Wissenschaftliche Artikel

Thaler, S., Eitzinger, J., Fischer, M., Kubu, G., Marin, D., Orság, M., Trnka, M., Vecchiotti, F., Vreugdenhil, M., & Wagner, W. (2025). Benchmarking of topsoil moisture estimation methods based on a field study. Journal of Agricultural Science, 163(1), 71–87. https://doi.org/10.1017/S0021859625000036 ( reposiTUm)
Reuß, F. D., Vreugdenhil, M., Büechi, P. E., & Wagner, W. (2025). Comparing Satellite-Derived and Model-Based Surface Soil Moisture for Spring Barley Yield Prediction in Central Europe. Remote Sensing, 17(8), Article 1394. https://doi.org/10.3390/rs17081394 ( 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)
Zotta, R.-M., Moesinger, L., Van Der Schalie, R., Vreugdenhil, M., Preimesberger, W., Frederikse, T., de Jeu, R., & Dorigo, W. (2024). VODCA v2: multi-sensor, multi-frequency vegetation optical depth data for long-term canopy dynamics and biomass monitoring. Earth System Science Data, 16(10), 4573–4617. https://doi.org/10.5194/essd-16-4573-2024 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( 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)
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 ( reposiTUm)
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 ( 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)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
Tong, R., Parajka, J., Salentinig, A., Pfeil, I., Komma, J., Széles, B., Kubáň, M., Valent, P., Vreugdenhil, M., Wagner, W., & Blöschl, G. (2021). The value of ASCAT soil moisture and MODIS snow cover data for calibrating a conceptual hydrologic model. Hydrology and Earth System Sciences, 25(3), 1389–1410. https://doi.org/10.5194/hess-25-1389-2021 ( reposiTUm)
Steele-Dunne, S. C., Hahn, S., Wagner, W., & Vreugdenhil, M. (2021). Towards Including Dynamic Vegetation Parameters in the EUMETSAT H SAF ASCAT Soil Moisture Products. Remote Sensing, 13(8), 1463. https://doi.org/10.3390/rs13081463 ( reposiTUm)
Kubáň, M., Parajka, J. D., Tong, R., Greimeister-Pfeil, I., Vreugdenhil, M., Sleziak, P., Szolgay, J., Kohnová, S., & Hlavčová, K. (2021). Incorporating Advanced Scatterometer Surface and Root Zone Soil Moisture Products into the Calibration of a Conceptual Semi-Distributed Hydrological Model. Water, 13(23), 3366. https://doi.org/10.3390/w13233366 ( reposiTUm)
Reuß, F., Greimeister-Pfeil, I., Vreugdenhil, M., & Wagner, W. (2021). Comparison of Long Short-Term Memory Networks and Random Forest for Sentinel-1 Time Series Based Large Scale Crop Classification. Remote Sensing, 13(24), 5000. https://doi.org/10.3390/rs13245000 ( reposiTUm)
Massari, C., Modanesi, S., Dari, J., Gruber, A., De Lannoy, G. J. M., Girotto, M., Quintana-Seguí, P., Le Page, M., Jarlan, L., Zribi, M., Ouaadi, N., Vreugdenhil, M., Zappa, L., Dorigo, W., Wagner, W., Brombacher, J., Pelgrum, H., Jaquot, P., Freeman, V., … Brocca, L. (2021). A Review of Irrigation Information Retrievals from Space and Their Utility for Users. Remote Sensing, 13(20), 4112. https://doi.org/10.3390/rs13204112 ( reposiTUm)
Hahn, S., Wagner, W., Steele-Dunne, S., Vreugdenhil, M., & Melzer, T. (2021). Improving ASCAT Soil Moisture Retrievals with an Enhanced Spatially Variable Vegetation Parameterization. IEEE Transactions on Geoscience and Remote Sensing, 59(10), 8241–8256. https://doi.org/10.34726/1622 ( reposiTUm)
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 ( reposiTUm)
Xaver, A., Zappa, L., Rab, G., Pfeil, I., Vreugdenhil, M., Hemment, D., & Dorigo, W. A. (2020). Evaluating the suitability of the consumer low-cost Parrot Flower Power soil moisture sensor for scientific environmental applications. Geoscientific Instrumentation, Methods and Data Systems, 9(1), 117–139. https://doi.org/10.5194/gi-9-117-2020 ( reposiTUm)
Franz, T. E., Wahbi, A., Zhang, J., Vreugdenhil, M., Heng, L., Dercon, G., Strauss, P., Brocca, L., & Wagner, W. (2020). Practical Data Products From Cosmic-Ray Neutron Sensing for Hydrological Applications. Frontiers in Water, 2. https://doi.org/10.3389/frwa.2020.00009 ( 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)
Pfeil, I., Wagner, W., Forkel, M., Dorigo, W., & Vreugdenhil, M. (2020). Does ASCAT observe the spring reactivation in temperate deciduous broadleaf forests? Remote Sensing of Environment, 250(112042), 112042. https://doi.org/10.1016/j.rse.2020.112042 ( reposiTUm)
Teubner, I. E., Forkel, M., Camps-Valls, G., Jung, M., Miralles, D. G., Tramontana, G., van der Schalie, R., Vreugdenhil, M., Mösinger, L., & Dorigo, W. A. (2019). A carbon sink-driven approach to estimate gross primary production from microwave satellite observations. Remote Sensing of Environment, 229, 100–113. https://doi.org/10.1016/j.rse.2019.04.022 ( reposiTUm)
Hollaus, M., & Vreugdenhil, M. (2019). Radar Satellite Imagery for Detecting Bark Beetle Outbreaks in Forests. Current Forestry Reports, 240–250. https://doi.org/10.1007/s40725-019-00098-z ( reposiTUm)
