A review of machine learning applications to coastal sediment transport and morphodynamics

EB Goldstein, G Coco, NG Plant - Earth-science reviews, 2019 - Elsevier
A range of computer science methods termed machine learning (ML) enables the extraction
of insight and quantitative relationships from multidimensional datasets. Here, we review the …

Climate change and coastal morphodynamics: Interactions on regional scales

P Chowdhury, NKG Lakku, S Lincoln, JK Seelam… - Science of the Total …, 2023 - Elsevier
Climate change and its impacts, combined with unchecked human activities, intensify
pressures on coastal environments, resulting in modification of the coastal morphodynamics …

Event-scale hysteresis metrics to reveal processes and mechanisms controlling constituent export from watersheds: A review✰

W Liu, F Birgand, S Tian, C Chen - Water Research, 2021 - Elsevier
Due to the increased availability of high-frequency measurements of stream chemistry
provided by in situ sensors, researchers have gained more access to relationships between …

[HTML][HTML] Measurements and modeling of water levels, currents, density, and wave climate on a semi-enclosed tidal bay, Cádiz (southwest Spain)

C Zarzuelo, A López-Ruiz, M Bermúdez… - Earth System …, 2023 - essd.copernicus.org
Estuarine dynamics are highly complex as a result of the temperature and salinity gradients,
as well as the multiple interactions between atmospheric, maritime, and hydrological forcing …

Environmental factors affecting the nursery function for fish in the main estuaries of the Gulf of Cadiz (south-west Iberian Peninsula)

JM Miró, C Megina, I Donázar-Aramendía… - Science of The Total …, 2020 - Elsevier
Hydrological, geomorphological, physicochemical and biological factors influence the
nursery function of estuaries. Our study compared the environmental conditions and the …

Effects of tidal-forcing variations on tidal properties along a narrow convergent estuary

E Garel, H Cai - Estuaries and Coasts, 2018 - Springer
A 1D analytical framework is implemented in a narrow convergent estuary that is 78 km in
length (the Guadiana, Southern Iberia) to evaluate the tidal dynamics along the channel …

Sensitivity of Iberian estuaries to changes in sea water temperature, salinity, river flow, mean sea level, and tidal amplitudes

MA Serrano, M Cobos, PJ Magaña… - Estuarine, Coastal and …, 2020 - Elsevier
This study evaluated how multiyear changes in sea water temperature, salinity, river flow,
sea level, and tidal amplitudes influenced the exchange mass flow, tidal energy …

Effects of freshet events on early life stages of fish and macroinvertebrates in a highly turbid estuary of Iberian Peninsula

JM Miró, C Megina, I Donázar-Aramendía… - Estuarine, Coastal and …, 2023 - Elsevier
The present study investigates effects of three different types of freshet events (varying in
intensity, duration, and period of discharge) on the early life stages of fish …

Seasonal photosynthesis, respiration, and calcification of a temperate maërl bed in southern Portugal

L Sordo, R Santos, I Barrote, C Freitas… - Frontiers in Marine …, 2020 - frontiersin.org
Rhodolith (maërl) beds are biodiversity hotspots with a worldwide distribution. Maërl is the
general term for free-living non-geniculate rhodoliths or coralline red algae. In southern …

The field geomorphologist in a time of artificial intelligence and machine learning

C Houser, J Lehner, A Smith - Annals of the American Association …, 2022 - Taylor & Francis
An increasing number of papers incorporate machine learning (ML) approaches to analyze
spatially and temporally rich data sets in geomorphology. These data-driven approaches …