Long-term autonomy, agri-robotics, robotic navigation and mapping, Human-Robot Interaction

Transparency, knowledge graphs, provenance, Large Language Models, carbon accounting

Human-Robot Interaction, cognitive robotics, Machine Learning, long-term autonomy

Urban agriculture, sustainability, rewilding

Machine Learning, domain adaptation, lifelong learning, foundation models, multi-modal learning, AI for food packaging, yield forecasting, vertical farming

Environmental modelling

Signal and information processing related to climate change and sustainability, including energy efficiency, demand flexibility, and e-mobility

Trustworthy AI for NetZero especially w.r.t Energy end-use, non-intrusive load monitoring, quantifying carbon and GHG emissions

Application of AI to tackling the antimicrobial resistance problem in sustainable agricultural production and technologies

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Marine optics and remote sensing

Geospatial data, AI and the application to ESG regulations

Machine Learning, data science, computational statistics

Biodiversity, population & conservation genetics; genomics; aquaculture impacts; fisheries management

Nitrogen use efficiency, photosynthesis, high throughput phenotyping, crop breeding

Multi-robot and human-robot teaming, behaviour mining, data-backed decision making

Machine Learning, knowledge representation and reasoning, and their applications in image, video, spectra and text data analyses

Machine Learning, Deep Learning, Computer Vision, learning without labels

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Environmental/elemental metrology, understanding plant-soil interactions and improved soil management

Automated health and welfare detection, environmental impact of agri-food systems, animal resilience, simulation modelling

Computational biology, microbiology, One Health, phylogenetics, evolution, ecology

Biodiversity, modelling, land use change, sustainable agriculture

Robot learning, Machine Learning, Artificial Intelligence

Bioinformatics, genomics, ecology, evolution, biodiversity

Argumentation, multi-agent systems, trust, decision-making

Bioacoustics, acoustic engineering, ultrasonics, sustainable engineering, microscopy

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Evolutionary ecology of social behaviour, ecology of pollination; insect neurogenomics

Signal processing, image processing, video processing, hyperspectral imaging, artificial intelligence, Machine Learning, Deep Learning, image stitching, mathematical morphology

Soil organic matter and nutrient dynamics, systems modelling

Agri-robotics, Human-Robot Interactions, Human-Centered Automation, Artificial Intelligence

Sustainable and healthy diets, food choice

Machine Learning, multimodal systems, large scale forecasting, yield forecasting and optimisation

Computer and Machine Vision, remotesensing, hyperspectral imaging, precision farming

Artificial Intelligence

Groundwater, geochemistry, water resources

Computer Vision, multiple-object tracking, re-identification, behaviour analysis, Deep Learning

Sensor systems, AI and data analytics

Food safety and security, analytical chemistry, mass spectrometry, AI and chemometric modelling

Ecosystem functioning and resilience, biodiversity, rewilding and nature recovery, wetland restoration, carbon dynamics

Explainable AI, computer vision, plant phenotyping, decision making

Futures, architecture, design, landscape, cities, sustainability, net-zero, climate emergency, anthropocene, agriculture, art, heritage