Steele-Dunne, S., Hahn, S., Wagner, W., & Vreugdenhil, M. (2019). Investigating vegetation water dynamics and drought using Metop ASCAT over the North American Grasslands. Remote Sensing of Environment, 224, 219–235. https://doi.org/10.34726/1226 ( reposiTUm)
Teubner, I. E., Forkel, M., Jung, M., Liu, Y. Y., Miralles, D. G., Parinussa, R., van der Schalie, R., Vreugdenhil, M., Schwalm, C. R., Tramontana, G., Camps-Valls, G., & Dorigo, W. A. (2018). Assessing the relationship between microwave vegetation optical depth and gross primary production. International Journal of Applied Earth Observation and Geoinformation, 65, 79–91. https://doi.org/10.1016/j.jag.2017.10.006 ( 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)
Pfeil, I., Vreugdenhil, M., Hahn, S., Wagner, W., Strauss, P., & Blöschl, G. (2018). Improving the Seasonal Representation of ASCAT Soil Moisture and Vegetation Dynamics in a Temperate Climate. Remote Sensing, 10(11), 1788. https://doi.org/10.3390/rs10111788 ( reposiTUm)
Greifeneder, F., Notarnicola, C., Hahn, S., Vreugdenhil, M., Reimer, C., Santi, E., Paloscia, S., & Wagner, W. (2018). The Added Value of the VH/VV Polarization-Ratio for Global Soil Moisture Estimations From Scatterometer Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(10), 3668–3679. https://doi.org/10.1109/jstars.2018.2865185 ( reposiTUm)
Wagner, W., Vreugdenhil, M., Greimeister-Pfeil, I., Whabi, A., Heng, L. K., Dercon, G., Oismüller, M., & Strauss, P. (2018). Validation of space borne soil moisture imaginary using a cosmic ray neutron sensor. Soils Newsletter, 40(2), 34. http://hdl.handle.net/20.500.12708/144419 ( reposiTUm)
Wagner, W., Vreugdenhil, M., Greimeister-Pfeil, I., Wahbi, A., Oismüller, M., & Strauss, P. (2018). Validation of spaceborne soil moisture products using a cosmic-ray neutron sensor in Petzenkirchen, Austria. Soils Newsletter, 41(1), 6–8. http://hdl.handle.net/20.500.12708/144401 ( reposiTUm)
Kasse, C., Van Balen, R. T., Bohncke, S. J. P., Wallinga, J., & Vreugdenhil, M. (2017). Climate and base-level controlled fluvial system change and incision during the last glacial-interglacial transition, Roer river, the Netherlands - western Germany. Netherlands Journal of Geosciences, 96(2), 71–92. https://doi.org/10.1017/njg.2016.50 ( reposiTUm)
Hahn, S., Reimer, C., Vreugdenhil, M., Melzer, T., & Wagner, W. (2017). Dynamic Characterization of the Incidence Angle Dependence of Backscatter Using Metop ASCAT. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(5), 2348–2359. https://doi.org/10.1109/jstars.2016.2628523 ( reposiTUm)
Colliander, A., Jackson, T. J., Bindlish, R., Chan, S., Das, N., Kim, S. B., Cosh, M. H., Dunbar, R. S., Dang, L., Pashaian, L., Asanuma, J., Aida, K., Berg, A., Rowlandson, T., Bosch, D., Caldwell, T., Caylor, K., Goodrich, D., al Jassar, H., … Yueh, S. (2017). Validation of SMAP surface soil moisture products with core validation sites. Remote Sensing of Environment, 191, 215–231. https://doi.org/10.1016/j.rse.2017.01.021 ( 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)
Blöschl, G., Blaschke, A. P., Broer, M., Bucher, C., Carr, G., Chen, X., Eder, A., Exner-Kittridge, M., Farnleitner, A., Flores-Orozco, A., Haas, P., Hogan, P., Kazemi Amiri, A., Oismüller, M., Parajka, J., Silasari, R., Stadler, P., Strauss, P., Vreugdenhil, M., … Zessner, M. (2016). The Hydrological Open Air Laboratory (HOAL) in Petzenkirchen: a hypothesis-driven observatory. Hydrology and Earth System Sciences, 20(1), 227–255. https://doi.org/10.5194/hess-20-227-2016 ( reposiTUm)
Trenton, F., Vreugdenhil, M., Oismüller, M., & Strauss, P. (2016). Using Cosmic-Ray Neutron Probes to Monitor Landscape Scale Soil Water Content in Mixed Land Use Agricultural Systems. Applied and Environmental Soil Science, 2016, 1–11. https://doi.org/10.1155/2016/4323742 ( reposiTUm)
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 ( reposiTUm)
Wahbi, A., Vreugdenhil, M., Oismüller, M., & Strauss, P. (2015). Cosmic Ray Neutron Probe: Uses, Calibration and Validation in Austria. Soils Newsletter, 38(1), 9–10. http://hdl.handle.net/20.500.12708/151811 ( reposiTUm)
Blöschl, G., Blaschke, A. P., Broer, M., Bucher, C., Carr, G., Chen, X., Eder, A., Exner-Kittridge, M., Farnleitner, A., Flores-Orozco, A., Haas, P., Hogan, P., Kazemi Amiri, A., Oismüller, M., Parajka, J., Silasari, R., Stadler, P., Strauß, P., Vreugdenhil, M., … Zessner, M. (2015). The Hydrological Open Air Laboratory (HOAL) in Petzenkirchen: a hypotheses driven observatory. Hydrology and Earth System Sciences Discussions, 12(7), 6683–6753. https://doi.org/10.5194/hessd-12-6683-2015 ( reposiTUm)
Dorigo, W., Xaver, A., Vreugdenhil, M., Gruber, A., Dostálová, A., Sanchis-Dufau, A. D., Zamojski, D., Cordes, C., Wagner, W., & Drusch, M. (2013). Global quality control of in-situ soil moisture data from the International Soil Moisture Network. Vadose Zone Journal, 12(3). http://hdl.handle.net/20.500.12708/154567 ( reposiTUm)
