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Centre of Excellence in Environmental Data Science

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  1. Resolving the ‘dual-extraction bottleneck’ in transcriptomics for a deep understanding of host-microbe interactions

    Zarate Potes, A. (Principal Investigator)

    29/11/21 → 29/11/22

    Project: Research

  2. "UKRI Interdisciplinary Circular Economy Centre For Mineral-based Construction Materials"

    Quinton, J. (Principal Investigator)

    Engineering and Physical Sciences Research Council

    1/01/21 → 31/03/25

    Project: Research

  3. DemAI: AI Democracy - Go Beyond the Clouds

    Jiang, R. (Principal Investigator)

    15/06/22 → 15/09/22

    Project: Research

  4. AKT with Solar Energy UK

    Armstrong, A. (Principal Investigator)

    Innovate UK, Solar Energy UK

    1/12/22 → 31/03/23

    Project: Research

  5. BBC Prosperity Partnership - Future Personalised Object-Based Media Experiences Delivered at Scale Anywhere

    Elkhatib, Y. (Co-Investigator), Race, N. (Principal Investigator) & Porter, B. (Co-Investigator)

    Engineering and Physical Sciences Research Council

    1/10/21 → 30/09/26

    Project: Research

  6. BEEBOX v2: Acoustic and environmental sensors to maximise lifespan and utility of commercial pollinators.

    Donkersley, P. (Principal Investigator) & Roberts, J. (Principal Investigator)

    1/09/22 → 31/12/23

    Project: Research

  7. B-EGI: Bio-Enhanced Genetic Improvement for Emergent Software Systems

    Porter, B. (Principal Investigator)

    The Leverhulme Trust

    1/03/23 → 5/11/26

    Project: Research

  8. Behaviourally-mediated shifts in reef fish communities following severe disturbance

    Keith, S. (Principal Investigator)

    NERC

    1/11/19 → 30/04/24

    Project: Research

  9. BIOCLIMATE: BIOdiversity responses to CLIMAte and land-uses change in Tropical forest Ecosystems

    De Sousa Miranda, L. (Research Associate) & Barlow, J. (Principal Investigator)

    1/01/20 → 31/12/24

    Project: Research

  10. Brazil-UK Partnership: New Bioactives for a Healthy Gut, targeting the gut microbiota

    Benedetto, A. (Principal Investigator) & Zarate Potes, A. (Co-Investigator)

    BBSRC

    1/06/22 → 31/05/26

    Project: Research

  11. Bugging Our Models: incorporating novel and stress-induced emissions of plants

    Ashworth, K. (Principal Investigator)

    The Royal Society

    1/04/21 → 9/09/24

    Project: Research

  12. Can Image Analysis and DNA sequencing be integrated to describe ecological structure?

    Bush, A. (Principal Investigator)

    The Royal Society

    31/03/21 → 30/03/22

    Project: Research

  13. Can increased plant diversity restore soil-associated ecosystem services in agroecosystems experiencing variable rainfall patterns?

    McBride-Serrano, C. (PhD Student)

    1/10/21 → 31/03/25

    Project: Research

  14. Can ruralising urban areas through greening and growing create a healthy, sustainable & resilient food system?

    Davies, J. (Principal Investigator) & Liu, L. (Principal Investigator)

    1/01/19 → 31/12/21

    Project: Research

  15. CASE: Envision: Low Carbon Ltd - Hollie Blaydes

    Ostle, N. (Principal Investigator) & Armstrong, A. (Co-Investigator)

    Low Carbon Limited

    1/10/19 → 31/12/23

    Project: Research

  16. CiFR-Lancaster (Cumbria innovative Flood Resilience)

    Chappell, N. (Principal Investigator), Tych, W. (Co-Investigator) & Beven, K. (Co-Investigator)

    Environment Agency

    1/03/22 → 31/03/27

    Project: Research

  17. Comparing carbon budgets for different land use options (C10)

    Armstrong, A. (Principal Investigator)

    DEFRA

    1/03/23 → 31/03/25

    Project: Research

  18. Concrete Impacts: A Supply Chain and Life Cycle Analysis of the US Military's Environmental Footprint

    Ashworth, K. (Co-Investigator), Neimark, B. (Principal Investigator) & Bigger, P. (Co-Investigator)

