Research Output

2020

A hierarchical clustering method for land cover change detection and identification

Häme, T., Sirro, L., Kilpi, J., Seitsonen, L., Andersson, K. & Melkas, T., 29 May 2020, In : Remote Sensing. 12, 11, 1751.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
24 Downloads (Pure)

Automatic Cloud Detection Method Based on Generative Adversarial Networks in Remote Sensing Images

Li, J., Wu, Z., Hu, Z., Zhang, Y. & Molinier, M., 3 Aug 2020, In : ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 2, p. 885-892 8 p.

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

Open Access
File
10 Downloads (Pure)

Estimation of boreal forest floor reflectance from airborne hyperspectral data of coniferous forests

Markiet, V. & Mõttus, M., Nov 2020, In : Remote Sensing of Environment. 249, 112018.

Research output: Contribution to journalArticleScientificpeer-review

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

Evaluating landfast sea ice ridging near UtqiagVik Alaska Using TanDEM-X interferometry

Marbouti, M., Eriksson, L. E. B., Dammann, D. O., Demchev, D., Jones, J., Berg, A. & Antropov, O., 1 Apr 2020, In : Remote Sensing. 12, 8, 1247.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
7 Downloads (Pure)

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., 3 Mar 2020, In : Silva Fennica. 54, 2, 10270.

Research output: Contribution to journalArticleScientificpeer-review

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

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers

Jacob, A. W., Notarnicola, C., Suresh, G., Antropov, O., Ge, S., Praks, J., Ban, Y., Pottier, E., Mallorqui Franquet, J. J., Duro, J., Engdahl, M. E., Vicente-Guijalba, F., Lopez-Martinez, C., Lopez-Sanchez, J. M., Litzinger, M., Kristen, H., Mestre-Quereda, A., Ziolkowski, D. & Lavalle, M., 22 Jan 2020, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13, p. 535-552 18 p., 8966616.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
3 Citations (Scopus)

Thin cloud removal in optical remote sensing images based on generative adversarial networks and physical model of cloud distortion

Li, J., Wu, Z., Hu, Z., Zhang, J., Li, M., Mo, L. & Molinier, M., Aug 2020, In : ISPRS Journal of Photogrammetry and Remote Sensing. 166, p. 373-389 17 p.

Research output: Contribution to journalArticleScientificpeer-review

2016

Building blocks for semiempirical models for forest parameter extraction from interferometric X-band SAR images

Praks, J., Olesk, A., Voormansik, K., Antropov, O., Zalite, K. & Noorma, M., 3 Nov 2016, Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International . IEEE Institute of Electrical and Electronic Engineers, p. 736-739

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

Interferometric SAR coherence models for characterization of hemiboreal forests using TanDEM-X data

Olesk, A., Praks, J., Antropov, O., Zalite, K., Arumäe, T. & Voormansik, K., 2016, In : Remote Sensing. 8, 9, 700.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
33 Citations (Scopus)

Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests

Antropov, O., Rauste, Y., Väänänen, A., Mutanen, T. & Häme, T., 3 Nov 2016, Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. IEEE Institute of Electrical and Electronic Engineers, p. 3906-3909 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

6 Citations (Scopus)

Monitoring of agricultural grasslands with time series of X-band repeat-pass interferometric SAR

Zalite, K., Antropov, O., Praks, J., Voormansik, K. & Noorma, M., 2016, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9, 8, p. 3687-3697

Research output: Contribution to journalArticleScientificpeer-review

14 Citations (Scopus)

On clear-cut mapping with time-series of Sentinel-1 data in boreal forest

Rauste, Y., Antropov, O., Mutanen, T. & Häme, T., 2016, Proceedings of Living Planet Symposium 2016. European Space Agency ESA, Vol. SP-740.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2015

Clear-cut mapping in Landsat 8 images with a change detection method based on the random forest algorithm

Molinier, M., Antropov, O. & Mutanen, T., 2015. 2 p.

