorigo, W. (2022). How accurately can we retrieve irrigation timing and water amounts from (satellite) soil moisture? International Journal of Applied Earth Observation and Geoinformation, 113, Article 102979. https://doi.org/10.1016/j.jag.2022.102979, opens an external URL in a new window

Vreugdenhil, M., Széles, B., Salinas Illarena, J. L., Strauß, P., Oismueller, M., Hogan, P., Wagner, W., Parajka, J., & Blöschl, G. (2022). Non‐linearity in event runoff generation in a small agricultural catchment. Hydrological Processes, 36(8), Article e14667. https://doi.org/10.1002/hyp.14667, opens an external URL in a new window

Alfieri, L., Avanzi, F., Delogu, F., Gabellani, S., Bruno, G., Campo, L., Libertino, A., Massari, C., Tarpanelli, A., Rains, D., Miralles, D. G., Quast, R., Vreugdenhil, M., Wu, H., & Brocca, L. (2022). High-resolution satellite products improve  hydrological modeling in northern Italy. Hydrology and Earth System Sciences, 26(14), 3921–3939. https://doi.org/10.5194/hess-26-3921-2022, opens an external URL in a new window

Petchiappan, A., Steele-Dunne, S., Vreugdenhil, M., Hahn, S., Wagner, W., & Oliveira, R. (2022). The influence of vegetation water dynamics on the ASCAT backscatter–incidence angle relationship in the Amazon. Hydrology and Earth System Sciences, 26(11), 2997–3019. https://doi.org/10.5194/hess-26-2997-2022, opens an external URL in a new window

Greimeister-Pfeil, I., Wagner, W., Quast, R., Hahn, S., Steele-Dunne, S., & Vreugdenhil, M. (2022). Analysis of short-term soil moisture effects on the ASCAT backscatter-incidence angle dependence. Science of Remote Sensing, 5, Article 100053. https://doi.org/10.1016/j.srs.2022.100053, opens an external URL in a new window

Tong, R., Parajka, J., Széles, B., Greimeister-Pfeil, I., Vreugdenhil, M., Komma, J., Valent, P., & Blöschl, G. (2022). The value of satellite soil moisture and snow cover data for the transfer of hydrological model parameters to ungauged sites. Hydrology and Earth System Sciences, 26(7), 1779–1799. https://doi.org/10.5194/hess-26-1779-2022, opens an external URL in a new window

Colliander, A., Reichle, R., Crow, W., Cosh, M., Chen, F., Chan, S., Das, N. N., Bindlish, R., Chaubell, J., Kim, S., Liu, Q., O´Neill, P., Dunbar, R. S., Dang, L. B., Kimball, J. S., Jackson, T., Al-Jassar, H., Asanuma, J., Bhattacharya, B., … Yueh, S. (2022). Validation of Soil Moisture Data Products From the NASA SMAP Mission. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 364–392. https://doi.org/10.1109/JSTARS.2021.3124743, opens an external URL in a new window

Khabbazan, S., Steele-Dunne, S., Vermunt, P., Judge, J., Vreugdenhil, M., & Gao, G. (2022). The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring. Remote Sensing of Environment, 268, Article 112789. https://doi.org/10.1016/j.rse.2021.112789, opens an external URL in a new window

Wagner, W. (2022). Die Erde im Anthropozän: Der Blick aus dem Weltall mit Sentinel-1. Österreichische Zeitschrift für Vermessung und Geoinformation (VGI), 3, 130–137.

Zhao, J., Li, Y., Matgen, P., Pelich, R., Hostache, R., Wagner, W., & Chini, M. (2022). Urban-Aware U-Net for Large-Scale Urban Flood Mapping Using Multitemporal Sentinel-1 Intensity and Interferometric Coherence. IEEE Transactions on Geoscience and Remote Sensing, 60, Article 4209121. https://doi.org/10.1109/TGRS.2022.3199036, opens an external URL in a new window

van der Schalie, R., Preimesberger, W., Stradiotti, P., van der Vliet, M., Mösinger, L., Rodriguez-Fernandez, N., Madelon, R., Hahn, S., Hirschi, M., Kidd, R., de Jeu, R., & Dorigo, W. A. (2022). Soil Moisture. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 103(8), S64–S66.