    ESRC

    15/10/21 → 18/01/24

    Project: Research

  19. Concrete Impacts: A Supply Chain and Life Cycle Analysis of the US Military's Environmental Footprint

    Neimark, B. (Principal Investigator) & Ashworth, K. (Principal Investigator)

    15/10/21 → 14/10/22

    Project: Research

  20. Control and Navigation of Cooperative Unmanned Aerial Systems for Characterisation of Environmental Processes

    Montazeri, A. (Principal Investigator) & James, M. (Co-Investigator)

    1/02/22 → 1/08/25

    Project: Research

  21. Designing Biodiversity Markets for Nature Recovery

    Bush, A. (Principal Investigator)

    NERC

    1/04/22 → 30/10/22

    Project: Research

  22. Detecting soil degradation and restoration through a novel coupled sensor and machine learning framework

    Killick, R. (Co-Investigator), Quinton, J. (Principal Investigator), Nemeth, C. (Co-Investigator), Davies, J. (Co-Investigator), James, M. (Co-Investigator) & Gong, M. (Research Associate)

    NERC

    31/01/20 → 16/09/24

    Project: Research

  23. Detecting soil degradation and restoration through a novel coupled sensor and machine learning framework (extension)

    Killick, R. (Co-Investigator) & Quinton, J. (Principal Investigator)

    15/01/23 → 14/07/24

    Project: Research

  24. DN424739 - CA19-1 Urban outdoor air quality modelling

    Wild, O. (Principal Investigator)

    Met Office

    6/01/20 → 31/03/22

    Project: Research

  25. DSI : BIAS: Responsible AI for Labour Market Equality

    Hu, Y. (Co-Investigator), Knowles, B. (Co-Investigator) & Tarafdar, M. (Principal Investigator)

    ESRC

    1/02/20 → 31/01/24

    Project: Research

  26. DSI : STOR-i - Optimising In-Store Price Reductions - Katie Howgate

    Fairbrother, J. (Principal Investigator) & Nemeth, C. (Co-Investigator)

    Tesco Stores Ltd

    1/05/22 → 30/04/25

    Project: Research

  27. DSI: Centre for Polar Observation and Monitoring

    McMillan, M. (Principal Investigator)

    NERC

    1/11/18 → 31/03/22

    Project: Research

  28. DSI: Design Principles and Responsible Innovation for a Sustainable Digital Economy (Paris-DE)

    Blair, G. (Principal Investigator), Knowles, B. (Co-Investigator), Widdicks, K. (Co-Investigator) & Smith, M. (Research Associate)

    Engineering and Physical Sciences Research Council

    1/09/21 → 28/02/25

    Project: Research

  29. DSI: Effective Diagnosis and Treatment of Age-related Disease Through Time-varying Modelling

    Kerns, J. (Co-Investigator), Killick, R. (Principal Investigator), Gaffney, C. (Co-Investigator) & Holland, C. (Co-Investigator)

    Engineering and Physical Sciences Research Council

    1/03/21 → 30/09/24

    Project: Research

  30. DSI: FORest CiTizenship for disaster rEsilence: learning from COVID-19 (FORTE)

    Parry, L. (Principal Investigator), Fraser, J. (Co-Investigator), Souza Santos, A. (Co-Investigator), Martins, R. (Co-Investigator), Newton, P. (Co-Investigator), Lotta, G. (Co-Investigator), Fonseca-Morello, T. (Co-Investigator), Barberia, L. (Co-Investigator), Scanlan Lyons, C. (Co-Investigator), Torres, M. (Co-Investigator), Orellana, J. D. Y. (Co-Investigator), di Giulio, G. (Co-Investigator), Rivero, S. (Co-Investigator), Jacaúna, T. (Co-Investigator), Paiva, M. (Co-Investigator), Fernandes, D. (Co-Investigator), Machado, D. (Co-Investigator) & Carletti, R. (Co-Investigator)

    ESRC

    1/04/22 → 31/08/25

    Project: Research

  31. DSI: Fundamental Data Records for Altimetry (FDR4ALT)

    McMillan, M. (Principal Investigator)

    European Space Agency

    1/11/19 → 30/06/22

    Project: Research

  32. DSI: Monitoring and predicting the effects of climate change on crop yields

    Davies, J. (Co-Investigator) & Blair, G. (Principal Investigator)