Research output: Contribution to conferenceConference articleScientific

Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass

Antropov, O., Rauste, Y., Häme, T. & Praks, J., 12 Nov 2015, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers, p. 3862-3865

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North State

Häme, T., Mutanen, T., Rauste, Y., Antropov, O., Molinier, M., Quegan, S., Kantzas, E., Mäkelä, A., Minunno, F., Benediktsson, J. A., Falco, N., Arnason, K., Storvold, R., Haarpaintner, J., Elsakov, V. & Rasinmäki, J., 2015, Proceedings: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE Institute of Electrical and Electronic Engineers, p. 2048-2051

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

4 Citations (Scopus)

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North State

Häme, T., Mutanen, T., Rauste, Y., Antropov, O., Molinier, M., Quegan, S., Kantzas, E., Mäkelä, A., Minunno, F., Benediktsson, J. A., Falco, N., Arnason, K., Storvold, R., Haarpaintner, J., Elsakov, V. & Rasinmäki, J., 2015.

Research output: Contribution to conferenceConference AbstractScientific

Selective logging of tropical forests observed using L- and C-band SAR satellite data

Antropov, O., Rauste, Y., Seifert, F. M. & Häme, T., 12 Nov 2015, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers, p. 3870-3873 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

4 Citations (Scopus)
2014

Flood mapping with terraSAR-X in forested regions in Estonia

Voormansik, K., Praks, J., Antropov, O., Jagomägi, J. & Zalite, K., 2014, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7, 2, p. 562-577 16 p.

Research output: Contribution to journalArticleScientificpeer-review

31 Citations (Scopus)

Land cover and forest mapping in boreal zone using polarimetric and interferometric SAR data: Dissertation

Antropov, O., 2014, Espoo: Aalto University. 165 p.

Research output: ThesisDissertationCollection of Articles

Open Access

Land cover and soil type mapping from spaceborne PolSAR data at L-band with probabilistic neural network

Antropov, O., Rauste, Y., Astola, H., Praks, J., Häme, T. & Hallikainen, M., 2014, In : IEEE Transactions on Geoscience and Remote Sensing. 52, 9, p. 5256-5270 15 p.

Research output: Contribution to journalArticleScientificpeer-review

41 Citations (Scopus)

Towards detecting mowing of agricultural grasslands from multi-temporal COSMO-SkyMed data

Zalite, K., Voormansik, K., Praks, J., Antropov, O. & Noorma, M., 4 Nov 2014, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., p. 5076-5079 4 p. 6947638

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

7 Citations (Scopus)
2013
39 Citations (Scopus)
10 Citations (Scopus)

Mapping selective logging in tropical forestwith space-borne SAR data

Rauste, Y., Antropov, O., Häme, T., Ramminger, G., Gomez, S. & Seifert, F. M., 2013, Proceedings of the ESA Living Planet Symposium 2013. Noordwijk, The Netherlands: European Space Agency ESA, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Stand-level stem volume of boreal forests from spaceborne SAR imagery at L-Band

Antropov, O., Rauste, Y., Ahola, H. & Häme, T., 2013, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6, 1, p. 35-44 10 p.

Research output: Contribution to journalArticleScientificpeer-review

28 Citations (Scopus)
2012

Boreal forest tree height estimation from interferometric TanDEM-X images

Praks, J., Hallikainen, M., Antropov, O. & Molinda, D., 2012, Proceedings: IEEE Geoscience and Remote Sensing Symposium, IGARSS 2012 . IEEE Institute of Electrical and Electronic Engineers, p. 1262-1265

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

13 Citations (Scopus)

Improving flood forecasting using multi-source remote sensing data together with in situ measurements: Report of the Floodfore project

Kolhinen, V. (ed.), Metsämäki, S. (ed.), Vehviläinen, B. (ed.), Kuitunen, T. (ed.), Lemmetyinen, J. (ed.), Pulliainen, J. (ed.), Rautiainen, K. (ed.), Smolander, T. (ed.), Antropov, O. (ed.), Berglund, R. (ed.), Kiviniemi, J. (ed.), Rauste, Y. (ed.) & Kärnä, J-P., 2012, Helsinki: Finnish Environment Institute SYKE. 47 p. (Finnish Environment; No. 12, Vol. 2012).

