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Centre of Excellence in Environmental Data Science

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  1. 2025
  2. E-pub ahead of print

    Active and passive pathways of nutrient transfer in coral reef ecosystems

    Dunn, R. E., Graham, N. A. J., Jeannot, L.-L., Karkarey, R., Gonzalez-Barrios, F. J., Lange, I. D., Fillol, J. R., Roche, R., Stuhr, M. & Benkwitt, C. E., 30/05/2025, (E-pub ahead of print) In: Coral Reefs.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    IDEAL: Interpretable-by-Design ALgorithms for learning from foundation feature spaces

    Angelov, P., Kangin, D. & Zhang, Z., 14/04/2025, In: Neurocomputing. 626, 129464.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Classifying early apple scab infections in multispectral imagery using convolutional neural networks

    Bleasdale, A. & Whyatt, D., 31/03/2025, In: Artificial Intelligence in Agriculture. 15, 1, p. 39-51 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Functional Time Series Analysis and Visualization Based on Records

    Martinez Hernandez, I. & Genton, M. G., 31/03/2025, In: Journal of Computational and Graphical Statistics. 34, 1, p. 72-83 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Anthropogenic Water Withdrawals Modify Freshwater Inorganic Carbon Fluxes across the United States

    Flint, E. M., Ascott, M. J., Gooddy, D. C., Stahl, M. O. & Surridge, B. W. J., 4/03/2025, In: Environmental Science and Technology. 59, 8, p. 3949-3960 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Extreme value methods for estimating rare events in Utopia: EVA (2023) Conference Data Challenge: Team Lancopula Utopiversity

    André, L., Campbell, R., Farrell, A., D’Arcy, E., Healy, D., Kakampakou, L., Murphy, C., Murphy-Barltrop, C. J. R. & Speers, M., 1/03/2025, In: Extremes. 28, 1, p. 23-45 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    A short history of philosophies of hydrological model evaluation and hypothesis testing

    Beven, K. J., 28/02/2025, In: Wiley Interdisciplinary Reviews: Water. 12, 1, e1761.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  9. Published

    Observer-Based Adaptive Robust Actor–Critic Learning Saturated <i>PID</i> Controller for a Class of Euler–Lagrange Robotic Systems With Guaranteed Performance: Theory and Practice

    Elhaki, O., Shojaei, K., Chatraei, A. & Montazeri, A., 28/02/2025, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 55, 2, p. 1400-1412 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Island restoration to rebuild seabird populations and amplify coral reef functioning

    Dunn, R. E., Benkwitt, C. E., Maury, O., Barrier, N., Carr, P. & Graham, N. A. J., 1/02/2025, In: Conservation Biology. 39, 1, p. e14313

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    The UK and the Antarctic Environment: Written evidence submitted by NERC ECORISC PhD researchers

    Hart, L., Bailes, I., Dosunmu, O., Sweetman, A., Mason, F., Robinson-Smith, C., Jones, L., Tarring, E., Hulme, H. & D'Souza, J., 16/01/2025, 10 p.

    Research output: Other contribution

  12. Published

    Automatic locally stationary time series forecasting with application to predicting UK gross value added time series

    Killick, R., Knight, M. I., Nason, G. P., Nunes, M. A. & Eckley, I. A., 13/01/2025, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 74, 1, p. 18-33 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Emergent patterns of reef fish diversity correlate with coral assemblage shifts along the Great Barrier Reef

    González-Barrios, F. J., Keith, S. A., Emslie, M. J., Ceccarelli, D. M., Williams, G. J. & Graham, N. A. J., 13/01/2025, In: Nature Communications. 16, 1, 303.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. E-pub ahead of print

    Formation Producing Control of Multi-Quadcopter Systems Under the Cloud Access

    Sadeghzadeh Nokhodberiz, N., Ghahramani-Tabrizi, M.-R. & Montazeri, A., 31/12/2025, In: IEEE Access. 13, p. 10870-10882 13 p., Access-2024-47145.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection

    Ward, K., Dilillo, G., Eckley, I. & Fearnhead, P., 2/01/2025, In: Journal of the American Statistical Association. 120, 549, p. 7-19 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Rhizosheath formation in cover crop species: the roles of species diversity, water availability, and temporal dynamics

    McBride-Serrano, C., 2025, Lancaster University. 153 p.

    Research output: Thesis › Doctoral Thesis

  17. 2024
  18. Published

    An explainable approach to deep learning from CT-scans for Covid identification

    Soares, E., Angelov, P. & Zhang, Z., 31/12/2024, In: Evolving Systems. 15, 6, p. 2159-2168 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Changepoint Detection on Daily Home Activity Pattern: A Sliced Poisson Process Method

    Martinez Hernandez, I. & Killick, R., 31/12/2024, In: Biometrics. 80, 4, ujae114.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Drivers of nutrient intakes from fisheries in French Polynesia

    Hamilton, M., Maire, E., Monteil, C., Vane, V., Graham, N. A. J., Brun, V., Robinson, J. P. W., Claudet, J., Parravicini, V. & Hicks, C. C., 31/12/2024, In: Ecosystems and People. 20, 1, 2351385.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Quantum Face Recognition with Multi-Gate Quantum Convolutional Neural Network

    Zhu, Y., Bouridane, A., Celebi, M. E., Konar, D., Angelov, P., Ni, Q. & Jiang, R., 31/12/2024, In: IEEE Transactions on Artificial Intelligence. 5, 12, p. 6330-6341 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Self-Adaptive Systems Challenges in Delivering Object-Based Media

    Porter, B., Dean, P., Race, N., Lomas, M. & Ramdhany, R., 2/12/2024, 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  23. Published

    Environmental impacts of floating solar panels on freshwater systems and their techno-ecological synergies

    M G Rocha, S., Armstrong, A., Thackeray, S. J., Hernandez, R. R. & M Folkard, A., 1/12/2024, In: Environmental Research: Infrastructure and Sustainability. 4, 4, 042002.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  24. Published

    Measuring the association between the opening of a new multi-national restaurant with young people's eating behaviours

    Moore, H., O'Malley, C., Lloyd, S., Eskandari, F., Rose, K., Butler, M., Townshend, T. G., Brown, H., Clarkson, D. & Lake, A., 1/12/2024, In: Appetite. 203, 107651.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    WALDATA: Wavelet transform based adversarial learning for the detection of anomalous trading activities

    Safa, K., Belatreche, A., Ouadfel, S. & Jiang, R., 1/12/2024, In: Expert Systems with Applications. 255, Part C, 124729.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Assessing the effect of offline topography on electrical resistivity measurements: insights from flood embankments

    White, A., Boyd, J., Wilkinson, P., Unwin, H. E., Wookey, J., Kendall, J. M., Binley, A. & Chambers, J., 30/11/2024, In: Geophysical Journal International. 239, 2, p. 1117-1132 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Degree distributions in networks: beyond the power law

    Lee, C., Eastoe, E. & Farrell, A., 30/11/2024, In: Statistica Neerlandica. 78, 4, p. 702-718 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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