Vreugdenhil, M., de Jeu, R. A. M., & Walker, J. P. (2013). Identification of clay pans from AMSR-E passive microwave observations. International Journal of Remote Sensing, 34(14), 5201–5212. https://doi.org/10.1080/01431161.2013.788801 ( reposiTUm)

Beiträge in Tagungsbänden

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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
Zotta, R.-M., Moesinger, L., Van Der Schalie, R., Vreugdenhil, M., Preimesberger, W., Frederikse, T., De Jeu, R., & Dorigo, W. (2024). VODCA v2: Multi-sensor, multi-frequency vegetation optical depth data for long-term canopy dynamics and biomass monitoring . In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-7557 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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. http://hdl.handle.net/20.500.12708/197172 ( reposiTUm)
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 ( reposiTUm)
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 ( 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)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
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 ( 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)
Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Brocca, L., Camici, S., Massart, S., Enenkel, M., & Wagner, W. (2022). Satellite soil moisture for drought assessment and early-warning in water limited regions. In EGU General Assembly 2022. EGU General Assembly 2022, Vienna, Austria. Copernicus Publications. https://doi.org/10.5194/egusphere-egu22-9918 ( reposiTUm)
Vreugdenhil, M., Greimeister-Pfeil, I., Steele-Dunne, S., & Dorigo, W. (2022). Monitoring drought impact on vegetation with Sentinel-1. In EGU General Assembly 2022. EGU General Assembly 2022, Vienna, Austria. Copernicus Publications. https://doi.org/10.5194/egusphere-egu22-12559 ( reposiTUm)
Greimeister-Pfeil, I., Wagner, W., Quast, R., Hahn, S., Steele-Dunne, S., & Vreugdenhil, M. (2022). Disentangling soil moisture and vegetation effects on the ASCAT backscatter-incidence angle relationship. In EGU General Assembly 2022. EGU General Assembly 2022, Vienna, Austria. Copernicus Publications. https://doi.org/10.5194/egusphere-egu22-5128 ( reposiTUm)
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 ( reposiTUm)
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 ( reposiTUm)
Khabbazan, S., Vermunt, P. C., Steele-Dunne, S., Gao, G., Vreugdenhil, M., & Judge, J. (2021). Inferring the effects of surface canopy water on VOD estimation from L-band backscatter. In EGU General Assembly 2021. EGU General Assembly 2021, Unknown. https://doi.org/10.5194/egusphere-egu21-6461 ( reposiTUm)
Pfeil, I., Wagner, W., Hahn, S., Quast, R., Steele-Dunne, S., & Vreugdenhil, M. (2021). Soil moisture and vegetation effects on the ASCAT backscatter-incidence angle dependence. In EGU General Assembly 2021. EGU General Assembly 2021, Unknown. https://doi.org/10.5194/egusphere-egu21-10806 ( reposiTUm)
Vreugdenhil, M., Pfeil, I., Brocca, L., Camici, S., Enenkel, M., & Wagner, W. (2021). Satellite soil moisture for yield prediction in water limited regions. In EGU General Assembly 2021. EGU General Assembly 2021, Unknown. https://doi.org/10.5194/egusphere-egu21-12549 ( reposiTUm)
Khabbazan, S., Gao, G., Vermunt, P., Steele-Dunne, S., Judge, J., & Vreugdenhil, M. (2020). Interpreting Vegetation Optical Depth (VOD) using detailed destructive vegetation sampling of a corn canopy. In EGU General Assembly 2020 (EGU 2020). EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-8161 ( reposiTUm)
Pfeil, I., Wagner, W., Vreugdenhil, M., Forkel, M., & Dorigo, W. (2020). C-band microwave sensors reflect the spring water uptake of temperate deciduous broadleaf trees. In EGU General Assembly 2020. EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-9955 ( reposiTUm)
Steele-Dunne, S., Vermunt, P., Khabbazan, S., Petchiappan, A., Judge, J., Vreugdenhil, M., Hahn, S., & Wagner, W. (2020). Advances in using radar to observe vegetation water dynamics. In EGU General Assembly 2020. EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-11348 ( reposiTUm)
Panic, D., Pfeil, I., Salentinig, A., Vreugdenhil, M., Wagner, W., Wahbi, A., Fulajtar, E., Said, H., Franz, T., Heng, L., & Strauss, P. (2020). Area-representative validation of remotely sensed high resolution soil moisture using a cosmic-ray neutron sensor. In EGU General Assembly 2020. EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-16222 ( reposiTUm)
Petchiappan, A., Steele-Dunne, S., Vreugdenhil, M., Hahn, S., & Wagner, W. (2020). Relating ASCAT backscatter and dynamic vegetation parameters to vegetation water dynamics in the Amazon. In EGU General Assembly 2020 (EGU 2020). EGU General Assembly 2020, Vienna, Austria. Copernicus. https://doi.org/10.5194/egusphere-egu2020-11398 ( reposiTUm)
