Miina Rautiainen

Peer-reviewed scientific articles

Journal article-refereed, Original research

Remotely-Sensed Early Warning Signals of a Critical Transition in a Wetland Ecosystem

Alibakhshi, Sara; Groen, Thomas A.; Rautiainen, Miina; Naimi, Babak

2017 in REMOTE SENSING (MDPI AG)

ISSN: 2072-4292

Forest canopy structure and reflectance in humid tropical Borneo: a physically-based interpretation using spectral invariants

Hadi, Hadi; Pfeifer, Marion; Korhonen, Lauri; Wheeler, Charlotte; Rautiainen, Miina

2017 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

A spectral analysis of 25 boreal tree species

Hovi, Aarne; Raitio, Pekka; Rautiainen, Miina

2017 in SILVA FENNICA (FINNISH SOC FOREST SCIENCE-NATURAL RESOURCES INST FINLAND)

ISSN: 0037-5330

Seasonality of albedo and FAPAR in a boreal forest

Hovi, Aarne; Lukes, Petr; Rautiainen, Miina

2017 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Comparison of Sentinel-2 and Landsat 8 in the estimation of boreal forest canopy cover and leaf area index

Korhonen, Lauri; Hadi, Hadi; Packalen, Petteri; Rautiainen, Miina

2017 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Comparison of ground and satellite-based methods for estimating stand-level fPAR in a boreal forest

Majasalmi, Titta; Stenberg, Pauline; Rautiainen, Miina

2017 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Theoretical algorithm and application of a double-integrating sphere system for measuring leaf transmittance and reflectance spectra

Mõttus, Matti; Hovi, Aarne; Rautiainen, Miina

2017 in APPLIED OPTICS (OPTICAL SOC AMER)

ISSN: 1559-128X

Modeling uncertainties in estimation of canopy LAI from hyperspectral remote sensing data – A Bayesian approach

Varvia, Petri; Rautiainen, Miina; Seppänen, Aku

2017 in JOURNAL OF QUANTITATIVE SPECTROSCOPY AND RADIATIVE TRANSFER (Elsevier Limited)

ISSN: 0022-4073

Estimation of leaf area index and its sunlit portion from DSCOVR EPIC data Theoretical basis

Yang, Bin; Knyazikhin, Yuri; Mõttus, Matti; Rautiainen, Miina; Stenberg, Pauline; Yan, Lei; Chen, Chi; Yan, Kai; Choi, Sungho; Park, Taejin; Myneni, Ranga B.

2017 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

The accuracy of large-area forest canopy cover estimation using Landsat in boreal region

Hadi, Hadi; Korhonen, Lauri; Hovi, Aarne; Rönnholm, Petri; Rautiainen, Miina

2016 in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (Elsevier Science B.V.)

ISSN: 0303-2434

Quantifying the missing link between forest albedo and productivity in the boreal zone

Hovi, Aarne; Liang, Jingjing; Korhonen, Lauri ; Kobayashi, Hideki; Rautiainen, Miina

2016 in BIOGEOSCIENCES (European Geosciences Union)

ISSN: 1726-4170

Structural factors driving boreal forest albedo in Finland

Kuusinen, Nea; Stenberg, Pauline; Korhonen, Lauri; Rautiainen, Miina; Tomppo, Erkki

2016 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Multidecadal analysis of forest growth and albedo in boreal Finland

Lukěs, Petr; Stenberg, Pauline; Mõttus, Matti; Manninen, Terhikki; Rautiainen, Miina

2016 in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (Elsevier Science B.V.)

ISSN: 0303-2434

The potential of Sentinel-2 data for estimating biophysical variables in a boreal forest A simulation study

Majasalmi, Titta; Rautiainen, Miina

2016 in REMOTE SENSING LETTERS (Taylor and Francis Ltd.)

ISSN: 2150-704X

Retrieval of seasonal dynamics of forest understory reflectance from semiarid to boreal forests using MODIS BRDF data

Pisek, Jan; Chen, Jing M.; Kobayashi, Hideki; Rautiainen, Miina; Schaepman, Michael E.; Karnieli, Arnon; Sprinstin, Michael; Ryu, Youngryel; Nikopensius, Maris; Raabe, Kairi

2016 in JOURNAL OF GEOPHYSICAL RESEARCH: BIOGEOSCIENCES (Taylor and Francis Ltd.)

ISSN: 2169-8953

Photon recollision probability in modelling the radiation regime of canopies - A review

Stenberg, P.; Mõttus, M.; Rautiainen, M.

