We invite applications from qualified and highly motivated students for four fully-funded postgraduate studentships. NERC doctoral training is delivered in partnership with a number of univeristies and other partners. Applications for the projects below close in early January 2021.
Seeing the Northern Lights at the equator? Predicting the next reversal of Earth's magnetic field Summary: Apply recent advances in Machine Learning or Deep Learning to the prediction of Earth’s magnetic field. A trained neural network may be able to spot patterns in the data that have so far either not been noticed or have been too complex to interpret; such networks may be able to supply accurate short-time forecasts of the internally generated magnetic field. |
University of Leeds Apply by 5th Jan 2021 |
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Summary: New magnetotelluric data will enhance our knowledge of the electrical conductivity structure of the British Isles, enabling better assessment of the threat to infrastructure from space weather. |
University of Edinburgh Apply by 7th Jan 2021 |
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Sonar or Magnetism: exploring bat migration using a data science approach Summary: The project will use a data science approach to explore how bats use information from Earth's magnetic field to navigate during long-term migration. |
University of St. Andrews Apply by 8th Jan 2021 |
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Real-time Space Weather forecasting using satellite data and machine learning Summary: There are many potential sources of information which could be used to predict a space weather event including human-made forecasts, magnetic field measurements, solar disc imagery and data from geostationary satellites. We seek to combine such information to improve the real-time automation of forecasts of space weather between 1 to 72 hours ahead of time, aiding efforts to reduce the space weather hazard to ground- and space-based technological infrastructure. |
University of Edinburgh
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