Research output: Book/ReportReport

LIDAR-Aided SAR Interferometry Studies in Boreal Forest: Scattering Phase Center and Extinction Coefficient at X- and L-Band

Praks, J., Antropov, O. & Hallikainen, M., 2012, In : IEEE Transactions on Geoscience and Remote Sensing. 50, 10, p. 3831-3843 13 p.

Research output: Contribution to journalArticleScientificpeer-review

54 Citations (Scopus)

Peatland delineation under forest canopy with polsar data using model based decomposition technique

Antropov, O., Rauste, Y., Praks, J., Hallikainen, M. & Häme, T., 2012, IEEE Geoscience and Remote Sensing Symposium 2012 Proceedings. IEEE Institute of Electrical and Electronic Engineers, p. 4918-4921

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

PolSAR mosaic normalization for improved land-cover mapping

Antropov, O., Rauste, Y., Lönnqvist, A. & Häme, T., 2012, In : IEEE Geoscience and Remote Sensing Letters. 9, 6, p. 1074-1078 4 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
10 Citations (Scopus)
2011

Volume scattering modelling in PolSAR decompositions: Study of ALOS PALSAR data over boreal forest

Antropov, O., Rauste, Y. & Häme, T., 2011, In : IEEE Transactions on Geoscience and Remote Sensing. 49, 10, p. 3838-3848 11 p.

Research output: Contribution to journalArticleScientificpeer-review

84 Citations (Scopus)
2008

Mapping Boreal forest biomass with imagery from polarimetric and semi-polarimetric SAR sensors

Rauste, Y., Lönnqvist, A. & Ahola, H., 2008, Proceedings of VIII seminario de atualizacao em sensoriamento remoto e sistemas de informacoes geograficas aplicados a engenharia florestal. Curitiba, p. 596-603

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Open Access
2007

Detection of forest changes over French Guiana using ERS-1 and asar imagery

Rauste, Y., Häme, T., Ahola, H., Stach, N. & Henry, J. B., Jul 2007, Proceedings of the Envisat Symposium 2007. Sawaya-Lacoste, H. & Ouwehand, L. (eds.). Noordwijk: European Space Agency ESA, 6 p. (ESA Special Publication, Vol. 636).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)

JERS-1 SAR data in forest biomass mapping in Northern taiga zone

Rauste, Y., Ahola, H., Manninen, T., Smolander, H. & Voipio, P., 2007, Proceedings: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007. IEEE Institute of Electrical and Electronic Engineers, p. 2338-2341

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Mobile SOA: Service Orientation on Lightweight Mobile Devices

Tergujeff, R., Haajanen, J., Leppänen, J. & Toivonen, S., 2007, Proceedings: IEEE International Conference on Web Services, ICWS 2007. IEEE Institute of Electrical and Electronic Engineers, p. 1224-1225

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

40 Citations (Scopus)

Ontology-based knowledge in interactive maintenance guide

Nyrkkö, S., Carlson, L., Keijola, M., Ahonen-Myka, H., Niemi, J., Piitulainen, J., Viitanen, S., Meri, M., Seitsonen, L., Mannonen, P. & Juvonen, J., 2007, Proceedings of the 40th Annual Hawaii International Conference on System Sciences, HICSS 2007. IEEE Institute of Electrical and Electronic Engineers, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)
Open Access
2004

An overview of the JERS-1 SAR global boreal forest mapping (GBFM) project

Rosenqvist, Å., Shimada, M., Chapman, B., McDonald, K., De Grandi, G., Jonsson, H., Williams, C., Rauste, Y., Nilsson, M., Sango, D. & Matsumoto, M., 2004, IGARSS 2004, IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers, 5 p. 2WE_43_10

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

43 Citations (Scopus)

The GBFM radar mosaic of the Eurasian Taiga: Selected topics on geo-location and preliminary thematic products

De Grandi, G., Spirolazzi, V., Rauste, Y. A., Curto, L., Rosenqvist, A. & Shimada, M., 2004, IGARSS 2004: 2004 IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers, p. 507-510 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

10 Citations (Scopus)
2002

B2B eBusiness technology survey and evaluation of a logistics service business case: UWe - New Web Technologies and Distributed Architecture

Haajanen, J., Kotovirta, V., Tergujeff, R. & Berglund, R., 2002, 0.3-2 ed. VTT Technical Research Centre of Finland. 56 p. (VTT Information Technology. Research Report; No. TTE1-2002-2).

