Dr Ruth O'Donnell
- Lecturer (Statistics)
telephone:
+44 (0)141 330 6530
email:
Ruth.Haggarty@glasgow.ac.uk
R339, Mathematics and Statistics Building
Publications
2025
Colombo, Pietro, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, Yang, Xiaochen
ORCID: https://orcid.org/0000-0002-9299-5951, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Maranzano, Paolo
(2025)
Warped multifidelity Gaussian processes for data fusion of skewed environmental data.
Journal of the Royal Statistical Society: Series C (Applied Statistics),
(Accepted for Publication)
2024
Zou, Zhaoyuan, O'Donnell, Ruth ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454, Lee, Duncan
ORCID: https://orcid.org/0000-0002-6175-6800 and Wilkie, Craig
(2024)
A Computationally Efficient Spatio-Temporal Fusion Model for Reflectance Data.
In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024,
pp. 81-87.
ISBN 9783031657221
(doi: 10.1007/978-3-031-65723-8_13)
2023
Colombo, Pietro, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Yang, Xiaochen
ORCID: https://orcid.org/0000-0002-9299-5951
(2023)
A Multifidelity Framework for Wind Speed Data.
In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023,
ISBN 9783947323425
2022
Gong, M. et al. (2022) Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data. Spatial Statistics, 50, 100615. (doi: 10.1016/j.spasta.2022.100615)
2021
Gong, Mengyi, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Scott, Marian
ORCID: https://orcid.org/0000-0002-3709-0623
(2021)
State space functional principal component analysis to identify spatiotemporal patterns in remote sensing lake water quality.
Stochastic Environmental Research and Risk Assessment, 35(12),
pp. 2521-2536.
(doi: 10.1007/s00477-021-02017-w)
2020
Romano, Elvira, Diana, Andrew, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454 and O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511
(2020)
Optimally weighted L2 distances for spatially dependent functional data.
Spatial Statistics, 39,
100468.
(doi: 10.1016/j.spasta.2020.100468)
Maberly, S. C. et al. (2020) Global lake thermal regions shift under climate change. Nature Communications, 11, 1232. (doi: 10.1038/s41467-020-15108-z) (PMID:32144247) (PMCID:PMC7060244)
2019
Wilkie, C.J., Miller, C.A. ORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623, O'Donnell, R.A.
ORCID: https://orcid.org/0000-0002-3538-7511, Hunter, P.D., Spyrakos, E. and Tyler, A.N.
(2019)
Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support.
Environmetrics, 30(3),
e2549.
(doi: 10.1002/env.2549)
2018
Spyrakos, E. et al. (2018) Optical types of inland and coastal waters. Limnology and Oceanography, 63(2), pp. 846-870. (doi: 10.1002/lno.10674)
2015
O'Donnell, R. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.
ORCID: https://orcid.org/0000-0002-3709-0623
(2015)
Within Lake Clustering of High Resolution Satellite Retrievals: A Functional Data and Clustering Approach.
In: 30th International Workshop on Statistical Modelling, Johannes Kepler Universität, Linz, Linz, Austria, 6-10 Jul 2015,
O'Donnell, R.A. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A.
ORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623
(2015)
Spatially weighted functional clustering of river network data.
Journal of the Royal Statistical Society: Series C (Applied Statistics), 64(3),
pp. 491-506.
(doi: 10.1111/rssc.12082)
(PMID:25926710)
(PMCID:PMC4407953)
Finazzi, Francesco, Haggarty, Ruth ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian and Fassò, Alessandro
(2015)
A comparison of clustering approaches for the study of the temporal coherence of multiple time series.
Stochastic Environmental Research and Risk Assessment, 29(2),
pp. 463-475.
(doi: 10.1007/s00477-014-0931-2)
2014
Miller, C. ORCID: https://orcid.org/0000-0002-1857-4454, Magdalina, A.-M., Willows, R., Bowman, A.
ORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.
ORCID: https://orcid.org/0000-0002-3709-0623, Lee, D.
ORCID: https://orcid.org/0000-0002-6175-6800, Burgess, C., Pope, L., Pannullo, F. and Haggarty, R.
ORCID: https://orcid.org/0000-0002-3538-7511
(2014)
Spatiotemporal statistical modelling of long-term change in river nutrient concentrations in England & Wales.
Science of the Total Environment, 466-7,
pp. 914-923.
(doi: 10.1016/j.scitotenv.2013.07.113)
(PMID:23988742)
2013
Scott, M. ORCID: https://orcid.org/0000-0002-3709-0623, Miller, C.
ORCID: https://orcid.org/0000-0002-1857-4454, Finazzi, F. and Haggarty, R.
ORCID: https://orcid.org/0000-0002-3538-7511
(2013)
Coherency in space of lake and river temperature and water quality records.
In: SIS 2013 Statistical Conference: Advances in Latent Variables: Methods, Models and Applications, Brescia, Italy, 19-21 Jun 2013,
2012
Haggarty, R.A. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A.
ORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623, Wyllie, F. and Smith, M.
(2012)
Functional clustering of water quality data in Scotland.
Environmetrics, 23(8),
pp. 685-695.
(doi: 10.1002/env.2185)
2010
Haggarty, R. A., Ferguson, C. A., Scott, E. M. ORCID: https://orcid.org/0000-0002-3709-0623, Iroegbu, C. and Stidson, R.
(2010)
Extreme value theory applied to the definition of bathing water quality discounting limits.
Water Research, 44(3),
pp. 719-728.