    NERC

    1/02/19 → 31/07/20

    Project: Research

  33. DSI: Nursery management to enhance climate resilience of transplanted trees

    Dodd, I. (Principal Investigator) & Killick, R. (Co-Investigator)

    Forestry Commission

    11/10/21 → 27/03/22

    Project: Research

  34. DSI: Nursery management to enhance climate resilience of transplanted trees

    Killick, R. (Principal Investigator)

    Forestry Commission

    11/10/21 → 27/03/22

    Project: Research

  35. DSI: Quantum Imaging for Monitoring of Wellbeing & Disease in Communities

    Killick, R. (Principal Investigator)

    Engineering and Physical Sciences Research Council

    1/06/21 → 31/05/26

    Project: Research

  36. DSI: QUENCH Network: A why do we dig gardens?

    Ashworth, K. (Principal Investigator) & Halsall, C. (Co-Investigator)

    1/04/22 → 31/10/22

    Project: Research

  37. DSI: STOR-i - Spatio-Temporal Modelling of COVID Prevalence Scenarios - Jordan Hood

    Euan, C. (Principal Investigator) & Eckley, I. (Co-Investigator)

    Office for National Statistics

    1/10/21 → 30/09/24

    Project: Research

  38. DSI: STOR-i: Statistical modelling of extreme sea surface temperatures and marine heatwaves - Kajal Dodhia

    Euan, C. (Principal Investigator)

    EDF Energy RandD UK Centre Ltd

    1/10/24 → 30/09/27

    Project: Research

  39. DSI: Trustworthy and Accountable Decision-Making Frameworks for Biodiversity - A Virtual Labs based Approach

    Armstrong, A. (Co-Investigator), Knowles, B. (Co-Investigator) & Bebbington, J. (Principal Investigator)

    NERC

    12/08/22 → 11/02/26

    Project: Research

  40. DSI: Why is lower stratospheric ozone not recovering?

    Hossaini, R. (Principal Investigator)

    NERC

    1/01/22 → 31/08/25

    Project: Research

  41. Eco-geomorphological evolution of nascent saltmarshes on a hard engineered coastline

    Folkard, A. (Principal Investigator)

    1/01/22 → 31/12/22

    Project: Research

  42. Eco-geomorphological evolution of nascent saltmarshes on a hard engineered coastline

    Folkard, A. (Principal Investigator)

    British Society for Geomorphology

    1/01/22 → 31/12/22

    Project: Research

  43. Ecological function on restored coral reefs (Tim Gordon)

    Graham, N. (Principal Investigator) & Lamont, T. (Co-Investigator)

    Royal Commission for the Exhibition of 1851

    31/12/21 → 30/06/25

    Project: Research

  44. Ecology of Fish Nutrients on Coral Reefs

    Graham, N. (Principal Investigator)

    The Royal Society

    5/10/20 → 4/10/25

    Project: Research

  45. Ecology of Fish Nutrients on Coral Reefs - Additional Funding

    Graham, N. (Principal Investigator)

    5/10/20 → 4/10/24

    Project: Research

  46. Ecosystem service impacts of Greek solar parks

    Armstrong, A. (Principal Investigator)

    National Energy Holdings Ltd

    18/10/22 → 17/10/24

    Project: Research

  47. Effects of climate change on forest security and sustainability in the Caatinga (Brazil)

    Melo, F. (Principal Investigator) & Parry, L. (Principal Investigator)

    1/01/21 → 31/12/23

    Project: Research

  48. Electrical imaging of potato crop irrigation

    Binley, A. (Principal Investigator)

    McCain Foods

    1/07/21 → 31/08/21

    Project: Research

  49. Electrical imaging of surfactant transport in soils

    Binley, A. (Principal Investigator)

    Amega Sciences plc

    1/02/20 → 28/02/21

    Project: Research

  50. Empowering Women in Employment: Bridging the Gender Gap

    Yu, W. (Principal Investigator), Mortimer, C. (Co-Investigator), Li, A. (Co-Investigator), Chen, H. (Co-Investigator), Grefe, I. (Co-Investigator) & Wan, Y. (Co-Investigator)

    22/12/23 → 21/12/24

    Project: Other

  51. Enhanced Research Expenses for Royal Society Research Fellows

    Graham, N. (Principal Investigator)

