no code implementations • 9 Aug 2023 • Shaojia Ge, Oleg Antropov, Tuomas Häme, Ronald E. McRoberts, Jukka Miettinen
We expect such forest-specific DL model transfer can be suitable also for other forest variables and other EO data sources that are sensitive to forest structure.
no code implementations • 1 Dec 2022 • Shaojia Ge, Hong Gu, Weimin Su, Anne Lönnqvist, Oleg Antropov
To overcome those limitations, here we introduce contrastive regression into EO based forest mapping and develop a novel semisupervised regression framework for wall-to-wall mapping of continuous forest variables.
no code implementations • 8 Feb 2021 • Vladimir Ignatenko, Pekka Laurila, Andrea Radius, Leszek Lamentowski, Oleg Antropov, Darren Muff
The ICEYE constellation features the first operational microsatellite based X-band SAR sensors suitable for all weather day-and-night Earth Observation.
no code implementations • 11 Dec 2019 • Sanja Šćepanović, Oleg Antropov, Pekka Laurila, Yrjö Rauste, Vladimir Ignatenko, Jaan Praks
In this study, we answer that question for mapping the fundamental land cover classes using satellite radar data.