Volume Scattering Modeling in PolSAR Decompositions: Study of ALOS PALSAR Data Over Boreal Forest. - Oleg Antropov; Yrjö Rauste; Tuomas Häme (IEEE Trans. Geosci. Remote. Sens., 2011)

Peatland delineation under forest canopy with polsar data using model based decomposition technique. - Oleg Antropov; Yrjö Rauste; Jaan Praks; Martti Hallikainen; Tuomas Häme (IGARSS, 2012)

Boreal forest tree height estimation from interferometric TanDEM-X images. - Jaan Praks; Martti Hallikainen; Oleg Antropov; Daniel Molina (IGARSS, 2012)

PolSAR Mosaic Normalization for Improved Land-Cover Mapping. - Oleg Antropov; Yrjö Rauste; Anne Lönnqvist; Tuomas Häme (IEEE Geosci. Remote. Sens. Lett., 2012)

LIDAR-Aided SAR Interferometry Studies in Boreal Forest: Scattering Phase Center and Extinction Coefficient at X- and L-Band. - Jaan Praks; Oleg Antropov; Martti T. Hallikainen (IEEE Trans. Geosci. Remote. Sens., 2012)

Stand-Level Stem Volume of Boreal Forests From Spaceborne SAR Imagery at L-Band. - Oleg Antropov; Yrjö Rauste; Heikki Ahola; Tuomas Häme (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. - Tuomas Häme; Jorma Kilpi; Heikki Ahola; Yrjö Rauste; Oleg Antropov; Miina Rautiainen; Laura Sirro; Sengthong Bounpone (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Improved Mapping of Tropical Forests With Optical and SAR Imagery, Part II: Above Ground Biomass Estimation. - Tuomas Häme; Yrjö Rauste; Oleg Antropov; Heikki Ahola; Jorma Kilpi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Towards detecting mowing of agricultural grasslands from multi-temporal COSMO-SkyMed data. - Karlis Zalite; Kaupo Voormansik; Jaan Praks; Oleg Antropov; Mart Noorma (IGARSS, 2014)

Flood Mapping With TerraSAR-X in Forested Regions in Estonia. - Kaupo Voormansik; Jaan Praks; Oleg Antropov; Jüri Jagomägi; Karlis Zalite (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network. - Oleg Antropov; Yrjö Rauste; Heikki Astola; Jaan Praks; Tuomas Häme; Martti T. Hallikainen (IEEE Trans. Geosci. Remote. Sens., 2014)

Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass. - Oleg Antropov; Yrjö Rauste; Tuomas Häme; Jaan Praks (IGARSS, 2015)

Selective logging of tropical forests observed using L- and C-band SAR satellite data. - Oleg Antropov; Yrjö Rauste; Frank Martin Seifert; Tuomas Häme (IGARSS, 2015)

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state. - Tuomas Häme; Teemu Mutanen; Yrjö Rauste; Oleg Antropov; Matthieu Molinier; Shaun Quegan; Euripidis Kantzas; Annikki Mäkelä; Francesco Minunno; Jón Atli Benediktsson; Nicola Falco; Kolbeinn Árnason; et al. (IGARSS, 2015)

Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests. - Oleg Antropov; Yrjö Rauste; Anne Vaananen; Teemu Mutanen; Tuomas Häme (IGARSS, 2016)

Building blocks for semiempirical models for forest parameter extraction from interferometric X-band SAR images. - Jaan Praks; Aire Olesk; Kaupo Voormansik; Oleg Antropov; Karlis Zalite; Mart Noorma (IGARSS, 2016)

Improving SMOS soil moisture algorithm performance in forested areas with multisensor SAR data. - Jaakko Seppänen; Jaan Praks; Oleg Antropov (IGARSS, 2016)

Interferometric SAR Coherence Models for Characterization of Hemiboreal Forests Using TanDEM-X Data. - Aire Olesk; Jaan Praks; Oleg Antropov; Karlis Zalite; Tauri Arumäe; Kaupo Voormansik (Remote. Sens., 2016)

Monitoring of Agricultural Grasslands With Time Series of X-Band Repeat-Pass Interferometric SAR. - Karlis Zalite; Oleg Antropov; Jaan Praks; Kaupo Voormansik; Mart Noorma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

PHYSICS-based retrieval of scattering albedo and vegetation optical depth using multi-sensor data integration. - Thomas Jagdhuber; Martin J. Baur; Moritz Link; Maria Piles; Dara Entekhabi; Carsten Montzka; Jaakko Seppänen; Oleg Antropov; Jaan Praks; Alexander Löw (IGARSS, 2017)

Improved Characterization of Forest Transmissivity Within the L-MEB Model Using Multisensor SAR Data. - Jaakko Seppänen; Oleg Antropov; Thomas Jagdhuber; Martti Hallikainen; Janne Heiskanen; Jaan Praks (IEEE Geosci. Remote. Sens. Lett., 2017)

