The future behaviour of glaciers in High Mountain Asia in response to climate warming Theme(s): Cryosphere, Data Assimilation, Glaciology, Machine Learning, Modelling, Remote Sensing Primary Supervisor: Dr Daniel Goldberg <Dan.Goldberg@ed.ac.uk> Institution: University of Edinburgh (School of Geosciences )
Indian Ocean ecosystems dynamics across biogeochemical provinces: A Machine Learning approach Theme(s): Earth Observation, Ecosystem processes, dynamics and functioning, Machine Learning, Neural Networks, Oceanography, Satellite Data Primary Supervisor: Fatma Jebri
Dust storms in the Sahara and Sahel: Nowcasting and its application to understanding dust emission and transport Theme(s): Air Quality, Atmosphere and Climate, Atmospheric Physics, Climate, Earth Observation, Meteorology, Remote Sensing, Satellite Data Primary Supervisor: Dr John Marsham <J.Marsham@leeds.ac.uk> Institution: University of Leeds (Met Office joint chair) (School of Earth and Environment)
Submarine volcanism from satellite imagery Theme(s): Machine Learning, Ocean colour, Optical, Remote Sensing, Satellite Data, Synthetic Aperture Radar (SAR), Tectonics, volcanology and solid Earth geophysics Primary Supervisor: Susanna Ebmeier Institution: University of Leeds (School of Earth and Environment)
Real-time Space Weather forecasting using satellite data and machine learning Theme(s): Earth Observation, Geomagnetic Field, Machine Learning Primary Supervisor: Kathy Whaler <kathy.whaler@ed.ac.uk> Institution: University of Edinburgh (School of GeoSciences)
Understanding the role of Antarctic sea ice in dense water formation and heat and carbon sequestration: from satellite altimetry to ‘big data’ analysis Theme(s): Advanced Computing, Altimetry, Climate, Cryosphere, Machine Learning, Modelling, Oceanography, Remote Sensing, Sea Ice Primary Supervisor: Alice Marzocchi <alice.marzocchi@noc.ac.uk> Institution: National Oceanography Centre
Detecting and modelling transient crustal deformation using Sentinel-1 InSAR and Machine Learning Theme(s): Artificial Intelligence, Interferometry, Machine Learning, Modelling, Remote Sensing, Satellite Data, Synthetic Aperture Radar (SAR), Tectonics, volcanology and solid Earth geophysics Primary Supervisor: Tim Wright <t.j.wright@leeds.ac.uk> Institution: University of Leeds (School of Earth and Environment)
Falling Basins: revealing hidden faults from patterns of land subsidence from water extraction using Earth Observation data Theme(s): Geographic Information Systems, Hydrology, Interferometry, Remote Sensing, Satellite Data, Sedimentology, geomorphology and basin analysis, Synthetic Aperture Radar (SAR), Tectonics, volcanology and solid Earth geophysics Primary Supervisor: Dr. John Elliott <j.elliott@leeds.ac.uk> Institution: University of Leeds (School of Earth & Environment)
