Don Grainger

Research Interests

The principal focus of Earth Observation Data Group is the retrieval of atmospheric properties (e.g. temperature, pressure, trace gas concentrations, aerosol and cloud properties) from data gathered by Earth Observing satellites. We use these data to address problems as diverse as: climate induced changes in cloud properties, interaction of aerosol and cloud, volcanic emissions of ash and trace gases (SO2). Our work uses radiative transfer to solve inverse problems. Techniques include AI algorithms as well as optimal estimate solutions. Emphasis is given on including a quantification of the uncertainty in the atmospheric property of interest.

 

Qualifications and Experience

BSc, MSc, PhD 20+ years of lecturing Physics courses, supervised 22 PhD students

Personal Research Keywords

aerosol, cloud, remote sensing, volcanic plume,ash, trace gas

Key Stream Themes

Atmosphere

Clouds and Aerosols

Volcanology, Seismology and Active Tectonics

Artificial Intelligence and Machine Learning

Data Science

Contact Details

Atmosphere Clouds and Aerosols
Volcanology, Seismology and Active Tectonics
Artificial Intelligence and Machine Learning Data Science
Cross-stream Themes Dynamic Earth, Surface Processes and Natural Hazards The Physical Climate System
Physics