Greimeister-Pfeil, I., Reuß, F., Vreugdenhil, M., Navacchi, C., & Wagner, W. (2020). Classification of Wheat and Barley Fields Using Sentinel-1 Backscatter. In IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. 2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Onlline, Unknown. https://doi.org/10.1109/igarss39084.2020.9323560 ( reposiTUm)
Greimeister-Pfeil, I., Vreugdenhil, M., Dorninger, P., & Wagner, W. (2019). Räumlicher Zusammenhang zwischen Sentinel-1 Polarisationsdaten und Vegetationshöhe in einem landwirtschaftlichen Gebiet in Niederösterreich. In T. Kersten (Ed.), Dreiländertagung der OVG, DGPF und SGPF: Photogrammetrie - Fernerkundung - Geoinformation - 2019 (pp. 606–615). Publikationen der DGPF. http://hdl.handle.net/20.500.12708/43915 ( 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)
Greimeister-Pfeil, I., Vreugdenhil, M., Forkel, M., Dorigo, W., & Wagner, W. (2019). Tracking the Leaf Emergence in Deciduous Broadleaf Trees Using Microwave Remote Sensing. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43939 ( reposiTUm)
Steele-Dunne, S., Hahn, S., Wagner, W., & Vreugdenhil, M. (2019). Towards an improved understanding of the ASCAT Dynamic Vegetation Parameters: An analysis of spatial and temporal patterns over mainland France. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43938 ( reposiTUm)
Vreugdenhil, M., Hahn, S., Dorigo, W., Steele-Dunne, S., & Wagner, W. (2019). Sentinel-1 backscatter dynamics for vegetation monitoring: Synergies and discordances with Vegetation Optical Depth. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43940 ( reposiTUm)
Teubner, I., Forkel, M., Camps-Valls, G., Jung, M., Miralles, D., Tramontana, G., van der Schalie, R., Vreugdenhil, M., Mösinger, L., & Dorigo, W. (2019). Using microwave vegetation optical depth for estimating gross primary production. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43951 ( reposiTUm)
Hahn, S., Vreugdenhil, M., Melzer, T., Forkel, M., Dorigo, W., & Wagner, W. (2019). Analyzing trends in backscatter and surface soil moisture observations from Metop ASCAT. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43936 ( reposiTUm)
Xaver, A., Zappa, L., Rab, G., Greimeister-Pfeil, I., Vreugdenhil, M., Hemment, D., & Dorigo, W. (2019). Evaluation of a low-cost soil moisture sensor for citizen-driven satellite validation. In EGU General Assembly 2019. EGU General Assembly 2019, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43947 ( reposiTUm)
Greimeister-Pfeil, I., Vreugdenhil, M., Silasari, R., Oismüller, M., Strauss, P., Wagner, W., & Blöschl, G. (2018). ASCAT soil moisture validation with in situ data: comparing the suitability of permanent and temporary sensors. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43810 ( reposiTUm)
Teubner, I., Forkel, M., Jung, M., Liu, Y. Y., Miralles, D., Parinussa, R., van der Schalie, R., Vreugdenhil, M., Schwalm, C. R., Tramontana, G., Camps-Valls, G., & Dorigo, W. (2018). Identifying the link between microwave vegetation optical depth and gross primary production. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43823 ( reposiTUm)
Xaver, A., Zappa, L., Greimeister-Pfeil, I., Oismüller, M., Vreugdenhil, M., Dobos, E., Kovacs, K., & Hemment, D. (2018). The potential of crowdsourced in situ soil moisture for environmental research. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43830 ( reposiTUm)
Széles, B., Parajka, J. D., Komma, J., Tong, R., Vreugdenhil, M., Silasari, R., Oismüller, M., & Blöschl, G. (2018). Reproducing observational evidence through hydrologic model simulations in a small agricultural catchment. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43831 ( reposiTUm)
Steele-Dunne, S., Hahn, S., Wagner, W., & Vreugdenhil, M. (2018). Using Metop-A ASCAT vegetation parameters to study canopy water dynamics in the North American Grasslands. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43813 ( reposiTUm)
Vreugdenhil, M., Hahn, S., Teubner, I., Dorigo, W., & Wagner, W. (2018). Impacts of drought on vegetation phenology as observed from microwave observations. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43812 ( reposiTUm)
Vreugdenhil, M., Greimeister-Pfeil, I., Riffler, M., Kolitzus, D., Dorninger, P., & Wagner, W. (2018). Monitoring vegetation dynamics using Sentinel-1 and Sentinel-2. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43811 ( reposiTUm)
Vreugdenhil, M., Wahbi, A., Greimeister-Pfeil, I., Strauss, P., & Wagner, W. (2018). Validation of spaceborne soil moisture products using a cosmic ray neutron sensor in Petzenkirchen, Austria. In EGU General Assembly 2018. EGU General Assembly 2018, Vienna, Austria. Copernicus Publications. http://hdl.handle.net/20.500.12708/43815 ( 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)
