Matti Mottus

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 19

Top Topics

Multitask Learning

Spectral Resolution

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Xiaochen Zou, Jun Jin, Matti Mottus
Potential of Satellite Spectral Resolution Vegetation Indices for Estimation of Canopy Chlorophyll Content of Field Crops: Mitigating Effects of Leaf Angle Distribution. Remote. Sens. 15 (5) (2023)
Matti Mottus, Phu Pham, Eelis Halme, Matthieu Molinier, Hai Cu, Jorma Laaksonen
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaochen Zou, Sunan Zhu, Matti Mottus
Estimation of Canopy Structure of Field Crops Using Sentinel-2 Bands with Vegetation Indices and Machine Learning Algorithms. Remote. Sens. 14 (12) (2022)
Matti Mottus, Matthieu Molinier, Eelis Halme, Hai Cu, Jorma Laaksonen
Patch Size Selection for Analysis of Sub-Meter Resolution Hyperspectral Imagery of Forests. IGARSS (2021)
Eelis Halme, Petri Pellikka, Matti Mottus
Utility of hyperspectral compared to multispectral remote sensing data in estimating forest biomass and structure variables in Finnish boreal forest. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
Matti Mottus, Luiz Eduardo Oliveira E. Cruz de Aragão, Jaana Bäck, Rocío Hernández-Clemente, Eduardo Eiji Maeda, Vincent Markiet, Caroline J. Nichol, Raimundo Cosme de Oliveira Junior, Natalia Restrepo Coupe
Diurnal Changes in Leaf Photochemical Reflectance Index in Two Evergreen Forest Canopies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Matti Mottus, Juho Aalto, Luiz Eduardo Oliveira E. Cruz de Aragão, Jaana Bäck, Rocío Hernández-Clemente, Eduardo Eiji Maeda, Vincent Markiet, Caroline J. Nichol, Raimundo Cosme de Oliveira Junior, Natalia Restrepo Coupe, Scott Saleska
Implications of Diurnal Changes in Leaf PRI on Remote Measurements of Light Use Efficiency. IGARSS (2018)
Miina Rautiainen, Petr Lukes, Lucie Homolová, Aarne Hovi, Jan Pisek, Matti Mottus
Spectral Properties of Coniferous Forests: A Review of In Situ and Laboratory Measurements. Remote. Sens. 10 (2) (2018)
Aarne Hovi, Petri Forsström, Matti Mottus, Miina Rautiainen
Evaluation of Accuracy and Practical Applicability of Methods for Measuring Leaf Reflectance and Transmittance Spectra. Remote. Sens. 10 (1) (2018)
Wanjuan Song, Yuri Knyazikhin, Guoyong Wen, Alexander Marshak, Matti Mottus, Kai Yan, Bin Yang, Baodong Xu, Taejin Park, Chi Chen, Yelu Zeng, Guangjian Yan, Xihan Mu, Ranga B. Myneni
Implications of Whole-Disc DSCOVR EPIC Spectral Observations for Estimating Earth's Spectral Reflectivity Based on Low-Earth-Orbiting and Geostationary Observations. Remote. Sens. 10 (10) (2018)
Matti Mottus, Rocío Hernández-Clemente, Viljami Perheentupa, Vincent Markiet, Juho Aalto, Jaana Bäck, Caroline J. Nichol
Measurement of Diurnal Variation in Needle PRI and Shoot Photosynthesis in a Boreal Forest. Remote. Sens. 10 (7) (2018)
Matti Mottus, Rocío Hernández-Clemente, Viljami Perheentupa, Vincent Markiet, Juho Aalto, Jaana Bäck, Caroline J. Nichol
, 1019. Remote. Sens. 10 (12) (2018)
Xiaochen Zou, Matti Mottus
Sensitivity of Common Vegetation Indices to the Canopy Structure of Field Crops. Remote. Sens. 9 (10) (2017)
José F. Moreno, Roberto Colombo, Alexander Damm, Yves Goulas, Elizabeth M. Middleton, Franco Miglietta, Gina Mohammed, Matti Mottus, Peter R. J. North, Uwe Rascher, Christiaan van der Tol, Matthias Drusch
Quantitative global mapping of terrestrial vegetation photosynthesis: The Fluorescence Explorer (FLEX) mission. IGARSS (2017)
Vincent Markiet, Rocío Hernández-Clemente, Matti Mottus
Spectral Similarity and PRI Variations for a Boreal Forest Stand Using Multi-angular Airborne Imagery. Remote. Sens. 9 (10) (2017)
Bin Yang, Yuri Knyazikhin, Yi Lin, Kai Yan, Chi Chen, Taejin Park, Sungho Choi, Matti Mottus, Miina Rautiainen, Ranga B. Myneni, Lei Yan
Analyses of Impact of Needle Surface Properties on Estimation of Needle Absorption Spectrum: Case Study with Coniferous Needle and Shoot Samples. Remote. Sens. 8 (7) (2016)
Petr Lukes, Pauline Stenberg, Matti Mottus, Terhikki Manninen, Miina Rautiainen
Multidecadal analysis of forest growth and albedo in boreal Finland. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Rocío Hernández-Clemente, Pasi Kolari, Albert Porcar-Castell, Lauri Korhonen, Matti Mottus
Tracking the Seasonal Dynamics of Boreal Forest Photosynthesis Using EO-1 Hyperion Reflectance: Sensitivity to Structural and Illumination Effects. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Eduardo Eiji Maeda, Yhasmin Mendes de Moura, Fabien Hubert Wagner, Thomas Hilker, Alexei I. Lyapustin, Yujie Wang, Jérôme Chave, Matti Mottus, Luiz Eduardo Oliveira E. Cruz de Aragão, Yosio Shimabukuro
Consistency of vegetation index seasonality across the Amazon rainforest. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Rami Piiroinen, Janne Heiskanen, Matti Mottus, Petri Pellikka
Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data. Int. J. Appl. Earth Obs. Geoinformation 39 (2015)
Matti Mottus, Tuure Takala
A forestry GIS-based study on evaluating the potential of imaging spectroscopy in mapping forest land fertility. Int. J. Appl. Earth Obs. Geoinformation 33 (2014)
Matti Mottus, Madis Sulev, Lea Hallik
Seasonal Course of the Spectral Properties of Alder and Birch Leaves. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Matti Mottus, Miina Rautiainen
Scaling PRI Between Coniferous Canopy Structures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-2) (2013)
Veli-Heikki Vesanto, Matti Mottus, Janne Heiskanen, Miina Rautiainen, Titta Majasalmi
Atmospheric correction of a seasonal time series of Hyperion EO-1 images and red edge inflection point calculation. WHISPERS (2012)
Miina Rautiainen, Janne Heiskanen, Matti Mottus, Jouni Peltoniemi
Hyperspectral datasets of boreal forest understory vegetation in Finland. WHISPERS (2012)
Matti Mottus, Miina Rautiainen
Effects of shoot-level structure on narrowband vegetation indices for Scots pine. WHISPERS (2012)
Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg
Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions. Int. J. Appl. Earth Obs. Geoinformation 13 (4) (2011)
Janne Heiskanen, Miina Rautiainen, Lauri Korhonen, Matti Mottus, Pauline Stenberg
Generating fine resolution leaf area index maps for boreal forests of Finland. IGARSS (2011)
Matti Mottus
The Physics of spectral invariants. WHISPERS (2010)
Miina Rautiainen, Pauline Stenberg, Petr Lukes, Matti Mottus, Janne Heiskanen
Estimating canopy spectral invariants from ground reference and remote sensing data. WHISPERS (2010)