Zobrazeno 1 - 10
of 27
pro vyhledávání: '"Maike Sonnewald"'
Autor:
Hemant Khatri, Stephen M. Griffies, Benjamin A. Storer, Michele Buzzicotti, Hussein Aluie, Maike Sonnewald, Raphael Dussin, Andrew Shao
Publikováno v:
Journal of Advances in Modeling Earth Systems, Vol 16, Iss 6, Pp n/a-n/a (2024)
Abstract The climatological mean barotropic vorticity budget is analyzed to investigate the relative importance of surface wind stress, topography, planetary vorticity advection, and nonlinear advection in dynamical balances in a global ocean simulat
Externí odkaz:
https://doaj.org/article/dbc793163f4a4675b36fe8f130c51c0f
Publikováno v:
Communications Earth & Environment, Vol 4, Iss 1, Pp 1-20 (2023)
Abstract The Southern Ocean closes the global overturning circulation and is key to the regulation of carbon, heat, biological production, and sea level. However, the dynamics of the general circulation and upwelling pathways remain poorly understood
Externí odkaz:
https://doaj.org/article/08ab4945d8e8439290f7db2af4d24023
Publikováno v:
Communications Earth & Environment, Vol 3, Iss 1, Pp 1-11 (2022)
An unsupervised machine learning technique clustering carbonate outputs from two climate models indicates geographically consistent boundaries to ocean acidification patterns in the Arctic Ocean, with projected boundaries being sensitive to sea ice e
Externí odkaz:
https://doaj.org/article/c71c3338d426428ca82192201d931718
Publikováno v:
Journal of Advances in Modeling Earth Systems, Vol 14, Iss 11, Pp n/a-n/a (2022)
Abstract The trustworthiness of neural networks is often challenged because they lack the ability to express uncertainty and explain their skill. This can be problematic given the increasing use of neural networks in high stakes decision‐making suc
Externí odkaz:
https://doaj.org/article/878d46663d5e47198bac009170510a97
Autor:
Maike Sonnewald, Redouane Lguensat
Publikováno v:
Journal of Advances in Modeling Earth Systems, Vol 13, Iss 8, Pp n/a-n/a (2021)
Abstract The North Atlantic ocean is key to climate through its role in heat transport and storage. Climate models suggest that the circulation is weakening but the physical drivers of this change are poorly constrained. Here, the root mechanisms are
Externí odkaz:
https://doaj.org/article/fafb76437f244bffa9b51e31db03a57f
Publikováno v:
Earth and Space Science, Vol 6, Iss 5, Pp 784-794 (2019)
Dynamically similar regions of the global ocean are identified using a barotropic vorticity (BV) framework from a 20‐year mean of the Estimating the Circulation and Climate of the Ocean state estimate at 1° resolution. An unsupervised machine lear
Externí odkaz:
https://doaj.org/article/13e5410efce740888fcb96e91978a5b0
Publikováno v:
Environmental Research Letters, Vol 16, Iss 7, p 073008 (2021)
Progress within physical oceanography has been concurrent with the increasing sophistication of tools available for its study. The incorporation of machine learning (ML) techniques offers exciting possibilities for advancing the capacity and speed of
Externí odkaz:
https://doaj.org/article/ffbea563a55f4d5ebfd710d8e54c94e7
Autor:
Dan(i) Jones, Maike Sonnewald, Shenjie Zhou, Ute Hausmann, Andrew J. S. Meijers, Isabella Rosso, Lars Boehme, Michael P. Meredith, Alberto C. Naveira Garabato
Publikováno v:
eISSN
XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)
XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)
The Weddell Gyre is a prominent feature of the Southern Ocean and an important component of the planetary climate system; it regulates air-sea exchanges, controls the formation of deep and bottom waters, and hosts upwelling of relatively warm subsurf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::46fd1c3cf97de3b1248079bf6cf4f478
https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1484/
https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1484/
Autor:
Hemant Khatri, Stephen M Griffies, Benjamin A Storer, Michele Buzzicotti, Hussein Aluie, Maike Sonnewald, Raphael Dussin, Andrew E. Shao
The climatological mean barotropic vorticity budget is analyzed to investigate the relative importance of surface wind stress, topography and nonlinear advection in dynamical balances in a global ocean simulation. In addition to a pronounced regional
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::31341c87de304b79d5c85642e2acb274
https://doi.org/10.22541/essoar.168394747.71837050/v1
https://doi.org/10.22541/essoar.168394747.71837050/v1
Autor:
Maike Sonnewald
Algorithms to determine regions of interest in large or highly complex and nonlinear data is becoming increasingly important. Novel methodologies from computer science and dynamical systems are well placed as analysis tools, but are underdeveloped fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3b7b7553667e55a5c8cddc8f54343e11
https://doi.org/10.22541/essoar.168056792.25480169/v1
https://doi.org/10.22541/essoar.168056792.25480169/v1