Rüdiger, C., Monerris-Belda, A., McJannet, D., Renzullo, L., Vreugdenhil, M., & Wagner, W. (2017). Cross-comparison of independent high-resolution soil moisture products across an agricultural landscape in south-eastern Australia. 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. 57). Technische Universität Wien. http://hdl.handle.net/20.500.12708/43723 ( reposiTUm)
Greimeister-Pfeil, I., Vreugdenhil, M., Strauss, P., Oismueller, M., Wagner, W., & Blöschl, G. (2017). Validation of SMAP soil moisture over a complex agricultural catchment in Austria. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43652 ( reposiTUm)
Hahn, S., Melzer, T., Vreugdenhil, M., & Wagner, W. (2017). Metop ASCAT soil moisture product: Calibration of the vegetation correction parameters. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43650 ( reposiTUm)
Vreugdenhil, M., Széles, B., Silasari, R., Hogan, P., Oismueller, M., Strauss, P., Wagner, W., & Blöschl, G. (2017). Soil moisture controlled runoff mechanisms in a small agricultural catchment in Austria. In EGU General Assembly 2017 (p. 1). Copernicus Publications. http://hdl.handle.net/20.500.12708/43655 ( reposiTUm)
Vreugdenhil, M., Eder, A., 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/20.500.12708/62343 ( 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., 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)
Santi, E., Paloscia, S., Pettinato, S., Notarnicola, C., Greifeneder, F., Hahn, S., Wagner, W., Vreugdenhil, M., & Reimer, C. (2015). Developing an operational algorithm based on ANN for the retrieval of SMC from the incoming metop SCA mission. In 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IGARSS 2015, Milan, Italy, EU. https://doi.org/10.1109/igarss.2015.7326196 ( reposiTUm)
Vreugdenhil, M., Dorigo, W., De Jeu, R., Hahn, S., Salinas, J. L., & Wagner, W. (2014). Derivation of soil moisture retrieval uncertainties associated to the simplification of the dynamic vegetation signal. In EGU General Assembly 2014. EGU General Assembly 2014, Vienna, Austria. http://hdl.handle.net/20.500.12708/43243 ( reposiTUm)
Vreugdenhil, M., Dorigo, W., De Jeu, R., Hahn, S., & Wagner, W. (2014). Effects of Vegetation Properties on Soil Moisture Retrievals from Active Microwave Instruments. In Proceedings of the IGARSS 2014 (p. 4). http://hdl.handle.net/20.500.12708/43343 ( reposiTUm)
Vreugdenhil, M., Weltin, G., Heng, L. K., Wahbi, A., Oismueller, M., & Dercon, G. (2014). Cosmic Ray Neutron Probe SoilWater Measurements over Complex Terrain in Austria. In EGU General Assembly 2014. EGU General Assembly 2014, Vienna, Austria. http://hdl.handle.net/20.500.12708/43276 ( reposiTUm)
Vreugdenhil, M., De Jeu, R., Wagner, W., Dorigo, W., Hahn, S., & Blöschl, G. (2013). An Intercomparison of Vegetation Products from Satellite-based Observations used for Soil Moisture Retrievals. In Geophysical Research Abstracts. EGU General Assembly 2013, Vienna, Austria. http://hdl.handle.net/20.500.12708/43060 ( reposiTUm)
Vreugdenhil, M., Dorigo, W., Broer, M., Hogan, P., Blöschl, G., & Wagner, W. (2013). A High Density in Situ Soil Moisture Network for the Validation of Spaceborne Soil Moisture Products Over Austria. In Abstract Book (p. 1). http://hdl.handle.net/20.500.12708/43118 ( reposiTUm)
Hahn, S., Wagner, W., Vreugdenhil, M., Melzer, T., & Abdulrahman, A. (2013). Challenges for Soil Moisture Retrieval from C-band Backscatter. In Proceedings of the 2013 EUMETSAT Metereological Satellite Conference. EUMETSAT Meteorological Satellite Conference, Helsinki, EU. http://hdl.handle.net/20.500.12708/43229 ( reposiTUm)
Wagner, W., Hahn, S., Vreugdenhil, M., Figa-Saldaña, J., Melzer, T., & Dorigo, W. (2013). An Overview of Recent Algorithmic Research on the H-SAF ASCAT Surface Soil Moisture Product. In Abstract Book (p. 1). http://hdl.handle.net/20.500.12708/43116 ( reposiTUm)
Vreugdenhil, M., Dorigo, W., Broer, M., Haas, P., Eder, A., Hogan, P., Blöschl, G., & Wagner, W. (2013). Towards a high-density soil moisture network for the validation of SMAP in Petzenkirchen, Austria. In Proceedings of IGARSS 2013 (pp. 1865–1868). http://hdl.handle.net/20.500.12708/43154 ( reposiTUm)
Dorigo, W., Gruber, A., Xaver, A., Zamojski, D., Paulik, C., Cordes, C., Vreugdenhil, M., Wagner, W., Scipal, K., van Oevelen, P., Drusch, M., & Mecklenburg, S. (2013). The International Soil Moisture Network - Latest Advancements and Future Prospects. In Abstract Book (p. 1). http://hdl.handle.net/20.500.12708/43117 ( reposiTUm)

Präsentationen

Vreugdenhil, M. (2024, May 29). Building a high resolution EO data cube [Presentation]. Frontiers Forum Deep Dive series - A Digital Twin of Earth’s water cycle: progress and promise 2024, Online, Unknown. ( reposiTUm)
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 [Poster Presentation]. 24. Österreichischer Klimatag (2024, Wien), Wien, Austria. http://hdl.handle.net/20.500.12708/197031 ( reposiTUm)
