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Research Output 2005 2019

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Article
2019
3 Citations (Scopus)

A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem

Mohammadimanesh, F., Salehi, B., Mahdianpari, M., Gill, E. & Molinier, M., 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 151, p. 223-236 14 p.

Research output: Contribution to journalArticleScientificpeer-review

radar imagery
semantics
ecosystems
synthetic aperture radar
Synthetic aperture radar
3 Citations (Scopus)

Comparison of Sentinel-2 and Landsat 8 imagery for forest variable prediction in boreal region

Astola, H., Häme, T., Sirro, L., Molinier, M. & Kilpi, J., 15 Mar 2019, In : Remote Sensing of Environment. 223, p. 257-273 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Landsat
imagery
prediction
Mean square error
stem

Effect of cellulase family and structure on modification of wood fibres at high consistency

Rahikainen, J., Ceccherini, S., Molinier, M., Holopainen-Mantila, U., Reza, M., Väisänen, S., Puranen, T., Kruus, K., Vuorinen, T., Maloney, T., Suurnäkki, A. & Grönqvist, S., 30 May 2019, In : Cellulose. 26, 8, p. 5085-5103 19 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Cellulase
Wood
Fibers
Pulp
Enzymes
2018
18 Citations (Scopus)

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74–85 12 p.

Research output: Contribution to journalArticleScientificpeer-review

remote sensing
Remote sensing
textures
Textures
texture
3 Citations (Scopus)

Landsat time series analysis for temperate forest cover change detection in the Sierra Madre Occidental, Durango, Mexico

Novo-Fernández, A., Franks, S., Wehenkel, C., López-Serrano, P. M., Molinier, M. & López-Sánchez, C. A., 2 Jul 2018, In : International Journal of Applied Earth Observation and Geoinformation. 73, p. 230-244 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Time series analysis
time series analysis
temperate forest
forest cover
Landsat
2017
5 Citations (Scopus)
Open Access
satellite imagery
pixel
VIIRS
Suomi NPP
detection
2016
18 Citations (Scopus)

Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping

Molinier, M., López-Sánchez, C. A., Toivanen, T., Korpela, I., Corral-Rivas, J. J., Tergujeff, R. & Häme, T., 2016, In : Remote Sensing. 8, 10, 23 p., 869.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
biomass
forest inventory
basal area
stem
accuracy assessment
2013

Water quality analysis using an inexpensive device and a mobile phone

Toivanen, T., Sampsa, K., Kotovirta, V., Molinier, M. & Peng, C., 2013, In : Environmental Systems Research. 2, 9, 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
water quality
transparency
turbidity
water
mobile phone
2010
40 Citations (Scopus)

Polarimetric SAR data in land cover mapping in boreal zone

Lönnqvist, A., Rauste, Y., Molinier, M. & Häme, T., 1 Oct 2010, In : IEEE Transactions on Geoscience and Remote Sensing. 48, 10, p. 3652-3662 11 p., 5475228.

Research output: Contribution to journalArticleScientificpeer-review

land cover
synthetic aperture radar
unsupervised classification
image classification
Peat
2007
39 Citations (Scopus)
Satellite imagery
Information retrieval systems
Self organizing maps
satellite imagery
information system

Supporting City Planning with Traffic Monitoring in Image Sequences

Molinier, M., 2007, In : ERCIM News. 68, p. 51-52

Research output: Contribution to journalArticleProfessional

Open Access
Urban planning
Monitoring
Crosswalks
Geographic information systems
Planning
2006
1 Citation (Scopus)

Role of aerial imagery in traffic monitoring

Ahola, H. & Molinier, M., 2006, In : Traffic Engineering & Control. 47, 3, p. 110-115 6 p.

Research output: Contribution to journalArticleProfessional

imagery
information technology
image processing
stabilization
software
2005

Liikennetutkimus ilmakuvien avulla

Ahola, H. & Molinier, M., 2005, In : Tie & Liikenne. 11

Research output: Contribution to journalArticleProfessional