Sergii Skakun

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 60

Top Topics

Spatial Resolution

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Erhu He, Yiqun Xie, Weiye Chen, Sergii Skakun, Han Bao, Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia
Learning With Location-Based Fairness: A Statistically-Robust Framework and Acceleration. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yiqun Xie, Zhihao Wang, Weiye Chen, Zhili Li, Xiaowei Jia, Yanhua Li, Ruichen Wang, Kangyang Chai, Ruohan Li, Sergii Skakun
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery. CoRR (2024)
Tuo Feng, Laura Duncanson, Steven Hancock, Paul M. Montesano, Sergii Skakun, Michael A. Wulder, Joanne C. White, David Minor, Tatiana Loboda
Characterizing Fire-Induced Forest Structure and Aboveground Biomass Changes in Boreal Forests Using Multitemporal Lidar and Landsat. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yiqun Xie, Zhili Li, Han Bao, Xiaowei Jia, Dongkuan Xu, Xun Zhou, Sergii Skakun
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics. AAAI (2023)
Christian Abys, Sergii Skakun, Inbal Becker-Reshef
Two Decades of Winter Wheat Expansion & Intensification in Russia. IGARSS (2023)
Leonid Shumilo, Sergii Skakun
Climate-Analog Velocity Estimation using Optical Flow Approach. IGARSS (2023)
Mehdi Hosseini, Inbal Becker-Reshef, Saeed Khabbazan, Josef Wagner, Shabarinath Nair, Yuval Sadeh, Sheila Baber, Sergii Skakun, Erik Lindquist, Gary Eilerts
Rapid Response Crop Planting Detection over Ukraine using Synthetic Aperture Radar. IGARSS (2023)
Hannah Kerner, Catherine Nakalembe, Benjamin Yeh, Ivan Zvonkov, Sergii Skakun, Inbal Becker-Reshef, Amy McNally
Satellite Data Shows Resilience of Tigrayan Farmers in Crop Cultivation During Civil War. CoRR (2023)
Zhili Li, Yiqun Xie, Xiaowei Jia, Kara Stuart, Caroline Delaire, Sergii Skakun
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery. AAAI (2023)
Natallia Kussul, Sofiia Drozd, Sergii Skakun, Erik Duncan, Inbal Becker-Reshef
Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields. DESSERT (2023)
Jean-Claude Roger, Eric V. Vermote, Sergii Skakun, Emilie Murphy, Oleg Dubovik, Natacha I. Kalecinski, Bruno Korgo, Christopher Justice, Brent Holben
Aerosol Models from the Aeronet Data Base. Application to Surface Reflectance Validation. IGARSS (2022)
Yiqun Xie, Erhu He, Xiaowei Jia, Weiye Chen, Sergii Skakun, Han Bao, Zhe Jiang, Rahul Ghosh, Praveen Ravirathinam
Fairness by "Where": A Statistically-Robust and Model-Agnostic Bi-level Learning Framework. AAAI (2022)
Yiming Zhang, Sergii Skakun, Michael Oluwatosin Adegbenro, Qing Ying
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 15 (1) (2022)
Jose Luis Villaescusa Nadal, Eric F. Vermote, Belen Franch, Andrés Santamaría-Artigas, Jean-Claude Roger, Sergii Skakun
MODIS-Based AVHRR Cloud and Snow Separation Algorithm. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaojuan Huang, Yangyang Fu, Jingjing Wang, Jie Dong, Yi Zheng, Baihong Pan, Sergii Skakun, Wenping Yuan
High-Resolution Mapping of Winter Cereals in Europe by Time Series Landsat and Sentinel Images for 2016-2020. Remote. Sens. 14 (9) (2022)
Sergii Skakun, Christian Abys, Michael Adegbenro, Inbal Becker-Reshef, Erik Duncan, Jaemin Eun, Joanne Hall, Abdul Qadir, Leonid Shumilo, Yiming Zhang, Nataliia Kussul, Andrii Shelestov, Alexander V. Prishchepov
High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. DESSERT (2022)
Sergii Skakun, Eric F. Vermote, Andrés Santamaría-Artigas, William H. Rountree, Jean-Claude Roger
An experimental sky-image-derived cloud validation dataset for Sentinel-2 and Landsat 8 satellites over NASA GSFC. Int. J. Appl. Earth Obs. Geoinformation 95 (2021)