Reuß, F. D., Vreugdenhil, M., Büechi, P. E., Raml, B., & Wagner, W. (2024, June 17). Sensitivity Of C-band Backscatter To Field Management Practices [Conference Presentation]. 43rd EARSeL Symposium, Manchester, United Kingdom of Great Britain and Northern Ireland (the). ( reposiTUm)
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 [Conference Presentation]. EO for Africa Symposium 2024, Rom, Italy. http://hdl.handle.net/20.500.12708/203970 ( reposiTUm)
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 [Poster Presentation]. EO for Africa Symposium 2024, Rom, Italy. http://hdl.handle.net/20.500.12708/204282 ( reposiTUm)
Vreugdenhil, M., Greimeister-Pfeil, I., Preimesberger, W., Enenkel, M., & Wagner, W. (2022, May 26). Satellite soil moisture for yield prediction in water limited regions [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
Vreugdenhil, M. (2022, November). Enhancing Drought Early Warning through Satellite Soil Moisture Data [Presentation]. 12th Annual Coordination Meeting of UN-SPIDER Regional Support Offices, Vienna, Austria. ( reposiTUm)
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 [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
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 [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. ( reposiTUm)
Vreugdenhil, M. (2022, December 13). Enhancing Drought Early Warning through Satellite Soil Moisture Data [Conference Presentation]. United Nations / Austria World Space Forum - Sustainability in Space for sustainability on Earth, Unknown. http://hdl.handle.net/20.500.12708/152606 ( reposiTUm)
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 [Conference Presentation]. 6th Satellite Soil Moisture Validation and Application Workshop, Perugia, Italy. http://hdl.handle.net/20.500.12708/152346 ( reposiTUm)
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 [Conference Presentation]. GHACOF 60: Early Warning for Early Action Climate Forum, Kenya. http://hdl.handle.net/20.500.12708/153094 ( reposiTUm)
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 [Conference Presentation]. 5th H SAF User Workshop, Austria. http://hdl.handle.net/20.500.12708/153363 ( reposiTUm)
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 [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/115842 ( reposiTUm)
Zappa, L., Schlaffer, S., Brocca, L., Vreugdenhil, M., & Dorigo, W. A. (2022, May 25). How accurately can we retrieve irrigation timing and water amounts from (satellite) soil moisture? [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/80467 ( reposiTUm)
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 [Conference Presentation]. 4th Carbon from Space Workshop, Perugia, Italy. http://hdl.handle.net/20.500.12708/152345 ( reposiTUm)
Rodriguez-Fernandez, N., Barbier, M., Bouvet, A., Büechi, P. E., Dorigo, W. A., Drusch, M., Kaminski, T., Kerr, Y., Le Toan, T., Lindqvist, H., Mialon, A., Reyez Muñoz, P., Scholze, M., Verrelst, J., & Vreugdenhil, M. (2022, May 23). Paving the road to FLEX and Biomass: a multi-frequency study of the vegetation in three regions of Europe [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/80455 ( reposiTUm)
Massari, C., Tarpanelli, A., Aires, F., Alfieri, L., Avanzi, F., BARBETTA, S., Bechtold, M., Brocca, L., Camici, S., Castelli, M., Ciabatta, L., Claus, M., Dari, J., De Jeu, R., De Lannoy, G., Delogu, F., Dorigo, W. A., Filippucci, P., Gabellani, S., … Volden, E. (2022, May 25). 4DMED-Hydrology: capitalizing high resolution Earth Observation data for a consistent reconstruction of the Mediterranean terrestrial water cycle [Poster Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/80445 ( reposiTUm)
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 [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/115840 ( reposiTUm)
Kaminski, T., Knorr, W., Vossbeck, M., Williams, M., Green, T., Smallman, T. L., Scholze, M., Quaife, T., Aalto, T., Thum, T., Zaehle, S., Schwank, M., Aurela, M., Barbier, M., Belda Palazon, S., Bouvet, A., Büechi, P. E., Dorigo, W. A., El-Madany, T. S., … Schuettemeyer, D. (2022, May 25). A new terrestrial biosphere model for combining optical, and active/passive microwave observations into a consistent view of the terrestrial carbon cycle in a variational assimilation system [Conference Presentation]. ESA Living Planet Symposium 2022, Bonn, Germany. http://hdl.handle.net/20.500.12708/80442 ( reposiTUm)
Greimeister-Pfeil, I., Vreugdenhil, M., Camici, S., Brocca, L., Preimesberger, W., Crocetti, L., Reuß, F., Enenkel, M., Bavandi, A., Dorigo, W., & Wagner, W. (2020). Tracking Rainfall Deficits Along the Water Cycle Using Multiple EO-based Datasets Over Africa. EO for Water Cycle Science 2020, Online, Unknown. http://hdl.handle.net/20.500.12708/83937 ( reposiTUm)
Zappa, L., Nendel, C., Schlaffer, S., Vreugdenhil, M., Brocca, L., & Dorigo, W. (2020). A Novel Approach For Estimating Irrigation Water Amounts Based On Copernicus Sentinel-1 Surface Soil Moisture. EO for Water Cycle Science 2020, Online, Unknown. http://hdl.handle.net/20.500.12708/83940 ( reposiTUm)
