Sampsa S. Koponen

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 6

Top Topics

Machine Learning Methods

Spectral Reflectance

Retrieval Accuracy

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Ana B. Ruescas, Martin Hieronymi, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls
Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods. CoRR (2021)
Kirsikka Heinilä, Miia Salminen, Sari Metsämäki, Petri Pellikka, Sampsa S. Koponen, Jouni Pulliainen
Reflectance variation in boreal landscape during the snow melting period using airborne imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation 76 (2019)
Ana B. Ruescas, Martin Hieronymi, Gonzalo Mateo-Garcia, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls
Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data. Remote. Sens. 10 (5) (2018)
Sari Metsämäki, Kristin Böttcher, Jouni Pulliainen, Kari Luojus, Juval Cohen, Matias Takala, Olli-Pekka Mattila, Gabriele Schwaizer, Chris Derksen, Sampsa S. Koponen
The Pan-European Yearly Snow Melt-Off Day Derived from Optical and Microwave Radiometer Data. IGARSS (2018)
Saku Anttila, Vivi Fleming-Lehtinen, Jenni Attila, Sofia Junttila, Hanna Alasalmi, Heidi Hällfors, Mikko Kervinen, Sampsa S. Koponen
A novel earth observation based ecological indicator for cyanobacterial blooms. Int. J. Appl. Earth Obs. Geoinformation 64 (2018)
Ana B. Ruescas, Martin Hieronymi, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls
Retrieval of coloured dissolved organic matter with machine learning methods. IGARSS (2017)
Timo Pyhälahti, Timo Toivanen, Kari Y. Kallio, Marko Jarvinen, Matthieu Molinier, Sampsa S. Koponen, Ville Kotovirta, Chengyuan Peng, Saku Anttila, Marnix Laanen, Matti Lindholm
Advances in combining optical citizen observations on water quality with satellite observations as part of an environmental monitoring system. IGARSS (2015)
Sampsa S. Koponen, Kari Y. Kallio, Jouni Pulliainen, Jenni Vepsäläinen, Timo Pyhälahti, Martti Hallikainen
Water quality classification of lakes using 250-m MODIS data. IEEE Geosci. Remote. Sens. Lett. 1 (4) (2004)
Yuanzhi Zhang, Jouni Pulliainen, Sampsa S. Koponen, Martti T. Hallikainen
Water quality retrievals from combined Landsat TM data and ERS-2 SAR data in the Gulf of Finland. IEEE Trans. Geosci. Remote. Sens. 41 (3) (2003)
Yuanzhi Zhang, Jouni Pulliainen, Sampsa S. Koponen, Martti Hallikainen
Detection of sea surface temperature (SST) using AVHRR data in the Gulf of Finland. IGARSS (2002)