2 papers
cs.LG2023
Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data
Saumya Sinha, John Fasullo, R. Steven Nerem +1
Sea surface height observations provided by satellite altimetry since 1993 show a rising rate (3.4 mm/year) for global mean sea level. While on average, sea level has risen 10 cm o…
physics.ao-ph2023
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles
Saumya Sinha, John Fasullo, R. Steven Nerem +1
Satellite altimeter observations retrieved since 1993 show that the global mean sea level is rising at an unprecedented rate (3.4mm/year). With almost three decades of observations…