2016 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Analyses of Impact of Needle Surface Properties on Estimation of Needle Absorption Spectrum Case Study with Coniferous Needle and Shoot Samples

Yang, Bin; Knyazikhin, Yuri; Lin, Yi; Yan, Kai; Chen, Chi; Park, Taejin; Choi, Sungho; Mottus, Matti; Rautiainen, Miina; Myneni, Ranga B.; Yan, Lei

2016 in REMOTE SENSING (MDPI AG)

ISSN: 2072-4292

Validation of MODIS and GEOV1 fPAR products in a boreal forest site in Finland

Majasalmi, Titta; Rautiainen, Miina; Stenberg, Pauline; Manninen, Terhikki

2015 in REMOTE SENSING (MDPI AG)

Corrigendum to "Modeled and measured fPAR in a boreal forest Validation and application of a new model" [Agric. For. Meteorol., 189-190, (2014), 118-124], doi: 10.1016/j.agrformet.2014.01.015

Majasalmi, Titta; Rautiainen, Miina; Stenberg, Pauline

2015 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Estimation of seasonal dynamics of understory NDVI in northern forests using MODIS BRDF data Semi-empirical versus physically-based approach

Pisek, Jan; Rautiainen, Miina; Nikopensius, Maris; Raabe, Kairi

2015 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

On the angular dependency of canopy gap fractions in pine, spruce and birch stands

Rautiainen, Miina; Stenberg, Pauline

2015 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Spectral contribution of understory to forest reflectance in a boreal site An analysis of EO-1 Hyperion data

Rautiainen, Miina; Lukes, Petr

2015 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

The fourth phase of the radiative transfer model intercomparison (RAMI) exercise Actual canopy scenarios and conformity testing

Widlowski, Jean Luc; Mio, Corrado; Disney, Mathias; Adams, Jennifer; Andredakis, Ioannis; Atzberger, Clement; Brennan, James; Busetto, Lorenzo; Chelle, Michaël; Ceccherini, Guido; Colombo, Roberto; Côté, Jean Francois; Eenmäe, Alo; Essery, Richard; Gastellu-Etchegorry, Jean Philippe; Gobron, Nadine; Grau, Eloi; Haverd, Vanessa; Homolová, Lucie; Huang, Huaguo; Hunt, Linda; Kobayashi, Hideki; Koetz, Benjamin; Kuusk, Andres; Kuusk, Joel; Lang, Mait; Lewis, Philip E.; Lovell, Jennifer L.; Malenovský, Zbyněk; Meroni, Michele; Morsdorf, Felix; Mõttus, Matti; Ni-Meister, Wenge; Pinty, Bernard; Rautiainen, Miina; Schlerf, Martin; Somers, Ben; Stuckens, Jan; Verstraete, Michel M.; Yang, Wenze; Zhao, Feng; Zenone, Terenzio

2015 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Estimation of Spruce Needle-Leaf Chlorophyll Content Based on DART and PARAS Canopy Reflectance Models

Yáñez-Rausell, Lucia; Malenovský, Zbyněk; Rautiainen, Miina; Clevers, Jan G P W; Lukeš, Petr; Hanuš, Jan; Schaepman, Michael E.

2015 in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 1939-1404

Corrigendum to "Geographical gradients in boreal forest albedo and structure in Finland" [Remote Sens. Environ. 152 (2014) 526-535], DOI 10.1016/j.rse.2014.06.023

Lukeš, Petr; Rautiainen, Miina; Manninen, Terhikki; Stenberg, Pauline; Mõttus, Matti

2014 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Geographical gradients in boreal forest albedo and structure in Finland

Lukeš, Petr; Rautiainen, Miina; Manninen, Terhikki; Stenberg, Pauline; Mõttus, Matti

2014 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Modeled and measured fPAR in a boreal forest Validation and application of a new model

Majasalmi, Titta; Rautiainen, Miina; Stenberg, Pauline

2014 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Quantitative characterization of clumping in Scots pine crowns

Stenberg, Pauline; Mõttus, Matti; Rautiainen, Miina; Sievänen, Risto

2014 in ANNALS OF BOTANY (Oxford University Press)

ISSN: 0305-7364

Monitoring the broadleaf fraction and canopy cover of boreal forests using spectral invariants

Vanhatalo, Kalle M.; Rautiainen, Miina; Stenberg, Pauline

2014 in JOURNAL OF QUANTITATIVE SPECTROSCOPY AND RADIATIVE TRANSFER (Elsevier Limited)

ISSN: 0022-4073

Sensitivity of narrowband vegetation indices to boreal forest LAI, reflectance seasonality and species composition

Heiskanen, Janne; Rautiainen, Miina; Stenberg, Pauline; Mõttus, Matti; Vesanto, Veli Heikki

2013 in ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (Elsevier Science B.V.)