Research output: Book/ReportReport

Digital high resolution weather, sea ice and ocean information to the users at sea: the IWICOS demonstration during the Aranda expedition in the Fram Strait

Seinä, A., Berglund, R., Haajanen, J., Kotovirta, V., Mansner, J., Tergujeff, R., Launiainen, J., Eriksson, P., Johansson, M., Vainio, J., Lind, M. & Grönvall, H., 2002, Building the European Capacity in Operational Oceanography: Proceedings of the Third International Conference on EuroGOOS. Elsevier, p. 627-632 (Elsevier Oceanography Series, Vol. 69).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

IWICOS architecture - software architecture for marine GIS-data interoperability

Haajanen, J., Berglund, R., Kotovirta, V. & Tergujeff, R., 2002, Building the European Capacity in Operational Oceanography: Proceedings of the Third International Conference on EuroGOOS. Elsevier, p. 633-635 (Elsevier Oceanography Series, Vol. 69).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)
2001

Combining AVHRR and ATSR satellite sensor data for operational boreal forest fire detection

Kelhä, V. & Rauste, Y., 2001, 3rd International Workshop on Remote Sensing and GIS applications to Forest Fire Management: New methods and sensors: Paris, France, 17-18 May 2001. European Association of Remote Sensing Laboratories EARSeL, p. 85-87

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

MobGISFrame - Java Software framework for mobile GIS applications

Laakso, M., Berglund, R., Tergujeff, R. & Haajanen, J., 2001. 11 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Two- and three-dimensional CFD modelling of a bubbling bed experiment

Taivassalo, V., Koskinen, K. K., Jacobson, T., Manninen, M. & Parmes, E., 2001, Proceedings of the ICMF-2001: 4th international conference on multiphase flow: New Orleans, Louisiana, USA. 27 May - 1 June 2001. 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

2000

Detector Modules for OMI Ozone Monitoring Instrument Onboard NASA EOS AURA Satellite

Tuppurainen, J., Astola, H., Holmlund, C., Immonen, H., Kyrenius, P., Luntama, T., Näkki, I., Saari, H. & TalviOja, M., 2000. 1 p.

Research output: Contribution to conferenceConference articleScientific

Forest fire detection by satellites for fire control

Kelhä, V., Rauste, Y. & Buongiorno, A., 2000, Automation Technology Review 2000. VTT Technical Research Centre of Finland, p. 34-40 (Automation Technology Review).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientific

Qualification of an ozone monitoring instrument for the EOS AURA satellite

Saari, H., Astola, H., Holmlund, C., Kyrenius, P., Luntama, T., Näkki, I., TalviOja, M. & Tuppurainen, J., 2000, Automation Technology Review 2000. VTT Technical Research Centre of Finland, p. 26-33 (Automation Technology Review).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientific

Quality control and refinement of the coregistration of multiresolution reflectance and land cover data

Parmes, E. & Väätäinen, S., 2000, XIXth Congress of the International Society for Photogrammetry and Remote Sensing: Amsterdam, the Netherlands, 16-23 July 2000. GITC B.V., p. 813-817 (International Archives of Photogrammetry and Remote Sensing, Vol. 33).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

1 Citation (Scopus)
1992

Estimation of biomass in mixed forests using polarimetric SAR data

Rauste, Y., 1992, International Geoscience and Remote Sensing Symposium (IGARSS 1992): International Space Year: Space Remote Sensing. Williamson, R. & Stein, T. (eds.). IEEE Institute of Electrical and Electronic Engineers, p. 789-791 576835. (IEEE International Geoscience and Remote Sensing Symposium Proceedings, Vol. 12).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)