Belen Franch, Eric F. Vermote, Sergii Skakun, Andrés Santamaría-Artigas, Natacha I. Kalecinski, Jean-Claude Roger, Inbal Becker-Reshef, Brian Barker, Chris Justice, José A. Sobrino
The ARYA crop yield forecasting algorithm: Application to the main wheat exporting countries. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Belen Franch, Alberto San Bautista, David Fita, Constanza Rubio, Daniel Tarrazó-Serrano, Antonio Sánchez, Sergii Skakun, Eric F. Vermote, Inbal Becker-Reshef, Antonio Uris
Within-Field Rice Yield Estimation Based on Sentinel-2 Satellite Data. Remote. Sens. 13 (20) (2021)
Mehdi Hosseini, Inbal Becker-Reshef, Ritvik Sahajpal, Lucas Fontana, Pedro Lafluf, Guillermo Leale, Estefania Puricelli, Sergii Skakun, Mauricio Varela
Crop Yield Forecast at Field Scale Using Deep Neural Network Algorithm. IGARSS (2021)
Belen Franch, Eric F. Vermote, Sergii Skakun, Andrés Santamaría-Artigas, Natacha I. Kalecinski, Jean-Claude Roger, Inbal Becker-Reshef, Brian Barker, José Antonio Sobrino, Christopher Justice
Forecasting Wheat Yield Using Remote Sensing: The ARYA Forecasting System. IGARSS (2021)
Juanma Cintas Rodríguez, Belen Franch, Inbal Becker-Reshef, Sergii Skakun, José Antonio Sobrino, Kristof Van Tricht, Jeroen Degerickx, Sven Gilliams
Generating Winter Wheat Global Crop Calendars in the Framework of Worldcereal. IGARSS (2021)
Sergii Skakun, Natacha I. Kalecinski, Meredith G. L. Brown, David M. Johnson, Eric F. Vermote, Jean-Claude Roger, Belen Franch
Assessing within-Field Corn and Soybean Yield Variability from WorldView-3, Planet, Sentinel-2, and Landsat 8 Satellite Imagery. Remote. Sens. 13 (5) (2021)
Andrés Santamaría-Artigas, Eric F. Vermote, Belen Franch, Jean-Claude Roger, Sergii Skakun
Evaluation of the AVHRR surface reflectance long term data record between 1984 and 2011. Int. J. Appl. Earth Obs. Geoinformation 98 (2021)
Yiming Zhang, Sergii Skakun, Victor H. R. Prudente
Detection of Changes in Impervious Surface Using Sentinel-2 Imagery. IGARSS (2020)
Sergii Skakun, Meredith G. L. Brown, Jean-Claude Roger, Eric F. Vermote
Capturing Corn and Soybean Yield Variability at Field Scale Using Very High Spatial Resolution Satellite Data. IGARSS (2020)
Meredith G. L. Brown, Sergii Skakun, Tao He, Shunlin Liang
Intercomparison of Machine-Learning Methods for Estimating Surface Shortwave and Photosynthetically Active Radiation. Remote. Sens. 12 (3) (2020)
Victor H. R. Prudente, I. D. Sanches, Marcos Adami, Sergii Skakun, L. V. Oldoni, Haron Abrahim Magalhães Xaud, M. R. Xaud, Y. Zhang
SAR Data for Land Use Land Cover Classification in a Tropical Region with Frequent Cloud Cover. IGARSS (2020)
Gohar Ghazaryan, Sergii Skakun, Simon König, Ehsan Eyshi Rezaei, Stefan Siebert, Olena Dubovyk
Crop Yield Estimation Using Multi-Source Satellite Image Series and Deep Learning. IGARSS (2020)
Hannah Kerner, Ritvik Sahajpal, Sergii Skakun, Inbal Becker-Reshef, Brian Barker, Mehdi Hosseini, Estefania Puricelli, Patrick C. Gray
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization. CoRR (2020)
Eric F. Vermote, Sergii Skakun, Inbal Becker-Reshef, Keiko Saito
Remote Sensing of Coconut Trees in Tonga Using Very High Spatial Resolution WorldView-3 Data. Remote. Sens. 12 (19) (2020)
Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo
A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data. Int. J. Digit. Earth 13 (2) (2020)
Jose Luis Villaescusa Nadal, Belen Franch, Jean-Claude Roger, Eric F. Vermote, Sergii Skakun, Christopher Justice
Spectral Adjustment Model's Analysis and Application to Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Sergii Skakun, Eric F. Vermote, Jean-Claude Roger, Christopher O. Justice, Jeffrey G. Masek
