Tools for enhancing the application of self-organizing maps in water resources research and engineering

S Clark, SA Sisson, A Sharma - Advances in Water Resources, 2020 - Elsevier
Environmental measurements generate great volumes of high-dimensional data (often noisy
and with missing values) from which meaningful messages may be extracted through …

Observation, preconditioning and recurrence of exceptionally high salinities in the Adriatic Sea

H Mihanović, I Vilibić, J Šepić, F Matić… - Frontiers in marine …, 2021 - frontiersin.org
The paper aims to describe the preconditioning and observations of exceptionally high
salinity values that were observed in summer and autumn of 2017 in the Adriatic. The …

Artificial neural network analysis of microbial diversity in the central and southern Adriatic Sea

D Šantić, K Piwosz, F Matić, A Vrdoljak Tomaš… - Scientific reports, 2021 - nature.com
Bacteria are an active and diverse component of pelagic communities. The identification of
main factors governing microbial diversity and spatial distribution requires advanced …

Long-term trends, variability and extremes of in situ sea surface temperature measured along the eastern Adriatic coast and its relationship to hemispheric processes

B Grbec, F Matić, GB Paklar, M Morović… - … and Climatology of the …, 2019 - Springer
This paper examines long-term series of in situ sea surface temperature (SST) data
measured at nine coastal and one open sea stations along the eastern Adriatic Sea for the …

Characterizing spatial patterns of satellite-derived chlorophyll-a in the Bohai and Yellow Seas of China using self-organizing maps (SOM) approach

Y Wang, D Liu, Z Gao, Y Wang, M Gao - Marine Pollution Bulletin, 2023 - Elsevier
Dynamic of chlorophyll-a (Chl-a) concentration is essential information to understand the
status and trends of marine ecosystems. In this study, a Self-Organizing Map (SOM) was …

Effects of land use/cover on surface water pollution based on remote sensing and 3D-EEM fluorescence data in the **ghe Oasis

X Wang, F Zhang - Scientific Reports, 2018 - nature.com
The key problem in the reasonable management of water is identifying the effective radius of
surface water pollution. Remote sensing and three-dimensional fluorescence technologies …

Spatio-temporal reproducibility of the microbial food web structure associated with the change in temperature: Long-term observations in the Adriatic Sea

M Šolić, B Grbec, F Matić, D Šantić, S Šestanović… - Progress in …, 2018 - Elsevier
Global and atmospheric climate change is altering the thermal conditions in the Adriatic Sea
and, consequently, the marine ecosystem. Along the eastern Adriatic coast sea surface …

Modelling interannual changes in dense water formation on the northern Adriatic shelf

H Mihanović, I Janeković, I Vilibić, V Kovačević… - … and climatology of the …, 2019 - Springer
The paper aims to estimate wintertime thermohaline properties and dense water formation
(DWF) dynamics, rates, and transports in the northern and middle Adriatic between 2008 …

Cross‐shelf penetrating fronts of buoyant coastal currents around the headland

S Zhou, H Wu - Journal of Geophysical Research: Oceans, 2023 - Wiley Online Library
Buoyant coastal current induced by riverine outflow often propagates along the coast in the
direction of coastal trapped wave. However, it is uncertain how the buoyant coastal current …

Using bivalve chronologies for quantifying environmental drivers in a semi-enclosed temperate sea

M Peharda, I Vilibić, BA Black, K Markulin, N Dunić… - Scientific reports, 2018 - nature.com
Annual growth increments formed in bivalve shells are increasingly used as proxies of
environmental variability and change in marine ecosystems, especially at higher latitudes …