    1/09/21 → 4/10/25

    Project: Research

  52. ENVISION - Catrin Eden - Understanding how habitat quality, insect abundance and aquatic subsidies impact population change in a rapidly declining bird

    Sharp, S. (Principal Investigator)

    Natural England

    1/10/21 → 31/03/25

    Project: Research

  53. PAFS: EPSRC IAA Funded Parliamentary Academic Fellow

    Donkersley, P. (Principal Investigator) & Carver, L. (Co-Investigator)

    1/08/19 → 31/12/21

    Project: Research

  54. Explainable AI for UK agricultural land use decision-making

    Atkinson, P. (Principal Investigator), Atkinson, P. (Principal Investigator) & Nemeth, C. (Co-Investigator)

    NERC

    1/12/19 → 30/11/20

    Project: Research

  55. Explainable AI for UK agricultural land use decision-making

    Atkinson, P. (Principal Investigator), Nemeth, C. (Co-Investigator), Zhang, C. (Co-Investigator) & Atkinson, P. (Principal Investigator)

    NERC

    1/12/19 → 30/11/20

    Project: Research

  56. Face2Gene: Genetic Identity behind Deep Facial Features

    Jiang, R. (Principal Investigator)

    The Leverhulme Trust

    1/08/19 → 28/02/21

    Project: Research

  57. Fault-Tolerant Visual Servoing Control of a Hydraulically Actuated Manipulator

    Montazeri, A. (Principal Investigator)

    1/10/21 → 1/07/25

    Project: Research

  58. Fisheries Transitions for Future Coral Reefs

    Robinson, J. (Principal Investigator)

    The Leverhulme Trust

    1/09/20 → 31/08/23

    Project: Research

  59. From DO3SE to DnO2SE: Modelling the Impacts of Atmospheric NO2 on Urban Crops

    Ashworth, K. (Principal Investigator)

    The Royal Society

    1/03/20 → 9/09/24

    Project: Research

  60. From Loss to Renewal: Biodiversity-Centered Restoration in Amazonia

    De Sousa Miranda, L. (Principal Investigator)

    Ramboll Foundation

    1/12/23 → 31/12/25

    Project: Research

  61. From luxury fish to staple seafood: tracing the making of the Scottish farmed salmon market

    Fernandes, J. (Principal Investigator) & Robinson, J. (Co-Investigator)

    1/12/22 → 1/10/23

    Project: Research

  62. GCRF and Newton Consolidation Accounts Lancaster University

    Quinton, J. (Co-Investigator), Barlow, J. (Co-Investigator), Heathwaite, L. (Principal Investigator), Stowell, A. (Co-Investigator), Semple, K. (Co-Investigator), Heathwaite, L. (Principal Investigator), Lopez-Galviz, C. (Co-Investigator), Zografos, K. (Co-Investigator), Giorgi, E. (Co-Investigator), Tsekleves, E. (Co-Investigator), Tsekleves, E. (Co-Investigator) & Sutanto, J. (Co-Investigator)

    UKRI

    1/04/22 → 31/03/23

    Project: Research

  63. Google Summer of Code 2021

    Killick, R. (Principal Investigator)

    1/05/21 → 31/08/21

    Project: Research

  64. GREEN CDT Studentship - The electrochemistry of Ag(II) and its application in spent fuel dissolution

    Boxall, C. (Principal Investigator) & Andrieux, F. (Co-Investigator)

    United Kingdom National Nuclear Laboratory

    1/10/22 → 30/09/26

    Project: Research

  65. H2020 : Transforming Unsustainable management of soils in key agricultural systems in EU and China: developing an integrated platform of alternatives to reverse soil degradation. (TUdi)

    Ostle, N. (Principal Investigator), Quinton, J. (Co-Investigator) & Dodd, I. (Co-Investigator)

    European Commission

    1/07/21 → 30/06/25

    Project: Research

  66. H2020: SUPERB

    Bush, A. (Principal Investigator)

    European Commission

    1/12/21 → 30/11/25

    Project: Research

  67. HEICCAM: The Health and Equity Impacts of Climate Change Mitigation Measures on Indoor and Outdoor Air Pollution Exposure

    Wild, O. (Principal Investigator)

    NERC

    1/09/20 → 31/12/24

    Project: Research

  68. Honey Bee Municipal Pesticide Exposure

    Mazza, N. (Co-Investigator) & Donkersley, P. (Principal Investigator)

