Conference Paper (12)
501.
Conference Paper
Multi-modal learning for geospatial vegetation forecasting. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle , June 17, 2024 - June 21, 2024. (2024)
502.
Conference Paper
Microbial methane oxidation in groundwater ecosystems. In: Conference: International Symposium of CRC 1076 AquaDiva. Conference: International Symposium of CRC 1076 AquaDiva, Jena, Germany, June 06, 2024 - June 07, 2024. (2024)
503.
Conference Paper
Multi-frequency radiometry for multi-year monitoring of relative water content in a temperate forest. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, pp. 2739 - 2742. IGARSS 2023, Pasadena, CA, USA , July 16, 2023 - July 21, 2023. (2023)
504.
Conference Paper
On the potential of active and passive microwave remote sensing for tracking seasonal dynamics of evapotranspiration. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, pp. 2610 - 2613. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA, USA, July 16, 2023 - July 21, 2023. IEEE (2023)
505.
Conference Paper
Sentinel-1 and Sentinel-2 time series breakpoint detection as part of the south African land degradation monitor (SALDI). In: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pp. 1997 - 2000. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium , July 11, 2021 - July 16, 2021. IEEE, Brüssel, Belgien (2021)
506.
Conference Paper
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA , June 19, 2021 - June 25, 2021. IEEE, Nashville, TN, USA (2021)
507.
Conference Paper
Discovering differential equations from earth observation data. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 3999 - 4002. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, September 26, 2020 - October 02, 2020. IEEE (2021)
508.
Conference Paper
Modelling landsurface time-series with recurrent neural nets. In: 2018 IEEE International geoscience and remote sensing symposium (IGARSS), pp. 7640 - 7643. Valencia, 2018 (2018)
509.
Conference Paper
Predicting landscapes as seen from space from environmental conditions. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1768 - 1771. (2018)
510.
Conference Paper
Detecting multivariate biosphere extremes. In: Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC, pp. 9 - 12 (Eds. Banerjee, A.; Ding, W.; Dy, V.). Climate Informatics Workshop 2016, Colorado (USA), September 22, 2016 - September 23, 2016. National Center for Atmospheric Research, Boulder (2016)
511.
Conference Paper
Ranking drivers of global carbon and energy fluxes over land. In: IEEE International Symposium on Geoscience and Remote Sensing IGARSS, pp. 4416 - 4419. (2015)
512.
Conference Paper
Testing whether linear equations are causal: A free probability theory approach. In: Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI). AUAI Press. (2011)
Thesis - PhD (91)
513.
Thesis - PhD
Investigation of nitrogen cycle processes using enhanced Raman spectroscopy. Dissertation, Friedrich Schiller University Jena, Jena (2024)
514.
Thesis - PhD
Characterizing the country-scale societal response to hot extremes using multiple data streams. Dissertation, Friedrich Schiller University Jena, Jena (2024)
515.
Thesis - PhD
Novel approaches to spatio-temporal trend detection in environmental data. Dissertation, Friedrich Schiller University Jena, Jena (2024)
516.
Thesis - PhD
Interactions between the hydrological cycle and land surface temperatures: insights from a thermodynamic systems perspective. Dissertation, Karlsruhe Institute of Technology, Karlsruhe (2024)
517.
Thesis - PhD
The influence of tree physiology on host selection of Ips typographus. Dissertation, Friedrich Schiller University Jena, Jena (2024)
518.
Thesis - PhD
Development of pre-operational mesoscale inverse modelling system to quantify CO2 sources and sinks over Europe. Dissertation, Friedrich Schiller University Jena, Jena (2024)
519.
Thesis - PhD
Assessment and optimization strategies of the pan-Arctic greenhouse gas monitoring networks. Dissertation, University of Hamburg, Hamburg (2024)
520.
Thesis - PhD
Modelling the role of temperature and soil moisture on soil organic carbon decomposition. Dissertation, University of Bayreuth, Bayreuth (2024)