Reuß, F. D., Greimeister-Pfeil, I., Vreugdenhil, M., Navacchi, C., & Wagner, W. (2020, September 30). Large scale crop classification using Sentinel 1 time series and a Long-short term memory network [Poster Presentation]. ESA EO Phi-week 2020, Italy. ( reposiTUm)
Vreugdenhil, M., Wagner, W., Hahn, S., Dorigo, W., De Jeu, R., & Steele-Dunne, S. (2019). Vegetation Optical Depth and Sentinel-1 backscatter dynamics for phenology monitoring: Synergies and discordances. IEEE International Geoscience and Remote Sensing Symposium 2019 (IGARSS 2019), Yokohama, Japan. http://hdl.handle.net/20.500.12708/83935 ( reposiTUm)
Verbesselt, J., Umlauf, N., Reiche, J., Anderson, L., Hirota, M., Vreugdenhil, M., Dorigo, W., & Herold, M. (2019). Towards monitoring tropical forest recovery capacity using dense time series of Sentinel-1 and 2. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83799 ( reposiTUm)
Dorigo, W., Teubner, I., Mösinger, L., Jung, M., Camps-Valls, G., Miralles, D., Tramontana, G., van der Schalie, R., Vreugdenhil, M., & Forkel, M. (2019). Long-term global monitoring of photosynthesis with microwave satellites. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83794 ( 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)
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)
Greimeister-Pfeil, I., Vreugdenhil, M., Dostálová, A., Wagner, W., Forkel, M., & Dorigo, W. (2019). Detection of Spring Leaf-Out in Deciduous Broadleaf Trees with ASCAT and Sentinel-1. ESA Living Planet Symposium 2019, Milan, Italy. http://hdl.handle.net/20.500.12708/83779 ( reposiTUm)
Greimeister-Pfeil, I., Vreugdenhil, M., Hahn, S., Wagner, W., Strauss, P., & Blöschl, G. (2018). Analysing Dynamics in ASCAT Soil Moisture and Vegetation in Lower Austria. Hydrocarpath International Conference 2018, Wien, Austria. http://hdl.handle.net/20.500.12708/83729 ( reposiTUm)
Greimeister-Pfeil, I., Wagner, W., Dorigo, W., & Vreugdenhil, M. (2018). Satellite surface soil moisture trends in Austria. 8th GEWEX Open Science Conference, Canmore, Alberta, Canada. http://hdl.handle.net/20.500.12708/83728 ( reposiTUm)
Greimeister-Pfeil, I., Wagner, W., & Vreugdenhil, M. (2017). Multiscale agricultural drought monitoring in Austria. Hydrocarpath International Conference 2017, Wien, Austria. http://hdl.handle.net/20.500.12708/83641 ( reposiTUm)
Vreugdenhil, M. (2017). Anwendung von Sentinel-Daten für Fragestellungen der Bodenfeuchte und Biomasseproduktion in der Landwirtschaft. Workshop “Bildgebende Verfahren in der Bodenbeurteilung,” HBLFA Francisco Josephinum, Schloss Weinzierl, Wieselburg, Austria. http://hdl.handle.net/20.500.12708/83562 ( reposiTUm)
Teubner, I., Forkel, M., Jung, M., Liu, Y., Miralles, D., Parinussa, R., van der Schalie, R., Vreugdenhil, M., & Dorigo, W. (2017). On the relation between microwave vegetation optical depth and gross primary production. FLUXCOM workshop 2017, Jena, Germany. http://hdl.handle.net/20.500.12708/83639 ( reposiTUm)
Colliander, A., Jackson, T., Chan, S., Das, N., Kim, S., Cosh, M. H., Dunbar, R. S., Asanuma, J., Aida, K., Berg, A., Rowlandson, T., Bosch, D., Caldwell, T., Caylor, K., Holifield Collins, C., al Jassar, H., Lopez-Baeza, E., Martínez-Fernández, J., González-Zamora, Á., … Yueh, S. (2017). Soil Moisture Validation Using In Situ Measurements: The Smap Approach. 37th International Symposium on Remote Sensing of Environment 2017 (IRSE 37), Tshwane, South Africa. http://hdl.handle.net/20.500.12708/83644 ( reposiTUm)
Jackson, T., Colliander, A., Chan, S., Das, N., Kim, S., Dunbar, R. S., Bindlish, R., Berg, A., Rowlandson, T., Caylor, K., Cosh, M. H., al Jassar, H., Lopez-Baeza, E., Martínez-Fernández, J., González-Zamora, Á., McNairn, H., Pacheco, A., Moghaddam, M., Montzka, C., … Njoku, E. (2016). SMAP L2/L3 Soil Moisture Product Validation with Core Validation Sites. 96th American Meteorological Society Annual Meeting, New Orleans, LA, USA, Non-EU. http://hdl.handle.net/20.500.12708/83675 ( reposiTUm)
Vreugdenhil, M., Eder, A., Dostálová, A., Naeimi, V., Oismüller, M., Bauer, T., & Wagner, W. (2016). Analyzing Soil and Vegetation Parameters fromSentinel-1 BackscatterObservations over a small catchment in Austria. 3rd Satellite Soil Moisture Validation and Application Workshop (SMAP 2016), New York, USA, Non-EU. http://hdl.handle.net/20.500.12708/83447 ( reposiTUm)
De Jeu, R., Tillema, J., Hatjema, S., Mica, R., Vreugdenhil, M., & Wagner, W. (2016). Soil Moisture in situ network based on LoRaWAN Technology. 3rd Satellite Soil Moisture Validation and Application Workshop (SMAP 2016), New York, USA, Non-EU. http://hdl.handle.net/20.500.12708/83446 ( reposiTUm)