    British Beekepers Association

    1/08/19 → 31/12/20

    Project: Research

  69. Horizon Europe - HYDRA: Hydrogen Economy Benefits and Risks: Tools Development and Policies Implementation to Mitigate Possible Climate Impacts

    Wild, O. (Principal Investigator) & Hossaini, R. (Co-Investigator)

    UKRI

    1/11/23 → 31/10/27

    Project: Research

  70. IAA - AHRC Impact Acceleration Account

    Rushton, R. (Co-Investigator), Stead, M. (Co-Investigator), Perez Ojeda, D. (Co-Investigator), Brook, R. (Co-Investigator), Baker, C. (Co-Investigator), Fagan, D. (Co-Investigator), Cousins, E. (Co-Investigator), Casey, S. (Co-Investigator), Halliday, E. (Co-Investigator), Flint, A. (Co-Investigator), Jarvis, H. (Co-Investigator), Bye, D. (Co-Investigator), Costa, A. (Co-Investigator), Edmonds, F. (Co-Investigator), Donkersley, P. (Co-Investigator), Findlay, A. (Co-Investigator), Bushell, S. (Co-Investigator), Gillen, J. (Principal Investigator), Tsekleves, E. (Co-Investigator), Tsekleves, E. (Co-Investigator), Newton, R. (Co-Investigator), Ruston, S. (Co-Investigator), Griffiths, R. (Co-Investigator), Davies, J. (Co-Investigator) & Bennett, B. (Co-Investigator)

    AHRC

    1/04/22 → 31/03/26

    Project: Research

  71. IAA: BEEBOX v2:

    Donkersley, P. (Principal Investigator)

    Low Carbon Limited

    16/09/22 → 30/06/24

    Project: Research

  72. IAA: BEEBOX v2:

    Donkersley, P. (Principal Investigator)

    Agrisound

    16/09/22 → 30/06/24

    Project: Research

  73. IAA: Scoping out the potential for a solar park ecological impacts virtual lab

    Knowles, B. (Co-Investigator), Armstrong, A. (Co-Investigator) & Blair, G. (Principal Investigator)

    Eden Renewables

    1/08/21 → 30/06/22

    Project: Research

  74. IAA: Sustainable Soils in Construction

    Quinton, J. (Principal Investigator), O'Riordan, R. (Co-Investigator) & Davies, J. (Co-Investigator)

    Lancaster City Council

    1/08/21 → 31/03/22

    Project: Research

  75. IAA: Sustainable Soils in Construction (Cornwall Council)

    Davies, J. (Co-Investigator), Quinton, J. (Principal Investigator) & O'Riordan, R. (Co-Investigator)

    Cornwall Council

    1/08/21 → 31/03/22

    Project: Research

  76. IAA: The Power For Nature research, innovation and training hub

    Armstrong, A. (Principal Investigator)

    Low Carbon Limited

    1/10/23 → 31/03/25

    Project: Research

  77. IAA: The Power For Nature research, innovation and training hub

    Armstrong, A. (Principal Investigator)

    Solar Energy UK

    1/10/23 → 31/03/25

    Project: Research

  78. IAA: Water Quality Impacts Floating Solar - EPSRC Code

    Armstrong, A. (Principal Investigator)

    Thames Water

    15/04/19 → 31/03/20

    Project: Research

  79. ICECOMM : Commercialising a system to improve maritime safety with artificially intelligent iceberg and sea ice detection

    Stott, J. (Principal Investigator)

    STFC

    1/11/23 → 31/01/26

    Project: Research

  80. Identifying seeds of transformational change in Amazonia

    Barlow, J. (Principal Investigator), Parry, L. (Co-Investigator) & Ferreira, J. (Co-Investigator)

    1/04/21 → 31/03/22

    Project: Research

  81. Identifying the Wintering Grounds of Common Sandpipers in the UK using Stable Isotope Analysis

    Sharp, S. (Principal Investigator)

    International Wader Study Group

    1/08/19 → 31/07/20

    Project: Research

  82. Impacts of air pollution and climate change on floral VOC signals

    Ashworth, K. (Principal Investigator)

    NERC

    1/12/19 → 1/06/23

    Project: Research

  83. Implications of nutrient flow and feedbacks across the seabird-island-reef system

    Graham, N. (Principal Investigator)

