Publications and Deliverables

Articles in peer-reviewed journals

2016

  • F. Minunno, M. Peltoniemi, S. Launiainen, M. Aurela, A. Lindroth, A. Lohila, I. Mammarella, K. Minkkinen and A. Mäkelä - Calibration and validation of a semi-empirical flux ecosystem model for coniferous forests in the Boreal region, Ecological Modelling, 341, pp. 37-52, 2016. (html)

2015

  • G. Cavallaro, M. Dalla Mura, J. A. Benediktsson and L. Bruzzone - Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images, IEEE Geoscience and Remote Sensing Letters, 12:8, pp. 1690-1694, 2015. (html)
  • G. Cavallaro, M. Dalla Mura, J.A. Benediktsson and A. Plaza - Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes, IEEE Transactions on Geoscience Remote Sensing, 54:7, pp. 3899-3911, 2015. (html)
  • G. Cavallaro, M. Riedel, M. Richerzhagen, J.A. Benediktsson and A. Plaza - On Understanding Big Data Impacts in Remotely Sensed Image Classification using Support Vector Machine Methods, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 8:10, pp. 4634-4646, 2015. (html)
  • V.V. Elsakov and N.V. Polikarpova - Satellite methods for the analysis of changes of lichen cover at vegetation communities of natural reserve «Pasvik», Modern problems of remote sensing of the Earth from space, 12:3, pp. 87-97, 2015. (html)
  • N. Falco, J.A. Benediktsson and L. Bruzzone - Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles, IEEE Transactions on Geoscience Remote Sensing, 53:11, pp. 6223 - 6240, 2015. (html)
  • F. Minunno, M. Peltoniemi, S. Launiainen, M. Aurela, A. Lindroth, A. Lohila, I. Mammarella, K. Minkkinen and A. Mäkelä - A simplified gross primary production and evapotranspiration model for Boreal coniferous forests – is a generic calibration sufficient?, Geoscientific Model Development Discussions (GMDD), 8, pp. 5089-5137, 2015. (html).
  • E.M. Sigurdsson, A. Plaza and J.A. Benediktsson - GPU Implementation of Iterative Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 8:6, pp. 2939 - 2949, 2015. (html)
  • E.I. Shubnitsina and V.V. Elsakov - Ecological and Landscape Research in the National Park «Yugyd Va» (Komi Republic), Russian Journal of Ecotourism, 8, pp. 12-16, 2014.

2014

  • O. Antropov, Y. Rauste, H. Astola, J. Praks, T. Häme and M. Hallikainen - Land cover and soil type mapping from spaceborne PolSAR data at L-band with probabilistic neural network, IEEE Transactions on Geoscience and Remote Sensing, 52:9, pp. 5256-5270, 2014. (html)


Conference articles

2016

  • V.V. Elsakov et al. - RS-technology for phenological and quantitative parametrs inventory of forest ecosystems in Aerospace methods and GIS technologies in forestry, Moscow 20-22.4.2016.
  • O. Antropov, Y. Rauste, A. Väänänen, T. Mutanen and T. Häme - Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests, In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2016.
  • C. Davids, R. Storvold, J.A. Haarpaintner and K. Árnason - Simulation of Sentinel-2A red edge bands with RPAS based multispectral data, European Space Agency, (Special Publication) ESA SP-740, Proc. ESA Living Planet Symp. 2016.
  • N. Falco, G. Cavallaro, P.R. Marpu and J. A. Benediktsson - Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis, in IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2016, pp. 3374–3377.
  • J. Haarpainter, C. Davids, R. Storvold and T. Mutanen - Boreal forest land cover mapping in Iceland and Finland using Sentinel-1A, European Space Agency, (Special Publication) ESA SP-740, Proc. ESA Living Planet Symp. 2016.
  • Y. Rauste, O. Antropov, T. Mutanen and T§. Häme - On clear-cut mapping with time-series of Sentinel-1 data in boreal forest, European Space Agency, (Special Publication) ESA SP-740, Proc. ESA Living Planet Symp. 2016.
  • F. Minunno, T. Mutanen, M. Aurela, T. Häme, Y. Liski, T. Vesala and A. Mäkelä - Assessing the carbon and water balance of Boreal forests using a process-based model driven by satellite images. In ForestSAT2016: a bridge between forest sciences, remote sensing and geo-spatial applications. 2016.