Polarimetric ALOS PALSAR Time Series in Mapping Biomass of Boreal Forests. - Oleg Antropov; Yrjö Rauste; Tuomas Häme; Jaan Praks (Remote. Sens., 2017)

A Study of Landfast Ice with Sentinel-1 Repeat-Pass Interferometry over the Baltic Sea. - Marjan Marbouti; Jaan Praks; Oleg Antropov; Eero Rinne; Matti Leppäranta (Remote. Sens., 2017)

Tropical Forest Tree Height and Above Ground Biomass Mapping in Nepal Using Tandem-X and ALOS PALSAR Data. - Oleg Antropov; Yrjö Rauste; Katri Tegel; Yamuna Baral; Virpi Junttila; Tuomo Kauranne; Tuomas Häme; Jaan Praks (IGARSS, 2018)

Multi-Sensor Sar Data for Improved Modeling of Microwave Brightness Temperature over Boreal Forest. - Oleg Antropov; Jaakko Seppänen; Martti Hallikainen; Jaan Praks; Thomas Jagdhuber (IGARSS, 2018)

Wet Snow Depth from Tandem-X Single-Pass Insar Dem Differencing. - Silvan Leinss; Oleg Antropov; Juho Vehvilainen; Juha Lemmetyinen; Irena Hajnsek; Jaan Praks (IGARSS, 2018)

Automated SEA ICE Classification Over the Baltic SEA using Multiparametric Features of Tandem-X Insar Images. - Marjan Marbouti; Oleg Antropov; Patrick Eriksson; Jaan Praks; Vahid Arabzadeh; Eero Rinne; Matti Leppdar Nta (IGARSS, 2018)

Forest Height Estimation from TanDEM-X images with Semi-Empirical Coherence Models. - Jaan Praks; Oleg Antropov; Aire Olesk; Kaupo Voormansik (IGARSS, 2018)

Deep Recurrent Neural Networks for Land-Cover Classification Using Sentinel-1 INSAR Time Series. - Shaojia Ge; Oleg Antropov; Weimin Su; Hong Gu; Jaan Praks (IGARSS, 2019)

Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models. - Sanja Scepanovic; Oleg Antropov; Pekka Laurila; Vladimir Ignatenko; Jaan Praks (CoRR, 2019)

Boreal Forest Snow Damage Mapping Using Multi-Temporal Sentinel-1 Data. - Erkki Tomppo; Oleg Antropov; Jaan Praks (Remote. Sens., 2019)

Cropland Classification Using Sentinel-1 Time Series: Methodological Performance and Prediction Uncertainty Assessment. - Erkki Tomppo; Oleg Antropov; Jaan Praks (Remote. Sens., 2019)

Classification of Wide-Area SAR Mosaics: Deep Learning Approach for Corine Based Mapping of Finland Using Multitemporal Sentinel-1 Data. - Oleg Antropov; Yrjö Rauste; Sanja Scepanovic; Vladimir Ignatenko; Anne Lönnqvist; Jaan Praks (IGARSS, 2020)

Predicting Growing Stock Volume of Boreal Forests Using Very Long Time Series of Sentinel-1 Data. - Shaojia Ge; Erkki Tomppo; Yrjö Rauste; Weimin Su; Hong Gu; Jaan Praks; Oleg Antropov (IGARSS, 2020)

ICEYE Microsatellite SAR Constellation Status Update: Evaluation of First Commercial Imaging Modes. - Vladimir Ignatenko; Pekka Laurila; Andrea Radius; Leszek Lamentowski; Oleg Antropov; Darren Muff (IGARSS, 2020)

Evaluating Landfast Sea Ice Ridging near UtqiaġVik Alaska Using TanDEM-X Interferometry. - Marjan Marbouti; Leif E. B. Eriksson; Dyre Oliver Dammann; Denis Demchev; Joshua Jones; Anders Berg; Oleg Antropov (Remote. Sens., 2020)

Vital Sign Monitoring Using FMCW Radar in Various Sleeping Scenarios. - Emmi Turppa; Juha M. Kortelainen; Oleg Antropov; Tero Kiuru (Sensors, 2020)

Sentinel-1 InSAR Coherence for Land Cover Mapping: A Comparison of Multiple Feature-Based Classifiers. - Alexander W. Jacob; Claudia Notarnicola; Gopika Suresh; Oleg Antropov; Shaojia Ge; Jaan Praks; Yifang Ban; Eric Pottier; Jordi J. Mallorquí; Javier Duro; Marcus E. Engdahl; Fernando Vicente-Guijalba; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Mapping Forest Thinning, Systemic and Selective Logging Operations Using Various Imaging Modes of X-Band SAR Images. - Oleg Antropov; Anne Lönnqvist; Yrjö Rauste; Kimmo Kortelainen; Tuomas Häme (IGARSS, 2021)

