Miina Rautiainen

Miina Rautiainen

Professor
Professor
T213 Built Environment
Full researcher profile
https://research.aalto.fi/...
Phone number
+358504010780

Areas of expertise

Forests, Earth observation, Remote Sensing, Albedo, Global satellite products, ERC Consolidator Grant (PI), Peatland, Vegetation

Research groups

  • Geoinformatics, Professor

Publications

Exploring the potential of SAR and terrestrial and airborne LiDAR in predicting forest floor spectral properties in temperate and boreal forests

Audrey Mercier, Mari Myllymäki, Aarne Hovi, Daniel Schraik, Miina Rautiainen 2025 Remote Sensing of Environment

Physically based modelling of spectral transmittance through forest canopies

Aarne Hovi, Růžena Janoutová, Zbyněk Malenovský, Daniel Schraik, Jean Philippe Gastellu-Etchegorry, Nicolas Lauret, Jan Novotný, Miina Rautiainen 2024 Methods in Ecology and Evolution

Retrieval of moisture content of common Sphagnum peat moss species from hyperspectral and multispectral data

Susanna Karlqvist, Iuliia Burdun, Sini Selina Salko, Jussi Juola, Miina Rautiainen 2024 Remote Sensing of Environment

Reviews and syntheses : Remotely sensed optical time series for monitoring vegetation productivity

Lammert Kooistra, Katja Berger, Benjamin Brede, Lukas Valentin Graf, Helge Aasen, Jean Louis Roujean, Miriam Machwitz, Martin Schlerf, Clement Atzberger, Egor Prikaziuk, Dessislava Ganeva, Enrico Tomelleri, Holly Croft, Pablo Reyes Muñoz, Virginia Garcia Millan, Roshanak Darvishzadeh, Gerbrand Koren, Ittai Herrmann, Offer Rozenstein, Santiago Belda, Miina Rautiainen, Stein Rune Karlsen, Cláudio Figueira Silva, Sofia Cerasoli, Jon Pierre, Emine Tanlr Kaylkçl, Andrej Halabuk, Esra Tunc Gormus, Frank Fluit, Zhanzhang Cai, Marlena Kycko, Thomas Udelhoven, Jochem Verrelst 2024 Biogeosciences

Hyperspectral data of understory elements in boreal forests : In situ and laboratory measurements

Audrey Mercier, Susanna Karlqvist, Aarne Hovi, Miina Rautiainen 2024 Data in Brief

Sensor-independent LAI/FPAR CDR : Reconstructing a global sensor-independent climate data record of MODIS and VIIRS LAI/FPAR from 2000 to 2022

Jiabin Pu, Kai Yan, Samapriya Roy, Zaichun Zhu, Miina Rautiainen, Yuri Knyazikhin, Ranga B. Myneni 2024 Earth System Science Data

Remote sensing and spectroscopy of lichens

Miina Rautiainen, Nea Kuusinen, Titta Majasalmi 2024 Ecology and Evolution

Hyperspectral characterization of vegetation in hemiboreal, boreal and Arctic peatlands using a geographically extensive field dataset

Sini-Selina Salko, Aarne Hovi, Iuliia Burdun, Jussi Juola, Miina Rautiainen 2024 Ecological Informatics