Metamorphoses: Metadata for the merging of diverse atmospheric data on common subspaces
Project Partners: KIT, FZJ
This data project contains data and software with regard to Metamorphoses, a joint project in the framework of Helmholtz Metadata Collaboration (HMC) with contributions from KIT-IMK and FZJ-IEK7.
Currently the amount and diversity of high-quality satellite-based atmospheric observations is quickly increasing, and their synergetic use offers unprecedented knowledge gaining opportunities. However, for this kind of interoperability and reusability of the remote sensing data, the storage intensive averaging kernels and errorcovariances are needed for each individual observation.
This project will develop enhanced standards for storage efficient decomposed arrays thus enabling the advanced reuse of very large remote sensing data sets. The synergetic data merging will be further supported by Lagrange trajectory metadata. For this purpose, the project will develop tools for an automated generation of standardised trajectory data files.
A case study will demonstrate the impact on science of the multi-sensor atmospheric observational data generated with the support of Lagrange trajectory calculations. The project will actively support data merging activities in other research fields.
https://helmholtz-metadaten.de/storage/1043/05_Metamorphoses.pdf
Publications:
Schneider et al., 2022a; Scientific publication ”Design and description of the MUSICA IASI full retrieval product”; https://doi.org/10.5194/essd-14-709-2022.
Schneider et al., 2022b; Scientific publication ”Synergetic use of IASI profile and TROPOMI total-column level 2 methane retrieval products”; https://doi.org/10.5194/amt-15-4339-2022.
Schneider et al., 2022c; Data set ”MUSICA IASI full retrieval product standard output (processing version 3.2.1)”; https://doi.org/10.35097/408.
Schneider et al., 2022d; Data set ”MUSICA IASI full retrieval product extended output (processing version 3.2.1)”; https://doi.org/10.35097/412.
Schneider and Ertl, 2022a; Data set “MUSICA IASI/RemoTeC TROPOMI fused methane data set (version 1.0)“; https://doi.org/10.35097/689.
Schneider and Ertl, 2022b; Data set ”MUSICA IASI/RemoTeC TROPOMI fused methane data set (version 2.0)”; https://doi.org/10.35097/690.
Schneider, 2022; GIT-hub discussion “Standard names: *averaging kernels for mole fraction profiles of atmospheric trace gases“; https://github.com/cf-convention/discuss/issues/199.