Filippucci, P., Brocca, L., Massari, C., Saltalippi, C., Wagner, W., & Tarpanelli, A. (2021). Toward a self-calibrated and independent SM2RAIN rainfall product. Journal of Hydrology, 603, 1–13. https://doi.org/10.34726/1401, opens an external URL in a new window

Dorigo, W. A., Himmelbauer, I., Aberer, D., Schremmer, L., Petrakovic, I., Zappa, L., Preimesberger, W., Xaver, A., Annor, F. O., Ardö, J., Baldocchi, D., Bitelli, M., Blöschl, G., Bogena, H., Brocca, L., Calvet, J.-C., Camarero, J. J., Capello, G., Choi, M., … Sabia, R. (2021). The International Soil Moisture Network: serving  Earth system science for over a decade. Hydrology and Earth System Sciences, 25(11), 5749–5804. https://doi.org/10.5194/hess-25-5749-2021, opens an external URL in a new window

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, opens an external URL in a new window

Dostálová, A., Lang, M., Ivanovs, J., Waser, L. T., & Wagner, W. (2021). European Wide Forest Classification Based on Sentinel-1 Data. Remote Sensing, 13(3), 1–26. https://doi.org/10.3390/rs13030337, opens an external URL in a new window

Zaussinger, F., Dorigo, W., Gruber, A., Tarpanelli, A., Filippucci, P., & Brocca, L. (2019). Estimating irrigation water use over the contiguous United States by combining satellite and reanalysis soil moisture data. Hydrology and Earth System Sciences, 23(2), 897–923. https://doi.org/10.5194/hess-23-897-2019, opens an external URL in a new window

Vreugdenhil, M., Dorigo, W., Wagner, W., de Jeu, R., Hahn, S., & Marle, van, Margreet. (2016). Analyzing the Vegetation Parameterization in the TU-Wien ASCAT Soil Moisture Retrieval. IEEE Transactions on Geoscience and Remote Sensing, 54(6), 3513–3531. https://doi.org/10.34726/1264, opens an external URL in a new window

Su, C.-H., Narsey, S., Gruber, A., Xaver, A., Chung, D., Ryu, D., & Wagner, W. (2015). Evaluation of post-retrieval de-noising of active and passive microwave satellite soil moisture. Remote Sensing of Environment, 163, 127–139. https://doi.org/10.34726/1224, opens an external URL in a new window

Risbol, O., Briese, C., Doneus, M., & Nesbakken, A. (2015). Monitoring cultural heritage by comparing DEMs derived from historical aerial photographs and airborne laser scanning. Journal of Cultural Heritage, 16(2), 202–209. https://doi.org/10.1016/j.culher.2014.04.002, opens an external URL in a new window

Bollmann, E., Sailer, R., Briese, C., Stötter, J., & Fritzmann, P. (2011). Potential of airborne laser scanning for geomorphologic feature and process detection and quantifications in high alpine mountains. ZEITSCHRIFT FUR GEOMORPHOLOGIE, 55(2), 83–104. https://doi.org/10.1127/0372-8854/2011/0055s2-0047, opens an external URL in a new window

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, opens an external URL in a new window

Albano, R., Mazzariello, A., Lacava, T., Quast, R., Wagner, W., & Sole, A. (2024). On the assesment of a new 4D soil moisture product over Basilicata Region. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-5442, opens an external URL in a new window

Brunelli, B., Festa, D., Mancini, F., & Wagner, W. (2024). Surface Soil Moisture retrieval via change detection using SAOCOM L-band data over the Po Valley (Italy). In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-16418, opens an external URL in a new window

Frantzen, P., Steele-Dunne, S., Vreugdenhil, M., Hahn, S., Quast, R., & Wagner, W. (2024). Improving ASCAT slope estimation methods for representing vegetation water dynamics. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-15193, opens an external URL in a new window

Hahn, S., Wagner, W., Melzer, T., & Vreugdenhil, M. (2024). Next-generation ASCAT surface soil moisture near real-time service. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-18930, opens an external URL in a new window