2015

  • V.V. Elsakov and A. Borovlev - Using of satellite and UAV-tehnology in monitoring of forest felling changes Modern problems of remote sensing of Earth. Moscow, 2015. 16-20 November.
  • A. Mäkelä, T. Kalliokoski and M. Peltoniemi - Projections of forest productivity under climate change: uncertainties related to C and N limitation In 17th International Boreal Forest Research Association Conference, May 24 to 29, 2015, in Rovaniemi, Finland.
  • A.J. Borovlev and V.V. Elsakov - Satellites images for analysis of canopy parameters of Pechora submountains forests In Forest ecosystems in the conditions of climate change: biological productivity and remote monitoring. 14-15 October 2015, Yoshkar-Ola. Povoljskii State University.
  • V.V. Elsakov et al. - Impact of climate fluctuations on Subpolar regions of European Russia: Results from international collaborative research In Celebrating ten years of Northern Eurasia Earth Science Partnership Initiative Research: Synthesis and Future Plans, Prague 2015.
  • G. Cavallaro, M. Dalla Mura, N. Falco and J.A. Benediktsson - Automatic morphological attribute profiles. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015.
  • G. Cavallaro, M. Riedel, M. Goetz, C. Bodenstein, M. Richerzhagen, P. Glock and J.A. Benediktsson - Scalable developments for big data analytics in remote sensing . In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015.
  • G. Cavallaro, N. Falco, M. Dalla Mura, L. Bruzzone and J.A. Benediktsson - Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions . Proc. of 12th International Symposium on Mathematical Morphology (ISMM 2015), May 2015.
  • O. Antropov, Y. Rauste, T. Häme and J. Praks - TanDEM-X InSAR time series data in forest cover mapping in boreal zone . In 9th International Workshop Fringe 2015 Advances in the Science and Applications of SAR Interferometry and Sentinel-1 InSAR Workshop.
  • O. Antropov, Y. Rauste, T. Häme and J. Praks - Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass . In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015.
  • O. Antropov, Y. Rauste, F.M. Seifert and T. Häme - Selective logging of tropical forests observed using L- and C-band SAR satellite data . In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015.
  • A. Mäkelä, T. Kalliokoski and M. Peltoniemi - Uncertainty about future nitrogen availability dominates boreal forest growth projections, In EGU General Assembly, April 2015.
  • T. Häme, T. Mutanen, Y. Rauste, O. Antropov, M. Molinier, S. Quegan, E. Kantzas, A. Mäkelä, F. Minunno, J.A. Benediktsson, N. Falco, K. Arnason, R. Storvold, J. Haarpaintner, V. Elsakov and J. Rasinmäki - North State - Enabling Intelligent GMES Services for Carbon and Water Balance Modeling of Northern Forest Ecosystems, In EGU General Assembly, April 2015.
  • T. Häme, T. Mutanen, Y. Rauste, O. Antropov, M. Molinier, S. Quegan, E. Kantzas, A. Mäkelä, F. Minunno, J.A. Benediktsson, N. Falco, K. Arnason, R. Storvold, J. Haarpaintner, V. Elsakov and J. Rasinmäki - North State - Enabling Intelligent GMES Services for Carbon and Water Balance Modeling of Northern Forest Ecosystems, In 36th International Symposium on Remote Sensing of Environment (ISRSE), May 2015.
  • T. Häme, T. Mutanen, Y. Rauste, O. Antropov, M. Molinier, S. Quegan, E. Kantzas, A. Mäkelä, F. Minunno, J.A. Benediktsson, N. Falco, K. Arnason, R. Storvold, J. Haarpaintner, V. Elsakov and J. Rasinmäki - North State - Enabling Intelligent GMES Services for Carbon and Water Balance Modeling of Northern Forest Ecosystems, In IEEE International Geoscience and Remote Sensing Symposium IGARSS 2015.

2014

  • V.V. Elsakov et al. - Effects of climate fluctuation to subpolar Ural and subarctic forest changes . The 13th International Circumpolar Remote Sensing Symposium», Reykjavik, Island, 2014.
  • G. Cavallaro, J.A. Benediktsson and M. Riedel - Parallel SVM for the analysis of hyperspectral data, In EGU General Assembly, April 2014.
  • G. Cavallaro, M. Dalla Mura, J.A. Benediktsson and L. Bruzzone - A comparison of self-dual attribute profiles based on different filter rules for classification. In IGARSS 2014. (html,)
  • G. Cavallaro, M. Riedel, J.A. Benediktsson, M. Goetz, T. Runarsson, K. Jonasson and T. Lippert - Smart data analytics methods for remote sensing applications. In IGARSS 2014. (html)
  • N. Falco, L. Bruzzone and J.A. Benediktsson - An ICA based approach to hyperspectral image feature reduction. In IGARSS 2014. (html, pdf)
  • H. Astola, M. Molinier, M. Simons and P. Susila - Forest Stem Volume and Storm Damage Mapping in Finland and Russia. In IGARSS 2014. (html)
  • T. Häme and T. Mutanen - North State - Enabling Intelligent GMES Services for Carbon and Water Balance Modeling of Northern Forest Ecosystems, In Sentinel 2 for Science, May 2014. (pdf)


Public deliverables

# Date Name Description
D5.3 1.12.2013 www site, initial version The North State website.
D5.4 30.9.2016 www site, final version The website will be updated during the project.
D5.5 1.7.2014 Project brochures Into space brochure.
D5.6 1.10.2015 Peer review papers and conference proceedings See publication details above.
D5.7 30.9.2016 Peer review papers and conference proceedings, final version See publication details above.
D5.8 30.9.2016 Project executive summary Project executive summary will be available after the ending of the project.