2023
Sentinel-1 Time Series for Predicting Growing Stock Volume of Boreal Forest: Multitemporal Analysis and Feature Selection.
Remote. Sens., July, 2023
Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery.
Remote. Sens., June, 2023
2022
Wide-area Sentinel-1 SAR mosaics patches over Finland for semantic segmentation.
Dataset, May, 2022
Improved LSTM Model for Boreal Forest Height Mapping Using Sentinel-1 Time Series.
Remote. Sens., 2022
Intercomparison of Earth Observation Data and Methods for Forest Mapping in the Context of Forest Carbon Monitoring.
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Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Wide-Area Land Cover Mapping With Sentinel-1 Imagery Using Deep Learning Semantic Segmentation Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Mapping Forest Disturbance Due to Selective Logging in the Congo Basin with RADARSAT-2 Time Series.
Remote. Sens., 2021
Mapping Forest Thinning, Systemic and Selective Logging Operations Using Various Imaging Modes of X-Band SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Predicting Growing Stock Volume of Boreal Forests Using Very Long Time Series of Sentinel-1 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Classification of Wide-Area SAR Mosaics: Deep Learning Approach for Corine Based Mapping of Finland Using Multitemporal Sentinel-1 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2018
Potential of Different Optical and SAR Data in Forest and Land Cover Classification to Support REDD+ MRV.
Remote. Sens., 2018
Tropical Forest Tree Height and Above Ground Biomass Mapping in Nepal Using Tandem-X and ALOS PALSAR Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Automatic Cloud and Shadow Detection in Optical Satellite Imagery Without Using Thermal Bands - Application to Suomi NPP VIIRS Images over Fennoscandia.
Remote. Sens., 2017
Polarimetric ALOS PALSAR Time Series in Mapping Biomass of Boreal Forests.
Remote. Sens., 2017
2016
Tree height estimates in boreal forest using Gaussian process regression.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.
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Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Selective logging of tropical forests observed using L- and C-band SAR satellite data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2014
2013
Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part II: Above Ground Biomass Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part I: Forest Cover and Accuracy Assessment Using Multi-Resolution Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Stand-Level Stem Volume of Boreal Forests From Spaceborne SAR Imagery at L-Band.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
2012
TerraSAR-X Data in Cut Slope Soil Stability Monitoring in Malaysia.
IEEE Trans. Geosci. Remote. Sens., 2012
PolSAR Mosaic Normalization for Improved Land-Cover Mapping.
IEEE Geosci. Remote. Sens. Lett., 2012
Peatland delineation under forest canopy with polsar data using model based decomposition technique.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Volume Scattering Modeling in PolSAR Decompositions: Study of ALOS PALSAR Data Over Boreal Forest.
IEEE Trans. Geosci. Remote. Sens., 2011
2010
Polarimetric SAR Data in Land Cover Mapping in Boreal Zone.
IEEE Trans. Geosci. Remote. Sens., 2010
Improving hydrological forecasting using multi-source remote sensing data together with in situ measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2008
Clearcut Mapping for Sustainable Forest Management using TerraSAR-X Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Comparison of Polarimetric Change Detection Methods on ALOS PALSAR Images over Finland.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Ortho-rectification and terrain correction of polarimetric SAR data applied in the ALOS/Palsar context.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
]JERS-1 SAR data in forest biomass mapping in northern taiga zone.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Automatic monitoring of autumn colours using MODIS data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Comparison and evaluation of polarimetric change detection techniques in aerial SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Detecting changes in polarimetric SAR data with content-based image retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Interferometric Triherence for Ground Movements Monitoring.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2004
An overview of the JERS-1 SAR Global Boreal Forest Mapping (GBFM) project.
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Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
The GBFM radar mosaic of the Eurasian Taiga: selected topics on geo-location and preliminary thematic products.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
Treaty enforcement services using earth observation (TESEO) theme carbon.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
The GBFM radar mosaic of the Eurasian Taiga: a groundwork for the bio-physical characterization of an ecosystem with relevance to global change studies.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2000
The Global Rain Forest Mapping Project JERS-1 radar mosaic of tropical Africa: development and product characterization aspects.
IEEE Trans. Geosci. Remote. Sens., 2000