Nataliia Kussul

According to our database, Nataliia Kussul authored at least 75 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integrated Geospatial Analysis for Rural Development Metrics.

Nataliia Kussul, Vlada Svirsh, Bohdan Potuzhnyi

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Clustering Techniques for Modeling Village Infrastructure Development.

Nataliia Kussul, Bohdan Potuzhnyi, Vlada Svirsh

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Modeling, 2024

2023

Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning.

Nataliia Kussul, Sofiia Drozd, Hanna Yailymova, Andrii Shelestov, Guido Lemoine, Klaus Deininger

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

Geospatial Monitoring of Sustainable and Degraded Agricultural Land.

Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Forest Type Mapping in Europe on Satellite Data.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Air Quality as Proxy for Assesment of Economic Activity.

Hanna Yailymova, Andrii Kolotii, Nataliia Kussul, Andrii Shelestov

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Machine Learning Models and Technology for Classification of Forest on Satellite Data.

Yevhenii Salii, Volodymyr Kuzin, Anton Hohol, Nataliia Kussul, Hanna Yailymova

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Geospatial Analysis of Life Quality in Ukrainian Rural Areas.

Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov

Proceedings of the 13th International Conference on Dependable Systems, 2023

Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography.

Nataliia Kussul, Sofiia Drozd

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Discrete Atomic Transform-Based Lossy Compression of Three-Channel Remote Sensing Images with Quality Control.

Viktor O. Makarichev, Irina V. Vasilyeva, Vladimir V. Lukin, Benoît Vozel, Andrii Shelestov, Nataliia Kussul

Remote. Sens., 2022

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fire Danger Assessment Based on the Improved Fire Weather Index.

Nataliia Kussul, Bohdan Yailymov, Andrii Shelestov, Hanna Yailymova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Leonid Shumilo, Sophia Drozd

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine.

Sergii Skakun, Christian Abys, Michael Oluwatosin Adegbenro, Inbal Becker-Reshef, Erik Duncan, Jaemin Eun, Joanne Hall, Abdul Qadir, Leonid Shumilo, Yiming Zhang, Nataliia Kussul, Andrii Shelestov, Alexander V. Prishchepov

Proceedings of the 12th International Conference on Dependable Systems, 2022

Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data.

Nataliia Kussul, Hanna Yailymova, Sophia Drozd

Proceedings of the 12th International Conference on Dependable Systems, 2022

Analysis of Cultivated Areas in Ukraine During the War.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova

Proceedings of the 12th International Conference on Dependable Systems, 2022

2021

Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul

Remote. Sens., 2021

A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.

Mehdi Hosseini, Heather McNairn, Scott W. Mitchell, Laura Dingle Robertson, Andrew A. Davidson, Nima Ahmadian, Avik Bhattacharya, Erik Borg, Christopher Conrad, Katarzyna Dabrowska-Zielinska, Diego de Abelleyra, Radoslaw Gurdak, Vineet Kumar, Nataliia Kussul, Dipankar Mandal, Y. S. Rao, Nicanor Saliendra, Andrii Shelestov, Daniel Spengler, Santiago R. Verón, Saeid Homayouni, Inbal Becker-Reshef

Remote. Sens., 2021

U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data.

Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources.

Nataliia Kussul, Leonid Shumilo, Loukas Garanis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Deforestation Detection based on the Deep Learning in Ukraine.

Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine.

Nataliia Kussul, Hanna Yailymova, Sophia Drozd, Andrii Shelestov

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery.

Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova

IEEE Trans. Big Data, 2020

Developing food, water and energy nexus workflows.

Ian McCallum, Carsten Montzka, Bagher Bayat, Stefan Kollet, Andrii Kolotii, Nataliia Kussul, Mykola Lavreniuk, Anthony Lehmann, Joan Masó, Paolo Mazzetti, Aline Mosnier, Emma Perracchione, Mario Putti, Mattia Santoro, Ivette Serral, Leonid Shumilo, Daniel Spengler, Steffen Fritz

Int. J. Digit. Earth, 2020

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data.

Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo

Int. J. Digit. Earth, 2020

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps.

Andrii Shelestov, Nataliia Kussul, Bohdan Yailymov, Leonid Shumilo, Yuliia Bilokonska

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Crop monitoring technology based on time series of satellite imagery.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

2019

Winter Wheat Yield Assessment from Landsat 8 and Sentinel-2 Data: Incorporating Surface Reflectance, Through Phenological Fitting, into Regression Yield Models.

Sergii Skakun, Eric F. Vermote, Belen Franch, Jean-Claude Roger, Nataliia Kussul, Junchang Ju, Jeffrey G. Masek

Remote. Sens., 2019

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed.

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

Int. J. Appl. Earth Obs. Geoinformation, 2019

The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment.

Sergii Skakun, Belen Franch, Eric F. Vermote, Jean-Claude Roger, Nataliia Kussul, Jeffrey G. Masek

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data.

Leonid Shumilo, Nataliia Kussul, Andrii Shelestov, Yuliia Korsunska, Bohdan Yailymov

Proceedings of the 10th International Conference on Dependable Systems, 2019

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev

Proceedings of the 10th International Conference on Dependable Systems, 2019

2018

Object-Based Postprocessing Method for Crop Classification MAPS.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data.

Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

IEEE Geosci. Remote. Sens. Lett., 2017

Large scale crop classification using Google earth engine platform.

Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun

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.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Speckle reducing for Sentinel-1 SAR data.

Sergey K. Abramov, Oleksii S. Rubel, Vladimir V. Lukin, Ruslan A. Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Land degradation estimation from global and national satellite based datasets within UN program.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine.

Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data.

Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Towards an Improved Environmental Understanding of Land Surface Dynamics in Ukraine Based on Multi-Source Remote Sensing Time-Series Datasets from 1982 to 2013.

Gohar Ghazaryan, Olena Dubovyk, Nataliia Kussul, Gunter Menz

Remote. Sens., 2016

A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.

François Waldner, Steffen Fritz, Antonio Di Gregorio, Dmitry Plotnikov, Sergey Bartalev, Nataliia Kussul, Peng Gong, Prasad S. Thenkabail, Gerard W. Hazeu, Igor Klein, Fabian Löw, Jukka Miettinen, Vinay Kumar Dadhwal, Céline Lamarche, Sophie Bontemps, Pierre Defourny

Data, 2016

Validation methods for regional retrospective high resolution land cover for Ukraine.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi

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.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers.

Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Bohdan Yailymov

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2.

Sophie Bontemps, Marcela Arias, Cosmin Cara, Gérard Dedieu, Eric Guzzonato, Olivier Hagolle, Jordi Inglada, Nicolas Matton, David Morin, Ramona Popescu, Thierry Rabaute, Mickael Savinaud, Guadalupe Sepulcre, Silvia Valero, Ijaz Ahmad, Agnès Bégué, Bingfang Wu, Diego de Abelleyra, Alhousseine Diarra, Stéphane Dupuy, Andrew N. French, Ibrar ul Hassan Akhtar, Nataliia Kussul, Valentine Lebourgeois, Michel Le Page, Terrence Newby, Igor V. Savin, Santiago R. Verón, Benjamin Koetz, Pierre Defourny

Remote. Sens., 2015

Regional retrospective high resolution land cover for Ukraine: Methodology and results.

Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov

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.

Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavrenyuk

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.

Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk

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.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul, Bohdan Yailymov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Service-oriented infrastructure for flood mapping using optical and SAR satellite data.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul, J. Xie

Int. J. Digit. Earth, 2014

A Utility-Based Reputation Model for Grid Resource Management System.

Olga Kussul, Nataliia Kussul, Sergii Skakun

Comput. Informatics, 2014

Efficiency assessment of using satellite data for crop area estimation in Ukraine.

Francisco Javier Gallego, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Olga Kussul

Int. J. Appl. Earth Obs. Geoinformation, 2014

Quantitative estimation of drought risk in Ukraine using satellite data.

Sergii Skakun, Nataliia Kussul, Olga Kussul, Andrii Shelestov

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.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul

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.

Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Tamara Oliynuk

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Orthorectification of Sich-2 satellite images using elastic models.

Oleksii M. Kravchenko, Mykola Lavrenyuk, Nataliia Kussul

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.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Assessing security threat scenarios for utility-based reputation model in grids.

Olga Kussul, Nataliia Kussul, Sergii Skakun

Comput. Secur., 2013

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models.

Felix N. Kogan, Nataliia Kussul, Tatiana Adamenko, Sergii Skakun, Oleksii M. Kravchenko, Oleksii Kryvobok, Andrii Shelestov, Andrii Kolotii, Olga Kussul, Alla Lavrenyuk

Int. J. Appl. Earth Obs. Geoinformation, 2013

Sensor Web approach to flood monitoring and risk assessment.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul

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.

Olga Kussul, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Andrii Kolotii

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud.

Nataliia Kussul, Dan Mandl, Karen Moe, Jan-Peter Mund, Joachim Post, Andrii Shelestov, Sergii Skakun, Jörg Szarzynski, Guido Van Langenhove, Matthew Handy

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Crop area estimation in Ukraine using satellite data within the MARS project.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Oleksii M. Kravchenko, Francisco Javier Gallego, Olga Kussul

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.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun

Proceedings of the Grid and Cloud Database Management, 2011

2010

The Data Fusion Grid Infrastructure: Project Objectives and Achievements.

Ladislav Hluchý, Nataliia Kussul, Andrii Shelestov, Serhiy Skakun, Oleksii M. Kravchenko, Yulia Gripich, Paul Kopp, Evgeny Lupian

Comput. Informatics, 2010

2009

Grid and sensor web technologies for environmental monitoring.

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Earth Sci. Informatics, 2009

2008

Grid system for flood extent extraction from satellite images.

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Earth Sci. Informatics, 2008

Web service for biodiversity estimation using remote sensing data.

Mikhail Popov, Nataliia Kussul, Sergey A. Stankevich, Anna A. Kozlova, Andrii Shelestov, Oleksii M. Kravchenko, Mykhailo B. Korbakov, Serhiy Skakun

Int. J. Digit. Earth, 2008