Remote Sensing

Geospatial Information Systems are used by researchers and Humanitarian Assistance and Disaster Response (HADR) practitioners to …

Alexandre Lacoste, Martin Weiss, Nasim Rahaman

Workshop at the Neural Information Processing Systems (NeurIPS), 2022.

Applications such as disaster management enormously benefit from rapid availability of satellite observations. Traditionally, data …

Nature Scientific Reports, 2022.

Recent progress in self-supervision shows that pre-training large neural networks on vast amounts of unsupervised data can lead to …

Workshop at the Neural Information Processing Systems (NeurIPS), 2021.

Remote sensing and automatic earth monitoring are key to solve global-scale challenges such as disaster prevention, land use …

International Conference on Computer Vision (ICCV), 2021.

Cattle farming is responsible for 8.8% of greenhouse gas emissions worldwide. In addition to the methane emitted due to their digestive …

Workshop at the Neural Information Processing Systems (NeurIPS), 2020.

We paired existing land use regression (LUR) models for ambient ultrafine particles in Montreal and Toronto, Canada with satellite …

Journal of Environmental Science, 2019.

Here we present a new method of estimating global variations in outdoor PM2.5 concentrations using satellite images combined with …

Workshop at the International Conference on Machine Learning (ICML), 2019.