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Spatial analytics
Projects
Investigating inter-city trade flows in contemporary and historical contexts
Impact of climate change on agriculture
Building next-generation models to support resilient agricultural policy
Environment and sustainability
Using data science and AI to tackle environmental and climate challenges
Environmental monitoring: blending satellite and surface data
Intelligent fusion of data from satellite and in-situ surface sensors to help understand our changing planet
Shocks and resilience
Measuring policy impact in the COVID-19 crisis and building resilience against future shocks
Uncertainty quantification for black box models
Developing methods for the quantification of uncertainty in complex numerical models
Publications and software
Optimizing for Equity: Sensor Coverage, Networks, and the Responsive City
Decisions about sensor placement in cities are inherently complex, balancing social-technical, digital, and structural...
Caitlin Robinson, Rachel S. Franklin & Jack Roberts (2022) Optimizing for Equity: Sensor Coverage, Networks, and the Responsive City, Annals of the American Association of Geographers, 112:8, 2152-2173, DOI: 10.1080/24694452.2022.2077169
Events
The Northern Data Debates: Rage against the (technology) machine
Wednesday 22 Jun 2022
Time: 17:00 - 20:00
Impact stories
Interest groups
Biodiversity monitoring and forecasting
How can we best catalyse and champion the development of new AI and data-driven methods for monitoring and forecasting biodiversity change?
Bridging machine learning and behaviour models
How can we bridge data-driven and theory-driven behavioural models?
Machine learning for radio frequency applications
How do we generate robust, real-time machine learning algorithms with integrated hardware and software for radio frequency applications?
Omics data generation and analysis group
Developing rigorous and robust data science methods for curation, collection and computation of omic data sets
People
John Francis
Research Associate
Ashleigh Myall
Enrichment Student
Grant Vernham
Enrichment Student
Cindy Lim
Enrichment Student
Wole Ademola Adewole
Enrichment Student
James Murphy
Enrichment Student
Yue Li
Enrichment Student
Andrei-Leonard Nicusan
Enrichment Student