Search Results for author: Damien Bouffard

Found 2 papers, 2 papers with code

Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network

1 code implementation27 Sep 2021 Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Perez-Cruz

Nowadays physical models are developed to estimate lake dynamics; however, computations needed for accurate estimation of lake surface temperature can get prohibitively expensive.

Integrated monitoring of ice in selected Swiss lakes. Final project report

3 code implementations2 Aug 2020 Manu Tom, Melanie Suetterlin, Damien Bouffard, Mathias Rothermel, Stefan Wunderle, Emmanuel Baltsavias

Secondly, and as a pilot project, the use of existing public Webcams was investigated for (a) validation of results from satellite data, and (b) independent estimation of lake ice, especially for small lakes like St. Moritz, that could not be possibly monitored in the satellite images.

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