ISSN: 0924-2716

Improved mapping of tropical forests with optical and sar imagery, part 1 Forest cover and accuracy assessment using multi-resolution data

Häme, Tuomas; Kilpi, Jorma; Ahola, Heikki A.; Rauste, Yrjö; Antropov, Oleg; Rautiainen, Miina; Sirro, Laura; Bounpone, Sengthong

2013 in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 1939-1404

Hyperspectral remote sensing of foliar nitrogen content

Knyazikhin, Yuri; Schull, Mitchell A.; Stenberg, Pauline; Mõttus, Matti; Rautiainen, Miina; Yang, Yan; Marshak, Alexander; Carmona, Pedro Latorre; Kaufmann, Robert K.; Lewis, Philip; Disney, Mathias I.; Vanderbilt, Vern; Davis, Anthony B.; Baret, Frédéric; Jacquemoud, Stéphane; Lyapustin, Alexei; Myneni, Ranga B.

2013 in PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (NATL ACAD SCIENCES)

ISSN: 0027-8424

Reply to Ollinger et al. Remote sensing of leaf nitrogen and emergent ecosystem properties

Knyazikhin, Yuri; Lewis, Philip; Disney, Mathias I.; Mõttus, Matti; Rautiainen, Miina; Stenberg, Pauline; Kaufmann, Robert K.; Marshak, Alexander; Schull, Mitchell A.; Carmona, Pedro Latorre; Vanderbilt, Vern; Davis, Anthony B.; Baret, Frédéric; Jacquemoud, Stéphane; Lyapustin, Alexei; Yang, Yan; Myneni, Ranga B.

2013 in PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (NATL ACAD SCIENCES)

ISSN: 0027-8424

Reply to Townsend et al. Decoupling contributions from canopy structure and leaf optics is critical for remote sensing leaf biochemistry

Knyazikhin, Yuri; Lewis, Philip; Disney, Mathias I.; Stenberg, Pauline; Mõttus, Matti; Rautiainen, Miina; Kaufmann, Robert K.; Marshak, Alexander; Schull, Mitchell A.; Carmona, Pedro Latorre; Vanderbilt, Vern; Davis, Anthony B.; Baret, Frédéric; Jacquemoud, Stéphane; Lyapustin, Alexei; Yang, Yan; Myneni, Ranga B.

2013 in PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (NATL ACAD SCIENCES)

ISSN: 0027-8424

Relationship between forest density and albedo in the boreal zone

Lukeš, Petr; Stenberg, Pauline; Rautiainen, Miina

2013 in ECOLOGICAL MODELLING (Elsevier)

ISSN: 0304-3800

Optical properties of leaves and needles for boreal tree species in Europe

Lukeš, Petr; Stenberg, Pauline; Rautiainen, Miina; Mõttus, Matti; Vanhatalo, Kalle M.

2013 in REMOTE SENSING LETTERS (Taylor and Francis Ltd.)

ISSN: 2150-704X

An assessment of ground reference methods for estimating LAI of boreal forests

Majasalmi, Titta; Rautiainen, Miina; Stenberg, Pauline; Lukeš, Petr

2013 in FOREST ECOLOGY AND MANAGEMENT (Elsevier)

ISSN: 0378-1127

Leaf area index estimation of boreal and subarctic forests Using VV/HH ENVISAT/ASAR data of various swaths

Manninen, Terhikki; Stenberg, Pauline; Rautiainen, Miina; Voipio, Pekka

2013 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

Scaling PRI between coniferous canopy structures

Mottus, Matti; Rautiainen, Miina

2013 in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 1939-1404

Seasonal contribution of understory vegetation to the reflectance of a boreal landscape at different spatial scales

Rautiainen, Miina; Heiskanen, Janne

2013 in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 1545-598X

A new approach for simulating forest albedo based on spectral invariants

Stenberg, Pauline; Lukeš, Petr; Rautiainen, Miina; Manninen, Terhikki

2013 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Seasonal variation in MODIS LAI for a boreal forest area in Finland

Heiskanen, Janne; Rautiainen, Miina; Stenberg, Pauline; Mõttus, Matti; Vesanto, Veli Heikki; Korhonen, Lauri; Majasalmi, Titta

2012 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Optimizing the sampling scheme for LAI-2000 measurements in a boreal forest

Majasalmi, Titta; Rautiainen, Miina; Stenberg, Pauline; Rita, Hannu

2012 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Shoot scattering phase function for Scots pine and its effect on canopy reflectance

Mõttus, Matti; Rautiainen, Miina; Schaepman, Michael E.

