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Journal Articles
- 2023
[j3]Tuomas Häme
, Heikki Astola, Jorma Kilpi, Yrjö Rauste, Laura Sirro, Teemu Mutanen, Eija Parmes, Jussi Rasinmäki, Mohammad Imangholiloo:
Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery. Remote. Sens. 15(12): 3029 (2023)- 2021
- [j2]Heikki Astola, Lauri Seitsonen, Eelis Halme, Matthieu Molinier, Anne Lönnqvist:
Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest. Remote. Sens. 13(12): 2392 (2021) - 2014
- [j1]Oleg Antropov, Yrjö Rauste, Heikki Astola, Jaan Praks, Tuomas Häme, Martti T. Hallikainen:
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network. IEEE Trans. Geosci. Remote. Sens. 52(9): 5256-5270 (2014)
Conference and Workshop Papers
- 2018
- [c6]Matthieu Molinier, Heikki Astola, Tomi Räty, Curtis E. Woodcock:
Timely And Semi-Automatic Detection of Forest Logging Events in Boreal Forest Using All Available Landsat Data. IGARSS 2018: 1730-1733 - [c5]Matthieu Molinier, Niko Reunanen, Arttu Lämsä, Heikki Astola, Tomi Räty:
Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images. IGARSS 2018: 2107-2110 - 2014
- [c4]Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila:
Forest stem volume and storm damage mapping in Finland and Russia. IGARSS 2014: 2309-2312 - 2008
- [c3]Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin:
Web Cameras in Automatic Autumn Colour Monitoring. IGARSS (3) 2008: 824-827 - 2007
- [c2]Yrjö Rauste, Heikki Astola, Tuomas Häme, Robin Berglund, Laura Sirro, Teppo Veijonen, Brita Veikkanen, Eero Kubin, Osmo Aulamo:
Automatic monitoring of autumn colours using MODIS data. IGARSS 2007: 1295-1298 - 2006
- [c1]Heikki Astola, Laura Sirro, Tuomas Häme, Matthieu Molinier, Jussi Ahola:
Separation of Coniferous Species in Boreal Forest Using Spectral and Contextual Features from Ikonos Imagery. IGARSS 2006: 2141-2144
Coauthor Index
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