Validation of the LaSRC Cloud Detection Algorithm for Landsat 8 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Sergii Skakun, Belen Franch, Eric F. Vermote, Jean-Claude Roger, Nataliia Kussul, Jeffrey G. Masek
The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment. IGARSS (2019)
Belen Franch, Eric F. Vermote, Sergii Skakun, Jean-Claude Roger, Inbal Becker-Reshef, Emilie Murphy, Christopher O. Justice
Remote sensing based yield monitoring: Application to winter wheat in United States and Ukraine. Int. J. Appl. Earth Obs. Geoinformation 76 (2019)
Sergii Skakun, Eric F. Vermote, Belen Franch, Jean-Claude Roger, Nataliia Kussul, Junchang Ju, Jeffrey G. Masek
Winter Wheat Yield Assessment from Landsat 8 and Sentinel-2 Data: Incorporating Surface Reflectance, Through Phenological Fitting, into Regression Yield Models. Remote. Sens. 11 (15) (2019)
Andrés Santamaría-Artigas, Belen Franch, Pierre Guillevic, Jean-Claude Roger, Eric F. Vermote, Sergii Skakun
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. 12 (7) (2019)
Belen Franch, Eric F. Vermote, Sergii Skakun, Jean-Claude Roger, Jeffrey G. Masek, Junchang Ju, Jose Luis Villaescusa Nadal, Andrés Santamaría-Artigas
A Method for Landsat and Sentinel 2 (HLS) BRDF Normalization. Remote. Sens. 11 (6) (2019)
François Waldner, Nicolas Bellemans, Zvi Hochman, Terence Newby, Diego de Abelleyra, Santiago R. Verón, Sergey Bartalev, Mykola Lavreniuk, Nataliia Kussul, Guerric le Maire, Margareth Simões, Sergii Skakun, Pierre Defourny
Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
Jeffrey G. Masek, Junchang Ju, Jean-Claude Roger, Sergii Skakun, Martin Claverie, Jennifer L. Dungan
Harmonized Landsat/Sentinel-2 Products for Land Monitoring. IGARSS (2018)
Sergii Skakun, Belen Franch, Eric F. Vermote, Jean-Claude Roger, Christopher Justice, Jeffrey G. Masek, Emilie Murphy
Winter Wheat Yield Assessment Using Landsat 8 and Sentinel-2 Data. IGARSS (2018)
Inbal Becker-Reshef, Belen Franch, Brian Barker, Emilie Murphy, Andrés Santamaría-Artigas, Michael Humber, Sergii Skakun, Eric F. Vermote
Prior Season Crop Type Masks for Winter Wheat Yield Forecasting: A US Case Study. Remote. Sens. 10 (10) (2018)
Eric F. Vermote, Jean-Claude Roger, Belen Franch, Sergii Skakun
LaSRC (Land Surface Reflectance Code): Overview, application and validation using MODIS, VIIRS, LANDSAT and Sentinel 2 data's. IGARSS (2018)
Jose Luis Villaescusa Nadal, Belen Franch, Jean-Claude Roger, Sergii Skakun, Eric F. Vermote, Christopher Justice
Spectrally Adjusted Surface Reflectance and its Dependence with NDVI for pAssive Optical Sensors. IGARSS (2018)
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
Cropland productivity assessment for Ukraine based on time series of optical satellite images. IGARSS (2017)
Sergii Skakun, Jean-Claude Roger, Eric F. Vermote, Jeffrey G. Masek, Christopher O. Justice
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 10 (12) (2017)
Sergii Skakun, Jean-Claude Roger, Eric F. Vermote, Christopher Justice, Jeffrey G. Masek
Automatic co-registration of multi-temporal Landsat-8/OLI and sentinel-2A/MSI images. IGARSS (2017)
Jean-Claude Roger, Eric F. Vermote, Sergii Skakun, Emilie Murphy, Brent Holben, Christopher Justice
Evaluation of the land surface reflectance fundamental climate data record. IGARSS (2017)
Sergii Skakun, Eric F. Vermote, Jean-Claude Roger, Christopher Justice
Multispectral Misregistration of Sentinel-2A Images: Analysis and Implications for Potential Applications. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun
Large scale crop classification using Google earth engine platform. IGARSS (2017)
Sergii Skakun, Belen Franch, Jean-Claude Roger, Eric F. Vermote, Inbal Becker-Reshef, Christopher Justice, Andrés Santamaría-Artigas
