Serhiy Skakun
Orcid: 0000-0002-9039-0174
According to our database1,
Serhiy Skakun
authored at least 81 papers
between 2008 and 2024.
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Bibliography
2024
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery.
CoRR, 2024
2023
Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War.
CoRR, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields.
Proceedings of the 13th International Conference on Dependable Systems, 2023
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Leveraging the use of labeled benchmark datasets for urban area change mapping and area estimation: a case study of the Washington DC-Baltimore region.
Int. J. Digit. Earth, December, 2022
IEEE Trans. Geosci. Remote. Sens., 2022
High-Resolution Mapping of Winter Cereals in Europe by Time Series Landsat and Sentinel Images for 2016-2020.
Remote. Sens., 2022
Validation of High Spatial Resolution Surface Reflectance using a Camera System (CAMSIS).
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Aerosol Models from the Aeronet Data Base. Application to Surface Reflectance Validation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the 12th International Conference on Dependable Systems, 2022
Fairness by "Where": A Statistically-Robust and Model-Agnostic Bi-level Learning Framework.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Assessing within-Field Corn and Soybean Yield Variability from WorldView-3, Planet, Sentinel-2, and Landsat 8 Satellite Imagery.
Remote. Sens., 2021
Remote. Sens., 2021
An experimental sky-image-derived cloud validation dataset for Sentinel-2 and Landsat 8 satellites over NASA GSFC.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Evaluation of the AVHRR surface reflectance long term data record between 1984 and 2011.
Int. J. Appl. Earth Obs. Geoinformation, 2021
The ARYA crop yield forecasting algorithm: Application to the main wheat exporting countries.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Remote Sensing of Coconut Trees in Tonga Using Very High Spatial Resolution WorldView-3 Data.
Remote. Sens., 2020
Intercomparison of Machine-Learning Methods for Estimating Surface Shortwave and Photosynthetically Active Radiation.
Remote. Sens., 2020
A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data.
Int. J. Digit. Earth, 2020
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization.
CoRR, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Capturing Corn and Soybean Yield Variability at Field Scale Using Very High Spatial Resolution Satellite Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
SAR Data for Land Use Land Cover Classification in a Tropical Region with Frequent Cloud Cover.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Evaluation of Near-Surface Air Temperature From Reanalysis Over the United States and Ukraine: Application to Winter Wheat Yield Forecasting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Winter Wheat Yield Assessment from Landsat 8 and Sentinel-2 Data: Incorporating Surface Reflectance, Through Phenological Fitting, into Regression Yield Models.
Remote. Sens., 2019
Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Remote sensing based yield monitoring: Application to winter wheat in United States and Ukraine.
Int. J. Appl. Earth Obs. Geoinformation, 2019
The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Remote. Sens., 2018
LaSRC (Land Surface Reflectance Code): Overview, application and validation using MODIS, VIIRS, LANDSAT and Sentinel 2 data's.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Spectrally Adjusted Surface Reflectance and its Dependence with NDVI for pAssive Optical Sensors.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Enhancing Remote Sensing Based Yield Forecasting: Application to Winter Wheat in United States.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Multispectral Misregistration of Sentinel-2A Images: Analysis and Implications for Potential Applications.
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Automatic sub-pixel co-registration of Landsat-8 Operational Land Imager and Sentinel-2A Multi-Spectral Instrument images using phase correlation and machine learning based mapping.
Int. J. Digit. Earth, 2017
Automatic co-registration of multi-temporal Landsat-8/OLI and sentinel-2A/MSI images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Cropland productivity assessment for Ukraine based on time series of optical satellite images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Incorporating yearly derived winter wheat maps into winter wheat yield forecasting model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Deep learning approach for large scale land cover mapping based on remote sensing data fusion.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Regional retrospective high resolution land cover for Ukraine: Methodology and results.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.
Proceedings of the 11th International Conference on ICT in Education, 2015
2014
Resilience Aspects in the Sensor Web Infrastructure for Natural Disaster Monitoring and Risk Assessment Based on Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Service-oriented infrastructure for flood mapping using optical and SAR satellite data.
Int. J. Digit. Earth, 2014
Comput. Informatics, 2014
Int. J. Appl. Earth Obs. Geoinformation, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
The use of satellite SAR imagery to crop classification in Ukraine within JECAM project.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Use of the Earth Observing One (EO-1) Satellite for the Namibia SensorWeb Flood Early Warning Pilot.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Comput. Secur., 2013
Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models.
Int. J. Appl. Earth Obs. Geoinformation, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Grid Technologies for Satellite Data Processing and Management Within International Disaster Monitoring Projects.
Proceedings of the Grid and Cloud Database Management, 2011
2010
Comput. Informatics, 2010
Comput. Informatics, 2010
2009
Earth Sci. Informatics, 2009
2008
Earth Sci. Informatics, 2008
Int. J. Digit. Earth, 2008