Land classification is crucial for environmental monitoring, resource management, and urban planning. This research explores using Kolmogorov-Arnold Networks (KAN), a novel machine learning model, for multispectral land classification. Unlike traditional neural networks, KAN utilizes univariate functions as activation mechanisms, enhancing its ability to capture complex spatial and spectral patterns in satellite imagery. The study focuses […]

Les géomembranes sont des barrières utilisées dans les sites miniers pour prévenir la contamination des sols et des eaux. Leur efficacité repose sur une installation sans défaut, mais des erreurs courantes (perforations, soudures défectueuses) compromettent souvent leur performance. Ce projet vise à identifier et prédire les facteurs influençant la qualité d’installation des géomembranes à l’aide […]

Electromagnetic (EM) methods are commonly used for geophysical exploration in various applications such as mineral exploration, hydrocarbon detection, management of fresh and salt water and CO2 and reservoir monitoring. While in the past, EM methods suffered from expensive data collection, new systems now collect massive amounts of data over space and time, and new instrumentation […]

It is estimated that over 12 million tons of plastic enter our oceans annually, which slowly break down creating microplastics less than 5mm in size. In the past decade, the role microbes play in this degradation has been explored as they possess the ability to metabolize plastic, using it as an energy source. In this […]

Saltmarshes, meadows flooded by marine waters, are recognized as one of the world’s most effective ecosystems for sequestering carbon dioxide from the atmosphere and storing it in the soil, thus helping to mitigate climate warming. These marshes also are negligible sources or even sinks for the potent greenhouse gases, methane and nitrous oxide. Through our […]

Ce projet vise à donner des expériences de stage appliqué de 4 mois dans le domaine de l’exploration/exploitation minière à des étudiants/étudiantes en géologie au niveau maîtrise. Ces stages seront accueillis par des compagnies d’exploration, d’exploitation ou de service basées au Canada à la recherche de différents types de minéralisation sur des propriétés minières dont […]