Erin Bryce

Erin.Bryce@glasgow.ac.uk

ORCID iDhttps://orcid.org/0000-0002-6685-379X

Research title: Statistical landslide hazard modelling with a view towards medium to long term territorial planning

Research Summary

My research interest focuses on ways to statistically and spatially model the three components of landslide hazard assessment, namely, the probability of landslide occurrence (also known as susceptibility), the size of the event and the frequency of occurrence. This interest is explored in a Bayesian framework, and the Integrated nested Laplace approximation (INLA) used for inference.

I have worked on a Bernoulli-log-Gaussian hurdle model for landslide occurrence and size across the Island of Dominica after hurricane Maria, as well as a marked spatial point process model for landslide intensity across Japan, marked by the landslide area. This model also used the Barrier model to define the spatial random effect between landslide locations. Additionally, I worked on a project with the British Geological Survey to update their landslide susceptibility model for debris flows occurring across Scotland. 

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022
Number of items: 3.

2024

Bryce, E., Castro-Camilo, D. , Dashwood, C., Tanyas, H., Ciurean, R., Novellino, A. and Lombardo, L. (2024) An updated landslide susceptibility model and a log-Gaussian Cox process extension for Scotland. Landslides, (doi: 10.1007/s10346-024-02368-9) (Early Online Publication)

2023

Novellino, A., Ciurean, R., Bryce, E., Castro-Camilo, D. and Lombardo, L. (2023) Mitigating Landslides Impact in Scotland - MLIS. Summary Report. Documentation. National Centre for Resilience.

2022

Bryce, E., Lombardo, L., van Westen, C., Tanyas, H. and Castro-Camilo, D. (2022) Unified landslide hazard assessment using hurdle models: a case study in the Island of Dominica. Stochastic Environmental Research and Risk Assessment, 36(8), pp. 2071-2084. (doi: 10.1007/s00477-022-02239-6)

This list was generated on Thu Nov 21 08:57:40 2024 GMT.
Jump to: Articles | Research Reports or Papers
Number of items: 3.

Articles

Bryce, E., Castro-Camilo, D. , Dashwood, C., Tanyas, H., Ciurean, R., Novellino, A. and Lombardo, L. (2024) An updated landslide susceptibility model and a log-Gaussian Cox process extension for Scotland. Landslides, (doi: 10.1007/s10346-024-02368-9) (Early Online Publication)

Bryce, E., Lombardo, L., van Westen, C., Tanyas, H. and Castro-Camilo, D. (2022) Unified landslide hazard assessment using hurdle models: a case study in the Island of Dominica. Stochastic Environmental Research and Risk Assessment, 36(8), pp. 2071-2084. (doi: 10.1007/s00477-022-02239-6)

Research Reports or Papers

Novellino, A., Ciurean, R., Bryce, E., Castro-Camilo, D. and Lombardo, L. (2023) Mitigating Landslides Impact in Scotland - MLIS. Summary Report. Documentation. National Centre for Resilience.

This list was generated on Thu Nov 21 08:57:40 2024 GMT.

Supervisors

Grants

(UKRI Grant) Heilbronn Institute for Mathematical Research - Studentship

Conference

2022

  • International Association for Mathematical Geosciences, 29th August-3rd September 2022, The ProuvĂ© Congress Center, Nancy (France).

2023

  • Research Students' Conference in Probability and Statistics 11th-14th September 2023, University of Sheffield, Sheffield (UK).

 

Teaching

2021/2022 Session

  • Advanced Predictive Models (Level M)

Additional Information

Awarded the Jim Gatheral Travel Scholarship for 2023/2024 term: Microsoft Word - Erin Bryce - University of Twente, the Netherlands .docx (gla.ac.uk)