Harrison, C., Hahn, S., & Wagner, W. (2024). Monitoring Metop ASCAT backscatter stability over tropical rainforests. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-9248, opens an external URL in a new window

Massart, S., Vreugdenhil, M., Hahn, S., Muguda Sanjeevamurthy, P., Villegas-Lituma, C., & Wagner, W. (2024). High-resolution drought monitoring with Sentinel-1: A case-study over Mozambique. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-5291, opens an external URL in a new window

Mazumder, S., Hahn, S., & Wagner, W. (2024). Monitoring The Development Of Land Heatwaves Using Spatiotemporal Models. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-1101, opens an external URL in a new window

Muguda Sanjeevamurthy, P., Vreugdenhil, M., Hahn, S., Massart, S., Villegas-Lituma, C., Lindorfer, R., & Wagner, W. (2024). A case study on agricultural drought monitoring using ASCAT surface soil moisture at 6.25 km sampling over Eastern Africa. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-6782, opens an external URL in a new window

Oztas, B., Villanueva, O. B., Petrova, I. Y., Bonte, O., Dari, J., Raml, B., Vreugdenhil, M., Wagner, W., & Miralles, D. (2024). Influence of irrigation on soil moisture and evaporation based on Sentinel 1 backscatter observations and an evaporation retrieval model. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-19723, opens an external URL in a new window

Quast, R., & Wagner, W. (2024). EOmaps: An open-source python package for geographic data visualization and analysis. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-11327, opens an external URL in a new window

Raml, B., Quast, R., Schobben, M., Reimer, C., & Wagner, W. (2024). Unleashing the power of Dask with a high-throughput Trust Region Reflectance solver for raster datacubes. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-7765, opens an external URL in a new window

Villegas-Lituma, C., Vreugdenhil, M., Massart, S., Muguda Sanjeevamurthy, P., Raml, B., & Wagner, W. (2024). Sensitivity of Sentinel-1 Backscatter Signal to Vegetation Dynamics over Mozambique: A comparison with MODIS data. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-11025, opens an external URL in a new window

Vreugdenhil, M., Massart, S., Muguda Sanjeevamurthy, P., Villegas-Lituma, C., Enenkel, M., & Wagner, W. (2024). Drought monitoring and early warning with satellite soil moisture data. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-19536, opens an external URL in a new window

Wagner, W. (2024). 30 years of scatterometer soil moisture research at TU Wien: What’s next? In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-7555, opens an external URL in a new window

Wagner, W. (2024). Scientific challenges when using SAR images for mapping of water bodies and floods everywhere and anytime. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-8642, opens an external URL in a new window

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.

Wagner, W., Raml, B., Lindorfer, R., Schobben, M., Massart, S. J. A., Vreugdenhil, M., Stachl, T., Cao, S., & Ullmann, T. (2024). Mapping subsurface scatterers from SAR backscatter time series. In EUSAR 2024 : 15th European Conference on Synthetic Aperture Radar (pp. 93–97). VDE VERLAG GMBH.

Reimer, C., Weidenholzer, L., Hoyal, S., Raml, B., Schobben, M., Schramm, M., Wagner, W., & Briese, C. (2023). Multi-cloud processing with Dask: Demonstrating the capabilities of DestinE Data Lake (DEDL). In P. Soille, S. Lumnitz, & S. Albani (Eds.), Proceedings of the 2023 conference on Big Data from Space (BiDS’23) : From foresight to impact (pp. 161–164). Publications of the European Union. https://doi.org/10.34726/5310, opens an external URL in a new window

Wagner, W., Schramm, M., Logar, B., Sipos, G., Briese, C., Clark, T., Reimer, C., Kirchengast, G., Rotach, M., Haimberger, L., Tiede, D., Rieder, H., Wotawa, G., Schwarz, M., & Fritz, S. (2023). Federating scientific infrastructure and services for cross-domain applications of Earth observation and climate data. In P. Soille, S. Lumnitz, & S. Albani (Eds.), Proceedings of the 2023 conference on Big Data from Space (BiDS’23) : From foresight to impact (pp. 93–96). Publications Office of the European Union. https://doi.org/10.34726/5309, opens an external URL in a new window

