| Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity S Keller, PM Maier, FM Riese, S Norra, A Holbach, N Börsig, A Wilhelms, ... International journal of environmental research and public health 15 (9), 1881, 2018 | 78 | 2018 |
| Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies PM Maier, S Keller, S Hinz Remote Sensing 13 (4), 718, 2021 | 28 | 2021 |
| Machine learning regression on hyperspectral data to estimate multiple water parameters PM Maier, S Keller 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018 | 24 | 2018 |
| Application of different simulated spectral data and machine learning to estimate the chlorophyll a concentration of several inland waters PM Maier, S Keller 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019 | 22 | 2019 |
| Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data S Keller, FM Riese, J Stötzer, PM Maier, S Hinz arXiv preprint arXiv:1804.09046, 2018 | 20 | 2018 |
| Estimating chlorophyll a concentrations of several inland waters with hyperspectral data and machine learning models PM Maier, S Keller arXiv preprint arXiv:1904.02052, 2019 | 18 | 2019 |
| Investigations on the potential of hyperspectral and Sentinel-2 data for land-cover/land-use classification M Weinmann, PM Maier, J Florath, U Weidner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2018 | 11 | 2018 |
| Estimation of chlorophyll a, diatoms and green algae based on hyperspectral data with machine learning approaches PM Maier, S Hinz, S Keller Tagungsband der 37, 2018 | 9 | 2018 |
| SpecWa: Spectral remote sensing data and chlorophyll a values of inland waters PM Maier, S Keller GFZ Data Services: Potsdam, Germany, 2020 | 5 | 2020 |
| Coupling Langmuir with Michaelis-Menten—A practical alternative to estimate Se content in rice? AK Nothstein, E Eiche, M Riemann, P Nick, P Maier, A Tenspolde, ... Plos one 14 (4), e0214219, 2019 | 1 | 2019 |
| Towards a Generalized Machine Learning Approach for Estimating Chlorophyll Values in Inland Waters with Spectral Data PM Maier Dissertation, Karlsruhe, Karlsruher Institut für Technologie (KIT), 2021, 2021 | | 2021 |
Sina KellerPostdoc, Institute of Photogrammetry and Remote Sensing, Karlsruhe Institute of TechnologyVerified email at kit.edu
