1 citations · 3 across the 3 of their papers we have counts for
3 papers
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring
Amin Shoari Nejad, Rocío Alaiz-Rodríguez, Gerard D. McCarthy +3
Environmental monitoring is crucial to our understanding of climate change, biodiversity loss and pollution. The availability of large-scale spatio-temporal data from sources such…
A noisy-input generalised additive model for relative sea-level change along the Atlantic coast of North America
Maeve Upton, Andrew Parnell, Andrew Kemp +3
We propose a Bayesian, noisy-input, spatial-temporal generalised additive model to examine regional relative sea-level (RSL) changes over time. The model provides probabilistic est…
Vector Time Series Modelling of Turbidity in Dublin Bay
Amin Shoari Nejad, Gerard D. McCarthy, Brian Kelleher +2
Turbidity is commonly monitored as an important water quality index. Human activities, such as dredging and dumping operations, can disrupt turbidity levels and should be monitored…