Incorporating yearly derived winter wheat maps into winter wheat yield forecasting model. IGARSS (2016)
Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul
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. 9 (8) (2016)
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun
Deep learning approach for large scale land cover mapping based on remote sensing data fusion. IGARSS (2016)
Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov
Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavrenyuk
Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences. IGARSS (2015)
Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky
Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine. IGARSS (2015)
Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov
Regional retrospective high resolution land cover for Ukraine: Methodology and results. IGARSS (2015)
Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk
Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems. ICTERI (2015)
Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Tamara Oliynuk
Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine. IGARSS (2014)
Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul, J. Xie
Service-oriented infrastructure for flood mapping using optical and SAR satellite data. Int. J. Digit. Earth 7 (10) (2014)
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul
The use of satellite SAR imagery to crop classification in Ukraine within JECAM project. IGARSS (2014)
Francisco Javier Gallego, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Olga Kussul
Efficiency assessment of using satellite data for crop area estimation in Ukraine. Int. J. Appl. Earth Obs. Geoinformation 29 (2014)
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul, Bohdan Yailymov
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. 7 (9) (2014)
Olga Kussul, Nataliia Kussul, Sergii Skakun
A Utility-Based Reputation Model for Grid Resource Management System. Comput. Informatics 33 (5) (2014)
Sergii Skakun, Nataliia Kussul, Olga Kussul, Andrii Shelestov
Quantitative estimation of drought risk in Ukraine using satellite data. IGARSS (2014)
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul
Sensor Web approach to flood monitoring and risk assessment. IGARSS (2013)
Olga Kussul, Nataliia Kussul, Sergii Skakun
Assessing security threat scenarios for utility-based reputation model in grids. Comput. Secur. 34 (2013)
Felix N. Kogan, Nataliia Kussul, Tatiana Adamenko, Sergii Skakun, Oleksii M. Kravchenko, Oleksii Kryvobok, Andrii Shelestov, Andrii Kolotii, Olga Kussul, Alla Lavrenyuk
Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models. Int. J. Appl. Earth Obs. Geoinformation 23 (2013)
Daniel J. Mandl, Stuart Frye, Pat Cappelaere, Matthew Handy, Fritz Policelli, McCloud Katjizeu, Guido Van Langenhove, Guy Aubé, Jean-Francois Saulnier, Rob Sohlberg, Julie A. Silva, Nataliia Kussul, Sergii Skakun, Stephen G. Ungar, Robert L. Grossman, Jörg Szarzynski
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. 6 (2-1) (2013)
Olga Kussul, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Andrii Kolotii
Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine. IGARSS (2013)
Nataliia Kussul, Dan Mandl, Karen Moe, Jan-Peter Mund, Joachim Post, Andrii Shelestov, Sergii Skakun, Jörg Szarzynski, Guido Van Langenhove, Matthew Handy
Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (6) (2012)
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Oleksii M. Kravchenko, Francisco Javier Gallego, Olga Kussul
Crop area estimation in Ukraine using satellite data within the MARS project. IGARSS (2012)
Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul
The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (6) (2012)