Simulations with unseen-awg

Wider, Jonathan; Zscheischler, Jakob

Dataset
Summary
This dataset includes 500 21-year generated weather time series, each initialized using a different random seed. Simulations were produced with the default setup of unseen-awg v1.0 (tau=30, Delta=10, sigma=2.5). They are stored as look-up tables; obtaining the full multivariate spatiotemporal dataset requires access to a preprocessed dataset of weather variables, such as the reforecast dataset accessible through another experiment in this project.

While there are dates assigned to each simulation, there is no 1:1 correspondence with true weather on the corresponding day - comparisons are only possible in a statistical sense.
Project
unseen-awg (unseen-awg: spatio-temporal weather generation using analogs and unseen data)
Temporal Coverage
2003-01-01 to 2023-12-31 (standard)
Use constraints
Creative Commons Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)
Data Catalog
World Data Center for Climate
Access constraints
registered users
Size
87.85 MiB (92122083 Byte)
Format
NetCDF
Status
completely archived
Creation Date
Review Date
2026-04-02
Download Permission
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Cite as
[ Derived from parent entry - See data hierarchy tab ]
Wider, Jonathan; Zscheischler, Jakob (2026). An instance of the analog weather generator unseen-awg with precomputed similarities and a large set of generated weather data. World Data Center for Climate (WDCC) at DKRZ. https://doi.org/10.26050/WDCC/unsawg_wg

BibTeX RIS
VariableUnit
forecast_period
CF
day

Parent

An instance of the analog weather generator unseen-awg with precomputed similarities and a large set of generated weather data
Details
[Entry acronym: unsawg_wg_sim] [Entry id: 5369853]