(doi: 10.1016/j.watres.2009.10.007)
Articles
Colombo, Pietro, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, Yang, Xiaochen
ORCID: https://orcid.org/0000-0002-9299-5951, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Maranzano, Paolo
(2025)
Warped multifidelity Gaussian processes for data fusion of skewed environmental data.
Journal of the Royal Statistical Society: Series C (Applied Statistics),
(Accepted for Publication)
Gong, M. et al. (2022) Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data. Spatial Statistics, 50, 100615. (doi: 10.1016/j.spasta.2022.100615)
Gong, Mengyi, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Scott, Marian
ORCID: https://orcid.org/0000-0002-3709-0623
(2021)
State space functional principal component analysis to identify spatiotemporal patterns in remote sensing lake water quality.
Stochastic Environmental Research and Risk Assessment, 35(12),
pp. 2521-2536.
(doi: 10.1007/s00477-021-02017-w)
Romano, Elvira, Diana, Andrew, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454 and O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511
(2020)
Optimally weighted L2 distances for spatially dependent functional data.
Spatial Statistics, 39,
100468.
(doi: 10.1016/j.spasta.2020.100468)
Maberly, S. C. et al. (2020) Global lake thermal regions shift under climate change. Nature Communications, 11, 1232. (doi: 10.1038/s41467-020-15108-z) (PMID:32144247) (PMCID:PMC7060244)
Wilkie, C.J., Miller, C.A. ORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623, O'Donnell, R.A.
ORCID: https://orcid.org/0000-0002-3538-7511, Hunter, P.D., Spyrakos, E. and Tyler, A.N.
(2019)
Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support.
Environmetrics, 30(3),
e2549.
(doi: 10.1002/env.2549)
Spyrakos, E. et al. (2018) Optical types of inland and coastal waters. Limnology and Oceanography, 63(2), pp. 846-870. (doi: 10.1002/lno.10674)
O'Donnell, R.A. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A.
ORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623
(2015)
Spatially weighted functional clustering of river network data.
Journal of the Royal Statistical Society: Series C (Applied Statistics), 64(3),
pp. 491-506.
(doi: 10.1111/rssc.12082)
(PMID:25926710)
(PMCID:PMC4407953)
Finazzi, Francesco, Haggarty, Ruth ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian and Fassò, Alessandro
(2015)
A comparison of clustering approaches for the study of the temporal coherence of multiple time series.
Stochastic Environmental Research and Risk Assessment, 29(2),
pp. 463-475.
(doi: 10.1007/s00477-014-0931-2)
Miller, C. ORCID: https://orcid.org/0000-0002-1857-4454, Magdalina, A.-M., Willows, R., Bowman, A.
ORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.
ORCID: https://orcid.org/0000-0002-3709-0623, Lee, D.
ORCID: https://orcid.org/0000-0002-6175-6800, Burgess, C., Pope, L., Pannullo, F. and Haggarty, R.
ORCID: https://orcid.org/0000-0002-3538-7511
(2014)
Spatiotemporal statistical modelling of long-term change in river nutrient concentrations in England & Wales.
Science of the Total Environment, 466-7,
pp. 914-923.
(doi: 10.1016/j.scitotenv.2013.07.113)
(PMID:23988742)
Haggarty, R.A. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A.
ORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M.
ORCID: https://orcid.org/0000-0002-3709-0623, Wyllie, F. and Smith, M.
(2012)
Functional clustering of water quality data in Scotland.
Environmetrics, 23(8),
pp. 685-695.
(doi: 10.1002/env.2185)
Haggarty, R. A., Ferguson, C. A., Scott, E. M. ORCID: https://orcid.org/0000-0002-3709-0623, Iroegbu, C. and Stidson, R.
(2010)
Extreme value theory applied to the definition of bathing water quality discounting limits.
Water Research, 44(3),
pp. 719-728.
(doi: 10.1016/j.watres.2009.10.007)
Conference Proceedings
Zou, Zhaoyuan, O'Donnell, Ruth ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454, Lee, Duncan
ORCID: https://orcid.org/0000-0002-6175-6800 and Wilkie, Craig
(2024)
A Computationally Efficient Spatio-Temporal Fusion Model for Reflectance Data.
In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024,
pp. 81-87.
ISBN 9783031657221
(doi: 10.1007/978-3-031-65723-8_13)
Colombo, Pietro, Miller, Claire ORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth
ORCID: https://orcid.org/0000-0002-3538-7511 and Yang, Xiaochen
ORCID: https://orcid.org/0000-0002-9299-5951
(2023)
A Multifidelity Framework for Wind Speed Data.
In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023,
ISBN 9783947323425
O'Donnell, R. ORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire
ORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.
ORCID: https://orcid.org/0000-0002-3709-0623
(2015)
Within Lake Clustering of High Resolution Satellite Retrievals: A Functional Data and Clustering Approach.
In: 30th International Workshop on Statistical Modelling, Johannes Kepler Universität, Linz, Linz, Austria, 6-10 Jul 2015,
Scott, M. ORCID: https://orcid.org/0000-0002-3709-0623, Miller, C.
ORCID: https://orcid.org/0000-0002-1857-4454, Finazzi, F. and Haggarty, R.
ORCID: https://orcid.org/0000-0002-3538-7511
(2013)
Coherency in space of lake and river temperature and water quality records.
In: SIS 2013 Statistical Conference: Advances in Latent Variables: Methods, Models and Applications, Brescia, Italy, 19-21 Jun 2013,
Supervision
- Colombo, Pietro
Methodological developments for accounting for uncertainty within environmental data - McMurdo, Eilidh
Developing a statistical definition of child growth faltering