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Researcher
Stef Lhermitte
- Disciplines:Climate change, Glaciology, Remote sensing, Physical geography and environmental geoscience not elsewhere classified, Environmental monitoring
Affiliations
- Faculty of Bioscience Engineering (Faculty)
Member
From1 Oct 2022 → Today - Geography and Tourism (Division)
Member
From1 Aug 2020 → 31 Jul 2016 - Forest, Nature and Landscape (Division)
Member
From1 Aug 2020 → 31 Jul 2005 - Department of Earth and Environmental Sciences (Department)
Member
From1 Aug 2016 → 31 Jul 2017
Projects
1 - 8 of 8
- Antarctic Climate Causality: Unraveling links between the components of the system and their variability (ACCU)From1 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deepfaking ecosystem response to climate extremesFrom1 Dec 2022 → TodayFunding: BELSPO - STEREO IV ( Support to the Exploitation and Research in Earth Observation data)
- Deep learning ecosystem response to climate extremesFrom1 Oct 2022 → TodayFunding: BOF - projects
- Deep learning ecosystem response to climate extremesFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Ecosystem response to climate change: a machine learning approachFrom1 Oct 2022 → TodayFunding: BOF - ZAP BOF mandates
- Precipitation and clouds over Antarctica from an observational and modelling perspectiveFrom1 Oct 2015 → 8 May 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- Antarctic precipitation, clouds and their interplay with aerosols: Combining ground-based remote sensing and regional climate modeling.From1 Jan 2015 → 31 Dec 2018Funding: FWO research project
- Changes in surface properties of the Greenland ice sheetand their impact on climate modeling.From1 Oct 2013 → 1 Aug 2016Funding: FWO fellowships
Publications
1 - 10 of 92
- Downscaling MODIS NDSI to Sentinel-2 fractional snow cover by random forest regression(2024)
Authors: Stef Lhermitte
Pages: 363 - 372 - Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica(2024)
Authors: Stef Lhermitte
- Firn on ice sheets(2024)
Authors: Stef Lhermitte
Pages: 79 - 99 - A high-resolution record of surface melt on Antarctic ice shelves using multi-source remote sensing data and deep learning(2024)
Authors: Stef Lhermitte
- Global distribution and dynamics of muddy coasts(2023)
Authors: Stef Lhermitte
- Higher Antarctic ice sheet accumulation and surface melt rates revealed at 2 km resolution(2023)
Authors: Stef Lhermitte
- Unveiling spatial variability within the Dotson Melt Channel through high-resolution basal melt rates from the Reference Elevation Model of Antarctica(2023)
Authors: Stef Lhermitte
Pages: 3785 - 3801 - Foehn winds at Pine Island Glacier and their role in ice changes(2023)
Authors: Stef Lhermitte
Pages: 3041 - 3062 - Deep Learning Regional Climate Model Emulators: A Comparison of Two Downscaling Training Frameworks(2023)
Authors: Stef Lhermitte
- Variable temperature thresholds of melt pond formation on Antarctic ice shelves(2023)
Authors: Stef Lhermitte
Pages: 161 - +