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 )
Using remote sensing tools to study ocean health and whale strandings Theme(s): Applied ecology, ecosystem services and conservation, Geographic Information Systems, Machine Learning, Oceanography, Remote Sensing, Satellite Data Primary Supervisor: Jen Jackson <jeck@bas.ac.uk> Institution: British Antarctic Survey (Ecosystems)
Development of Novel Rainfall Nowcasting Techniques for Southeast Asia Theme(s): Machine Learning, Meteorology, Remote Sensing, Satellite Data Primary Supervisor: Dr Cathryn Birch <C.E.Birch@leeds.ac.uk> Institution: University of Leeds (School of Earth and Environment)
Impact of humanitarian mine clearances on tropical forest carbon storage Theme(s): Applied ecology, ecosystem services and conservation, Forest, Machine Learning, Remote Sensing, Satellite Data Primary Supervisor: Gary R Watmough
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
Monitoring the Amazon’s Secondary Forests Through Earth Observations Theme(s): Applied ecology, ecosystem services and conservation, Forest, Machine Learning, Remote Sensing, Satellite Data Primary Supervisor: David Galbraith <d.r.galbraith@leeds.ac.uk> Institution: University of Leeds (School of Geography)
Next generation tools for understanding habitat change Theme(s): Applied ecology, ecosystem services and conservation, Ecosystem processes, dynamics and functioning, Machine Learning, Multispectral, Remote Sensing, Satellite Data, Vegetation Primary Supervisor: David Williams <d.r.williams@leeds.ac.uk> Institution: University of Leeds
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
