Miina Rautiainen

  • Otakaari 4, 02150 Espoo

20032020

Research output per year

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Research Output

2020

A spectral analysis of common boreal ground lichen species

Kuusinen, N., Juola, J., Karki, B., Stenroos, S. & Rautiainen, M., 15 Sep 2020, In : Remote Sensing of Environment. 247, 13 p., 111955.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Boreaalisten metsien albedosta

Rautiainen, M., Kuusinen, N., Hovi, A. & Majasalmi, T., 2020, In : Metsätieteen Aikakauskirja. 2020, 10323.

Research output: Contribution to journalReview ArticleScientificpeer-review

Open Access
File

Dataset of tree canopy structure and variation in understory composition in a boreal forest site

Majasalmi, T. & Rautiainen, M., Jun 2020, In : Data in Brief. 30, 105573.

Research output: Contribution to journalArticleScientific

Open Access
File
10 Downloads (Pure)

Direct estimation of photon recollision probability using terrestrial laser scanning

Wang, D., Schraik, D., Hovi, A. & Rautiainen, M., 15 Sep 2020, In : Remote Sensing of Environment. 247, 111932.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Evaluating the performance of a double integrating sphere in measurement of reflectance, transmittance, and albedo of coniferous needles

Hovi, A., Mõttus, M., Juola, J., Manoocheri, F., Ikonen, E. & Rautiainen, M., 1 Jan 2020, In : Silva Fennica. 54, 2, 10270.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
22 Downloads (Pure)

Quantitative analysis of the links between forest structure and land surface albedo on a global scale

Alibakhshi, S., Naimi, B., Hovi, A., Crowther, T. W. & Rautiainen, M., 1 Sep 2020, In : Remote Sensing of Environment. 246, 111854.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
11 Downloads (Pure)

The impact of tree canopy structure on understory variation in a boreal forest

Majasalmi, T. & Rautiainen, M., 15 Jun 2020, In : Forest Ecology and Management. 466, 118100.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
13 Downloads (Pure)
2019

Bayesian inversion of a forest reflectance model using Sentinel-2 and Landsat 8 satellite images

Schraik, D., Varvia, P., Korhonen, L. & Rautiainen, M., 1 Aug 2019, In : Journal of Quantitative Spectroscopy and Radiative Transfer. 233, p. 1-12 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
113 Downloads (Pure)

Clarifying the role of radiative mechanisms in the spatio-temporal changes of land surface temperature across the Horn of Africa

Abera, T. A., Heiskanen, J., Pellikka, P., Rautiainen, M. & Maeda, E. E., 1 Feb 2019, In : Remote Sensing of Environment. 221, p. 210-224 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
8 Citations (Scopus)
124 Downloads (Pure)

Seasonal dynamics of albedo across European boreal forests : Analysis of MODIS albedo and structural metrics from airborne LiDAR

Hovi, A., Lindberg, E., Lang, M., Arumäe, T., Peuhkurinen, J., Sirparanta, S., Pyankov, S. & Rautiainen, M., 1 Apr 2019, In : Remote Sensing of Environment. 224, p. 365-381 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
201 Downloads (Pure)

Seasonal dynamics of lingonberry and blueberry spectra

Forsström, P., Peltoniemi, J. & Rautiainen, M., 1 Jan 2019, In : Silva Fennica. 53, 2, 19 p., 10150.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
155 Downloads (Pure)

Temporal dynamics of albedo and climate in the sparse forests of Zagros

Alibakhshi, S., Hovi, A. & Rautiainen, M., 1 May 2019, In : Science of the Total Environment. 663, p. 596-609 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
163 Downloads (Pure)
2018

A study on the drivers of canopy reflectance variability in a boreal forest

Hadi, H. & Rautiainen, M., 2018, In : REMOTE SENSING LETTERS. 9, 7, p. 666-675 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
125 Downloads (Pure)

Bayesian estimation of seasonal course of canopy leaf area index from hyperspectral satellite data

Varvia, P., Rautiainen, M. & Seppänen, A., 2018, In : Journal of Quantitative Spectroscopy and Radiative Transfer. 208, p. 19-28 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
7 Citations (Scopus)
23 Downloads (Pure)

Editorial for special issue "Optical remote sensing of boreal forests"

Rautiainen, M. & Pisek, J., 1 Nov 2018, In : Remote Sensing. 10, 11, 2 p., 1766.

