Dr. S.L.M. (Stef) Lhermitte
Dr. S.L.M. (Stef) Lhermitte
Profile
Expertise
The
earthmapps.io team under supervision of Stef Lhermitte, focuses on the use of multi-source satellite imagery to assess land-atmosphere interactions. Our research aims at developing innovative remote sensing methods for quantifying the effect of climate (change) on snow/ice, vegetation dynamics, etc. and determine their (climate) feedbacks. We work on big data solutions and machine learning techniques to bridge the gap between remote sensing technology and its (scientific) applications.
Technologically we work on the interface between multi-source satellite imagery, radiative transfer models, land-surface models (e.g. snowmodels) and climate models. Within this framework we aim at developing and integrating innovative methodologies to assess the Earth's surface properties, mainly snow/ice and vegetation related, and understand their complex spatio-temporal response to climate. These methodologies range from improved data processing and data machine learning, to big data solutions and time series analysis (e.g. tipping points)
Biography
Stef Lhermitte is a remote sensing scientist with specific interest in the use of multi-source remote sensing and land surface modelling to assess cryosphere, atmosphere and ecosystem dynamics. Since 2016 he is assistant professor Geoscience & Remote Sensing at TUDelft, after obtaining a PhD in bioscience engineering at KULeuven, Belgium, and several international post-docs positions (CEAZA, KNMI, KULeuven), where he worked on broad range of remote sensing technologies in a variety of applications ranging from cryospheric and atmospheric sciences to ecology and hydrology. Now he focuses on the development of innovative remote sensing methods for assessing land-atmosphere interactions in order to assess the effect of climate (change) on the cryosphere, ecosystem dynamics, the hydrological cycle, sea level rise, etc. and their feedbacks on (future) climate.
Expertise
Publications
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2024
Antarctic meteorites threatened by climate warming
Veronica Tollenaar / Harry Zekollari / Christoph Kittel / Daniel Farinotti / Stef Lhermitte / Vinciane Debaille / Steven Goderis / Philippe Claeys / Katherine Helen Joy / Frank Pattyn
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2024
Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks
Simon Pena Pereira / Azarakhsh Rafiee / Stef Lhermitte
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2024
Critical slowing down of the Amazon forest after increased drought occurrence
Johanna Van Passel / Paulo N. Bernardino / Stef Lhermitte / Bianca F. Rius / Marina Hirota / Timo Conradi / Wanda de Keersmaecker / Koenraad Van Meerbeek / Ben Somers
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2024
Digital twins of the Earth with and for humans
W. Hazeleger / J.P.M. Aerts / P. Bauer / M.F.P. Bierkens / G. Camps-Valls / M.M. Dekker / F. J. Doblas-Reyes / S. Lhermitte / F.C. Vossepoel / More Authors
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2024
Downscaling MODIS NDSI to Sentinel-2 fractional snow cover by random forest regression
Andreas Kollert / Andreas Mayr / Stefan Dullinger / Karl Hülber / Dietmar Moser / Stef Lhermitte / Simon Gascoin / Martin Rutzinger
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Media
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2023-01-19
Koude ijsplaten op Antarctica kwetsbaarder dan gedacht
Appeared in: VRT nieuws
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2023-01-26
Stef Lhermitte in de media 2023
Appeared in: TU Delft Stories
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2022-07-04
Na de dodelijke gletsjerbreuk in Italië: hoe groot is de kans dat het opnieuw gebeurt?
Appeared in: VRT NWS
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2022-05-21
CHECK - Ja, momenteel ligt er evenveel ijs op de Noordpool als in 1989, trend is wel al decennialang dalend
Appeared in: VRTNWS
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2022-01-22
Kunstmatige intelligentie maakt schatkaart voor meteorieten op Antarctica
Appeared in: Signs of the Times