@misc{riese2020hyperspectral, author = {Riese, Felix~M.}, title = {{Hyperspectral Processing Scripts for the HydReSGeo Dataset}}, year = {2020}, DOI = {10.5281/zenodo.3706418}, publisher = {Zenodo}, howpublished = {\href{https://doi.org/10.5281/zenodo.3706418}{doi.org/10.5281/zenodo.3706418}} } @inproceedings{keller2018modeling, author = {Keller, Sina and Riese, Felix~M. and Allroggen, Niklas and Jackisch, Conrad and Hinz, Stefan}, year = {2018}, title = {Modeling Subsurface Soil Moisture Based on Hyperspectral Data: First Results of a Multilateral Field Campaign}, volume = {27}, pages = {34--48}, booktitle = {Tagungsband der 37. Wissenschaftlich-Technische Jahrestagung der DGPF e.V.}, address = {Munich, Germany} } @article{keller2018developing, author = {Keller, Sina and Riese, Felix~M. and St\"{o}tzer, Johanna and Maier, Philipp~M. and Hinz, Stefan}, title = {{Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data}}, year = {2018}, address = {Karlsruhe, Germany}, journal = {ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences}, volume = {IV-1}, pages = {101--108}, url = {https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-1/101/2018/}, doi = {10.5194/isprs-annals-IV-1-101-2018} } @inproceedings{riese2018fusion, author = {Riese, Felix~M. and Keller, Sina}, title = {Fusion of hyperspectral and ground penetrating radar data to estimate soil moisture}, year = {2018}, booktitle = {2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)}, address = {Amsterdam, Netherlands}, pages={1--5}, doi={10.1109/WHISPERS.2018.8747076}, ISSN={2158-6276}, } @inbook{keller2019fusion, author = {Keller, Sina}, year = {2019}, title = {Fusion hyperspektraler, LWIR- und Bodenradar-Daten mit maschinellen Lernverfahren zur Bodenfeuchtesch{\"a}tzung}, pages = {217–-250}, booktitle = {Digitale Bildverarbeitung und Geoinformation. Datenfusion unter geometrischen, physikalischen und semantischen Aspekten. Hrsg.: S. Hinz}, publisher = {{Wichmann, Berlin}}, isbn = {978-3-87907-638-3}, edition = {5., vollst{\"a}ndig neu bearbeitete Auflage}, language = {german} } @misc{keller2020hydresgeo, author = {Keller, Sina and Riese, Felix~M. and Allroggen, Niklas and Jackisch, Conrad}, title = {{HydReSGeo: Field experiment dataset of surface-subsurface infiltration dynamics acquired by hydrological, remote sensing, and geophysical measurement techniques}}, year = {2020}, publisher = {GFZ Data Services}, DOI = {10.5880/fidgeo.2020.015}, }