Raml, B., Vreugdenhil, M., Massart, S. J. A., Navacchi, C., & Wagner, W. (2023). Enabling global scale Sentinel-1 time series analysis through streaming. In P. Soille, S. Lumnitz, & S. Albani (Eds.), Proceedings of the 2023 conference on Big Data from Space (BiDS’23) : From foresight to impact (pp. 29–32). Publications Office of the European Union. https://doi.org/10.34726/5308, opens an external URL in a new window

Wagner, W. (2023). Erfassung von klimarelevanten Prozessen mittels Radarfernerkundung. In Tagungsband 14. Geodätentag - Steyr 2023 (pp. 36–36). Österreichische Gesellschaft für Vermessung und Geoinformation.

Dari, J., Brocca, L., Modanesi, S., Massari, C., Tarpanelli, A., BARBETTA, S., Quast, R., Vreugdenhil, M., Freeman, V., Barella Ortiz, A., Quintana Seguí, P., Bretreger, D., Flammini, A., & Volden, E. (2023). First regional-scale and high-resolution (1 and 6 km) irrigation water data sets obtained from satellite observations. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-6916, opens an external URL in a new window

Hahn, S., Wagner, W., Alves, O., Muguda Sanjeevamurthy, P., Vreugdenhil, M., & Melzer, T. (2023). Metop ASCAT soil moisture trends: Mitigating the effects of long-term land cover changes. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-16205, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

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, opens an external URL in a new window

Shan, X., Steele-Dunne, S., Hahn, S., Wagner, W., Bonan, B., Albergel, C., Calvet, J.-C., & Ku, O. (2023). ­­Joint assimilation of ASCAT backscatter and slope into the ISBA land surface model at ISMN stations over Western Europe. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-8489, opens an external URL in a new window

Tong, R., Parajka, J., Tian, F., Szeles, B., Greimeister-Pfeil, I., Vreugdenhil, M., Komma, J., & Blöschl, G. (2023). The value of distributed snow cover and soil moisture data for multi-objective calibration of a conceptual hydrologic model. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-10420, opens an external URL in a new window

Vreugdenhil, M., Steele-Dunne, S., Shan, X., Kaminski, T., Aurela, M., Büechi, P. E., Dorigo, W. A., Knorr, W., Lemmetyinen, J., Rodriguez-Fernandez, N., Scholze, M., Thum, T., & Williams, M. (2023). Seven Frozen Trees in Sodankyla: Relating ASCAT slope to water and carbon processes over a Boreal forest using in-situ, model and reanalysis data. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-12005, opens an external URL in a new window

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, opens an external URL in a new window

Zotta, R.-M., Schlaffer, S., Hollaus, M., Dostalova, A., Vacik, H., Müller, M. M., Atzberger, C., Immitzer, M., Dioszegi, G., & Dorigo, W. A. (2023). Using satellite, airborne laser scanning and socio-economic data in a machine learning framework for improved fire danger modelling in the Alps. In EGU General Assembly 2023. EGU General Assembly 2023, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu23-8876, opens an external URL in a new window

Greimeister-Pfeil, I., Vreugdenhil, M., Preimesberger, W., Brocca, L., Camici, S., Enenkel, M., Bavandi, A., & Wagner, W. (2022). Tracking Rainfall Deficits Through the Water Cycle Using Earth Observation Datasets: A Case Study in Senegal. In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (pp. 7966–7969). https://doi.org/10.1109/IGARSS46834.2022.9884645, opens an external URL in a new window

Rodriguez-Fernandez, N., Barbier, M., Verrelst, J., Lindqvist, H., Büechi, P. E., Reyez Muñoz, P., Mialon, A., Vreugdenhil, M., Dorigo, W. A., Bouvet, A., Kerr, Y., Vossbeck, M., Kaminski, T., & Scholze, M. (2022). Paving the Road to Flex and Biomass: The Land Surface Carbon Constellation Study. In Proceedings IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (pp. 5571–5574). https://doi.org/10.1109/IGARSS46834.2022.9884465, opens an external URL in a new window