    The Bertarelli Foundation

    1/09/21 → 31/03/26

    Project: Research

  84. IMPROVE : Innovative Multi-disciPlinary European Research training netwOrk on VolcanoEs

    James, M. (Principal Investigator), Lane, S. (Co-Investigator) & Gilbert, J. (Co-Investigator)

    European Commission

    1/09/21 → 31/08/25

    Project: Research

  85. INHALE : Advances in halocarbon research to ensure success of the next phase of the Montreal Protocol in protecting the ozone layer and climate

    Hossaini, R. (Principal Investigator)

    NERC

    1/12/22 → 30/10/26

    Project: Research

  86. Integrating Finance and Biodiversity (IFB): Phase II Programme

    Armstrong, A. (Principal Investigator)

    NERC

    1/01/24 → 31/03/26

    Project: Research

  87. Integrating new statistical frameworks into eDNA survey and analysis at the landscape scale

    Bush, A. (Principal Investigator)

    NERC

    1/02/20 → 30/09/22

    Project: Research

  88. ISF : The Phoenix Rises

    Ashworth, K. (Principal Investigator)

    Arts Council England

    15/03/21 → 19/08/22

    Project: Research

  89. Knowledge Transfer partnership with Jeremy Benn Associates Ltd

    Blair, G. (Principal Investigator) & Dean, G. (Co-Investigator)

    Innovate UK

    3/05/19 → 31/08/21

    Project: Research

  90. KTP with Clarkson & Woods Ltd

    Sharp, S. (Co-Investigator) & Armstrong, A. (Principal Investigator)

    Innovate UK

    1/12/21 → 31/05/23

    Project: Research

  91. KTP with Clarkson and Woods Ltd

    Sharp, S. (Co-Investigator) & Armstrong, A. (Principal Investigator)

    Clarkson and Woods

    1/12/21 → 31/05/23

    Project: Research

  92. KTP with Lake District Farmers

    Davies, J. (Co-Investigator), Bebbington, J. (Co-Investigator) & Quinton, J. (Principal Investigator)

    Innovate UK

    19/04/23 → 18/07/25

    Project: Research

  93. KTP with Lake District Farmers

    Quinton, J. (Principal Investigator), Bebbington, J. (Co-Investigator) & Davies, J. (Co-Investigator)

    Lake District Farmers Ltd

    19/04/23 → 18/07/25

    Project: Research

  94. KTP with Thames Water Utilities Ltd

    Armstrong, A. (Co-Investigator) & Folkard, A. (Principal Investigator)

    Innovate UK, Thames Water

    1/09/23 → 30/09/25

    Project: Research

  95. KTP with Thames Water Utilities Ltd

    Armstrong, A. (Co-Investigator) & Folkard, A. (Principal Investigator)

    1/09/23 → 30/09/25

    Project: Research

  96. Lancaster University Observational Astrophysics 2021-2024 (OAstro21)

    Hook, I. (Principal Investigator), Simmons, B. (Co-Investigator), Sobral, D. (Co-Investigator), Stott, J. (Principal Investigator) & Stott, J. (Principal Investigator)

    STFC

    1/04/21 → 31/03/25

    Project: Research

  97. Learning from each other to cope with crisis: Utilising insights from COVID-19 on health and sustainability

    Stetkiewicz, S. (Principal Investigator)

    STFC

    1/10/20 → 30/06/21

    Project: Research

  98. LSST: UK Data Release Processing funding 1 April 2024 - 31 March 2027

    Jones, R. W. L. (Principal Investigator) & Stott, J. (Co-Investigator)

    1/04/24 → 31/03/27

    Project: Research

  99. LU Cross-Faculty Research Catalyst Fund: Solar Futures

    Perez Ojeda, D. (Principal Investigator), Stead, M. (Co-Investigator) & Armstrong, A. (Co-Investigator)

    1/02/24 → 31/07/24

    Project: Research

  100. Mapping geographically co-occurrent cancers in the Morecambe Bay area for designing targeted community-based interventions.

    Sedda, L. (Principal Investigator), Keegan, T. (Co-Investigator), Atkinson, P. (Co-Investigator) & Mendes, J. (Researcher)

    1/02/22 → 1/12/24

    Project: Research

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