2012 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Retrieval of seasonal dynamics of forest understory reflectance in a Northern European boreal forest from MODIS BRDF data

Pisek, Jan; Rautiainen, Miina; Heiskanen, Janne; Mõttus, Matti

2012 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

A note on upscaling coniferous needle spectra to shoot spectral albedo

Rautiainen, Miina; Mõttus, Matti; Yáñez-Rausell, Lucia; Homolová, Lucie; Malenovský, Zbyněk; Schaepman, Michael E.

2012 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Seasonal changes in canopy leaf area index and MODIS vegetation products for a boreal forest site in central Finland

Rautiainen, Miina; Heiskanen, Janne; Korhonen, Lauri

2012 in BOREAL ENVIRONMENT RESEARCH (FINNISH ENVIRONMENT INST)

ISSN: 1239-6095

Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions

Heiskanen, Janne; Rautiainen, Miina; Korhonen, Lauri; Mõttus, Matti; Stenberg, Pauline

2011 in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (Elsevier Science B.V.)

ISSN: 0303-2434

Empirical test of the spectral invariants theory using imaging spectroscopy data from a coniferous forest

Lukěs, Petr; Rautiainen, Miina; Stenberg, Pauline; Malenovský, Zbyněk

2011 in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (Elsevier Science B.V.)

ISSN: 0303-2434

Radiative transfer simulations link boreal forest structure and shortwave albedo

Rautiainen, Miina; Stenberg, Pauline; Mõttus, Matti; Manninen, Terhikki

2011 in BOREAL ENVIRONMENT RESEARCH (FINNISH ENVIRONMENT INST)

ISSN: 1239-6095

Seasonal reflectance dynamics of common understory types in a northern European boreal forest

Rautiainen, Miina; Mõttus, Matti; Heiskanen, Janne; Akujärvi, Anu; Majasalmi, Titta; Stenberg, Pauline

2011 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Canopy gap fraction estimation from digital hemispherical images using sky radiance models and a linear conversion method

Lang, Mait; Kuusk, Andres; Mõttus, Matti; Rautiainen, Miina; Nilson, Tiit

2010 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Direct retrieval of the shape of leaf spectral albedo from multiangular hyperspectral Earth observation data

Mõttus, Matti; Rautiainen, Miina

2009 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

On the relationship of canopy LAI and photon recollision probability in boreal forests

Rautiainen, Miina; Mõttus, Matti; Stenberg, Pauline

2009 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Seasonal reflectance trends of hemiboreal birch forests

Rautiainen, Miina; Nilson, Tiit; Lükk, Tõnu

2009 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Mapping LAI in a Norway spruce forest using airborne laser scanning

Solberg, Svein; Brunner, Andreas; Hanssen, Kjersti Holt; Lange, Holger; Næsset, Erik; Rautiainen, Miina; Stenberg, Pauline

2009 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Multi-angular reflectance properties of a hemiboreal forest An analysis using CHRIS PROBA data

Rautiainen, Miina; Lang, Mait; Mõttus, Matti; Kuusk, Andres; Nilson, Tiit; Kuusk, Joel; Lükk, Tõnu

2008 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

A relascope for measuring canopy cover

Stenberg, Pauline; Korhonen, Lauri; Rautiainen, Miina

2008 in CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE (National Research Council of Canada)

ISSN: 0045-5067

Boreal forest leaf area index from optical satellite images Model simulations and empirical analyses using data from central Finland

Stenberg, Pauline; Rautiainen, Miina; Manninen, Terhikki; Voipio, Pekka; Mõttus, Matti

2008 in BOREAL ENVIRONMENT RESEARCH (FINNISH ENVIRONMENT INST)

ISSN: 1239-6095

Canopy spectral invariants for remote sensing and model applications

Huang, Dong; Knyazikhin, Yuri; Dickinson, Robert E.; Rautiainen, Miina; Stenberg, Pauline; Disney, Mathias; Lewis, Philip; Cescatti, Alessandro; Tian, Yuhong; Verhoef, Wout; Martonchik, John V.; Myneni, Ranga B.