Zhao, J., Li, Y., Matgen, P., Pelich, R., Hostache, R., Wagner, W., & Chini, M. (2022). Prior Information in Support of Deep Learning Methods to Map Floodwater in Urbanized Areas. In Proceedings IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (pp. 5216–5219). https://doi.org/10.1109/IGARSS46834.2022.9883027, opens an external URL in a new window

Bartsch, A., Sabel, D., Wagner, W., & Park, S.-E. (2011). Considerations for derivation and use of soil moisture data from active microwave satellites at high latitudes. In 2011 IEEE International Geoscience and Remote Sensing Symposium (pp. 3132–3135). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.34726/1201, opens an external URL in a new window

Wagner, W. (2024, December 9). Was uns Mikrowellensatelliten über den Klimawandel sagen. Der Blick auf die Erde: Was lernen wir daraus?, Wien, Austria.

Gaona, J., Brocca, L., Bavera, D., Fioravanti, G., Filipucci, P., Mossaffa, H., Puca, S., Roberto, N., Stradiotti, P., & Hahn, S. (2024, October 3). Challenges in open data for soil moisture monitoring. Open-Earth Monitor Global Workshop 2024, Laxenburg, Austria.

Wagner, W. (2024, October 3). Towards a multi-frequency SAR datacube for global monitoring of dynamic land surface processes. Open-Earth Monitor Global Workshop 2024, Laxenburg, Austria.

Brocca, L., Ciabatta, L., Hahn, S., Fairbairn, D., Gabellani, S., & Puca, S. (2024, September 25). Operational H SAF satellite precipitation and soil moisture products for hydrological application in Africa. EO for Africa Symposium 2024, Rom, Italy.

Villegas-Lituma, C., Massart, S. J. A., Vreugdenhil, M., Hahn, S., Muguda Sanjeevamurthy, P., & Wagner, W. (2024, September 25). High-resolution drought monitoring with Sentinel-1 and ASCAT data: A case-study over Mozambique. EO for Africa Symposium 2024, Rom, Italy.

Filippucci, P., Mosaffa, H., Gaona, J., Ciabatta, L., Hahn, S., Massari, C., & Brocca, L. (2024, September 23). Rainfall estimation in the African continent: Satellite data against observations. EO for Africa Symposium 2024, Rom, Italy.

Gaona, J., Brocca, L., Filippucci, P., Bavera, D., Fioravanti, G., Mosaffa, H., Liaqat, M. U., Wagner, W., Dorigo, W. A., Vreugdenhil, M., Hahn, S., Stradiotti, P., Puca, S., & Roberto, N. (2024, September 23). Intercomparison of remote sensing and soil moisture modelling products for operational drought monitoring over Africa. EO for Africa Symposium 2024, Rom, Italy.

Wagner, W. (2024, June 28). Global scale analysis of Sentinel-1 satellite data at the Earth Observation Data Centre. GEO-OPEN-HACK-2024, Laxenburg, Austria.

Raml, B. (2024, June 5). Retrieving Soil Moisture in Subsurface Scattering Areas at 1 km Resolution. 7th Satellite Soil Moisture Validation and Application Workshop 2024, East Lansing, United States of America (the).

Wagner, W. (2024, June 4). Status and outlook for the ASCAT and Sentinel-1 soil moisture data services. 7th Satellite Soil Moisture Validation and Application Workshop 2024, East Lansing, United States of America (the).

Vreugdenhil, M. (2024, May 29). Building a high resolution EO data cube. Frontiers Forum Deep Dive series - A Digital Twin of Earth’s water cycle: progress and promise 2024, Online, Unknown.

Wagner, W. (2024, May 22). Operational monitoring of hydrological land surface variables using satellite constellations. AI4Copernicus Conference 2024, Den Haag, Netherlands (the).

Büechi, P. E., Dorigo, W. A., Reuß, F. D., Homolová, L., Pikl, M., Bartošová, L., & Chatzikyriakou, C. (2024, May 15). Combining Sentinel-1 and 2 data with machine learning to improve field-scale crop yield forecasting. EO for Agriculture Under Pressure 2024 Workshop, Frascati, Italy.

Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Camici, S., Enenkel, M., Brocca, L., & Wagner, W. (2024, April 3). Satellite soil moisture for drought risk insurance. 24. Österreichischer Klimatag (2024, Wien), Wien, Austria.

