TY  - COMP
AU  - Hermanns, Alexander
TI  - KSC - Observational Data Clustering Preprocessor
M1  - FZJ-2025-04958
PY  - 2025
AB  - Preprocessing routine for ground-based atmospheric monitoring network data. Utilizing a k-means soft constrained clustering algorithm to derive a representative sub-sampling of the availiable data into an assimilation and validation set.  This work was partially performed as part of the Helmholtz School for Data Science in Life, Earth and Energy (HDS-LEE) and received funding from the Helmholtz Association of German Research Centres.
LB  - PUB:(DE-HGF)33
DO  - DOI:10.5281/ZENODO.14711881
UR  - https://juser.fz-juelich.de/record/1048853
ER  -