Research output: Contribution to journalEditorialScientific

Open Access
File
107 Downloads (Pure)

Evaluation of Accuracy and Practical Applicability of Methods for Measuring Leaf Reflectance and Transmittance Spectra

Hovi, A., Forsström, P., Mõttus, M. & Rautiainen, M., Jan 2018, In : Remote Sensing. 10, 1, 19 p., 25.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Citations (Scopus)
173 Downloads (Pure)

Monitoring deforestation in rainforests using satellite data: A pilot study from Kalimantan, Indonesia

Hadi, Krasovskii, A., Maus, V., Yowargana, P., Pietsch, S. & Rautiainen, M., 2 Jul 2018, In : Forests. 9, 7, 389.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Citations (Scopus)
168 Downloads (Pure)

Special Issue "Optical Remote Sensing of Boreal Forests"

Rautiainen, M. (ed.) & Pisek, J. (ed.), 2018, In : Remote Sensing. 10, 11

Research output: Contribution to journalSpecial issueScientificpeer-review

Spectral Properties of Coniferous Forests: A Review of In Situ and Laboratory Measurements

Rautiainen, M., Lukěs, P., Homolova, L., Hovi, A., Pisek, J. & Mõttus, M., 2018, In : Remote Sensing. 10, 2, 28 p., 207.

Research output: Contribution to journalReview ArticleScientificpeer-review

Open Access
File
16 Citations (Scopus)
188 Downloads (Pure)
2017

Aalto-yliopiston uusi geoinformatiikan maisteriohjelma

Haggren, H., Virrantaus, K., Vermeer, M., Rautiainen, M., Vaaja, M., Hyyppä, H., Ståhle, P., Ahonen-Rainio, P., Multimäki, S. & Rönnholm, P., 8 Dec 2017, In : Maankäyttö. 4, p. 15-18

Research output: Contribution to journalArticleProfessional

A spectral analysis of 25 boreal tree species

Hovi, A., Raitio, P. & Rautiainen, M., 12 Sep 2017, In : Silva Fennica. 51, 4, 16 p., 7753.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
23 Citations (Scopus)
485 Downloads (Pure)

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

Majasalmi, T., Stenberg, P. & Rautiainen, M., 15 Jan 2017, In : Agricultural and Forest Meteorology. 232, p. 422-432 11 p.

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

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

Korhonen, L., Hadi, H., Packalen, P. & Rautiainen, M., Jun 2017, In : Remote Sensing of Environment. 195, p. 259-274 16 p.

Research output: Contribution to journalArticleScientificpeer-review

97 Citations (Scopus)

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

Yang, B., Knyazikhin, Y., Mõttus, M., Rautiainen, M., Stenberg, P., Yan, L., Chen, C., Yan, K., Choi, S., Park, T. & Myneni, R. B., Sep 2017, In : Remote Sensing of Environment. 198, 1, p. 69-84 16 p.

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)

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

Hadi, H., Pfeifer, M., Korhonen, L., Wheeler, C. & Rautiainen, M., 1 Nov 2017, In : Remote Sensing of Environment. 201, p. 314-330 17 p.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

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

Varvia, P., Rautiainen, M. & Seppänen, A., 1 Apr 2017, In : Journal of Quantitative Spectroscopy and Radiative Transfer. 191, p. 19-29 11 p.

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

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

Alibakhshi, S., Groen, T. A., Rautiainen, M. & Naimi, B., 2017, In : Remote Sensing. 9, 4, p. 1-19 19 p., 352.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
170 Downloads (Pure)

Seasonality of albedo and FAPAR in a boreal forest

Hovi, A., Lukes, P. & Rautiainen, M., 15 Dec 2017, In : Agricultural and Forest Meteorology. 247, p. 331-342 12 p.

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

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

Mõttus, M., Hovi, A. & Rautiainen, M., 20 Jan 2017, In : Applied Optics. 56, 3, p. 563-571 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
9 Citations (Scopus)
114 Downloads (Pure)

Uusi spektrikirjasto boreaalisista puulajeista

Hovi, A., Raitio, P. & Rautiainen, M., 6 Oct 2017, In : Metsätieteen Aikakauskirja. 3 p., 7819.

Research output: Contribution to journalArticleScientific

Open Access
File
2016

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

Yang, B., Knyazikhin, Y., Lin, Y., Yan, K., Chen, C., Park, T., Choi, S., Mottus, M., Rautiainen, M., Myneni, R. B. & Yan, L., Jul 2016, In : Remote Sensing. 8, 7, 17 p., 563.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
338 Downloads (Pure)

Multidecadal analysis of forest growth and albedo in boreal Finland

Lukěs, P., Stenberg, P., Mõttus, M., Manninen, T. & Rautiainen, M., Oct 2016, In : INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 52, p. 296-305

Research output: Contribution to journalArticleScientificpeer-review

11 Citations (Scopus)

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

Stenberg, P., Mõttus, M. & Rautiainen, M., 15 Sep 2016, In : Remote Sensing of Environment. 183, p. 98-108 11 p.

