Inland lake temperature initialization via coupled  cycling with atmospheric data assimilation

Benjamin, Stanley G.; Smirnova, Tatiana G.; James, Eric P.; Anderson, Eric J.; Fujisaki-Manome, Ayumi; Kelley, John G. W.; Mann, Greg E.; Gronewold, Andrew D.; Chu, Philip; Kelley, Sean G. T.

doi:10.5194/gmd-15-6659-2022

Articles | Volume 15, issue 17

https://doi.org/10.5194/gmd-15-6659-2022

© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.

Special issue:

Modelling inland waters in a changing climate (GMD/ESD/TC...

https://doi.org/10.5194/gmd-15-6659-2022

© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 15, issue 17

Model experiment description paper

|

05 Sep 2022

Model experiment description paper |

| 05 Sep 2022

Inland lake temperature initialization via coupled cycling with atmospheric data assimilation

Stanley G. Benjamin, Tatiana G. Smirnova, Eric P. James, Eric J. Anderson, Ayumi Fujisaki-Manome, John G. W. Kelley, Greg E. Mann, Andrew D. Gronewold, Philip Chu, and Sean G. T. Kelley

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Cited articles

Anderson, E. J., Fujisaki-Manome, A., Kessler, J., Lang, G. A., Chu, P. Y., Kelley, J. G. W., Chen, Y., and Wang, J.: Ice forecasting in the next-generation Great Lakes Operational Forecast System (GLOFS), J. Mar. Sci. Eng., 6, 123, https://doi.org/10.3390/jmse6040123, 2018.

Balsamo, G.: Interactive lakes in the Integrated Forecast System, ECMWF Newslett., 137, 30–34, https://doi.org/10.21957/rffv1gir, 2013.

Balsamo, G. and Mahfouf, J.-F.: Les schémas de surface continentale pour le suivi et la prévision du système Terre au CEPMMT, La Météorologie, 108, 77–81, 2020.

Balsamo, G., Salgado, R., Dutra, E., Boussetta, S., Stockdale, T., and Potes, M.: On the contribution of lakes in predicting near-surface temperature in a global weather forecasting model, Tellus A, 64, 1, https://doi.org/10.3402/tellusa.v64i0.15829, 2012.

Belovsky, G., Stephens, D., Perschon, C., Birdsey, P., Paul, D., Naftz, D., Baskin, R., Larson, C., Mellison, C., Luft, J., Mosley, R., Mahon, H., Van Leeuwen, J., and Allen, D. V.: The Great Salt Lake Ecosystem (Utah, USA): long term data and a structural equation approach, Ecosphere, 2, 1–40, https://doi.org/10.1890/ES10-00091.1, 2011.