PhD position: Bayesian merging of large-scale and local-scale hydrological forecasts, Université de Sherbrooke, Canada

[Marie-Amélie Boucher]

The Groupe de recherche sur l'eau at Université de Sherbrooke in Canada invites applications for a Ph.D. position. This project is a follow-up on a previous study aimed at merging local and global hydrological forecasts using simple methods. Global hydrological forecasts are produced by large-scale models, with a wide spatial coverage that encompasses one or more countries, or even the entire world. These large-scale forecasting systems have recently gained popularity, and forecasts from those systems can be extremely useful, particularly for locations where local expertise or resources are not available to set up a local forecasting system. However, the coexistence of these large-scale systems with well-established and efficient local hydrological forecasting systems raises questions and concerns. This is potentially the case, for example, in Quebec, where the government has developed a strong expertise in hydrological forecasting over time. The idea behind this project is based on the central hypothesis that it is advantageous to combine forecasts from different systems (local and global) to take advantage of their respective strengths. In a previous project, simple combination methods have been successfully tested. This second phase, which is the subject of the proposed doctoral project, consists of testing a more sophisticated fusion method, based on Bayes' theorem. This experiment will take place across Canada, and potentially beyond.

The ideal candidate for this project must be proficient in programming (Python), in hydrology, teamwork, have good communication skills, be resourceful, respectful and creative. A master's degree in hydrology or another closely related field is essential. 

Knowledge of French is a major asset. The project could begin in January 2025 or later.

More information here: https://www.usherbrooke.ca/recherche/en/inventory-of-research-projects/project/1063?cHash=f2bf0c9f7a0f6d8ddeddb137c6231c91

How to Apply: Send a cover letter, CV, as well as four references to marie-amel...@usherbrooke.ca

Marie-Amélie Boucher, ing. Ph.D.

Professeure titulaire

Département de génie civil et de génie du bâtiment

Faculté de génie

Université de Sherbrooke

2500, boulevard de l'Université

Sherbrooke (Québec), J1K 2R1

CANADA

Local C2-2051, tél: +1 819-821-8000 poste 62664