2007 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Backscattering measurements from individual Scots pine needles

Kaasalainen, Sanna; Rautiainen, Miina

2007 in APPLIED OPTICS (OPTICAL SOC AMER)

Local models for forest canopy cover with beta regression

Korhonen, Lauri; Korhonen, Kari T.; Stenberg, Pauline; Maltamo, Matti; Rautiainen, Miina

2007 in SILVA FENNICA (FINNISH SOC FOREST SCIENCE-NATURAL RESOURCES INST FINLAND)

ISSN: 0037-5330

Leaf area index estimation of boreal and sub-arctic forest using ENVISAT/ASAR data of various swaths

Manninen, Terhikki; Stenberg, Pauline; Rautiainen, Miina; Voipio, Pekka

2007 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

Photon recollision probability in heterogeneous forest canopies Compatibility with a hybrid GO model

Mõttus, Matti; Stenberg, Pauline; Rautiainen, Miina

2007 in JOURNAL OF GEOPHYSICAL RESEARCH (AMER GEOPHYSICAL UNION)

ISSN: 0148-0227

Coupling forest canopy and understory reflectance in the Arctic latitudes of Finland

Rautiainen, Miina; Suomalainen, Juha; Mõttus, Matti; Stenberg, Pauline; Voipio, Pekka; Peltoniemi, Jouni; Manninen, Terhikki

2007 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

The importance of measurement errors for deriving accurate reference leaf area index maps for validation of moderate-resolution satellite LAI products

Huang, Dong; Yang, Wenze; Tan, Bin; Rautiainen, Miina; Zhang, Ping; Hu, Jiannan; Shabanov, Nikolay V.; Linder, Sune; Knyazikhin, Yuri; Myneni, Ranga B.

2006 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

Estimation of forest canopy cover A comparison of field measurement techniques

Korhonen, Lauri; Korhonen, Kari T.; Rautiainen, Miina; Stenberg, Pauline

2006 in SILVA FENNICA (FINNISH SOC FOREST SCIENCE-NATURAL RESOURCES INST FINLAND)

ISSN: 0037-5330

Validation of global moderate-resolution LAI products A framework proposed within the CEOS land product validation subgroup

Morisette, Jeffrey T.; Baret, Frédéric; Privette, Jeffrey L.; Myneni, Ranga B.; Nickeson, Jaime E.; Garrigues, Sébastien; Shabanov, Nikolay V.; Weiss, Marie; Fernandes, Richard A.; Leblanc, Sylvain G.; Kalacska, Margaret; Sánchez-Azofeifa, G. Arturo; Chubey, Michael; Rivard, Benoit; Stenberg, Pauline; Rautiainen, Miina; Voipio, Pekka; Manninen, Terhikki; Pilant, Andrew N.; Lewis, Timothy E.; Iiames, John S.; Colombo, Roberto; Meroni, Michele; Busetto, Lorenzo; Cohen, Warren B.; Turner, David P.; Warner, Eric D.; Petersen, G. W.; Seufert, Guenter; Cook, Robert

2006 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

MODIS leaf area index products From validation to algorithm improvement

Yang, Wenze; Tan, Bin; Huang, Dong; Rautiainen, Miina; Shabanov, Nikolay V.; Wang, Y.; Privette, Jeffrey L.; Huemmrich, Karl Fred; Fensholt, Rasmus; Sandholt, Inge; Weiss, M.; Ahl, Douglas E.; Gower, Stith T.; Nemani, Ramakrishna R.; Knyazikhin, Yuri; Myneni, Ranga B.

2006 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

Hot spot reflectance signatures of common boreal lichens

Kaasalainen, Sanna; Rautiainen, Miina

2005 in JOURNAL OF GEOPHYSICAL RESEARCH (AMER GEOPHYSICAL UNION)

ISSN: 0148-0227

Leaf area index estimation of boreal forest using ENVISAT ASAR

Manninen, Terhikki; Stenberg, Pauline; Rautiainen, Miina; Voipio, Pekka; Smolander, Heikki

2005 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

LAI estimation of boreal forest with ENVISAT ASAR

Manninen, Terhikki; Stenberg, P.; Rautiainen, Miina; Voipio, P.; Smolander, H.; Andersson, K.