Wagner, W., Roth, F., & Bauer-Marschallinger, B. (2024, April 3). Dokumentation extremer Flutereignisse mit Radarsatelliten. 24. Österreichischer Klimatag 2024, Vienna, Austria. https://doi.org/10.34726/6139, opens an external URL in a new window

Wagner, W., Schobben, M., Raml, B., & Ullmann, T. (2024, March 7). Mapping soils in arid regions with Sentinel-1. ESA Symposium on Earth Observation for Soil Protection and Restoration (2024), Frascati, Italy.

Wagner, W. (2024). Die Erde verstehen mit Satelliten. Online-GEO-Woche 2024, Vienna, Austria.

Wagner, W., Bauer-Marschallinger, B., Roth, F., & Salamon, P. (2023, December 15). CEMS Tools for Flood Risk Management: the Global Flood Monitoring Product. Flood Risk Management: New Technologies, Vulnerable Areas and Adaptation to Climate Change 2023, Brazil.

Wagner, W., & Raml, B. (2023, November 30). What are benefits and dangers when using artificial intelligence for monitoring of soil moisture from Earth observation data?. Hydrospace 2023, Lissabon, Portugal.

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. Hydrospace 2023, Lissabon, Portugal.

Jachs, S., & Wagner, W. (2023, October 4). Das Copernicus Emergency Management Service – Globale Flutbeobachtung mit Sentinel-1. Austria in Space meets Staatliches Krisen- und  Katastrophenschutzmanagement: Infoday, Wien, Austria.

Raml, B., & Dorigo, W. A. (2023, September 26). Soil Moisture (Passive Microwave Radiometers, Scatterometers and SAR). 12th Advanced Training Course on Land Remote Sensing (ESA Land Training 2023), Wrocław, Poland.

Wagner, W. (2023, September 6). Global and near-real-time  observations of the water cycle. 55th STG Science Working Group Meeting, Darmstadt, Germany.

Wagner, W. (2023, June 27). Synthetic Aperture Radar for soil moisture. Trans-Atlantic Training (TAT 2023), Prag, Czechia.

Wagner, W. (2023, February 14). Global flood monitoring and Surface Soil Moisture anomalies. 9th EO Africa Webinar, Unknown.

Vreugdenhil, M. (2022, December 13). Enhancing Drought Early Warning through Satellite Soil Moisture Data. United Nations / Austria World Space Forum - Sustainability in Space for sustainability on Earth, Unknown.

Vreugdenhil, M. (2022, November). Enhancing Drought Early Warning through Satellite Soil Moisture Data. 12th Annual Coordination Meeting of UN-SPIDER Regional Support Offices, Vienna, Austria.

Vreugdenhil, M., Steele-Dunne, S., Petchiappan, A., Shan, X., Kaminski, T., Lemmetyinen, J., Thum, T., Aurela, M., Williams, M., Knorr, W., Scholze, M., Büechi, P. E., & Dorigo, W. A. (2022, October 27). ASCAT Slope: A Direct Radar Observable to Constrain Fast and Slow Processes in the Terrestrial Carbon Cycle. 4th Carbon from Space Workshop, Perugia, Italy.

Wagner, W. (2022, September 25). Satellite soil moisture data for assessing climatic extremes. UN/Austria Symposium 2022: Space for climate action: experiences and best practices in mitigating and adapting to climate change and supporting sustainability on Earth, Austria.

Ferrari, C., Ferrari, T., Girone, M., Manola, N., Pursula, A., Rouse, P., Schramm, M., & Wood, J. (2022, September 22). Closing plenary: Pathways for improved coordination and cooperation among e-infrastructures. EGI Conference 2022, Prague, Czechia.

Schramm, M. (2022, September 20). ACOnet contribution to scientific computing. EGI Conference 2022, Prague, Czechia.

Dostalova, A., Wagner, W., & Hollaus, M. (2022, September 2). European-Wide Forest Mapping and Classification Using the Sentinel-1 Data. ForestSAT 2022, Berlin, Germany.

