Hi there, I am glad you found me! 🙋♂️
I am a PhD student developing a data fusion framework to estimate high-resolution profile soil moisture from multi-source data through artificial intelligence using data from high-resolution optical and microwave remote sensing and cosmic-ray neutron sensing. This project is part of the PhD cohort MoDEV.
Since 2021, I am a member of the research group Terrestrial Water Dynamics at the Department of Remote Sensing at Helmholtz-Centre for Environmental Research (UFZ) Leipzig, Germany. The department is also embedded in the Remote Sensing Centre for Earth System Research (RSC4Earth), jointly founded with the Faculty of Physics and Earth Sciences at the University of Leipzig.
Interests at a glance: remote sensing, data science, data fusion, artificial intelligence, Python, data visualization
Publications
Toni Schmidt, Martin Schrön, Zhan Li, Till Francke, Steffen Zacharias, Anke Hildebrandt, Jian Peng
Remote Sensing of Environment, vol. 301, 2024, p. 113930
Potential of Optical Spaceborne Sensors for the Differentiation of Plastics in the Environment
Toni Schmidt, Theres Kuester, Taylor Smith, Mathias Bochow
Remote Sensing, vol. 15(8), 2023
Soil moisture products underestimated plant-relevant dry-down during the recent drought in Germany
Toni Schmidt, Martin Schrön, Zhan Li, Till Francke, Steffen Zacharias, Anke Hildebrandt, Jian Peng
EGU23-14842, EGU General Assembly 2023, Vienna, Austria, 2023 Apr 28
Toni Schmidt, Martin Schrön, Zhan Li, Jian Peng
EGU22-10336, EGU General Assembly 2022, Vienna, Austria, 2022 May 23
Jean-Louis Bonne, Hanno Meyer, Melanie Behrens, Julia Boike, Sepp Kipfstuhl, Benjamin Rabe, Toni Schmidt, Lutz Schönicke, Hans Christian Steen-Larsen, Martin Werner
Atmospheric Chemistry and Physics, vol. 20(17), 2020, pp. 10493–10511
Projects
AI-Based Profile Soil Moisture
Using AI to fuse multi-source data from high-resolution remote and in-situ sensing
15 Soil Moisture Products: Microwaves vs. Cosmic Rays
Intercomparison of current soil moisture products from remote sensing and modeling over COSMOS-Europe field sites in Germany