2005 in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

ISSN: 0196-2892

BRDF measurement of understory vegetation in pine forests Dwarf shrubs, lichen, and moss

Peltoniemi, Jouni I.; Kaasalainen, Sanna; Näränen, Jyri; Rautiainen, Miina; Stenberg, Pauline; Smolander, Heikki; Smolander, Sampo; Voipio, Pekka

2005 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Simplified tree crown model using standard forest mensuration data for Scots pine

Rautiainen, Miina; Stenberg, Pauline

2005 in AGRICULTURAL AND FOREST METEOROLOGY (Elsevier Science B.V.)

ISSN: 0168-1923

Application of photon recollision probability in coniferous canopy reflectance simulations

Rautiainen, Miina; Stenberg, Pauline

2005 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Estimating canopy cover in scots pine stands

Rautiainen, Miina; Stenberg, Pauline; Nilson, Tiit

2005 in SILVA FENNICA (FINNISH SOC FOREST SCIENCE-NATURAL RESOURCES INST FINLAND)

ISSN: 0037-5330

Retrieval of leaf area index for a coniferous forest by inverting a forest reflectance model

Rautiainen, Miina

2005 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

The effect of crown shape on the reflectance of coniferous stands

Rautiainen, Miina; Stenberg, Pauline; Nilson, Tiit; Kuusk, Andres

2004 in REMOTE SENSING OF ENVIRONMENT (Elsevier Inc.)

ISSN: 0034-4257

Reduced simple ratio better than NDVI for estimating LAI in Finnish pine and spruce stands

Stenberg, Pauline; Rautiainen, Miina; Manninen, Terhikki; Voipio, Pekka; Smolander, Heikki

2004 in SILVA FENNICA (FINNISH SOC FOREST SCIENCE-NATURAL RESOURCES INST FINLAND)

ISSN: 0037-5330

Application of a forest reflectance model in estimating leaf area index of Scots pine stands using Landsat-7 ETM reflectance data

Rautiainen, Miina; Stenberg, Pauline; Nilson, Tiit; Kuusk, Andres; Smolander, Heikki

2003 in CANADIAN JOURNAL OF REMOTE SENSING (Canadian Aeronautics and Space Institute)

ISSN: 0703-8992

Conference proceedings

Effects of shoot-level structure on narrowband vegetation indices for Scots pine

Mõttus, Matti; Rautiainen, Miina

2012

ISBN: 9781479934065

Hyperspectral datasets of boreal forest understory vegetation in Finland

Rautiainen, Miina; Heiskanen, Janne; Mõttus, Matti; Peltoniemi, Jouni

2012

ISBN: 9781479934065

Atmospheric correction of a seasonal time series of Hyperion EO-1 images and red edge inflection point calculation

Vesanto, Veli Heikki; Mõttus, Matti; Heiskanen, Janne; Rautiainen, Miina; Majasalmi, Titta

2012

ISBN: 9781479934065

Generating fine resolution leaf area index maps for boreal forests of Finland

Heiskanen, Janne; Rautiainen, Miina; Korhonen, Lauri; Mõttus, Matti; Stenberg, Pauline

2011

ISBN: 9781457710056

Estimating canopy spectral invariants from ground reference and remote sensing data

Rautiainen, Miina; Stenberg, Pauline; Lukes, Petr; Mõttus, Matti; Heiskanen, Janne

2010

ISBN: 9781424489077

Modeling the spectral signature of forests Application of remote sensing models to coniferous canopies

Stenberg, Pauline; Mõttus, Matti; Rautiainen, Miina

2008

ISBN: 9781402064494

Boreal forest LAI retrieval using both optical and microwave data of ENVISAT

Manninen, Terhikki; Stenberg, Pauline; Rautiainen, Miina; Smolander, Heikki; Voipio, Pekka; Ahola, Heikki

2005

ISBN: 0780390504

Estimation of boreal forest LAI using C-band SAR

Manninen, T.; Stenberg, P.; Rautiainen, Miina; Smolander, H.; Voipio, P.

2003

Non-refereed scientific articles

Unrefereed journal articles

Uusi spektrikirjasto boreaalisista puulajeista

Hovi, Aarne; Raitio, Pekka; Rautiainen, Miina

2017 in METSÄTIETEEN AIKAKAUSKIRJA (Suomen Metsätieteellinen Seura ry)

ISSN: 1455-2515

Fysikaaliset menetelmät metsien kaukokartoituksessa

Rautiainen, Miina

2015 in METSÄTIETEEN AIKAKAUSKIRJA (Suomen Metsätieteellinen Seura ry)

ISSN: 1455-2515