GEOMAR  Pelz, Maria-Theresia

Dr. Maria-Theresia Pelz

FB 2: Marine Biogeochemie
FE Biogeochemische Modellierung

Office:
Raum: DW-213
Telefon: +49 431 600-4289
E-Mail: mpelz(at)geomar.de

OrcID

Adress:
Düsternbrooker Weg 2
D-24105 Kiel
Germany

Research Interests

  • non-parametric density estimation
  • numerics and optimization
  • carbon cycling and climate change
  • knowledge extraction from ecological data

Education and Employment

  • Dr.rer.nat, MarDATA - Helmholtz School for Marine Data Science | 2023
  • M. Sc. Mathematics, Kiel University | 2019
  • M. Sc. Environmental Management, Kiel University | 2018 
  • B. Sc. Mathematics, Kiel University | 2013 

Publications

  • Pelz, M.-T., 2023. Development of a diffusion kernel density estimator and application on marine carbon-13 isotope data. Kiel Computer Science Series. Self-Publishing of Department of Computer Science, Kiel, Kiel. https://doi.org/10.21941/kcss/2023/4
  • Pelz, M.-T., Schartau, M., Somes, C. J., Lampe, V., and Slawig, T.: A diffusion-based kernel density estimator (diffKDE, version 1) with optimal bandwidth approximation for the analysis of data in geoscience and ecological research, Geosci. Model Dev. Discuss. [preprint], doi.org/10.5194/gmd-2023-17, in review, (2023)
  • Pelz, M.-T. and Slawig, T.: Diffusion-based kernel density estimator (diffKDE), https://doi.org/10.5281/ZENODO.7594915 (2023)
  • Pelz, M.-T.; Somes, C J; Tuerena, R.E.; Lorrain, A.; Close, H.G.; Henderson, L.C.; St John Glew, K.; Espinasse, B.; Trueman, C.N.: A global marine particulate organic carbon-13 isotope data product (Version2). PANGAEA, doi: 10.1594/PANGAEA.946915, (2022)
  • Verwega M-T, Trahms C, Antia AN, Dickhaus T, Prigge E, Prinzler MHU, Renz M, Schartau M, Slawig T, Somes CJ and Biastoch A (2021) Perspectives on Marine Data Science as a Blueprint for Emerging Data Science Disciplines. Front. Mar. Sci. 8:678404. doi: 10.3389/fmars.2021.678404
  • Verwega, M.-T., Somes, C. J., Schartau, M., Tuerena, R. E., Lorrain, A., Oschlies, A., and Slawig, T.: Description of a global marine particulate organic carbon-13 isotope data set, Earth Syst. Sci. Data, 13, 4861–4880, https://doi.org/10.5194/essd-13-4861-2021, 2021.
  • Verwega, Maria-Theresia; Somes, Christopher J; Tuerena, Robyn E; Lorrain, Anne (2021): A global marine particulate organic carbon-13 isotope data product. PANGAEA, https://doi.org/10.1594/PANGAEA.929931