Hollaus, M., Li, N., Dostalova, A., Zotta, R.-M., & Pfeifer, N. (2022, September 1). GEDI and ICESat2 data for forest parameter retrieval for Alpine regions. ForestSAT 2022, Berlin, Germany.

Iglseder, A., Immitzer, M., Dostalova, A., Kasper, A., Pfeifer, N., Bauerhansl, C., Schöttl, S., & Hollaus, M. (2022, August 31). Combining Satellite and Airborne Remote Sensing Data for Habitat Classification and Monitoring in Forest Landscapes. ForestSAT 2022, Berlin, Germany.

Lechner, M., Dostalova, A., Hollaus, M., Immitzer, M., & Atzberger, C. (2022, August 30). Biodiversity mapping based on Sentinel-1 and Sentinel-2. ForestSAT 2022, Berlin, Germany.

Navacchi, C. (2022, August 28). Yeoda - providing low-level and easy-to-use access to manifold earth observation datasets. FOSS4G 2022, Italy.

Zappa, L., Schlaffer, S., Brocca, L., Vreugdenhil, M., & Dorigo, W. A. (2022, June). Assessing the value of (satellite) soil moisture for the estimation of irrigation timing and water volumes. 6th Satellite Soil Moisture Validation and Application Workshop, Perugia, Italy.

Dostalova, A., Schlaffer, S., & Hollaus, M. (2022, May 27). Forest Structure Parameters in Alpine Terrain from a Single Year of Sentinel-1 Data. ESA Living Planet Symposium 2022, Bonn, Germany.

Gabellani, S., Alfieri, L., Avanzi, F., Delogu, F., Bruno, G., Campo, L., Libertino, A., Brocca, L., Massari, C., Tarpanelli, A., Camici, S., Miralles, D., Rains, D., Vreugdenhil, M., Quast, R., & Wagner, W. (2022, May 27). Innovative high resolution satellite Earth observations improve distribute hydrological modeling in northern Italy. ESA Living Planet Symposium 2022, Bonn, Germany.

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. ESA Living Planet Symposium 2022, Bonn, Germany.

Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Enenkel, M., & Wagner, W. (2022, May 26). Satellite soil moisture for yield prediction in water limited regions. ESA Living Planet Symposium 2022, Bonn, Germany.

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. ESA Living Planet Symposium 2022, Bonn, Germany.

Dari, J., Modanesi, S., Massari, C., Tarpanelli, A., BARBETTA, S., De Lannoy, G., Bechtold, M., Lievens, H., Quast, R., Vreugdenhil, M., Zribi, M., Le Page, M., Quintana Seguí, P., & Brocca, L. (2022, May 25). Comparing irrigation quantification approaches developed within the Irrigation+ project. ESA Living Planet Symposium 2022, Bonn, Germany.

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.. ESA Living Planet Symposium 2022, Bonn, Germany.

Khabbazan, S., Steele-Dunne, S., Vermunt, P., Vreugdenhil, M., & Judge, J. (2022, May 23). The Importance of Surface Canopy Water on Agricultural Monitoring using SAR. ESA Living Planet Symposium 2022, Bonn, Germany.

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?. ESA Living Planet Symposium 2022, Bonn, Germany.

Reuß, F. D., Greimeister-Pfeil, I., Navacchi, C., Schaumberger, A., Klingler, A., Vreugdenhil, M., & Wagner, W. (2022, May 23). Assessing the Potential of Sentinel-1 Terrain-Flattened Gamma Time Series for Grassland Cut Detection in Austria. ESA Living Planet Symposium 2022, Bonn, Germany.

Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Camici, S., Brocca, L., Enenkel, M., & Wagner, W. (2022, February 17). Satellite data for early warning crop yield deficiencies. GHACOF 60: Early Warning for Early Action Climate Forum, Kenya.

Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Brocca, L., Camici, S., Enenkel, M., & Wagner, W. (2022, January 25). Satellite soil moisture and rainfall for yield prediction in water limited regions. 5th H SAF User Workshop, Austria.

Giannakos, A., Hahn, S., Wagner, W., Fairbairn, D., & de Rosnay, P. (2022, January 24). H SAF Soil Moisture products, Quality Assessment and case studies. 5th H SAF User Workshop, Austria.

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. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia.