Naslov
Long term changes in deep Adriatic water masses obtained by Self-Organising Maps analysis

Autori
Vilibić, Ivica ; Mihanović, Hrvoje ; Šepić, Jadranka ; Matijević, Slavica

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Rapport du 39e Congres de la CIESM / Briand, Frederic - Monte Carlo : CIESM, 2010, 197-197

Skup
CIESM Congress

Mjesto i datum
Venecija, Italija, 09.05.2010. - 14.05.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Adriatic Sea; Deep Waters; Time Series

Sažetak
A novel approach in detecting and determining water mass changes is documented in the paper, based on a Self-Organising Maps (SOM) method. We used the method to extract and classify long-term variability (1957-2009) of temperature, salinity, dissolved oxygen and nutrients at a single station in the deep South Adriatic Pit. The extracted vertical profile patterns and their variability are associated with the known Adriatic water masses. We also tested the capacity of the method to recognize the masses by changing the dimensions of SOM nodes and by varying the number of input parameters.

Izvorni jezik
Engleski

Znanstvena područja
Geologija

POVEZANOST RADA