TanDEM-X multiparametric data features in sea ice classification over the Baltic sea. - Marjan Marbouti; Oleg Antropov; Jaan Praks; Patrick Eriksson; Vahid Arabzadeh; Eero Rinne; Matti Leppäranta (Geo spatial Inf. Sci., 2021)

Mapping Forest Disturbance Due to Selective Logging in the Congo Basin with RADARSAT-2 Time Series. - Oleg Antropov; Yrjö Rauste; Jaan Praks; Frank Martin Seifert; Tuomas Häme (Remote. Sens., 2021)

Detection of Forest Windstorm Damages with Multitemporal SAR Data - A Case Study: Finland. - Erkki Tomppo; Ghasem Ronoud; Oleg Antropov; Harri Hytönen; Jaan Praks (Remote. Sens., 2021)

Wide-Area Land Cover Mapping With Sentinel-1 Imagery Using Deep Learning Semantic Segmentation Models. - Sanja Scepanovic; Oleg Antropov; Pekka Laurila; Yrjö Rauste; Vladimir Ignatenko; Jaan Praks (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Intercomparison of Earth Observation Data and Methods for Forest Mapping in the Context of Forest Carbon Monitoring. - Oleg Antropov; Jukka Miettinen; Tuomas Häme; Yrjö Rauste; Lauri Seitsonen; Ronald E. McRoberts; Maurizio Santoro; Oliver Cartus; Natalia Malaga Duran; Martin Herold 001; Matteo Pardini; Kostas Papathanassiou; et al. (IGARSS, 2022)

Deep Learning Models in Forest Mapping Using Multitemporal SAR and Optical Satellite Data. - Shaojia Ge; Hong Gu; Weimin Su; Jaan Praks; Anne Lönnqvist; Oleg Antropov (IGARSS, 2022)

Improved LSTM Model for Boreal Forest Height Mapping Using Sentinel-1 Time Series. - Shaojia Ge; Weimin Su; Hong Gu; Yrjö Rauste; Jaan Praks; Oleg Antropov (Remote. Sens., 2022)

Improved Semisupervised UNet Deep Learning Model for Forest Height Mapping With Satellite SAR and Optical Data. - Shaojia Ge; Hong Gu; Weimin Su; Jaan Praks; Oleg Antropov (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Wide-area Sentinel-1 SAR mosaics patches over Finland for semantic segmentation. - Oleg Antropov; Sanja Scepanovic; Yrjö Rauste (IEEE DataPort, 2022)

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. - Oleg Antropov; Matthieu Molinier; Ridvan Salih Kuzu; Lloyd H. Hughes; Marc Rußwurm; Devis Tuia; Corneliu Octavian Dumitru; Shaojia Ge; Sudipan Saha; Xiao Xiang Zhu 001 (IGARSS, 2023)

A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping With Multisensor Satellite Data. - Shaojia Ge; Hong Gu; Weimin Su; Anne Lönnqvist; Oleg Antropov (IEEE Geosci. Remote. Sens. Lett., 2023)

Sentinel-1 Time Series for Predicting Growing Stock Volume of Boreal Forest: Multitemporal Analysis and Feature Selection. - Shaojia Ge; Erkki Tomppo; Yrjö Rauste; Ronald E. McRoberts; Jaan Praks; Hong Gu; Weimin Su; Oleg Antropov (Remote. Sens., 2023)

Deep Learning Model Transfer in Forest Mapping Using Multi-Source Satellite SAR and Optical Images. - Shaojia Ge; Oleg Antropov; Tuomas Häme; Ronald E. McRoberts; Jukka Miettinen (Remote. Sens., 2023)

Continuous Ground Moisture Monitoring at Limestone Quarry Using Multi-Sensor SAR Images and in Situ IoT Sensors. - Oleg Antropov; Matthieu Molinier; Lauri Seitsonen; Alireza Hamedianfar; Maarit Middleton; Kati Laakso; Heikki Sutinen; Pauliina Liwata-Kenttälä (IGARSS, 2024)

Role of Temporal Decorrelation in C-Band SAR Interferometry over Boreal and Temperate Forests. - Marc Herrera-Giménez; Carlos López-Martínez; Oleg Antropov; Juan M. Lopez-Sanchez (IGARSS, 2024)

Estimation of Forest Growing Stock Volume with Synthetic Aperture Radar: A Comparison of Model-Fitting Methods. - Maurizio Santoro; Oliver Cartus; Oleg Antropov; Jukka Miettinen (Remote. Sens., 2024)

Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. - Ridvan Salih Kuzu; Oleg Antropov; Matthieu Molinier; Corneliu Octavian Dumitru; Sudipan Saha; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Enhancing Hyrcanian Forest Height and Aboveground Biomass Predictions: A Synergistic Use of TanDEM-X InSAR Coherence, Sentinel-1, and Sentinel-2 Data. - Ghasem Ronoud; Ali Asghar Darvishsefat; Maryam Poorazimy; Erkki Tomppo; Oleg Antropov; Jaan Praks (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)