Data underlying the paper: Application of ensemble transform data assimilation methods for parameter estimation in nonlinear problems
doi: 10.4121/12987719.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future.
For a link that will always point to the latest version, please use
doi: 10.4121/12987719
doi: 10.4121/12987719
Datacite citation style:
Ruchi, S. (Sangeetika); Dubinkina, Svetlana; de Wiljes, Jana (2021): Data underlying the paper: Application of ensemble transform data assimilation methods for parameter estimation in nonlinear problems. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/12987719.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset
This dataset contains data used for the article "Application of ensemble transform data assimilation methods for parameter estimation in nonlinear problems" S.Ruchi, S.Dubinkina, and J. de Wiljes in Nonlin. Processes Geophys. Discuss, 2020, https://doi.org/10.5194/npg-2020-24.
The purpose of this work is to compare ensemble transform data assimilation methods for estimating high-dimensional parameters in a model of groundwater flow with uncertain rock properties.
history
- 2021-01-11 first online, published, posted
publisher
4TU.ResearchData
associated peer-reviewed publication
Application of ensemble transform data assimilation methods for parameter estimation in nonlinear problems
funding
- Shell-NWO/FOM 14CSER007
- SFB 1294: Data Assimilation – The Seamless Integration of Data and Models (grant code 318763901) [more info...] Deutsche Forschungsgemeinschaft
organizations
Centrum Wiskunde & Informatica, Amsterdam, The Netherlands
DATA
files
- 2,962 bytes md5 F1_field.m
- 1,884 bytes md5 F1_metrics.m
- 3,154 bytes md5 F2_field.m
- 2,360 bytes md5 F2_metrics.m
- 2,360 bytes md5 F2_posterior.m
- 1,219 bytes md5 KLdivChan.m
- 473 bytes md5 NumGrid_F1.m
- 469 bytes md5 NumGrid_F2.m
- 554 bytes md5 physicalPlot.m
- 2,845 bytes md5 plot_boxOnTop.m
- 238,246,263 bytes md5 Results_F1.zip
- 144,615,222 bytes md5 Results_F2.zip
- 94 bytes md5 Truth_F1.m
- 193 bytes md5 Truth_F2.m
- 2,277 bytes md5 README.txt
- download all files (zip)