Chan, S., Bindlish, R., Colliander, A., Chen, F., O´Neill, P., Jackson, T., Njoku, E., Berg, A., Rowlandson, T., Caylor, K., Cosh, M. H., al Jassar, H., Lopez-Baeza, E., Martínez-Fernández, J., González-Zamora, Á., McNairn, H., Pacheco, A., Moghaddam, M., Montzka, C., … Yueh, S. (2016). An Intercomparison of SMAP Passive Soil Moisture Retrieval Algorithms. 96th American Meteorological Society Annual Meeting, New Orleans, LA, USA, Non-EU. http://hdl.handle.net/20.500.12708/83676 ( reposiTUm)
Colliander, A., Jackson, T., Chan, S., Das, N., Kim, S., Dunbar, R. S., Bindlish, R., Berg, A., Rowlandson, T., Caldwell, T., Cosh, M. H., Aljassar, H., Lopez-Baeza, E., Martínez-Fernández, J., González-Zamora, Á., McNairn, H., Pacheco, A., Moghaddam, M., Montzka, C., … Yueh, S. (2016). Validation of SMAP Radiometer-Based Soil Moisture Product Using Core Validation Sites. 14th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment, Espoo, Finland. http://hdl.handle.net/20.500.12708/83677 ( 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)
Vreugdenhil, M. (2016). Discrepancies Between Vegetation Products Derived From Spaceborne Microwave Observations - Where Do They Originate From? Scatterometer Science Conference 2016, New challenges and opportunities, Noordwijk, Netherlands (the). http://hdl.handle.net/20.500.12708/83407 ( reposiTUm)
Santi, E., Paloscia, S., Pettinato, S., Greifeneder, F., Notarnicola, C., Hahn, S., Wagner, W., Vreugdenhil, M., & Reimer, C. (2015). The application of machine learning algorithms for Soil Moisture retrieval in view of the future EPS-SG SCA mission. SPIE Remote Sensing 2015, Toulouse, France, EU. http://hdl.handle.net/20.500.12708/83376 ( reposiTUm)
Colliander, A., Jackson, T., Chan, S., Das, N., Kim, S., Dunbar, R. S., Bindlish, R., Dang, L., Berg, A., Rowlandson, T., Caylor, K., Cosh, M. H., Aljassar, H., Lopez-Baeza, E., Martínez-Fernández, J., McNairn, H., Pacheco, A., Moghaddam, M., Montzka, C., … Njoku, E. (2015). SMAP L2/L3 Soil Moisture Product Validation using In Situ Based Core Validation Sites. AGU Fall Meeting 2015, San Franciso, USA, Non-EU. http://hdl.handle.net/20.500.12708/83398 ( reposiTUm)
Colliander, A., Jackson, T., Chan, S., Das, N., Kim, S., Dunbar, R. S., Bindlish, R., Dang, L., Pashaian, L., Berg, A., Rowlandson, T., Caylor, K., Cosh, M. H., Aljassar, H., Lopez-Baeza, E., Martínez-Fernández, J., González-Zamora, Á., McNairn, H., Pacheco, A., … Njoku, E. (2015). Early Assessment Of Smap Level 2/3 Soil Moisture Products Over Core Validation Sites. IGARSS 2015, Milan, Italy, EU. http://hdl.handle.net/20.500.12708/83399 ( 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, EU. http://hdl.handle.net/20.500.12708/83367 ( reposiTUm)
Paloscia, S., Santi, E., Pettinato, S., Notarnicola, C., Greifeneder, F., Hahn, S., Wagner, W., Vreugdenhil, M., & Reimer, C. (2015). Investigation of the Incoming METOP SCA Mission Capabilities in Monitoring the Hydrological Cycle. Earth Observation for Water Cycle Science 2015, Frascati, Italy, EU. http://hdl.handle.net/20.500.12708/83345 ( reposiTUm)
Kumpan, M., Oismüller, M., Vreugdenhil, M., & Strauss, P. (2015). Entwicklung eines Messprotokolls für die Überprüfung von Sensoren zur Bestimmung des Wasseranteils. Symposium Hydrologische Prozessforschung anlässlich der Vorstellung des Hydrological Open Air Laboratory (HOAL), Petzenkirchen, Austria. http://hdl.handle.net/20.500.12708/113686 ( reposiTUm)
Vreugdenhil, M., Oismüller, M., Kumpan, M., Silasari, R., Dorigo, W., Strauss, P., & Blöschl, G. (2015). HOAL Soil Moisture Network, Petzenkirchen, Austria - Calibration and Upscaling for NASAs new SMAP Satellite. Symposium Hydrologische Prozessforschung anlässlich der Vorstellung des Hydrological Open Air Laboratory (HOAL), Petzenkirchen, Austria. http://hdl.handle.net/20.500.12708/113684 ( reposiTUm)
Vreugdenhil, M., Wagner, W., Dorigo, W., De Jeu, R., & Hahn, S. (2014). Linking vegetation parameters derived from active and passive microwave observations. Satellite soil moisture validation & application workshop 2014, Amsterdam, the Netherlands, EU. http://hdl.handle.net/20.500.12708/83252 ( reposiTUm)

Berichte

Brocca, L., Camici, S., Massari, C., Tarpanelli, A., Ciabatta, L., Dari, J., Mondanesi, S., Mosaffa, H., Filippucci, P., Alfieri, L., Avanzi, F., Gabellani, S., Rains, D., Miralles, D. G., Vreugdenhil, M., Quast, R., Raml, B., Massart, S. J. A., Mantovani, S., & Jacob, A. (2023). DTE Hydrology Evolution: Final Report, Deliverable D7.1 (D7.1). https://doi.org/10.5281/zenodo.8089045 ( reposiTUm)

Preprints

Wagner, W., Lindorfer, R., Hahn, S., Kim, H., Vreugdenhil, M., Gruber, A., Fischer, M., & Trnka, M. (2023). Global Scale Mapping of Subsurface Scattering Signals Impacting ASCAT Soil Moisture Retrievals. TechRxiv. https://doi.org/10.34726/4782 ( reposiTUm)

Hochschulschriften

Vreugdenhil, M. (2016). Assessing vegetation dynamics from spaceborne active microwave backscatter observations [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2016.38450 ( reposiTUm)