Research output: Contribution to journalArticleScientificpeer-review

29 Citations (Scopus)

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

Hovi, A., Liang, J., Korhonen, L., Kobayashi, H. & Rautiainen, M., 3 Nov 2016, In : BIOGEOSCIENCES. 13, p. 6015-6030

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
12 Citations (Scopus)
134 Downloads (Pure)

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

Pisek, J., Chen, J. M., Kobayashi, H., Rautiainen, M., Schaepman, M. E., Karnieli, A., Sprinstin, M., Ryu, Y., Nikopensius, M. & Raabe, K., Mar 2016, In : JOURNAL OF GEOPHYSICAL RESEARCH: BIOGEOSCIENCES. 121, 3, p. 855–863

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
86 Downloads (Pure)

Structural factors driving boreal forest albedo in Finland

Kuusinen, N., Stenberg, P., Korhonen, L., Rautiainen, M. & Tomppo, E., 15 Mar 2016, In : Remote Sensing of Environment. 175, p. 43-51 9 p.

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

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

Hadi, H., Korhonen, L., Hovi, A., Rönnholm, P. & Rautiainen, M., 2016, In : INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 53, p. 118–127

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

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

Majasalmi, T. & Rautiainen, M., 3 May 2016, In : REMOTE SENSING LETTERS. 7, 5, p. 427-436 10 p.

Research output: Contribution to journalArticleScientificpeer-review

35 Citations (Scopus)
2015
2 Citations (Scopus)

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

Pisek, J., Rautiainen, M., Nikopensius, M. & Raabe, K., 5 Jun 2015, In : Remote Sensing of Environment. 163, p. 42-47 6 p.

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)

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

Yáñez-Rausell, L., Malenovský, Z., Rautiainen, M., Clevers, J. G. P. W., Lukeš, P., Hanuš, J. & Schaepman, M. E., 1 Apr 2015, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8, 4, p. 1534-1544 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Fysikaaliset menetelmät metsien kaukokartoituksessa

Rautiainen, M., 2015, In : Metsätieteen Aikakauskirja. 2, p. 109-112

Research output: Contribution to journalArticleScientific

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

Rautiainen, M. & Stenberg, P., 5 Jun 2015, In : Agricultural and Forest Meteorology. 206, p. 1-3 3 p.

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

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

Rautiainen, M. & Lukes, P., 15 Dec 2015, In : Remote Sensing of Environment. 171, 171, p. 98-104 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
98 Downloads (Pure)

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

Widlowski, J. L., Mio, C., Disney, M., Adams, J., Andredakis, I., Atzberger, C., Brennan, J., Busetto, L., Chelle, M., Ceccherini, G., Colombo, R., Côté, J. F., Eenmäe, A., Essery, R., Gastellu-Etchegorry, J. P., Gobron, N., Grau, E., Haverd, V., Homolová, L., Huang, H. & 22 others, Hunt, L., Kobayashi, H., Koetz, B., Kuusk, A., Kuusk, J., Lang, M., Lewis, P. E., Lovell, J. L., Malenovský, Z., Meroni, M., Morsdorf, F., Mõttus, M., Ni-Meister, W., Pinty, B., Rautiainen, M., Schlerf, M., Somers, B., Stuckens, J., Verstraete, M. M., Yang, W., Zhao, F. & Zenone, T., 1 Nov 2015, In : Remote Sensing of Environment. 169, p. 418-437 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
89 Citations (Scopus)
527 Downloads (Pure)

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

Majasalmi, T., Rautiainen, M., Stenberg, P. & Manninen, T., 2015, In : Remote Sensing. 7, 2, p. 1359-1379 21 p.

Research output: Contribution to journalArticleScientificpeer-review

15 Citations (Scopus)
2014

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, P., Rautiainen, M., Manninen, T., Stenberg, P. & Mõttus, M., 1 Dec 2014, In : Remote Sensing of Environment. 155, p. 377-377 1 p.

Research output: Contribution to journalComment/debateScientificpeer-review

Geographical gradients in boreal forest albedo and structure in Finland

Lukeš, P., Rautiainen, M., Manninen, T., Stenberg, P. & Mõttus, M., 2014, In : Remote Sensing of Environment. 152, p. 526-535 10 p.

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)

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

Majasalmi, T., Rautiainen, M. & Stenberg, P., 1 Jun 2014, In : Agricultural and Forest Meteorology. 189-190, p. 118-124 7 p.

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)