Articles | Volume 16, issue 8
https://doi.org/10.5194/nhess-16-1807-2016
https://doi.org/10.5194/nhess-16-1807-2016
Review article
 | 
09 Aug 2016
Review article |  | 09 Aug 2016

Development of super-ensemble techniques for ocean analyses: the Mediterranean Sea case

Jenny Pistoia, Nadia Pinardi, Paolo Oddo, Matthew Collins, Gerasimos Korres, and Yann Drillet

Related authors

Computationally efficient parameter estimation for high-dimensional ocean biogeochemical models
Skyler Kern, Mary E. McGuinn, Katherine M. Smith, Nadia Pinardi, Kyle E. Niemeyer, Nicole S. Lovenduski, and Peter E. Hamlington
Geosci. Model Dev., 17, 621–649, https://doi.org/10.5194/gmd-17-621-2024,https://doi.org/10.5194/gmd-17-621-2024, 2024
Short summary
Internal and forced ocean variability in the Mediterranean Sea
Roberta Benincasa, Giovanni Liguori, Nadia Pinardi, and Hans von Storch
EGUsphere, https://doi.org/10.5194/egusphere-2023-3076,https://doi.org/10.5194/egusphere-2023-3076, 2024
Short summary
Sea Level Rise in Europe: Knowledge gaps identified through a participatory approach
José A. Jiménez, Antonio Bonaduce, Michael Depuydt, Giulia Galluccio, Bart van den Hirk, H. E. Markus Meier, Nadia Pinardi, Lavinia G. Pomarico, Natalia Vazquez Riveiros, and Gundula Winter
State Planet Discuss., https://doi.org/10.5194/sp-2023-34,https://doi.org/10.5194/sp-2023-34, 2023
Revised manuscript accepted for SP
Short summary
The Mediterranean Forecasting System – Part 1: Evolution and performance
Giovanni Coppini, Emanuela Clementi, Gianpiero Cossarini, Stefano Salon, Gerasimos Korres, Michalis Ravdas, Rita Lecci, Jenny Pistoia, Anna Chiara Goglio, Massimiliano Drudi, Alessandro Grandi, Ali Aydogdu, Romain Escudier, Andrea Cipollone, Vladyslav Lyubartsev, Antonio Mariani, Sergio Cretì, Francesco Palermo, Matteo Scuro, Simona Masina, Nadia Pinardi, Antonio Navarra, Damiano Delrosso, Anna Teruzzi, Valeria Di Biagio, Giorgio Bolzon, Laura Feudale, Gianluca Coidessa, Carolina Amadio, Alberto Brosich, Arnau Miró, Eva Alvarez, Paolo Lazzari, Cosimo Solidoro, Charikleia Oikonomou, and Anna Zacharioudaki
Ocean Sci., 19, 1483–1516, https://doi.org/10.5194/os-19-1483-2023,https://doi.org/10.5194/os-19-1483-2023, 2023
Short summary
The characteristics of tides and their effects on the general circulation of the Mediterranean Sea
Bethany McDonagh, Emanuela Clementi, Anna Chiara Goglio, and Nadia Pinardi
EGUsphere, https://doi.org/10.5194/egusphere-2023-2251,https://doi.org/10.5194/egusphere-2023-2251, 2023
Short summary

Related subject area

Sea, Ocean and Coastal Hazards
Tsunami hazard assessment in the South China Sea based on geodetic locking of the Manila subduction zone
Guangsheng Zhao and Xiaojing Niu
Nat. Hazards Earth Syst. Sci., 24, 2303–2313, https://doi.org/10.5194/nhess-24-2303-2024,https://doi.org/10.5194/nhess-24-2303-2024, 2024
Short summary
The impact of long-term changes in ocean waves and storm surge on coastal shoreline change: a case study of Bass Strait and south-east Australia
Mandana Ghanavati, Ian R. Young, Ebru Kirezci, and Jin Liu
Nat. Hazards Earth Syst. Sci., 24, 2175–2190, https://doi.org/10.5194/nhess-24-2175-2024,https://doi.org/10.5194/nhess-24-2175-2024, 2024
Short summary
Brief communication: Implications of outstanding solitons for the occurrence of rogue waves at two additional sites in the North Sea
Ina Teutsch, Ralf Weisse, and Sander Wahls
Nat. Hazards Earth Syst. Sci., 24, 2065–2069, https://doi.org/10.5194/nhess-24-2065-2024,https://doi.org/10.5194/nhess-24-2065-2024, 2024
Short summary
A systemic and comprehensive assessment of coastal hazard changes: method and application to France and its overseas territories
Marc Igigabel, Marissa Yates, Michalis Vousdoukas, and Youssef Diab
Nat. Hazards Earth Syst. Sci., 24, 1951–1974, https://doi.org/10.5194/nhess-24-1951-2024,https://doi.org/10.5194/nhess-24-1951-2024, 2024
Short summary
Simulating sea level extremes from synthetic low-pressure systems
Jani Särkkä, Jani Räihä, Mika Rantanen, and Matti Kämäräinen
Nat. Hazards Earth Syst. Sci., 24, 1835–1842, https://doi.org/10.5194/nhess-24-1835-2024,https://doi.org/10.5194/nhess-24-1835-2024, 2024
Short summary

Cited articles

Boria, R. A., Olson, L. E., Goodman, S. M., and Anderson, R. P.: Spatial filtering to reduce sampling bias can improve the performance of ecological niche models, Ecol. Model., 275, 73–77, https://doi.org/10.1016/j.ecolmodel.2013.12.012, 2014.
Brasseur, P., Bahurel, P., Bertino, L., Birol, F., Brankart, J.-M., Ferry, N., Losa, S., Remy, E., Schröter, J., Skachko, S., Testut, C.-E., Tranchant, B., Van Leeuwen, P. J., and Verron, J.: Data assimilation for marine monitoring and prediction: The MERCATOR operational assimilation systems and the MERSEA developments, Q. J. Roy. Meteor. Soc., 131, 3561–3582, https://doi.org/10.1256/qj.05.142, 2005.
Casey, K., Brandon, T., Cornillon, P., and Evans, R.: The Past, Present and Future of the AVHRR Pathfinder SST Program, Oceanography from Space: Revisited, 2010.
Dobricic, S. and Pinardi, N.: An oceanographic three-dimensional variational data assimilation scheme, Ocean Model., 22, 89–105, https://doi.org/10.1016/j.ocemod.2008.01.004, 2008.
Evans, R., Harrison, M., Graham, R., and Mylne, K.: Joint Medium-Range Ensembles from The Met. Office and ECMWF Systems, Mon. Weather Rev., 128, 3104–3127, https://doi.org/10.1175/1520-0493(2000)128<3104:JMREFT>2.0.CO;2, 2000.
Download
Short summary
In this work we developed a new multi-model super-ensemble method to estimate sea surface temperature, an important product of ocean analysis systems. We find that ensemble size, quality, type of members and the training period length are all important elements of the MMSE methodology and require careful calibration. We show that with a rather limited but overconfident data set (with a low bias of the starting ensemble members) the RMSE analysis can be improved.
Altmetrics
Final-revised paper
Preprint