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Research

Professor Philip Jonathan

Chair in Environmental Statistics and Data Science

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  1. 2025
  2. Published

    Changes over time in the 100-year return value of climate model variables

    Leach, C., Ewans, K. & Jonathan, P., 30/04/2025, In: Ocean Engineering. 324, 120605.

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

  3. E-pub ahead of print

    Calibration of medium-range metocean forecasts for the North Sea

    Murphy, C., Towe, R. & Jonathan, P., 31/05/2025, In: Applied Ocean Research. 158, 104538.

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

  4. Published

    The SPAR Model: A New Paradigm for Multivariate Extremes: Application to Joint Distributions of Metocean Variables

    Mackay, E. B. L., Murphy-Barltrop, C. J. R. & Jonathan, P., 1/02/2025, In: Journal of Offshore Mechanics and Arctic Engineering. 147, 1, 011205.

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

  5. Published

    Reducing the CO<sub>2</sub> footprint at an LNG asset with replicate trains using operational data-driven analysis. A case study on end flash vessels

    Paleja, R., Osemwinyen, E., Jones, M., Ayoola, J., Pitchumani, R. & Jonathan, P., 31/01/2025, In: Data-Centric Engineering. 6, e1.

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

  6. 2024
  7. Published

    Practical non-stationary extreme value analysis of peaks over threshold using the generalised Pareto distribution: Estimating uncertainties in return values

    Tendijck, S., Randell, D., Feld, G. & Jonathan, P., 15/11/2024, In: Ocean Engineering. 312, 119247.

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

  8. Published

    Estimating Metocean Environments Associated with Extreme Structural Response to Demonstrate the Dangers of Environmental Contour Methods

    Speers, M., Randell, D., Tawn, J. & Jonathan, P., 1/11/2024, In: Ocean Engineering. 311, 118754.

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

  9. E-pub ahead of print

    Inference for bivariate extremes via a semi-parametric angular-radial model

    Murphy-Barltrop, C. J. R., Mackay, E. & Jonathan, P., 3/10/2024, (E-pub ahead of print) In: Extremes.

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

  10. Published

    Multivariate spatial and spatio-temporal models for extreme tropical cyclone seas

    Sando, K., Wada, R., Rohmer, J. & Jonathan, P., 1/10/2024, In: Ocean Engineering. 309, 1, 118365.

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

  11. Published

    covXtreme: MATLAB software for non-stationary penalised piecewise constant marginal and conditional extreme value models

    Towe, R., Ross, E., Randell, D. & Jonathan, P., 06/2024, In: Environmental Modelling and Software. 177, 106035.

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

  12. 2023
  13. E-pub ahead of print

    Temporal evolution of the extreme excursions of multivariate k $$ k $$ th order Markov processes with application to oceanographic data

    Tendijck, S., Tawn, J., Randell, D. & Jonathan, P., 3/12/2023, (E-pub ahead of print) In: Environmetrics.

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

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