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@article{anderson2009data,
title={The data assimilation research testbed: {A} community facility},
author={Anderson, J., and Hoar, T., and Raeder, K., and Liu, H., and Collins, N., and Torn, R., and Avellano, A.},
journal={Bulletin of the American Meteorological Society},
volume={90},
number={9},
pages={1283--1296},
year={2009},
publisher={American Meteorological Society},
doi={10.1175/2009BAMS2618.1},
}
@Article{grudzien2022fast,
AUTHOR = {Grudzien, C. and Bocquet, M.},
TITLE = {A fast, single-iteration ensemble {K}alman smoother for sequential data assimilation},
JOURNAL = {Geoscientific Model Development},
VOLUME = {15},
YEAR = {2022},
NUMBER = {20},
PAGES = {7641--7681},
URL = {https://gmd.copernicus.org/articles/15/7641/2022/},
DOI = {10.5194/gmd-15-7641-2022}
}
@article{vetra2018state,
title={State-of-the-art stochastic data assimilation methods for high-dimensional non-{G}aussian problems},
author={Vetra-Carvalho, S., and Van Leeuwen, P.J., and Nerger, L., and Barth, A., and Altaf, M.U., and Brasseur, P., and Kirchgessner, P., and Beckers, J.M.},
journal={Tellus A: Dynamic Meteorology and Oceanography},
volume={70},
number={1},
pages={1--43},
year={2018},
publisher={Taylor \& Francis},
doi={10.1080/16000870.2018.1445364},
}
@software{dapper,
author = {Raanes, P.N. and others},
title = {nansencenter/DAPPER: Version 1.2.1,},
month = {September},
year = {2022},
publisher = {Zenodo},
url = {https://github.com/nansencenter/DAPPER},
}
@software{enkprocesses,
author = {Dunbar, O. and others},
title = {{CliMA/EnsembleKalmanProcesses}.jl: v0.10.0},
month = {aug},
year = {2022},
publisher = {Zenodo},
version = {v0.10.0},
doi = {10.5281/zenodo.7036069},
url = {https://doi.org/10.5281/zenodo.7036069},
}
@article{grudzien2020numerical,
title={On the numerical integration of the {L}orenz-96 model, with scalar additive noise, for benchmark twin experiments},
author={Grudzien, C., and Bocquet, M., and Carrassi, A.},
journal={Geoscientific Model Development},
volume={13},
number={4},
pages={1903--1924},
year={2020},
publisher={Copernicus GmbH},
URL = {https://gmd.copernicus.org/articles/13/1903/2020/},
DOI = {10.5194/gmd-13-1903-2020},
}
@book{asch2016data,
title={Data assimilation: methods, algorithms, and applications},
author={Asch, M., and Bocquet, M., and Nodet, M.},
year={2016},
publisher={SIAM},
doi={10.1137/1.9781611974546},
}
@article{carrassi2018data,
title={Data assimilation in the geosciences: {A}n overview of methods, issues, and perspectives},
author={Carrassi, A., and Bocquet, M., and Bertino, L., and Evensen, G.},
journal={Wiley Interdisciplinary Reviews: Climate Change},
volume={9},
number={5},
pages={e535},
year={2018},
publisher={Wiley Online Library},
doi={10.1002/wcc.535},
}
@book{jazwinski2007stochastic,
title={Stochastic {P}rocesses and {F}iltering {T}heory},
author={Jazwinski, A.H.},
isbn={9780486785349},
series={Dover Books on Electrical Engineering Series},
url={https://books.google.com/books?id=cZzKswEACAAJ},
year={2007},
publisher={Dover Publications, Incorporated},
}
@inproceedings{lam2015numba,
title={Numba: {A LLVM-based Python JIT compiler}},
author={Lam, S.K. and Pitrou, A. and Seibert, S.},
booktitle={Proceedings of the Second Workshop on the LLVM Compiler Infrastructure in HPC},
pages={1--6},
year={2015},
doi={10.1145/2833157.2833162},
}
@article{kalnay20074denkf,
title={{4-D-Var} or ensemble {K}alman filter?},
author={Kalnay, E. and Li, H. and Miyoshi, T. and Yang, S.C. and Ballabrera-Poy, J.},
journal={Tellus A: Dynamic Meteorology and Oceanography},
volume={59},
number={5},
pages={758--773},
year={2007},
publisher={Taylor \& Francis},
doi={10.1111/j.1600-0870.2007.00261.x}
}
@article{bezanson2017julia,
title={Julia: {A} fresh approach to numerical computing},
author={Bezanson, J. and Edelman, A. and Karpinski, S. and Shah, V.B.},
journal={SIAM review},
volume={59},
number={1},
pages={65--98},
year={2017},
publisher={SIAM},
doi = {10.1137/141000671},
}